H-1B Selected Statistics, Fiscal Year 2023 Q2 (January 1, 2023 through March 31, 2023)

  1. LCA Selected Statistics, FY 2023 Q1&Q2
  2. Distribution by Decision Date of Applications in LCA Disclosure File, FY 2023 Q2
  3. Applications, grouped by CASE_STATUS, ordered by APPLICATIONS, FY 2023 Q1&Q2
  4. Positions Certified, grouped by EMPLOYER_STATE, ordered by TOTAL_WORKERS, FY 2023 Q2
  5. Positions Certified, grouped by top 100 SOC_NAMEs, ordered by TOTAL_WORKERS, FY 2023 Q2
  6. Positions Certified, grouped by top 300 EMPLOYER_NAMEs, ordered by TOTAL_WORKERS, FY 2023 Q2
  7. Positions Certified, grouped by top 100 WORK_CITYs and WORK_STATEs, ordered by TOTAL_WORKERS, FY 2023 Q2
  8. Positions Certified, grouped by PW_WAGE_LEVEL, ordered by TOTAL_WORKERS, FY 2023 Q2
  9. Top 900 Positions Certified, grouped by EMPLOYER_NAME and NEW_EMPLOYMENT, ordered by TOTAL_WORKERS, FY 2023 Q2
  10. Top 900 Applications, ordered by NEW_EMPLOYMENT, FY 2023 Q2

LCA Selected Statistics, FY 2023 Q1&Q2


Source: Chart above: Department of Labor - Selected Statistics by Program, FY 2023 Q2
        Data below: Department of Labor - Disclosure Data, LCA Programs (H-1B, H-1B1, E-3), FY 2023 Q2
Note: The applications processed (98,001 and 133,543) and applications denied (392 and 538) are identical in the chart and data but
      some of the other data varies slightly. This is likely due to updates and/or some minor data cleaning.

Distribution by Decision Date of Applications in LCA Disclosure File, FY 2023 Q2


Applications, grouped by CASE_STATUS, ordered by APPLICATIONS, FY 2023 Q1&Q2

LCA DISCLOSURE DATA, FY 2023 Q1
(DECISION_DATE=2022)

NUMBER OF ROWS     = 98,001
MEAN(SALARY)       = NaN

  YEAR WORKERS APPLICATIONS
1 2023  181698        98001

            CASE_STATUS WORKERS APPLICATIONS
1             CERTIFIED  169736        87287
2 CERTIFIED - WITHDRAWN    9200         8475
3             WITHDRAWN    2210         1847
4                DENIED     552          392
--------------------------------------------
LCA DISCLOSURE DATA, FY 2023 Q2
(DECISION_DATE=2023)

NUMBER OF ROWS     = 133,543
MEAN(SALARY)       = NaN

  YEAR WORKERS APPLICATIONS
1 2023  314827       133543

            CASE_STATUS WORKERS APPLICATIONS
1             CERTIFIED  301993       122975
2 CERTIFIED - WITHDRAWN    8570         7757
3             WITHDRAWN    3019         2273
4                DENIED    1245          538

Positions Certified, grouped by EMPLOYER_STATE, ordered by TOTAL_WORKERS, FY 2023 Q2

LCA DISCLOSURE DATA, FY 2023 Q2
(CASE_STATUS=CERTIFIED$, DECISION_DATE=2023)

NUMBER OF ROWS     = 122,975
MEAN(SALARY)       = NaN

  YEAR WORKERS APPLICATIONS
1 2023  301993       122975

   WORK_STATE WORKERS APPLICATIONS
1          CA  108151        28296
2          WA   45489         8878
3          TX   32494        14978
4          NY   18364        10492
5          MA   10119         4916
6          VA    8552         3010
7          NJ    7714         5565
8          IL    7349         4895
9          NC    7191         4433
10         GA    5683         4130
11         PA    4999         3201
12         FL    4930         3575
13         AZ    4433         2033
14         MI    4363         2796
15         CO    4111         1380
16         OH    3053         2257
17         TN    2428         1245
18         OR    2174         1509
19         UT    2166          753
20         MN    2159         1399
21         CT    1892         1430
22         MD    1795         1435
23         MO    1573         1190
24         IN    1293         1119
25         WI    1215          941
26         DC    1011          597
27         DE     673          553
28         SC     610          579
29         KY     603          509
30         IA     574          556
31         AR     558          512
32         KS     414          392
33         RI     413          329
34         NE     408          370
35         OK     396          316
36         NH     340          278
37         NV     331          266
38         AL     325          270
39         LA     291          286
40         NM     261          261
41         ID     194          155
42         GU     135          133
43         MS     128          128
44         ME     102          102
45         ND     101           95
46         SD      97           97
47         WV      82           82
48         HI      73           72
49         VT      47           47
50         MT      41           41
51         AK      36           36
52         PR      21           21
53         WY      19           19
54         MP      14           12
55         VI       5            5

Positions Certified, grouped by top 100 SOC_NAMEs, ordered by TOTAL_WORKERS, FY 2023 Q2

LCA DISCLOSURE DATA, FY 2023 Q2
(CASE_STATUS=CERTIFIED$, DECISION_DATE=2023)

NUMBER OF ROWS     = 122,975
MEAN(SALARY)       = NaN

  YEAR WORKERS APPLICATIONS
1 2023  301993       122975

                                   SOC_TITLE WORKERS APPLICATIONS
1                        SOFTWARE DEVELOPERS  116610        42958
2     ELECTRONICS ENGINEERS, EXCEPT COMPUTER   33746         2788
3                  COMPUTER SYSTEMS ANALYSTS   10391         6695
4    INFORMATION TECHNOLOGY PROJECT MANAGERS   10041         3774
5               OPERATIONS RESEARCH ANALYSTS    9738         2452
6                        MANAGEMENT ANALYSTS    8410         1560
7   SOFTWARE QUALITY ASSURANCE ANALYSTS AND     6950         3216
8      COMPUTER SYSTEMS ENGINEERS/ARCHITECTS    6886         4675
9   COMPUTER AND INFORMATION SYSTEMS MANAGER    6785         3043
10            BUSINESS INTELLIGENCE ANALYSTS    6348         2205
11  COMPUTER AND INFORMATION RESEARCH SCIENT    5651         1044
12                  ACCOUNTANTS AND AUDITORS    4920         3072
13                           DATA SCIENTISTS    4858         2408
14         FINANCIAL AND INVESTMENT ANALYSTS    2983         2419
15                   DATABASE ADMINISTRATORS    2689         1189
16             INFORMATION SECURITY ANALYSTS    2391         1144
17  MARKET RESEARCH ANALYSTS AND MARKETING S    2391          913
18                      MECHANICAL ENGINEERS    2361         1786
19                      COMPUTER PROGRAMMERS    2246         1644
20                           SALES ENGINEERS    2094          574
21                      INDUSTRIAL ENGINEERS    2006          919
22    ARCHITECTURAL AND ENGINEERING MANAGERS    1851          493
23                             STATISTICIANS    1846          950
24                      ELECTRICAL ENGINEERS    1686         1347
25                     PHYSICIANS, ALL OTHER    1644         1189
26  NETWORK AND COMPUTER SYSTEMS ADMINISTRAT    1484          740
27                       DATABASE ARCHITECTS    1482          502
28                         GRAPHIC DESIGNERS    1381          449
29  TRANSPORTATION, STORAGE, AND DISTRIBUTIO    1325          216
30                              LOGISTICIANS    1242          287
31  MEDICAL SCIENTISTS, EXCEPT EPIDEMIOLOGIS    1226         1042
32               COMPUTER NETWORK ARCHITECTS    1090          440
33             BIOCHEMISTS AND BIOPHYSICISTS     898          716
34                        MARKETING MANAGERS     898          503
35                      VALIDATION ENGINEERS     889          390
36               COMPUTER HARDWARE ENGINEERS     869          267
37                       MATERIALS ENGINEERS     850          640
38            INDUSTRIAL PRODUCTION MANAGERS     776          123
39                           CIVIL ENGINEERS     759          697
40  MEDICAL AND CLINICAL LABORATORY TECHNOLO     719          558
41           FINANCIAL QUANTITATIVE ANALYSTS     688          684
42                                   LAWYERS     649          423
43               HUMAN RESOURCES SPECIALISTS     601          209
44                FINANCIAL RISK SPECIALISTS     581          492
45                                  CHEMISTS     572          388
46  EDUCATION AND CHILDCARE ADMINISTRATORS,      507            9
47         MOLECULAR AND CELLULAR BIOLOGISTS     503          353
48  FIRST-LINE SUPERVISORS OF CONSTRUCTION T     500            2
49           GENERAL AND OPERATIONS MANAGERS     499          331
50                                ECONOMISTS     498          171
51   HUMAN FACTORS ENGINEERS AND ERGONOMISTS     498          100
52                        FINANCIAL MANAGERS     479          324
53  ELEMENTARY SCHOOL TEACHERS, EXCEPT SPECI     465          445
54                              HOSPITALISTS     460          408
55  HEALTH SPECIALTIES TEACHERS, POSTSECONDA     421          421
56                        LOGISTICS ANALYSTS     418          112
57  SECONDARY SCHOOL TEACHERS, EXCEPT SPECIA     398          372
58          BUSINESS TEACHERS, POSTSECONDARY     389          388
59                     SUPPLY CHAIN MANAGERS     384          166
60                 BIOINFORMATICS SCIENTISTS     383          326
61                       PHYSICAL THERAPISTS     359          274
62                            SALES MANAGERS     348          145
63           COMPUTER OCCUPATIONS, ALL OTHER     336          310
64            PROJECT MANAGEMENT SPECIALISTS     329          218
65                   MANUFACTURING ENGINEERS     314          225
66     BIOENGINEERS AND BIOMEDICAL ENGINEERS     308          275
67    ARCHITECTS, EXCEPT LANDSCAPE AND NAVAL     307          295
68                          BIOSTATISTICIANS     297          208
69            INFORMATION SECURITY ENGINEERS     295          192
70                       PURCHASING MANAGERS     295           67
71      GENERAL INTERNAL MEDICINE PHYSICIANS     294          261
72              DATA WAREHOUSING SPECIALISTS     289          243
73       WEB AND DIGITAL INTERFACE DESIGNERS     287          274
74                 REHABILITATION COUNSELORS     269          269
75                       LOGISTICS ENGINEERS     256           76
76  HELPERS--BRICKMASONS, BLOCKMASONS, STONE     250            1
77          BIOLOGICAL SCIENTISTS, ALL OTHER     249          249
78      COMPUTER NETWORK SUPPORT SPECIALISTS     242           57
79                                PHYSICISTS     228          190
80  COMPUTER SCIENCE TEACHERS, POSTSECONDARY     220          218
81                        CHEMICAL ENGINEERS     209          185
82  AIRLINE PILOTS, COPILOTS, AND FLIGHT ENG     208           56
83            REGULATORY AFFAIRS SPECIALISTS     206          148
84       ENGINEERING TEACHERS, POSTSECONDARY     193          193
85       COMMERCIAL AND INDUSTRIAL DESIGNERS     193          144
86                      MATERIALS SCIENTISTS     193          143
87                 NATURAL SCIENCES MANAGERS     193          133
88  AIRCRAFT MECHANICS AND SERVICE TECHNICIA     188           15
89                     CONSTRUCTION MANAGERS     186          185
90                                 ACTUARIES     177          177
91  MIDDLE SCHOOL TEACHERS, EXCEPT SPECIAL A     172          159
92                      AUTOMOTIVE ENGINEERS     165          163
93  HEALTHCARE PRACTITIONERS AND TECHNICAL W     165          120
94                    MECHATRONICS ENGINEERS     165          132
95                    BIOLOGICAL TECHNICIANS     164          164
96  MATHEMATICAL SCIENCE TEACHERS, POSTSECON     161          161
97                       COMPLIANCE MANAGERS     159           36
98                         DENTISTS, GENERAL     156          153
99                            MATHEMATICIANS     154           79
100 PURCHASING AGENTS, EXCEPT WHOLESALE, RET     153           26

Positions Certified, grouped by top 300 EMPLOYER_NAMEs, ordered by TOTAL_WORKERS, FY 2023 Q2

LCA DISCLOSURE DATA, FY 2023 Q2
(CASE_STATUS=CERTIFIED, DECISION_DATE=2023)

NUMBER OF ROWS     = 122,975
MEAN(SALARY)       = NaN

  YEAR WORKERS APPLICATIONS
1 2023  301993       122975

                               EMPLOYER_NAME APPLICATIONS WORKERS NEW_EMPLOYMENT CONTINUED_EMP CHANGE_PREV_EMP NEW_CONCUR_EMP CHANGE_EMPLOYER AMENDED_PETITION TOTAL_SUBGROUPS
1                                 AMAZON.COM         5344   51157          44307          5314             101              0              87             1378           51187
2                      QUALCOMM TECHNOLOGIES         1751   41184          23206             0            5209              0            6381             6398           41194
3                                 AMAZON WEB         1411   11976          11053           656               9              0              15              243           11976
4              AMAZON DEVELOPMENT CENTER U.S          730   10025           9273           737               3              0              10               33           10056
5                                    INFOSYS         1101    7111            289           137            2215              0              85             4385            7111
6                                 SERVICENOW          471    6323           1345          1263            1241              0            1242             1232            6323
7                           QUALCOMM ATHEROS          177    6054           3653             0             665              0             866              870            6054
8                          ERNST & YOUNG U.S         5834    5834           4135           220               0              0              66             1413            5834
9       MCKINSEY & COMPANY INC UNITED STATES          279    5763           3677          2066               0              0              13                8            5764
10                                    GOOGLE         5500    5500           4488           397               2              1              70              542            5500
11                             CISCO SYSTEMS          496    5184           1864           844             827              0             839              810            5184
12                                    NVIDIA          343    4997           1956           952             510              0            1084              495            4997
13                            ORACLE AMERICA          254    3617           1502           531             507              8             523              546            3617
14                QUALCOMM INNOVATION CENTER          104    3169           2119             0             273              0             392              390            3174
15         COGNIZANT TECHNOLOGY SOLUTIONS US         2953    2953            209           350               0              0             337             2057            2953
16                                 MICROSOFT         1874    2834           1086          1273               0              0             102              373            2834
17                                  QUALCOMM           65    2779           1526             0             361              0             446              446            2779
18                               AMAZON DATA          254    2604           2473            97               3              0               8               23            2604
19                            META PLATFORMS          777    2046           1359           569               1              0              27               91            2047
20                          TATA CONSULTANCY         2030    2030             33           320             254              0             391             1032            2030
21                                       ARM           88    2008            401           401             401              0             404              401            2008
22                                     WIPRO          438    1886            297           617             276              0             311              386            1887
23                                     APPLE          973    1882           1021           567              70              0             122              102            1882
24                                     INTEL         1775    1775           1483            26             191              0               6               69            1775
25                                    KFORCE          177    1770            354           354             354              0             354              354            1770
26                                  SYNOPSYS           32    1440            301           266             261             90             261              261            1440
27                         UBER TECHNOLOGIES          199    1407           1092           169               0              0             133               13            1407
28                     SAMSUNG SEMICONDUCTOR           87    1277            299           280             207              0             286              205            1277
29            KATORIAN HOPE FOR THE REFUGEES            5    1250           1250             0               0           1250               0             1250            3750
30                           GILEAD SCIENCES           92    1220            281           237             221              0             259              222            1220
31                       DELOITTE CONSULTING          719    1165             96           426              17              0              49              579            1167
32                        AMAZON ADVERTISING           88    1095           1074             9               0              0               1               11            1095
33              WESTERN DIGITAL TECHNOLOGIES           69     990            288           173             170              0             172              187             990
34                                 SNOWFLAKE           46     932            633           136               0              0             162                2             933
35              MASTECH DIGITAL TECHNOLOGIES          154     924            154           154             154            154             154              154             924
36                               INFORMATICA           76     863            185           178             167              0             167              166             863
37                               HCL AMERICA          832     832            243           160               0              0               0              430             833
38                                SALESFORCE          779     779            504           200              10              0               8               57             779
39                             BLOOMBERG L.P          113     771            454           190               5              0             111               11             771
40                            JPMORGAN CHASE          747     747             31           412              19              0             254               31             747
41                         CAPGEMINI AMERICA          698     698             61            99              13              0              54              472             699
42                         APPLIED MATERIALS           61     694            407           167               0              0             114                6             694
43                                    INTUIT          245     686            524           119               0              0              24               20             687
44                             GOLDMAN SACHS          653     653            443           181               0              0              15               14             653
45                         DELOITTE & TOUCHE          313     625              6           150              10              0             163              298             627
46                          ARRIVER SOFTWARE           16     607            259             0             108              0             120              120             607
47                                      BAIN           99     594            554            36               0              0               1                3             594
48                       WAL-MART ASSOCIATES          590     590             21           236               1              0             275               58             591
49                        TWITCH INTERACTIVE           62     567            532             0               0              0               6               29             567
50                                 ACCENTURE          549     549             91           101               0              0               3              354             549
51                  COMPUNNEL SOFTWARE GROUP          524     524              0           125              28             22             219              130             524
52                               LTIMINDTREE          520     520             57            40              13              0              89              321             520
53                                     ADOBE          320     497            384            68               0              0              28               18             498
54                     KEYSIGHT TECHNOLOGIES           59     470            104            92              88              0              97               89             470
55                                    VMWARE          436     436            225             0             187              1               6               17             436
56                 FIDELITY TECHNOLOGY GROUP          375     375              4            20             128              0             186               37             375
57                                   MPHASIS          359     359             12            19              49              0             107              172             359
58                HEWLETT PACKARD ENTERPRISE          358     358            239            66               1              0              38               14             358
59                               KITE PHARMA           26     356             72            71              71              0              71               71             356
60              VISA TECHNOLOGY & OPERATIONS          258     353            227           108               2              0              10                6             353
61                        PALO ALTO NETWORKS           75     332             69            69              58              0              72               64             332
62                                       IBM          329     329             29            78              33              0              16              173             329
63                                  LINKEDIN          324     324            164           136               0              0               1               23             324
64                              DELOITTE TAX          158     322             11            78               3              0              87              143             322
65                                   EXPEDIA          116     310            213            50               2              0              37                8             310
66                    LENOVO (UNITED STATES)           52     304             70            60              59              0              59               56             304
67                                VISA U.S.A          254     292            220            48               1              0              11               12             292
68                                FORD MOTOR          258     258            122             0              42              0              63               31             258
69                              CITIBANK N.A          256     256             15            76               0              0             131               34             256
70                        CITY NATIONAL BANK           31     247             46            45              47              0              58               51             247
71            CREDIT SUISSE SECURITIES (USA)          241     241            209            24               0              0               7                1             241
72                                   CUMMINS          235     235              2            33             183              0               9                8             235
73                                        HP          110     219            107            32              26              0              29               25             219
74                     RANDSTAD TECHNOLOGIES          211     211             10            53               0              0             124               24             211
75                  TIKTOK U.S DATA SECURITY          208     208              1             0               0              0             207                0             208
76                  TECH MAHINDRA (AMERICAS)          208     208             36            58               0              0              31               83             208
77                                  BROADCOM           29     205             41            44              40              0              40               40             205
78                                ASML US LP          198     198            151             2              33              0              11                1             198
79                                      EBAY          194     194              8           142               6              0              27               12             195
80              CGI TECHNOLOGIES & SOLUTIONS          185     185            184             1               0              0               0                0             185
81                     FUJITSU NORTH AMERICA           34     185             90            30               1              0              36               28             185
82                                     TESLA          184     184              9            52               0              0              98               25             184
83                          JUNIPER NETWORKS          179     179            133            25               0              0              18                3             179
84                                    PAYPAL          178     178             10           123               0              0              24               21             178
85                               MAYO CLINIC          177     177             94            37              20              0              22                4             177
86           PRICEWATERHOUSECOOPERS ADVISORY          176     176              7             2              88              0              21               58             176
87                         MOTOROLA MOBILITY           23     176             39            35              34              0              34               34             176
88                       DEVEREUX FOUNDATION          171     171            136             7               0              0               0               28             171
89                                     OPTUM          169     169              6           105               0              0              39               19             169
90                                  PILLPACK           21     166            159             5               0              0               0                2             166
91  LENOVO GLOBAL TECHNOLOGY (UNITED STATES)           28     164             38            32              31              0              32               31             164
92           INTERNATIONAL BUSINESS MACHINES          161     161             27            58               0              0              14               62             161
93                                 SYNECHRON          157     157             14             2              13              0              41               87             157
94                                 BYTEDANCE          155     155             10            36               3              0              93               13             155
95                  MASTERCARD INTERNATIONAL          155     155             15             4               0              0              52               84             155
96                                     AMGEN          151     151             72             8              59              0               6                6             151
97                                       L&T          150     150             13             3              22              0              38               74             150
98                              CVS PHARMACY          150     150              0            32               1              0             109                8             150
99                           ELEVANCE HEALTH          150     150              2            21              50              0              47               30             150
100             COMCAST CABLE COMMUNICATIONS          148     148              1            69              29              0              49                0             148
101                      BANK OF AMERICA N.A          147     147              1           125               0              0              13                8             147
102                                 BARCLAYS          147     147              8            61               1              0              73                4             147
103                                    IQVIA          146     146            103            26               0              0               8                9             146
104                                 CAREMARK          145     145              0            43               1              0              92                9             145
105                          ELECTRONIC ARTS          145     145            115            25               0              0               2                3             145
106       ORACLE FINANCIAL SERVICES SOFTWARE           19     142             27            33              20              2              27               33             142
107                                  VIRTUSA          137     137              8             2               0              0              34               93             137
108                                MATHWORKS          137     137              0           115               5              0              12                5             137
109                   UNIVERSITY OF MICHIGAN          134     134             70            13              23              0              11               17             134
110                   CHARTER COMMUNICATIONS          134     134              4            21              32              0              56               21             134
111                              ATOS SYNTEL          133     133              0             1               0              0              20              112             133
112                          AMAZON PAYMENTS            7     133            133             0               0              0               0                0             133
113                           ANNAPURNA LABS           16     132            127             4               0              0               0                1             132
114                                    WAYMO          131     131             95            11               0              0               1               24             131
115            U.S BANK NATIONAL ASSOCIATION          130     130              5             3              13              0              65               44             130
116              COMPULINK MANAGEMENT CENTER            9     129             29            25              25              0              25               25             129
117                     WELLS FARGO BANK N.A          127     127              2            95               0              0              26                4             127
118                              AVENUE CODE            3     125             25            25              25              0              25               25             125
119                 DEUTSCHE BANK SECURITIES          124     124            117             6               0              0               1                0             124
120                             ROBERT BOSCH          123     123             93            22               1              0               7                0             123
121                                       F5          122     122             77            30               0              2               9                6             124
122            MORGAN STANLEY SERVICES GROUP          122     122              4            81               1              0              32                4             122
123                         AMERICAN EXPRESS          120     120              1             3              73              0              38                5             120
124                                      DFS          119     119              2            38               0              0              67               13             120
125                               UST GLOBAL          117     117             10            31               0              0              11               65             117
126                           GENERAL MOTORS          117     117              0            58               3              0              26               30             117
127                              CYBERSOURCE           76     114             81            29               0              0               1                3             114
128   UNIVERSITY OF CALIFORNIA SAN FRANCISCO          113     113             68            35               6              0               4                0             113
129                   PRICEWATERHOUSECOOPERS          113     113              3             2              68              0              20               20             113
130      MILWAUKEE BOARD OF SCHOOL DIRECTORS          112     112            104             6               1              0               0                1             112
131                           AMAZON CAPITAL            4     111            111             0               0              0               0                0             111
132                   ADVANCED MICRO DEVICES          110     110              2            85               0              0              15                8             110
133                         LOWE'S COMPANIES          110     110              1            41              22              0              38                8             110
134                        NTT DATA AMERICAS          109     109             20            40               0              0              14               35             109
135                                DB GLOBAL          109     109             52            22               0              0              36                0             110
136        BROOKDALE HOSPITAL MEDICAL CENTER           10     109             40            69               0              0               0                0             109
137                           CHARLES SCHWAB          108     108              1            46               0              0              52                9             108
138                         CLEVELAND CLINIC           18     108             19            86               1              0               1                1             108
139                              CAPITAL ONE          105     105              4            64               3              0              20               14             105
140                    HEXAWARE TECHNOLOGIES          103     103             16             0               2              0              14               71             103
141            LELAND STANFORD JR UNIVERSITY          102     102             72            15               8              0               1                6             102
142                          AETNA RESOURCES          101     101              0            47               3              0              40               11             101
143              INFINITE COMPUTER SOLUTIONS          100     100             13            36               0              0              32               19             100
144                            AOG RESOURCES            3     100             67            33               0              0               0                0             100
145                          AMAZON ROBOTICS            1     100            100             0               0              0               0                0             100
146                       HCL GLOBAL SYSTEMS           99      99              2            24              20              6              21               26              99
147                   SKILLTUNE TECHNOLOGIES           98      98             16             4               6              0              59               13              98
148                          CIGNA-EVERNORTH           98      98              2             1               0              0              87                8              98
149                   GOLDMAN SACHS BANK USA           97      97             75            19               0              0               1                2              97
150                         KIRKLAND & ELLIS           28      97             84            11               0              0               1                1              97
151                                MAXLINEAR           24      96             46             0              18              0              16               16              96
152                               CITIUSTECH           95      95              6             1              46              0               4               38              95
153                                   A9.COM           23      94             81            11               0              0               1                1              94
154                              DB USA CORE           94      94             66            19               0              0               9                0              94
155                     BORGWARNER PDS (USA)           92      92              1             0               0              0              89                2              92
156           BLACKROCK FINANCIAL MANAGEMENT           90      90              0            68               0              0               7               15              90
157                       PERSISTENT SYSTEMS           89      89              3            18               3              0              32               33              89
158              CLEVELAND CLINIC FOUNDATION           43      89             29            19               6              0              36                0              90
159                        RIVIAN AUTOMOTIVE           88      88              7            35               1              0              27               19              89
160                          PHOTON INFOTECH           60      87              0             0               0              0              59               28              87
161                        WIPRO VLSI DESIGN           14      87             11            25              19              0              13               19              87
162                    UNIVERSITY OF FLORIDA           86      86             48            16               0              0              12               10              86
163                                     CBRE           86      86             66            10               3              0               5                2              86
164                                  AUDIBLE           47      86             42            33               4              0               1                6              86
165                                   TIKTOK           85      85              4            12               7              0              54                8              85
166        NATIONAL INSTITUTES OF HEALTH HHS           85      85             41            31               0              0               4                9              85
167  ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI           84      84             43            16               6              1              15                3              84
168                   CADENCE DESIGN SYSTEMS           83      84             16            34               1              0              28                5              84
169                                  ASML US           84      84             72             0               6              0               5                1              84
170                              SAP AMERICA           84      84              2            57               0              0              13               12              84
171 CONCENTRIX CVG CUSTOMER MANAGEMENT GROUP           83      83              1            59               0              0              12               11              83
172                               HTC GLOBAL           83      83             11            16              25              0              20               11              83
173                                ATLAS AIR            6      82             80             0               0              0               0                2              82
174                      AKAMAI TECHNOLOGIES           81      81              1            60               0              0              10               10              81
175                             T-MOBILE USA           80      80              6             8               6              0              18               42              80
176                                      LSI           10      80             16            16              16              0              16               16              80
177                     GRANDISON MANAGEMENT            2      80             20            20              20              0               0               20              80
178                             ERP ANALYSTS           79      79              2            15              10              0               1               51              79
179                                 FLEXPORT           78      78             54             0               0              0              24                0              78
180                MANAGEMENT HEALTH SYSTEMS           78      78             54             3               0              0               0               22              79
181                                  WAYFAIR           77      77              0            66               0              0               6                5              77
182 SAVANNAH CHATHAM COUNTY PUBLIC SCHOOL SY           76      76             13            61               0              0               2                0              76
183                                     MSCI           76      76             58            14               0              0               0                4              76
184     ST JUDE CHILDREN'S RESEARCH HOSPITAL           76      76             38            15               4              0               1               18              76
185 GOVERNMENT EMPLOYEES INSURANCE COMPANY (           75      75              0            12               4              0              53                6              75
186                                 IMDB.COM            8      75             73             1               0              0               0                1              75
187                                 TUSIMPLE           74      74             65             8               0              0               0                1              74
188                            POPULUS GROUP           74      74              9            29               1              0              33                2              74
189                                 AUTODESK           73      73              1            42              11              0              15                4              73
190                                   HUMANA           73      73              2            19               2              0              45                5              73
191                       UNIVERSITY OF IOWA           73      73             36            27               0              0               4                6              73
192                         GENERAL HOSPITAL           73      73             43            19               2              0               5                4              73
193                                LUCID USA           72      72              2            42               0              0              19                9              72
194                              TRUIST BANK           72      72              0            47               3              0              18                5              73
195                      COLUMBIA UNIVERSITY           71      71             48            17               4              0               2                0              71
196                       HARVARD UNIVERSITY           71      71             53            16               1              0               1                0              71
197                            OATH HOLDINGS           71      71              1             1              43              0              23                3              71
198 TRUSTEES OF THE UNIVERSITY OF PENNSYLVAN           70      70             39            15               6              0               3                7              70
199       INTERCONTINENTAL EXCHANGE HOLDINGS           70      70             33            10               0              0              27                0              70
200                                      ADP           70      70              0            37               7              0              20                6              70
201                                   MICRON           69      69             18            47               0              0               1                3              69
202                         EMORY UNIVERSITY           69      69             37            13               0              0              10               10              70
203                       HERMES MICROVISION           69      69             55             0              12              0               3                0              70
204                  NORTHWESTERN UNIVERSITY           68      68             41            17               3              0               6                2              69
205                         NORTHWELL HEALTH           67      67             32            18               3              0              11                3              67
206                                  MONGODB           67      67             55             3               0              0               7                2              67
207                             ATLASSIAN US           66      66             25            24               5              0               3                9              66
208   MEMORIAL SLOAN KETTERING CANCER CENTER           66      66             29            24               5              0               5                5              68
209 NOVARTIS INSTITUTES FOR BIOMEDICAL RESEA           66      66             65             1               0              0               0                0              66
210                           FIS MANAGEMENT           66      66              0             0               0              0              24               42              66
211               BRIGHAM & WOMEN'S HOSPITAL           66      66             44             9               1              0              10                2              66
212                        BLACKLINE SYSTEMS           20      66             18            12              12              0              14               10              66
213                                  STAPLES           65      65             34            10               2              0              16                3              65
214                ZOOM VIDEO COMMUNICATIONS           65      65             58             1               0              0               1                5              65
215             CREDIT SUISSE SERVICES (USA)           65      65             50            14               0              0               1                0              65
216 BOARD OF REGENTS OF THE UNIVERSITY OF NE           65      65             24            32               0              8               0                1              65
217    LAWRENCE BERKELEY NATIONAL LABORATORY           65      65             32            22               0              1               6                4              65
218                                  NEW ERA           64      64              0             1               0              0               2               61              64
219                  BOSTON CONSULTING GROUP           64      64              7            10               7              0               7               33              64
220                   ELEMENTAL TECHNOLOGIES            6      64             64             0               0              0               0                0              64
221                                   BIOGEN           63      63             48            11               0              0               2                2              63
222 DELOITTE TRANSACTIONS & BUSINESS ANALYTI           31      63              1            12               4              0              16               30              63
223                                  RED HAT           62      62             38            10               0              0               6                8              62
224                            ZS ASSOCIATES           62      62              0             4              37              0               3               18              62
225                          EFICENS SYSTEMS           62      62             17             0               1              0               3               41              62
226                                 FORTINET           46      62             11            25              10              0              15                1              62
227                                     KPMG           61      61              5            33               0              0              11               12              61
228                              SPOTIFY USA           61      61             38             7               0              0              13                3              61
229        MEDSTAR GEORGETOWN MEDICAL CENTER            7      61             29            27               0              0               5                0              61
230                 UNIVERSITY OF PITTSBURGH           61      61             32            25               0              0               1                3              61
231                  BAYSTATE MEDICAL CENTER            7      61             60             1               0              0               0                0              61
232                                PRIME NOW            3      61             61             0               0              0               0                0              61
233                BENSON REGIONAL AIR GROUP            3      60             60             0               0              0               0                0              60
234                   UPMC MEDICAL EDUCATION           60      60             21            39               0              0               0                0              60
235 UNIVERSITY OF TEXAS M.D ANDERSON CANCER            60      60             35             8              11              0               8                3              65
236                 PJT PARTNERS HOLDINGS LP           60      60             52             2               0              0               0                6              60
237                                  NATSOFT           60      60              3            16              11              0               5               25              60
238           UT SOUTHWESTERN MEDICAL CENTER           59      59             37             3              11              0               3                6              60
239                                    BLOCK           59      59              0            23               0              0              30                6              59
240                               INTELLECTT           59      59              3             1               0              0              24               31              59
241       SAMSUNG AUSTIN SEMICONDUCTOR L.L.C           59      59              3             6               0              0              50                0              59
242                           NORTHERN TRUST           23      59             41            17               0              0               1                0              59
243                 JOHNS HOPKINS UNIVERSITY           58      58             38            13               0              0               1                6              58
244                    WASHINGTON UNIVERSITY           57      57             29            10               2              0               4               12              57
245                                PINTEREST           57      57              0            35               0              0              18                4              57
246                              GLOBALLOGIC           57      57              0             7               4              0              24               22              57
247                          YALE UNIVERSITY           57      57             44             5               1              0               7                0              57
248                       CORNELL UNIVERSITY           57      57             31            23               0              0               2                1              57
249                       PIONEER CONSULTING           57      57              2             7              12              0               7               29              57
250                        AMERICAN AIRLINES           56      56              0            29               0              0              18                9              56
251                 SYSTEM SOFT TECHNOLOGIES           56      56              0             9               9              0              12               26              56
252                    OHIO STATE UNIVERSITY           56      56             42             8               1              0               2                3              56
253                     DELOITTE SERVICES LP           28      56              0            14               0              0              18               24              56
254              BATTELLE MEMORIAL INSTITUTE           55      55             32            16               0              0               0                7              55
255                          DUKE UNIVERSITY           55      55             33            16               5              0               0                1              55
256                             VERIZON DATA           55      55              0            19              21              0              11                4              55
257                                 NTT DATA           55      55             22            17               0              0               8                8              55
258                        PURDUE UNIVERSITY           55      55             30            23               0              0               1                1              55
259                                 DOORDASH           55      55              2            32               0              0               9               12              55
260                                  WORKDAY           55      55              0            32               0              0              21                2              55
261                    UNIVERSITY OF CHICAGO           55      55             30            13               3              1               4                4              55
262                                     SNAP           54      54              0             1              30              0              13               11              55
263                    COLLABORATE SOLUTIONS           54      54              1             5              18              0               3               28              55
264                                       CA           16      54              9            15               9              0              11               10              54
265                     TEXAS A&M UNIVERSITY           53      53             22            21               4              1               4                1              53
266      UNIVERSITY OF ALABAMA AT BIRMINGHAM           53      53             23            25               0              1               2                2              53
267                             PURE STORAGE           53      53              1            33               0              0              16                3              53
268                              CATERPILLAR           53      53              2             1               4              0              36               10              53
269                                    EATON           52      52             42             2               0              0               6                2              52
270                                   ZILLOW           52      52              0            11              17              0              16                8              52
271                    MELLANOX TECHNOLOGIES            7      52             50             0               2              0               0                0              52
272                  V-SOFT CONSULTING GROUP           52      52              1            32               5              0               1               13              52
273           UNIVERSITY OF WISCONSIN SYSTEM           51      51             27            10               0              6               7                4              54
274     UNIVERSITY OF CALIFORNIA LOS ANGELES           51      51             23             9               9              0               8                3              52
275                                    CHEWY           51      51              1            10               0              0              32                8              51
276                                   CRUISE           51      51              0             4               9              0              33                5              51
277                     MANHATTAN ASSOCIATES           50      50             28             0              15              0               1                6              50
278                  BRONXCARE HEALTH SYSTEM            8      50             41             4               0              0               5                0              50
279 UT-BATTELLE LLC (OAK RIDGE NATIONAL LABO           50      50             30            18               1              0               1                0              50
280                                  DROPBOX           50      50             27             0              16              0               2                5              50
281                                   AFFIRM           50      50             30             6               0              0               7                7              50
282                                   XILINX           49      49              1            26               0              0              21                1              49
283                         NOKIA OF AMERICA           49      49              2            33               1              0               8                5              49
284                      BIRLASOFT SOLUTIONS           49      49              3             9               1              0              13               23              49
285                  WILLIS TOWERS WATSON US           49      49             42             7               0              0               0                0              49
286          VIRTUSA CONSULTING SERVICES PVT           48      48              3             0               0              0               1               44              48
287                     BRISTOL-MYERS SQUIBB           48      48              1            23               1              0              15                8              48
288                MICHIGAN STATE UNIVERSITY           48      48             36             9               3              0               0                0              48
289                                BIRLASOFT           48      48              0             6               0              0               0               42              48
290            VISTA APPLIED SOLUTIONS GROUP           48      48              0             4               0              0               1               43              48
291                                  COFORGE           48      48              3            17               1              0               7               20              48
292                      PELOTON INTERACTIVE           48      48             23             6               0              0              16                3              48
293                          CARDINAL HEALTH           48      48              4            14               0              0              24                6              48
294                            AMAZON.COM.CA           10      48             48             0               0              0               0                0              48
295                            MICROSTRATEGY           47      47             32            15               0              0               0                0              47
296                  UNIVERSITY OF MINNESOTA           47      47             23            13               4              1               3                3              47
297                 NOVARTIS PHARMACEUTICALS           47      47             27             9               0              0               8                3              47
298                                MUFG BANK           47      47             14            24               1              0               4                4              47
299                   UNIVERSITY OF ILLINOIS           47      47             30             6               3              0               0                8              47
300                        DISCOVER PRODUCTS           47      47              7            17               0              0              17                6              47


Positions Certified, grouped by top 100 WORK_CITYs and WORK_STATEs, ordered by TOTAL_WORKERS, FY 2023 Q2

LCA DISCLOSURE DATA, FY 2023 Q2
(CASE_STATUS=CERTIFIED$, DECISION_DATE=2023)

NUMBER OF ROWS     = 122,975
MEAN(SALARY)       = NaN

  YEAR WORKERS APPLICATIONS
1 2023  301993       122975

                 WORK_CITY WORK_STATE WORKERS APPLICATIONS
1                SAN DIEGO         CA   35629         2356
2                  SEATTLE         WA   33857         4337
3              SANTA CLARA         CA   22041         1675
4                 NEW YORK         NY   15181         7925
5                   AUSTIN         TX   13944         2890
6                SUNNYVALE         CA    7561         3118
7            SAN FRANCISCO         CA    7409         3520
8                 BELLEVUE         WA    6438         1668
9                 SAN JOSE         CA    6199         2705
10                  DALLAS         TX    4684         1739
11               ARLINGTON         VA    4525          475
12                 CHICAGO         IL    4433         2317
13                  BOSTON         MA    3981         1759
14           MOUNTAIN VIEW         CA    3846         2445
15                 ATLANTA         GA    3163         1881
16                 REDMOND         WA    3012         1578
17                 HOUSTON         TX    2355         1620
18                  IRVINE         CA    2111          639
19                   TEMPE         AZ    1983          284
20              RICHARDSON         TX    1933          524
21               CUPERTINO         CA    1916          641
22                 BOULDER         CO    1873          125
23               CHARLOTTE         NC    1865         1402
24                  IRVING         TX    1701         1571
25             LOS ANGELES         CA    1683         1030
26                 HERNDON         VA    1677          369
27                   PLANO         TX    1634         1399
28               PALO ALTO         CA    1536          913
29             JERSEY CITY         NJ    1452         1101
30             FOSTER CITY         CA    1377          367
31              PITTSBURGH         PA    1354          625
32               HILLSBORO         OR    1331          955
33               NASHVILLE         TN    1315          354
34            PHILADELPHIA         PA    1309          772
35            REDWOOD CITY         CA    1260          332
36            SANTA MONICA         CA    1248          180
37                 RALEIGH         NC    1211          434
38                MILPITAS         CA    1125          263
39              MENLO PARK         CA    1123          433
40               CAMBRIDGE         MA    1111          681
41             MORRISVILLE         NC    1103          369
42                  DURHAM         NC     993          745
43                  DENVER         CO     968          350
44                KIRKLAND         WA     962          406
45                  FRISCO         TX     931          593
46                 PHOENIX         AZ     931          714
47             MINNEAPOLIS         MN     925          393
48             BRIDGEWATER         NJ     919          105
49          EAST PALO ALTO         CA     909          154
50              ALPHARETTA         GA     894          806
51              WASHINGTON         DC     862          529
52                    NOVI         MI     840          144
53                   MIAMI         FL     817          471
54                   TAMPA         FL     803          639
55           NORTH READING         MA     781           66
56                CHANDLER         AZ     760          399
57              BOXBOROUGH         MA     710           39
58               SAN MATEO         CA     709          266
59             SAN ANTONIO         TX     682          539
60          SALT LAKE CITY         UT     666          373
61              PLEASANTON         CA     629          296
62                 DETROIT         MI     616          250
63                BROOKLYN         NY     593          424
64                 FREMONT         CA     592          549
65          REDWOOD SHORES         CA     566           33
66                COLUMBUS         OH     537          502
67                HARTFORD         CT     530          344
68             CULVER CITY         CA     523          132
69               CLEVELAND         OH     522          208
70                 ORLANDO         FL     512          275
71        WEST VALLEY CITY         UT     512           14
72            AUBURN HILLS         MI     510          255
73  RESEARCH TRIANGLE PARK         NC     500           69
74                WESTLAKE         TX     460          315
75            JACKSONVILLE         FL     460          376
76              BURLINGTON         MA     457          130
77                    CARY         NC     436          422
78                  SUMMIT         NJ     418           32
79                 WALTHAM         MA     414          199
80            INDIANAPOLIS         IN     409          298
81                PORTLAND         OR     402          246
82               PRINCETON         NJ     391          302
83              WILMINGTON         DE     370          294
84           MOFFETT FIELD         CA     365          365
85                STAMFORD         CT     360          154
86             BENTONVILLE         AR     352          329
87             WESTBOROUGH         MA     345           73
88               MILWAUKEE         WI     341          248
89               BALTIMORE         MD     330          228
90               ST. LOUIS         MO     325          292
91              CINCINNATI         OH     322          289
92                 CUMMING         GA     319          290
93                PASADENA         CA     313          136
94                 HOBOKEN         NJ     312          312
95               SAN BRUNO         CA     309          309
96                MAITLAND         FL     306            9
97                RICHMOND         VA     287          251
98              LOUISVILLE         KY     283          267
99                  FOLSOM         CA     283          274
100                 MCLEAN         VA     282          264

Positions Certified, grouped by PW_WAGE_LEVEL, ordered by TOTAL_WORKERS, FY 2023 Q2

LCA DISCLOSURE DATA, FY 2023 Q2
(CASE_STATUS=CERTIFIED$, DECISION_DATE=2023)

NUMBER OF ROWS     = 122,975
MEAN(SALARY)       = NaN

  YEAR WORKERS APPLICATIONS
1 2023  301993       122975

  WAGE_LEVEL WORKERS APPLICATIONS
1         II  118106        49852
2        III   67635        27870
3          I   53108        17433
4         IV   42644        21246
5          19820         5912
6        N/A     680          662

Top 900 Positions Certified, grouped by EMPLOYER_NAME and NEW_EMPLOYMENT, ordered by TOTAL_WORKERS, FY 2023 Q2

LCA DISCLOSURE DATA, FY 2023 Q2
(CASE_STATUS=CERTIFIED$, DECISION_DATE=2023, NEW_EMPLOYMENT=1|2|3|4|5|6|7|8|9)

NUMBER OF ROWS     = 42,079
MEAN(SALARY)       = NaN

  YEAR WORKERS APPLICATIONS
1 2023  204963        42079

                               EMPLOYER_NAME NEW_EMPLOYMENT WORKERS APPLICATIONS
1                      QUALCOMM TECHNOLOGIES             75   28200          282
2                                 AMAZON.COM             30   20010          667
3                      QUALCOMM TECHNOLOGIES              5   11700          234
4                                 AMAZON.COM            100    9900           99
5                                 AMAZON.COM             50    9250          185
6                                 AMAZON WEB             30    6270          209
7                                 SERVICENOW              4    6100          305
8              AMAZON DEVELOPMENT CENTER U.S             30    4830          161
9                           QUALCOMM ATHEROS             75    4600           46
10                                    GOOGLE              1    4488         4488
11                         ERNST & YOUNG U.S              1    4135         4135
12                             CISCO SYSTEMS              5    3165          281
13                QUALCOMM INNOVATION CENTER             75    2700           27
14                                AMAZON WEB             50    2500           50
15                            ORACLE AMERICA              4    2480          124
16                                       ARM              5    2000           80
17                                    NVIDIA              5    1900           76
18                                  QUALCOMM             75    1900           19
19                                AMAZON.COM              1    1812         1812
20                                    KFORCE              2    1770          177
21             AMAZON DEVELOPMENT CENTER U.S             50    1750           35
22                                     WIPRO              1    1658          293
23             AMAZON DEVELOPMENT CENTER U.S            100    1600           16
24                                     INTEL              1    1483         1483
25                               AMAZON DATA             30    1380           46
26                          QUALCOMM ATHEROS              5    1350           27
27                                    NVIDIA             10    1310           91
28            KATORIAN HOPE FOR THE REFUGEES            250    1250            5
29                                AMAZON.COM             20    1220           61
30                                AMAZON.COM             70    1120           16
31                             CISCO SYSTEMS              3    1080           72
32                                 MICROSOFT             25    1000           40
33                                AMAZON.COM             10     980           98
34              MASTECH DIGITAL TECHNOLOGIES              1     924          154
35      MCKINSEY & COMPANY INC UNITED STATES             50     900           18
36                            ORACLE AMERICA             20     900           45
37                                AMAZON WEB            100     900            9
38                     QUALCOMM TECHNOLOGIES              1     871          871
39                                  QUALCOMM              5     850           17
40                                  SYNOPSYS             20     700            7
41                           GILEAD SCIENCES              5     685           31
42                     SAMSUNG SEMICONDUCTOR              5     660           29
43                               AMAZON DATA             50     650           13
44                               INFORMATICA              4     640           32
45                             CISCO SYSTEMS             10     610           13
46              WESTERN DIGITAL TECHNOLOGIES              5     600           24
47      MCKINSEY & COMPANY INC UNITED STATES             30     570           19
48                                  SYNOPSYS              5     565           19
49      MCKINSEY & COMPANY INC UNITED STATES             20     560           28
50                                      BAIN             10     550           55
51                        AMAZON ADVERTISING             30     540           18
52      MCKINSEY & COMPANY INC UNITED STATES             75     525            7
53                                SALESFORCE              1     504          504
54                                AMAZON WEB              1     503          503
55      MCKINSEY & COMPANY INC UNITED STATES            100     500            5
56                           GILEAD SCIENCES              2     480           48
57                             BLOOMBERG L.P             15     450           30
58                             GOLDMAN SACHS              1     443          443
59                QUALCOMM INNOVATION CENTER              5     400            8
60                         UBER TECHNOLOGIES             50     400            8
61                         UBER TECHNOLOGIES            100     400            4
62                                 SNOWFLAKE            100     400            4
63                                    INTUIT             50     400            8
64                     SAMSUNG SEMICONDUCTOR              2     380           38
65             AMAZON DEVELOPMENT CENTER U.S             10     380           38
66                                AMAZON WEB             20     380           19
67                     KEYSIGHT TECHNOLOGIES              2     350           35
68                        TWITCH INTERACTIVE             30     330           11
69                                    NVIDIA             25     325           13
70                        AMAZON ADVERTISING             50     300            6
71                          ARRIVER SOFTWARE              5     300            6
72                                 SNOWFLAKE              5     300            6
73                            META PLATFORMS             20     300           15
74                          ARRIVER SOFTWARE             75     300            3
75                            META PLATFORMS             99     297            3
76             AMAZON DEVELOPMENT CENTER U.S              1     293          293
77                                AMAZON WEB             10     290           29
78                                   INFOSYS             10     280           28
79                    LENOVO (UNITED STATES)              2     280           28
80             AMAZON DEVELOPMENT CENTER U.S             20     280           14
81                        PALO ALTO NETWORKS              2     250           25
82                                    NVIDIA             50     250            5
83                         UBER TECHNOLOGIES             25     250           10
84                                     APPLE             10     250           25
85                         APPLIED MATERIALS             40     250            5
86                                     APPLE             50     250            5
87                       DELOITTE CONSULTING              1     246           96
88                               HCL AMERICA              1     243          243
89                HEWLETT PACKARD ENTERPRISE              1     239          239
90                                    VMWARE              1     225          225
91                        CITY NATIONAL BANK              5     225            9
92                     SAMSUNG SEMICONDUCTOR             10     210            7
93                         APPLIED MATERIALS             15     210            7
94                                AMAZON WEB             70     210            3
95            CREDIT SUISSE SECURITIES (USA)              1     209          209
96         COGNIZANT TECHNOLOGY SOLUTIONS US              1     209          209
97      MCKINSEY & COMPANY INC UNITED STATES             40     200            5
98                                 SNOWFLAKE             50     200            4
99                                     ADOBE              1     193          193
100             CGI TECHNOLOGIES & SOLUTIONS              1     184          184
101                              KITE PHARMA              2     180           18
102                               VISA U.S.A              1     180          180
103                           META PLATFORMS             15     180           12
104                           META PLATFORMS             25     175            7
105                              KITE PHARMA              5     175            7
106                        MOTOROLA MOBILITY              2     170           17
107                                 LINKEDIN              1     164          164
108                                 BROADCOM              2     160           16
109                               ASML US LP              1     151          151
110             WESTERN DIGITAL TECHNOLOGIES             10     150            5
111                            CISCO SYSTEMS              2     140           14
112            AMAZON DEVELOPMENT CENTER U.S             70     140            2
113                      DEVEREUX FOUNDATION              1     136          136
114                         JUNIPER NETWORKS              1     133          133
115 LENOVO GLOBAL TECHNOLOGY (UNITED STATES)              2     130           13
116             VISA TECHNOLOGY & OPERATIONS              1     127          127
117              COMPULINK MANAGEMENT CENTER              5     125            5
118     MCKINSEY & COMPANY INC UNITED STATES             25     125            5
119                                    APPLE             25     125            5
120                                   INTUIT              1     124          124
121                               FORD MOTOR              1     122          122
122                                       HP              2     122           13
123                                 SYNOPSYS             10     120            4
124     MCKINSEY & COMPANY INC UNITED STATES             60     120            2
125                              INFORMATICA              6     120            4
126                           ANNAPURNA LABS             30     120            4
127                                    APPLE             20     120            6
128                 DEUTSCHE BANK SECURITIES              1     117          117
129                          ELECTRONIC ARTS              1     115          115
130                               SERVICENOW              1     113          113
131             WESTERN DIGITAL TECHNOLOGIES             15     105            3
132      MILWAUKEE BOARD OF SCHOOL DIRECTORS              1     104          104
133                                    IQVIA              1     103          103
134                              AVENUE CODE             10     100            2
135       ORACLE FINANCIAL SERVICES SOFTWARE              4     100            5
136                              AMAZON DATA             10     100           10
137             WESTERN DIGITAL TECHNOLOGIES             30     100            2
138             VISA TECHNOLOGY & OPERATIONS             20     100            5
139                       TWITCH INTERACTIVE             50     100            2
140                           META PLATFORMS             50     100            2
141                        APPLIED MATERIALS             60     100            1
142                                    APPLE            100     100            1
143                          AMAZON ROBOTICS            100     100            1
144                                  EXPEDIA             50     100            2
145                              AMAZON DATA            100     100            1
146                       AMAZON ADVERTISING            100     100            1
147                                    WAYMO              1      95           95
148                              MAYO CLINIC              1      94           94
149                              AMAZON DATA              1      93           93
150                             ROBERT BOSCH              1      93           93
151                                ACCENTURE              1      91           91
152                                 PILLPACK             30      90            3
153                        APPLIED MATERIALS             10      90            4
154                           META PLATFORMS              1      87           87
155                                MICROSOFT              1      86           86
156                                       HP              1      81           81
157                                ATLAS AIR             20      80            4
158     MCKINSEY & COMPANY INC UNITED STATES             80      80            1
159                           META PLATFORMS             40      80            2
160                           META PLATFORMS             10      80            8
161                              AMAZON DATA             20      80            4
162                     GRANDISON MANAGEMENT             10      80            2
163                                   NVIDIA              1      79           79
164                                       F5              1      77           77
165                   GOLDMAN SACHS BANK USA              1      75           75
166                                MAXLINEAR             10      75            3
167                                    APPLE             75      75            1
168            LELAND STANFORD JR UNIVERSITY              1      72           72
169                                    AMGEN              1      72           72
170                                  ASML US              1      72           72
171                   UNIVERSITY OF MICHIGAN              1      70           70
172                              INFORMATICA              2      70            7
173                                    ADOBE             35      70            2
174     MCKINSEY & COMPANY INC UNITED STATES             70      70            1
175                              AMAZON DATA             70      70            1
176   UNIVERSITY OF CALIFORNIA SAN FRANCISCO              1      68           68
177                         QUALCOMM ATHEROS              1      68           68
178                    KEYSIGHT TECHNOLOGIES              1      67           19
179                                    APPLE              1      66           66
180                              DB USA CORE              1      66           66
181                                     CBRE              1      66           66
182 NOVARTIS INSTITUTES FOR BIOMEDICAL RESEA              1      65           65
183                                 TUSIMPLE              1      65           65
184                        CAPGEMINI AMERICA              1      61           61
185                BENSON REGIONAL AIR GROUP             20      60            3
186                                   NVIDIA              2      60            6
187                                      LSI              2      60            6
188                                    ADOBE             10      60            6
189                       AMAZON ADVERTISING             10      60            6
190                           AMAZON CAPITAL             30      60            2
191                  BAYSTATE MEDICAL CENTER             10      60            6
192                                   A9.COM             30      60            2
193                   ELEMENTAL TECHNOLOGIES             30      60            2
194                          AMAZON PAYMENTS             30      60            2
195                                PRIME NOW             30      60            2
196                                 IMDB.COM             30      60            2
197                           META PLATFORMS             30      60            2
198                       TWITCH INTERACTIVE             20      60            3
199                                  EXPEDIA             10      60            6
200                            CISCO SYSTEMS              1      59           35
201                ZOOM VIDEO COMMUNICATIONS              1      58           58
202                                     MSCI              1      58           58
203                              LTIMINDTREE              1      57           57
204                                  MONGODB              1      55           55
205                       HERMES MICROVISION              1      55           55
206                                 FLEXPORT              1      54           54
207                MANAGEMENT HEALTH SYSTEMS              1      54           54
208               QUALCOMM INNOVATION CENTER              1      54           54
209                        WIPRO VLSI DESIGN              1      54            9
210                       HARVARD UNIVERSITY              1      53           53
211                                DB GLOBAL              1      52           52
212                 PJT PARTNERS HOLDINGS LP              1      52           52
213                       PALO ALTO NETWORKS              1      51           19
214             CREDIT SUISSE SERVICES (USA)              1      50           50
215                           ORACLE AMERICA              2      50            5
216                    KEYSIGHT TECHNOLOGIES              5      50            3
217                    QUALCOMM TECHNOLOGIES             15      50            1
218                            CISCO SYSTEMS             50      50            1
219                    MELLANOX TECHNOLOGIES             10      50            5
220                          AMAZON PAYMENTS             50      50            1
221                           AMAZON CAPITAL             50      50            1
222                                 PILLPACK             50      50            1
223                                 SYNOPSYS             25      50            1
224                               SERVICENOW              5      50            2
225                           ORACLE AMERICA             50      50            1
226                      COLUMBIA UNIVERSITY              1      48           48
227                    UNIVERSITY OF FLORIDA              1      48           48
228                                   BIOGEN              1      48           48
229                    APPLICATIONS SOFTWARE              1      45            9
230                          YALE UNIVERSITY              1      44           44
231               BRIGHAM & WOMEN'S HOSPITAL              1      44           44
232  ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI              1      43           43
233                         GENERAL HOSPITAL              1      43           43
234                                    EATON              1      42           42
235                        UBER TECHNOLOGIES              1      42           42
236                    OHIO STATE UNIVERSITY              1      42           42
237                           CONOCOPHILLIPS              1      42           42
238                  WILLIS TOWERS WATSON US              1      42           42
239                  NORTHWESTERN UNIVERSITY              1      41           41
240        NATIONAL INSTITUTES OF HEALTH HHS              1      41           41
241                                 BROADCOM              1      41            9
242                              CYBERSOURCE              1      41           41
243        BROOKDALE HOSPITAL MEDICAL CENTER             20      40            2
244                           NORTHERN TRUST             10      40            4
245                                    ADOBE             20      40            2
246                            AOG RESOURCES             30      40            1
247                                  AUDIBLE             40      40            1
248                               VISA U.S.A             20      40            2
249                              CYBERSOURCE             20      40            2
250                       AMAZON ADVERTISING             20      40            2
251                                  EXPEDIA             20      40            2
252 TRUSTEES OF THE UNIVERSITY OF PENNSYLVAN              1      39           39
253                              ASM AMERICA              1      38           38
254                 JOHNS HOPKINS UNIVERSITY              1      38           38
255                              SPOTIFY USA              1      38           38
256                                  RED HAT              1      38           38
257     ST JUDE CHILDREN'S RESEARCH HOSPITAL              1      38           38
258           UT SOUTHWESTERN MEDICAL CENTER              1      37           37
259                         EMORY UNIVERSITY              1      37           37
260                MICHIGAN STATE UNIVERSITY              1      36           36
261                 TECH MAHINDRA (AMERICAS)              1      36           36
262                       UNIVERSITY OF IOWA              1      36           36
263                               EPIC GAMES              1      36           36
264 UNIVERSITY OF TEXAS M.D ANDERSON CANCER               1      35           35
265          KOHN PEDERSEN FOX ASSOCIATES PC              1      35           35
266                        HELIOGEN HOLDINGS             15      35            1
267                                 NEW EDGE              1      35           35
268                         KIRKLAND & ELLIS             35      35            1
269                            AOG RESOURCES             20      35            1
270    NEW YORK CITY DEPARTMENT OF EDUCATION              3      35            5
271                                  STAPLES              1      34           34
272                             DOW CHEMICAL              1      34           34
273                         GENERAL ELECTRIC              1      34           34
274                       AMAZON ADVERTISING              1      34           34
275                    INTELLIA THERAPEUTICS              1      34           34
276                          TE CONNECTIVITY              1      34           34
277                              TEMPUS LABS              1      34           34
278                          DUKE UNIVERSITY              1      33           33
279       INTERCONTINENTAL EXCHANGE HOLDINGS              1      33           33
280                         TATA CONSULTANCY              1      33           33
281                     VERILY LIFE SCIENCES              1      33           33
282                            MICROSTRATEGY              1      32           32
283                            INTEL NDTM US              1      32           32
284              BATTELLE MEMORIAL INSTITUTE              1      32           32
285                  GE PRECISION HEALTHCARE              1      32           32
286                         NORTHWELL HEALTH              1      32           32
287                     AGILENT TECHNOLOGIES              1      32           32
288                 UNIVERSITY OF PITTSBURGH              1      32           32
289    LAWRENCE BERKELEY NATIONAL LABORATORY              1      32           32
290                         LATHAM & WATKINS              1      32           32
291                           ORACLE AMERICA              1      32           20
292                       CORNELL UNIVERSITY              1      31           31
293                           JPMORGAN CHASE              1      31           31
294                          ONEMAIN GENERAL              1      31           31
295                 RICHMOND CHILDREN CENTER              1      30           30
296                        PURDUE UNIVERSITY              1      30           30
297         TRUSTEES OF PRINCETON UNIVERSITY              1      30           30
298 UT-BATTELLE LLC (OAK RIDGE NATIONAL LABO              1      30           30
299                   UNIVERSITY OF ILLINOIS              1      30           30
300                    UNIVERSITY OF CHICAGO              1      30           30
301                           ORACLE AMERICA              3      30            2
302                                   AFFIRM              1      30           30
303        MEDSTAR GEORGETOWN MEDICAL CENTER             25      30            1
304                     METRO SOCIAL SERVICE             30      30            1
305                       TWITCH INTERACTIVE             10      30            3
306                        BAIN & COMPANY DC             10      30            3
307                                GOODREADS             30      30            1
308                  BRONXCARE HEALTH SYSTEM             27      30            1
309                             AMAZON FRESH             30      30            1
310                            AMAZON.COM.CA             30      30            1
311                           ACI GIFT CARDS             30      30            1
312                   AMAZON.COM.CA INC (US)             30      30            1
313                        BLACKLINE SYSTEMS              2      30            3
314                     AMAZON MEDIA VENTURE             30      30            1
315                           AMAZON STUDIOS             30      30            1
316              CLEVELAND CLINIC FOUNDATION              3      30            2
317                    FUJITSU NORTH AMERICA             30      30            1
318                                    APPLE             15      30            2
319                 UNIVERSITY PEDIATRICIANS              5      30            1
320                    WASHINGTON UNIVERSITY              1      29           29
321                                      IBM              1      29           29
322   MEMORIAL SLOAN KETTERING CANCER CENTER              1      29           29
323               MASSACHUSETTS INSTITUTE OF              1      29           29
324                BRIDGEWATER ASSOCIATES LP              1      29           29
325                                      PTC              1      28           28
326                     MANHATTAN ASSOCIATES              1      28           28
327           PERKINS EASTMAN ARCHITECTS DPC              1      28           28
328                                   WALKER             28      28            1
329            CONTINENTAL TIRE THE AMERICAS              1      28           28
330               BAYLOR COLLEGE OF MEDICINE              1      27           27
331           UNIVERSITY OF WISCONSIN SYSTEM              1      27           27
332                         JOHNSON CONTROLS              1      27           27
333                 NOVARTIS PHARMACEUTICALS              1      27           27
334          NYU GROSSMAN SCHOOL OF MEDICINE              1      27           27
335          INTERNATIONAL BUSINESS MACHINES              1      27           27
336                                  DROPBOX              1      27           27
337   CURATORS OF THE UNIVERSITY OF MISSOURI              1      26           26
338                                IQVIA RDS              1      26           26
339                      SULLIVAN & CROMWELL              1      26           26
340          HOWARD HUGHES MEDICAL INSTITUTE              1      25           25
341                             ATLASSIAN US              1      25           25
342                             DELOITTE TAX              1      25           11
343                                       CA              1      25            5
344    LENDINGCLUB BANK NATIONAL ASSOCIATION              1      25           25
345                              AVENUE CODE              5      25            1
346                WILLIAM BEAUMONT HOSPITAL              2      25            1
347                                    MOLEX              1      25           25
348        FRESHFIELDS BRUCKHAUS DERINGER US             25      25            1
349                        CTC TRADING GROUP              1      25           25
350                          GILEAD SCIENCES             25      25            1
351                            AOG RESOURCES             17      25            1
352                    FUJITSU NORTH AMERICA             25      25            1
353      UNIVERSITY OF MARYLAND COLLEGE PARK              1      24           24
354                     ST BARNABAS HOSPITAL              1      24           24
355                       HITACHI ENERGY USA              1      24           24
356                                      ABB              1      24           24
357 BOARD OF REGENTS OF THE UNIVERSITY OF NE              1      24           24
358                 ARIZONA STATE UNIVERSITY              1      24           24
359               LYCEE FRANCAIS DE NEW YORK             12      24            2
360                GLOBAL ATLANTIC FINANCIAL              1      23           23
361     UNIVERSITY OF CALIFORNIA LOS ANGELES              1      23           23
362      UNIVERSITY OF ALABAMA AT BIRMINGHAM              1      23           23
363                  UNIVERSITY OF MINNESOTA              1      23           23
364                      PELOTON INTERACTIVE              1      23           23
365       UNIVERSITY OF CALIFORNIA SAN DIEGO              1      22           22
366                      NEW YORK UNIVERSITY              1      22           22
367            UNIVERSITY OF TEXAS AT AUSTIN              1      22           22
368                     TEXAS A&M UNIVERSITY              1      22           22
369 VIRGINIA POLYTECHNIC INSTITUTE & STATE U              1      22           22
370                     MASS GENERAL BRIGHAM              1      22           22
371            VISUAL CONCEPTS ENTERTAINMENT              1      22           22
372                        MOSS & ASSOCIATES              1      22           22
373                                 NTT DATA              1      22           22
374                  ANCESTRY.COM OPERATIONS              1      22           22
375            FLEXTRONICS INTERNATIONAL USA              1      22           22
376                     GULFSTREAM AEROSPACE              1      21           21
377                   UPMC MEDICAL EDUCATION              1      21           21
378                      WAL-MART ASSOCIATES              1      21           21
379                       INDIANA UNIVERSITY              1      21           21
380                 UNIVERSITY OF WASHINGTON              1      21           21
381                   CORE TECH CONSTRUCTION              1      21           21
382                          GILEAD SCIENCES              1      21            5
383                                    AVANT              1      21           21
384                      OPTIVER SERVICES US              1      21           21
385                                     BREX              1      20           20
386                    UNIVERSITY OF ARIZONA              1      20           20
387 LENOVO GLOBAL TECHNOLOGY (UNITED STATES)              4      20            1
388                      US TIGER SECURITIES              1      20           20
389                    SAMSUNG SEMICONDUCTOR              1      20            8
390                                 PENUMBRA              1      20           20
391                                      LSI              1      20            4
392  INDEPENDENT HOSPITALIST PHYSICIANS PLLC              5      20            1
393                   UNIVERSITY OF VIRGINIA              1      20           20
394                        NTT DATA AMERICAS              1      20           20
395                        BLACKLINE SYSTEMS              4      20            1
396                                 COTIVITI              1      20           20
397                             LEVI STRAUSS              1      20           20
398                            JOBAIRE GROUP             20      20            1
399                         KIRKLAND & ELLIS              5      20            4
400                         KIRKLAND & ELLIS             10      20            2
401                          WEST METRO CARE             20      20            1
402                                       CA              2      20            2
403                    AVAGO TECHNOLOGIES US              2      20            2
404           PHILIPS HEALTHCARE INFORMATICS              4      20            1
405                 AERO SUPPORT GROUP "LLC"             20      20            1
406                    FUJITSU NORTH AMERICA             20      20            1
407                         SKYWEST AIRLINES             10      20            2
408                 LIFESPAN PHYSICIAN GROUP              8      20            1
409       ORACLE FINANCIAL SERVICES SOFTWARE              5      20            1
410                          AMAZON PAYMENTS             20      20            1
411                               EAN.COM LP             10      20            2
412                                     WOOT             20      20            1
413          ADVENTIST HEALTH SYSTEM/SUNBELT              1      19           19
414           BROOKHAVEN NATIONAL LABORATORY              1      19           19
415                                   ZOETIS              1      19           19
416           UNIVERSITY OF CALIFORNIA DAVIS              1      19           19
417                       UNIVERSITY OF UTAH              1      19           19
418 SIMON-KUCHER & PARTNERS STRATEGY & MARKE              1      19           19
419          AMERICAN GENERAL LIFE INSURANCE              1      19           19
420                VOLVO GROUP NORTH AMERICA              1      19           19
421                                    ITRON              1      19           19
422                        ARUP LABORATORIES              1      19           19
423                                GLASSDOOR              1      19           19
424                              INFORMATICA              1      19           19
425                                    YIPIT              1      19           19
426                                  NIO USA              1      18           18
427        UNIVERSITY OF CALIFORNIA BERKELEY              1      18           18
428          UNIVERSITY OF CALIFORNIA IRVINE              1      18           18
429                 WEST VIRGINIA UNIVERSITY              1      18           18
430                                  ARUP US              1      18           18
431          NEW ENGLAND CENTER FOR CHILDREN              1      18           18
432                MASTECH DIGITAL SOLUTIONS              1      18            3
433                        ADVANTEST AMERICA              1      18           18
434                                   MICRON              1      18           18
435            WEILL CORNELL MEDICAL COLLEGE              1      18           18
436                    GEORGETOWN UNIVERSITY              1      18           18
437       IOWA STATE UNIVERSITY OF SCIENCE &              1      18           18
438                                     TURO              1      17           17
439 UNIVERSITY OF MASSACHUSETTS CHAN MEDICAL              1      17           17
440             DANA-FARBER CANCER INSTITUTE              1      17           17
441          NORTH CAROLINA STATE UNIVERSITY              1      17           17
442                     GEORGIA INSTITUTE OF              1      17           17
443         NORTHWESTERN MEMORIAL HEALTHCARE              1      17           17
444                    UNIVERSITY OF HOUSTON              1      17           17
445                      NETEASE INFORMATION              1      17           17
446                          EFICENS SYSTEMS              1      17           17
447                   HARMONY PUBLIC SCHOOLS              1      17           17
448                   AQR CAPITAL MANAGEMENT              1      17           17
449                  EPSILON DATA MANAGEMENT              1      17           17
450                                  CHEVRON              1      17           17
451                                WISK AERO              1      17           17
452                                 MEDALLIA              1      16           16
453                      HEALTH CARE SERVICE              1      16           16
454                      CHILDREN'S HOSPITAL              1      16           16
455            UNIVERSITY OF COLORADO DENVER              1      16           16
456                    HEXAWARE TECHNOLOGIES              1      16           16
457          UNIVERSITY OF NOTRE DAME DU LAC              1      16           16
458                   CADENCE DESIGN SYSTEMS              1      16           16
459                            WING AVIATION              1      16           16
460                   SPIRENT COMMUNICATIONS              1      16           16
461                 B.I.G ARCHITECTURE D.P.C              1      16           16
462             SUNPOWER CORPORATION SYSTEMS              1      16           16
463                                 QUALCOMM              1      16           16
464                        DELOITTE & TOUCHE              1      16            6
465     BETH ISRAEL DEACONESS MEDICAL CENTER              1      16           16
466           CONTINENTAL AUTOMOTIVE SYSTEMS              1      16           16
467                                MAXLINEAR              1      16           16
468                   SKILLTUNE TECHNOLOGIES              1      16           16
469                            ALLEGIANT AIR              8      16            2
470                           MORADA PRODUCE              8      16            1
471                             CITIBANK N.A              1      15           15
472                      UNIVERSITY OF MIAMI              1      15           15
473      UNIVERSITY OF PITTSBURGH PHYSICIANS              1      15           15
474      ALBERT EINSTEIN COLLEGE OF MEDICINE              1      15           15
475                COLORADO STATE UNIVERSITY              1      15           15
476          ALLIANCE FOR SUSTAINABLE ENERGY              1      15           15
477                 MASTERCARD INTERNATIONAL              1      15           15
478              CLEVELAND CLINIC FOUNDATION              1      15           14
479                 BAYVIEW ASSET MANAGEMENT              1      15           15
480                     HEADWAY TECHNOLOGIES              1      15           15
481                UNIVERSITY OF CONNECTICUT              1      15           15
482                                    CYMER              1      15           15
483                    JUNIPER NETWORKS (US)              1      15           15
484              CEDARS-SINAI MEDICAL CENTER              1      15           15
485                                  VIAGOGO              1      15           15
486                         TRADEWEB MARKETS              1      15           15
487                              KLEINFELDER              1      15           15
488                   PARKVIEW HEALTH SYSTEM             13      15            1
489 CINCINNATI CHILDREN'S HOSPITAL MEDICAL C              1      15           15
490                    TEKLINK INTERNATIONAL              1      15            3
491                              NOBLE CARES             15      15            1
492                             A10 NETWORKS              1      15           15
493                                    ADOBE              5      15            3
494                           R V TATAN MAIL              3      15            5
495                              AMERIFLIGHT              5      15            3
496     MCKINSEY & COMPANY INC UNITED STATES             15      15            1
497                           ORACLE AMERICA             15      15            1
498                    FUJITSU NORTH AMERICA             15      15            1
499                               AMAZON.COM              5      15            3
500                        WIPRO VLSI DESIGN              2      15            1
501            DEUTSCHE BANK NEW YORK BRANCH              1      14           14
502                   LENOVO (UNITED STATES)              1      14           14
503                                MUFG BANK              1      14           14
504               UNIVERSITY OF GEORGIA; OGE              1      14           14
505                   UNIVERSITY OF COLORADO              1      14           14
506                       SKYWORKS SOLUTIONS              1      14           14
507                                SYNECHRON              1      14           14
508       OREGON HEALTH & SCIENCE UNIVERSITY              1      14           14
509                 UNIVERSITY OF NEW MEXICO              1      14           14
510                    HCL AMERICA SOLUTIONS              1      14           14
511                                     EXEL              1      14           14
512                 DELOITTE TOUCHE TOHMATSU              1      14           14
513                               CARDLYTICS              1      14           14
514                  OPEN AVENUES FOUNDATION              1      14           14
515                               WORLD FUEL              1      14           14
516                         TUFTS UNIVERSITY              1      13           13
517             WESTERN DIGITAL TECHNOLOGIES              1      13           13
518 SAVANNAH CHATHAM COUNTY PUBLIC SCHOOL SY              1      13           13
519                                DOW JONES              1      13           13
520            PENNSYLVANIA STATE UNIVERSITY              1      13           13
521              INFINITE COMPUTER SOLUTIONS              1      13           13
522                                      L&T              1      13           13
523     EMBRY-RIDDLE AERONAUTICAL UNIVERSITY              1      13           13
524                        COMPUTER PACKAGES              1      13           13
525 UNIVERSITY OF TEXAS HEALTH SCIENCE CENTE              1      13           13
526                         UCHICAGO ARGONNE              1      13           13
527 CALIFORNIA INSTITUTE OF TECHNOLOGY/JET P              1      13           13
528     DEUTSCHE BANK TRUST COMPANY AMERICAS              1      13           13
529           RUSH UNIVERSITY MEDICAL CENTER              1      13           13
530                               LIVEPERSON              1      12           12
531                                   ALTUDO              1      12           12
532                     GE ENERGY MANAGEMENT              1      12           12
533                 SYSTEMS TECHNOLOGY GROUP              1      12            5
534        UNIVERSITY OF ILLINOIS AT CHICAGO              1      12           12
535               CARNEGIE MELLON UNIVERSITY              1      12           12
536                   UNIVERSITY OF OKLAHOMA              1      12           12
537        ELECTRONIC ARTS-TIBURON A FLORIDA              1      12           12
538     MCKINSEY & COMPANY INC UNITED STATES              1      12           12
539                          LONZA BIOLOGICS              1      12           12
540         MH SUB I LLC DBA INTERNET BRANDS              1      12           12
541                OCHSNER CLINIC FOUNDATION              1      12           12
542                  FERMI RESEARCH ALLIANCE              1      12           12
543                                  MPHASIS              1      12           12
544                       TWITCH INTERACTIVE              1      12           12
545      DISTRICT OF COLUMBIA PUBLIC SCHOOLS              1      12           12
546              UNIVERSITY OF SOUTH FLORIDA              1      12           12
547                 FLORIDA STATE UNIVERSITY              1      12           12
548                                  PEPSICO              1      12           12
549 ADMINISTRATORS OF THE TULANE EDUCATIONAL              1      12           12
550                  SENSORMATIC ELECTRONICS              1      12           12
551      CHILDREN'S HOSPITAL OF PHILADELPHIA              1      12           12
552                    BOSTON MEDICAL CENTER              1      12           12
553 STANFORD UNIVERSITY/SLAC NATIONAL ACCELE              1      12           12
554                                 LIONTREE              1      12           12
555             GANDARA MENTAL HEALTH CENTER              1      12           12
556                         GEEKPLUS AMERICA              1      12           12
557                  OREGON STATE UNIVERSITY              1      12           12
558             CHARLESTON COUNTY GOVERNMENT             12      12            1
559                MASTECH DIGITAL ALLIANCES              1      12            2
560                   UNIVERSITY OF KENTUCKY              1      12           12
561                              GEN DIGITAL              1      12           12
562                        COMPASS GROUP USA              1      12           12
563                      BSH HOME APPLIANCES              1      12           12
564 DAIKIN COMFORT TECHNOLOGIES MANUFACTURIN              1      12           12
565                                  NEXTIVA              1      12           12
566                              KALITTA AIR              6      12            2
567                                GRAMMARLY              1      12           12
568                                    WIPRO              2      12            2
569               MASTECH DIGITAL RESOURCING              1      12            2
570                      MASTECH INFOTRELLIS              1      12            2
571               MASTECH DIGITAL CONSULTING              1      12            2
572                 SWISS RE AMERICA HOLDING              1      12           12
573                  INTEGRATED CARE SERVICE             12      12            1
574      CANTON MEDICAL EDUCATION FOUNDATION              5      12            1
575                                   A9.COM              1      11           11
576                       INSIGHT DIRECT USA              1      11           11
577                       KIMBERLY-CLARK USA              1      11           11
578                          CHRISTUS HEALTH              1      11           11
579                      ST AGNES HEALTHCARE             11      11            1
580                                XL GLOBAL              1      11           11
581                               FRAMESTORE              1      11           11
582            TRUSTEES OF BOSTON UNIVERSITY              1      11           11
583                    VANDERBILT UNIVERSITY              1      11           11
584              TEXAS A&M AGRILIFE RESEARCH              1      11           11
585                  UNIVERSITY OF ROCHESTER              1      11           11
586                                   LEIDOS              1      11           11
587            TAKE-TWO INTERACTIVE SOFTWARE              1      11           11
588                           BOSTON COLLEGE              1      11           11
589 RUTGERS THE STATE UNIVERSITY OF NEW JERS              1      11           11
590            FRED HUTCHINSON CANCER CENTER              1      11           11
591                  KANSAS STATE UNIVERSITY              1      11           11
592                                 IRONCLAD              1      11           11
593                                THUMBTACK              1      11           11
594                            FITCH RATINGS              1      11           11
595             CARESOFT GLOBAL TECHNOLOGIES              1      11           11
596                               LANDDESIGN              1      11           11
597                           DIGNITY HEALTH              1      11           11
598                            IRIS SOFTWARE              1      11           11
599                           COX AUTOMOTIVE              1      11           11
600                             ATI HOLDINGS              1      11           11
601 UNIVERSITY OF CALIFORNIA AT SANTA BARBAR              1      11           11
602                               JUSTANSWER              1      11           11
603              MCCARTHY BUILDING COMPANIES              1      11           11
604                               HTC GLOBAL              1      11           11
605                                   KOHLER              1      11           11
606                     TECHNIP ENERGIES USA              1      11           11
607                            ADMARKETPLACE              1      11           11
608                                   AXIOMA              1      11           11
609                             CREDIT KARMA              1      11           11
610                                BYTEDANCE              1      10           10
611                    DALLAS AERIAL SURVEYS              4      10            2
612       DWS INVESTMENT MANAGEMENT AMERICAS              1      10           10
613                            INTEL FEDERAL              1      10           10
614                                  MODEL N              1      10           10
615                    RANDSTAD TECHNOLOGIES              1      10           10
616            INSTITUTE FOR CANCER RESEARCH              1      10           10
617 UNIVERSITY OF TEXAS HEALTH SCIENCE CENTE              1      10           10
618         UNIVERSITY OF TEXAS AT ARLINGTON              1      10           10
619                                    ZYNGA              1      10           10
620                       CLEMSON UNIVERSITY              1      10           10
621                  CALIFORNIA INSTITUTE OF              1      10           10
622         RENSSELAER POLYTECHNIC INSTITUTE              1      10           10
623             UNIVERSITY OF SOUTH CAROLINA              1      10           10
624                 JACOBS ENGINEERING GROUP              1      10           10
625                          BOSTON DYNAMICS              1      10           10
626                                 DEEBECON              1      10            4
627 TEMPLE UNIVERSITY--A COMMONWEALTH UNIVER              1      10           10
628              PHOENIX TECHNICAL SOLUTIONS              2      10            1
629                               UST GLOBAL              1      10           10
630                             HEALTHEQUITY              1      10           10
631           CREDIT SUISSE ASSET MANAGEMENT              1      10           10
632                                   PAYPAL              1      10           10
633                                    C3.AI              1      10           10
634                 FACTORY MUTUAL INSURANCE              1      10           10
635 INDIANA UNIVERSITY PURDUE UNIVERSITY IND              1      10           10
636                   ACUITY BRANDS LIGHTING              1      10           10
637                    TEXAS TECH UNIVERSITY              1      10           10
638                    UTAH STATE UNIVERSITY              1      10           10
639                               LINKLATERS              1      10           10
640     LAWRENCE LIVERMORE NATIONAL SECURITY              1      10           10
641                                 LOGITECH              1      10           10
642                          BROAD INSTITUTE              1      10           10
643 STATE UNIVERSITY OF NEW YORK AT BINGHAMT              1      10           10
644                           INFOSYS PUBLIC             10      10            1
645                         PTC THERAPEUTICS              5      10            2
646                  BRONXCARE HEALTH SYSTEM             10      10            1
647                        VIR BIOTECHNOLOGY              1      10           10
648                      FLEXTRONICS AMERICA              1      10           10
649                             SPED THERAPY              5      10            2
650                          GEORGIA-PACIFIC              1      10           10
651              LOYOLA MARYMOUNT UNIVERSITY              1      10           10
652                   AVAGO TECHNOLOGIES U.S              2      10            1
653          VAUGHAN REGIONAL MEDICAL CENTER             10      10            1
654              THOMAS JEFFERSON UNIVERSITY              1      10           10
655              CLEVELAND CLINIC FOUNDATION              5      10            1
656          VT MOBILE AEROSPACE ENGINEERING             10      10            1
657                        SUNRAY ENTERPRISE              1      10           10
658                         WW INTERNATIONAL              1      10           10
659       ORACLE FINANCIAL SERVICES SOFTWARE              2      10            1
660                        SCIENCE SOLUTIONS             10      10            1
661                     ALPHA NET CONSULTING              1      10           10
662                            AMAZON.COM.CA             10      10            1
663                    PHILIPS NORTH AMERICA              2      10            1
664                                 PILLPACK             10      10            1
665          METHODIST LE BONHEUR HEALTHCARE             10      10            1
666                                 NAVISOFT              5      10            2
667                                   A9.COM             10      10            1
668                         REAL RESULTS ABA              5      10            2
669                   SOLOMON CORDWELL BUENZ              1      10            2
670             PHILIPS IMAGE GUIDED THERAPY              2      10            1
671           PHILIPS HEALTHCARE INFORMATICS              2      10            1
672                               SERVICENOW              2      10            1
673           BROCADE COMMUNICATIONS SYSTEMS              2      10            1
674 UNITED CEREBRAL PALSY ASSOCIATIONS OF NY              1      10           10
675                         BOLUDE TRANSPORT             10      10            1
676                                OMSAI COM              5      10            2
677 UMASS MEMORIAL HEALTH ALLIANCE CLINTON H             10      10            1
678               UMASS MEMORIAL HEALTH CARE             10      10            1
679                                 IMDB.COM             10      10            1
680              NEW MEXICO STATE UNIVERSITY              1       9            9
681                                    NTESS              1       9            9
682                       ICW GROUP HOLDINGS              1       9            9
683                                 PILLPACK              1       9            9
684                                   VENTIV              1       9            9
685                         REED HILDERBRAND              1       9            9
686                       LEIDOS ENGINEERING              1       9            9
687                                  INFOSYS              1       9            9
688            UNIVERSITY OF TEXAS AT DALLAS              1       9            9
689                   UNIVERSITY OF ARKANSAS              1       9            9
690                    EVERSANA LIFE SCIENCE              1       9            9
691 UNIVERSITY OF ARKANSAS FOR MEDICAL SCIEN              1       9            9
692                                    NAVAN              1       9            9
693                              RAINE GROUP              1       9            9
694                            POPULUS GROUP              1       9            9
695                           SANFORD HEALTH              1       9            9
696  UNIVERSITY OF MARYLAND BALTIMORE COUNTY              1       9            9
697                           SMITH & NEPHEW              1       9            9
698                    BEYONDSOFT CONSULTING              1       9            9
699                 BATTELLE ENERGY ALLIANCE              1       9            9
700             EASTERN MAINE MEDICAL CENTER              1       9            9
701         FLORIDA INTERNATIONAL UNIVERSITY              1       9            9
702                 GEORGIA STATE UNIVERSITY              1       9            9
703        QUINN EMANUEL URQUHART & SULLIVAN              1       9            9
704                                    TESLA              1       9            9
705                                   TWILIO              1       9            9
706          COLLETON COUNTY SCHOOL DISTRICT              1       9            9
707                   AVIS BUDGET CAR RENTAL              1       9            9
708                         VALKYRIE TRADING              1       9            9
709                         SECURITY BENEFIT              1       9            9
710                              CHAINALYSIS              1       9            9
711     BOEHRINGER INGELHEIM PHARMACEUTICALS              1       9            9
712                  MACIAS GINI & O'CONNELL              1       9            9
713          CASE WESTERN RESERVE UNIVERSITY              1       9            9
714                                  REMITLY              1       9            9
715                               NEXTRACKER              1       9            9
716                            EOG RESOURCES              1       9            9
717                       IFM INVESTORS (US)              1       9            9
718                HOME FOR LITTLE WANDERERS              1       9            9
719         SAN JOSE UNIFIED SCHOOL DISTRICT              1       9            9
720                     REVOLUTION MEDICINES              1       9            9
721                 HAGGARD CAMPUS CHILDCARE              4       9            2
722                           SHAMROCK FOODS              1       9            9
723                                    SHURE              1       9            9
724                          GANNETT FLEMING              1       9            9
725                         KIRKLAND & ELLIS              1       9            9
726                                 VIDEOAMP              1       9            9
727       CONTINENTAL AUTONOMOUS MOBILITY US              1       9            9
728                     STANFORD HEALTH CARE              1       9            9
729 H LEE MOFFITT CANCER CENTER & RESEARCH I              1       8            8
730                                    E INK              1       8            8
731           SONY INTERACTIVE ENTERTAINMENT              1       8            8
732                       ZEBRA TECHNOLOGIES              1       8            8
733                                 BRAINLAB              1       8            8
734                        ELECTRIC HYDROGEN              1       8            8
735                         AXLE INFORMATICS              1       8            8
736         AYCO COMPANY L.P A GOLDMAN SACHS              1       8            8
737                                  MATTSON              1       8            8
738                  UNIVERSITY OF TENNESSEE              1       8            8
739               ABINGTON MEMORIAL HOSPITAL              6       8            1
740                         BROWN UNIVERSITY              1       8            8
741                  TRIAD NATIONAL SECURITY              1       8            8
742               MACOM TECHNOLOGY SOLUTIONS              1       8            8
743             MEDICAL COLLEGE OF WISCONSIN              1       8            8
744                  GEORGE MASON UNIVERSITY              1       8            8
745 UNIVERSITY OF NORTH CAROLINA AT CHAPEL H              1       8            8
746                 HENRY FORD HEALTH SYSTEM              1       8            8
747                        XP INVESTMENTS US              1       8            8
748          BOR USGA OBO AUGUSTA UNIVERSITY              1       8            8
749    SALK INSTITUTE FOR BIOLOGICAL STUDIES              1       8            8
750                               STAIDLOGIC              1       8            8
751                       JACKSON LABORATORY              1       8            8
752                MIDLAND CREDIT MANAGEMENT              1       8            8
753                          SINGULAR PEOPLE              1       8            8
754                     MOUNT SINAI HOSPITAL              1       8            8
755                                 BARCLAYS              1       8            8
756 LOUISIANA STATE UNIVERSITY & A&M COLLEGE              1       8            8
757 RESEARCH CORPORATION OF THE UNIVERSITY O              1       8            8
758                                AXOS BANK              1       8            8
759                        COMPUTER SCIENCES              8       8            1
760                                     EBAY              1       8            8
761                      PYTHUS TECHNOLOGIES              1       8            8
762                  NORTHEASTERN UNIVERSITY              1       8            8
763                                  EXPEDIA              1       8            8
764                          HALEY & ALDRICH              1       8            8
765                        DREXEL UNIVERSITY              1       8            8
766                   ROCKEFELLER UNIVERSITY              1       8            8
767                      AUTOMATION ANYWHERE              1       8            8
768                        BLACKLINE SYSTEMS              1       8            8
769                            AMAZON.COM.CA              1       8            8
770                    CAMBRIDGE SYSTEMATICS              1       8            8
771                              HARVEY NASH              1       8            8
772                     HEADWAY TECHNOLOGIES              2       8            4
773                      STRAND THERAPEUTICS              1       8            8
774                             AURIS HEALTH              1       8            8
775                MONTEFIORE MEDICAL CENTER              1       8            8
776        MASSACHUSETTS EYE & EAR INFIRMARY              1       8            8
777                 GAS TRANSMISSION SYSTEMS              1       8            8
778  MINNESOTA STATE COLLEGES & UNIVERSITIES              1       8            8
779                                  VIRTUSA              1       8            8
780              RESEARCH FOUNDATION OF CUNY              1       8            8
781 LENOVO GLOBAL TECHNOLOGY (UNITED STATES)              1       8            8
782           FUJITSU NETWORK COMMUNICATIONS              1       8            8
783                  YALE-NEW HAVEN HOSPITAL              1       8            8
784                             DOUBLEVERIFY              1       8            8
785                      SYRACUSE UNIVERSITY              1       8            8
786                                   KOTERA              2       8            4
787                                COALITION              1       8            8
788                        REVENUE ANALYTICS              1       8            8
789                 JAG-ONE PHYSICAL THERAPY              1       8            8
790                         OSCAR MANAGEMENT              4       8            2
791             DRISCOLL CHILDREN'S HOSPITAL              8       8            1
792                       GUIDEHOUSE DIGITAL              1       8            8
793               NOVA MEASURING INSTRUMENTS              1       8            8
794                      BRACEBRIDGE CAPITAL              1       8            8
795                               SIMPLISAFE              1       8            8
796                         EBSCO PUBLISHING              1       8            8
797                 SWISS RE MANAGEMENT (US)              1       8            8
798                                 OMNICELL              1       8            8
799                          STEMILT GROWERS              8       8            1
800         PROGRESSIVE INDIVIDUAL RESOURCES              8       8            1
801                         CLEVELAND CLINIC              4       8            2
802                MAIMONIDES MEDICAL CENTER              1       7            7
803               ANDERSON CENTER FOR AUTISM              1       7            7
804                           ANNAPURNA LABS              1       7            7
805                                    FIGMA              1       7            7
806                        RIVIAN AUTOMOTIVE              1       7            7
807                    HAVAS MEDIA GROUP USA              1       7            7
808                            MIDWEST GOODS              1       7            7
809 IOWA PHYSICIANS CLINIC MEDICAL FOUNDATIO              1       7            7
810            UNIVERSITY OF CENTRAL FLORIDA              1       7            7
811                       COMTEC CONSULTANTS              1       7            7
812               DARTMOUTH-HITCHCOCK CLINIC              1       7            7
813                    UNIVERSITY OF VERMONT              1       7            7
814                                MIND TECH              1       7            7
815                          CAPITAL MARKETS              1       7            7
816                  BOSTON CONSULTING GROUP              1       7            7
817                           SOCIAL FINANCE              1       7            7
818              MICRO PRECISION CALIBRATION              1       7            7
819     UNIVERSITY OF CHICAGO MEDICAL CENTER              1       7            7
820                   GE HEALTHCARE IITS USA              1       7            7
821               ROCHESTER GENERAL HOSPITAL              1       7            7
822               EL CAMPO MEMORIAL HOSPITAL              1       7            7
823                        BAYLOR UNIVERSITY              1       7            7
824                                  XORIANT              1       7            3
825                     STEVENS INSTITUTE OF              1       7            7
826         CHINA MOBILE INTERNATIONAL (USA)              1       7            7
827                                OPERATION              1       7            7
828          CHILDREN'S HOSPITAL LOS ANGELES              1       7            7
829               SCRIPPS RESEARCH INSTITUTE              1       7            7
830                          TARANA WIRELESS              1       7            7
831          PRICEWATERHOUSECOOPERS ADVISORY              1       7            7
832                     ROCKSTAR NEW ENGLAND              1       7            7
833         MARY HITCHCOCK MEMORIAL HOSPITAL              1       7            7
834 BECKMAN RESEARCH INSTITUTE OF THE CITY O              1       7            7
835                                INCONTACT              1       7            7
836            HILLCREST EDUCATIONAL CENTERS              1       7            7
837                      W.M RICE UNIVERSITY              1       7            7
838                ALPS ALPINE NORTH AMERICA              1       7            7
839            RANDSTAD GENERAL PARTNER (US)              1       7            7
840                    T.Y LIN INTERNATIONAL              1       7            7
841                               INSPUR USA              1       7            7
842              BRAINS TECHNOLOGY SOLUTIONS              1       7            5
843                          ALLEN INSTITUTE              1       7            7
844                        DISCOVER PRODUCTS              1       7            7
845                               TPS THAYER              1       7            7
846                   RIGID GLOBAL BUILDINGS              7       7            1
847  ANGELES COLLEGE CITY OF INDUSTRY CAMPUS              1       7            7
848                           R V TATAN MAIL              1       7            7
849                            BOSCH REXROTH              1       7            7
850                            APEX ANALYTIX              1       7            7
851                                 BILL.COM              1       7            7
852                      LNFOSHORE SOLUTIONS              1       7            7
853                         REAL RESULTS ABA              7       7            1
854                                    QUORA              1       7            7
855 LOMA LINDA - INLAND EMPIRE CONSORTIUM FO              1       7            7
856                              WINE BY JOE              7       7            1
857                          UNMC PHYSICIANS              1       7            7
858                              KALITTA AIR              7       7            1
859           NASH COUNTY BOARD OF EDUCATION              1       6            6
860      UNIVERSITY OF LOUISVILLE PHYSICIANS              1       6            6
861                        SENTI BIOSCIENCES              1       6            6
862                                     AT&T              1       6            6
863                 BITWISE ASSET MANAGEMENT              1       6            6
864                       ROCKSTAR SAN DIEGO              1       6            6
865                    LIVE NATION WORLDWIDE              1       6            6
866     CENTRAL CONSOLIDATED SCHOOL DISTRICT              1       6            6
867       DALLAS INDEPENDENT SCHOOL DISTRICT              1       6            6
868                   ELEVATE CREDIT SERVICE              1       6            6
869                        COLORADO SEMINARY              1       6            6
870                                 NOVARTIS              1       6            6
871                     UNIVERSITY OF KANSAS              1       6            6
872                                      GAP              1       6            6
873 TEXAS A&M ENGINEERING EXPERIMENT STATION              1       6            6
874       CHILDREN'S NATIONAL MEDICAL CENTER              1       6            6
875        GET CORP PAYROLL ACCOUNTING & TAX              3       6            2
876              MADISON PARISH SCHOOL BOARD              1       6            6
877                               CITIUSTECH              1       6            6
878            NORTH DAKOTA STATE UNIVERSITY              1       6            6
879          DUKE UNIVERSITY & HEALTH SYSTEM              1       6            6
880                KENNESAW STATE UNIVERSITY              1       6            6
881    UNIVERSITY OF NEBRASKA MEDICAL CENTER              1       6            6
882              JAPANESE CHILDREN'S SOCIETY              1       6            6
883             VAN ANDEL RESEARCH INSTITUTE              1       6            6
884            TRUSTEES OF DARTMOUTH COLLEGE              1       6            6
885                           ROCKSTAR GAMES              1       6            6
886                         SCOR REINSURANCE              1       6            6
887              SEATTLE CHILDREN'S HOSPITAL              1       6            6
888                        ELDRIDGE BUSINESS              1       6            6
889 RESEARCH INSTITUTE AT NATIONWIDE CHILDRE              1       6            6
890                      ODESSA TECHNOLOGIES              1       6            6
891                                      FMC              1       6            6
892                               DANISCO US              1       6            6
893              INTERDIGITAL COMMUNICATIONS              1       6            6
894                 BRIGHAM YOUNG UNIVERSITY              1       6            6
895    UNIVERSITY OF TEXAS RIO GRANDE VALLEY              1       6            6
896                                BUSITANTS              1       6            6
897                          FOURSQUARE LABS              1       6            6
898                           KIOXIA AMERICA              1       6            6
899                          KING & SPALDING              6       6            1
900                        AVENUE SECURITIES              1       6            6

Top 900 Applications, ordered by NEW_EMPLOYMENT, FY 2023 Q2

LCA DISCLOSURE DATA, FY 2023 Q2
(CASE_STATUS=CERTIFIED$, DECISION_DATE=2023)

NUMBER OF ROWS     = 122,975
MEAN(SALARY)       = 172471.488618662

  YEAR WORKERS APPLICATIONS
1 2023  301993       122975

    YEAR CASE_STATUS DECISION_DATE                                SOC_TITLE BEGIN_DATE TOTAL_WORKERS NEW_EMPLOYMENT                        EMPLOYER_NAME          WORK_CITY WORK_STATE WAGE_RATE_FROM WAGE_PWAGE
1   2023   CERTIFIED    2023-03-16 EDUCATION AND CHILDCARE ADMINISTRATORS,  2023-04-20           250            250       KATORIAN HOPE FOR THE REFUGEES   WEST VALLEY CITY         UT           7.25   1.000000
2   2023   CERTIFIED    2023-03-16 FIRST-LINE SUPERVISORS OF CONSTRUCTION T 2023-04-20           250            250       KATORIAN HOPE FOR THE REFUGEES           HERRIMAN         UT           7.25   1.000000
3   2023   CERTIFIED    2023-03-16 FIRST-LINE SUPERVISORS OF CONSTRUCTION T 2023-04-20           250            250       KATORIAN HOPE FOR THE REFUGEES   WEST VALLEY CITY         UT           7.25   1.000000
4   2023   CERTIFIED    2023-03-22 HELPERS--BRICKMASONS, BLOCKMASONS, STONE 2023-04-20           250            250       KATORIAN HOPE FOR THE REFUGEES           HARRIMAN         UT           7.25   1.000000
5   2023   CERTIFIED    2023-03-22 EDUCATION AND CHILDCARE ADMINISTRATORS,  2023-04-20           250            250       KATORIAN HOPE FOR THE REFUGEES     SALT LAKE CITY         UT           7.25   1.000000
6   2023   CERTIFIED    2023-01-02             OPERATIONS RESEARCH ANALYSTS 2023-06-21           100            100                           AMAZON.COM            SEATTLE         WA       90917.00   1.000000
7   2023   CERTIFIED    2023-01-02             OPERATIONS RESEARCH ANALYSTS 2023-06-21           100            100                           AMAZON.COM            SEATTLE         WA      107910.00   1.000000
8   2023   CERTIFIED    2023-01-02 COMPUTER AND INFORMATION RESEARCH SCIENT 2023-06-21           100            100        AMAZON DEVELOPMENT CENTER U.S            SEATTLE         WA      128981.00   1.000000
9   2023   CERTIFIED    2023-01-02 COMPUTER AND INFORMATION RESEARCH SCIENT 2023-06-21           100            100        AMAZON DEVELOPMENT CENTER U.S           NEW YORK         NY       84635.00   1.000000
10  2023   CERTIFIED    2023-01-02 COMPUTER AND INFORMATION RESEARCH SCIENT 2023-06-21           100            100                           AMAZON.COM      NORTH READING         MA       98946.00   1.000000
11  2023   CERTIFIED    2023-01-02 COMPUTER AND INFORMATION RESEARCH SCIENT 2023-06-21           100            100                           AMAZON.COM         PITTSBURGH         PA       81328.00   1.000000
12  2023   CERTIFIED    2023-01-02 COMPUTER AND INFORMATION RESEARCH SCIENT 2023-06-21           100            100                           AMAZON.COM          CUPERTINO         CA      140067.00   1.000000
13  2023   CERTIFIED    2023-01-02 COMPUTER AND INFORMATION RESEARCH SCIENT 2023-06-21           100            100                           AMAZON.COM          ARLINGTON         VA       90605.00   1.000000
14  2023   CERTIFIED    2023-01-02 COMPUTER AND INFORMATION RESEARCH SCIENT 2023-06-21           100            100                           AMAZON.COM          SUNNYVALE         CA      140067.00   1.000000
15  2023   CERTIFIED    2023-01-02 COMPUTER AND INFORMATION RESEARCH SCIENT 2023-06-21           100            100        AMAZON DEVELOPMENT CENTER U.S        SANTA CLARA         CA      140067.00   1.000000
16  2023   CERTIFIED    2023-01-02             OPERATIONS RESEARCH ANALYSTS 2023-06-21           100            100                   AMAZON ADVERTISING           NEW YORK         NY      101400.00   1.000000
17  2023   CERTIFIED    2023-01-02             OPERATIONS RESEARCH ANALYSTS 2023-06-21           100            100                           AMAZON.COM       SANTA MONICA         CA       98030.00   1.000000
18  2023   CERTIFIED    2023-01-02 COMPUTER AND INFORMATION RESEARCH SCIENT 2023-06-21           100            100                           AMAZON.COM            CHICAGO         IL       83886.00   1.000000
19  2023   CERTIFIED    2023-01-02 COMPUTER AND INFORMATION RESEARCH SCIENT 2023-06-21           100            100                           AMAZON.COM             AUSTIN         TX       74797.00   1.000000
20  2023   CERTIFIED    2023-01-02 COMPUTER AND INFORMATION RESEARCH SCIENT 2023-06-21           100            100                          AMAZON DATA            SEATTLE         WA      128981.00   1.000000
21  2023   CERTIFIED    2023-01-02             OPERATIONS RESEARCH ANALYSTS 2023-06-21           100            100                           AMAZON.COM          ARLINGTON         VA       87714.00   1.000000
22  2023   CERTIFIED    2023-01-02             OPERATIONS RESEARCH ANALYSTS 2023-06-21           100            100                           AMAZON.COM           NEW YORK         NY       80413.00   1.000000
23  2023   CERTIFIED    2023-01-03                      SOFTWARE DEVELOPERS 2023-06-25           100            100                           AMAZON.COM            SEATTLE         WA      106642.00   1.000000
24  2023   CERTIFIED    2023-01-03                      SOFTWARE DEVELOPERS 2023-06-25           100            100                           AMAZON WEB            SEATTLE         WA      106642.00   1.000000
25  2023   CERTIFIED    2023-01-06 SOFTWARE QUALITY ASSURANCE ANALYSTS AND  2023-06-28           100            100                           AMAZON.COM            SEATTLE         WA       60819.00   1.000000
26  2023   CERTIFIED    2023-01-06                        GRAPHIC DESIGNERS 2023-06-28           100            100                           AMAZON.COM            SEATTLE         WA       81557.00   1.000000
27  2023   CERTIFIED    2023-01-06                        GRAPHIC DESIGNERS 2023-06-28           100            100                           AMAZON.COM            SEATTLE         WA       49691.00   1.000000
28  2023   CERTIFIED    2023-01-09                      SOFTWARE DEVELOPERS 2023-07-01           100            100                           AMAZON.COM            SEATTLE         WA      127338.00   1.000000
29  2023   CERTIFIED    2023-01-09                      SOFTWARE DEVELOPERS 2023-07-01           100            100                           AMAZON.COM            SEATTLE         WA      127338.00   1.000000
30  2023   CERTIFIED    2023-01-09                      SOFTWARE DEVELOPERS 2023-07-01           100            100                           AMAZON.COM            SEATTLE         WA      127338.00   1.000000
31  2023   CERTIFIED    2023-01-09                      SOFTWARE DEVELOPERS 2023-07-01           100            100                           AMAZON.COM            SEATTLE         WA      127338.00   1.000000
32  2023   CERTIFIED    2023-01-09                      SOFTWARE DEVELOPERS 2023-07-01           100            100                           AMAZON.COM            SEATTLE         WA      127338.00   1.000000
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821 2023   CERTIFIED    2023-02-01 SOFTWARE QUALITY ASSURANCE ANALYSTS AND  2023-07-24            50             50        AMAZON DEVELOPMENT CENTER U.S            SEATTLE         WA       83928.00   1.000000
822 2023   CERTIFIED    2023-02-01             OPERATIONS RESEARCH ANALYSTS 2023-07-24            50             50                           AMAZON WEB          ARLINGTON         VA       87714.00   1.000000
823 2023   CERTIFIED    2023-02-01             OPERATIONS RESEARCH ANALYSTS 2023-07-24            50             50        AMAZON DEVELOPMENT CENTER U.S            SEATTLE         WA      107910.00   1.000000
824 2023   CERTIFIED    2023-02-01                      SOFTWARE DEVELOPERS 2023-07-24            50             50                           AMAZON.COM          ARLINGTON         VA      110240.00   1.000000
825 2023   CERTIFIED    2023-02-01                      SOFTWARE DEVELOPERS 2023-07-24            50             50        AMAZON DEVELOPMENT CENTER U.S            SEATTLE         WA      127338.00   1.000000
826 2023   CERTIFIED    2023-02-01 SOFTWARE QUALITY ASSURANCE ANALYSTS AND  2023-07-24            50             50                           AMAZON.COM             BOSTON         MA       93766.00   1.000000
827 2023   CERTIFIED    2023-02-01           BUSINESS INTELLIGENCE ANALYSTS 2023-07-24            50             50                           AMAZON.COM            SEATTLE         WA      113090.00   1.000000
828 2023   CERTIFIED    2023-02-01                      SOFTWARE DEVELOPERS 2023-07-24            50             50                           AMAZON WEB             AUSTIN         TX       78758.00   1.098162
829 2023   CERTIFIED    2023-02-01                COMPUTER SYSTEMS ANALYSTS 2023-07-24            50             50                           AMAZON.COM            SEATTLE         WA      116917.00   1.000000
830 2023   CERTIFIED    2023-02-01                      SOFTWARE DEVELOPERS 2023-07-24            50             50                           AMAZON.COM          SUNNYVALE         CA      141378.00   1.000000
831 2023   CERTIFIED    2023-02-01     COMPUTER NETWORK SUPPORT SPECIALISTS 2023-07-24            50             50                           AMAZON WEB             DALLAS         TX       64147.00   1.000000
832 2023   CERTIFIED    2023-02-01 SOFTWARE QUALITY ASSURANCE ANALYSTS AND  2023-07-24            50             50                           AMAZON.COM            SEATTLE         WA       60819.00   1.000000
833 2023   CERTIFIED    2023-02-01                      SOFTWARE DEVELOPERS 2023-07-24            50             50                           AMAZON.COM             AUSTIN         TX       71718.00   1.000000
834 2023   CERTIFIED    2023-02-01                      SOFTWARE DEVELOPERS 2023-07-24            50             50                           AMAZON.COM              TEMPE         AZ       74443.00   1.000000
835 2023   CERTIFIED    2023-02-01             OPERATIONS RESEARCH ANALYSTS 2023-07-24            50             50                           AMAZON.COM              TEMPE         AZ       78270.00   1.000000
836 2023   CERTIFIED    2023-02-01           BUSINESS INTELLIGENCE ANALYSTS 2023-07-24            50             50                           AMAZON.COM            SEATTLE         WA       90438.00   1.000000
837 2023   CERTIFIED    2023-02-01                      SOFTWARE DEVELOPERS 2023-07-24            50             50                           AMAZON.COM            SEATTLE         WA      106642.00   1.000000
838 2023   CERTIFIED    2023-02-01 SOFTWARE QUALITY ASSURANCE ANALYSTS AND  2023-07-24            50             50                           AMAZON.COM         PITTSBURGH         PA       51126.00   1.000000
839 2023   CERTIFIED    2023-02-01                      SOFTWARE DEVELOPERS 2023-07-24            50             50                           AMAZON.COM             AUSTIN         TX       92040.00   1.000000
840 2023   CERTIFIED    2023-02-01                      SOFTWARE DEVELOPERS 2023-07-24            50             50                           AMAZON WEB            SEATTLE         WA      106642.00   1.000000
841 2023   CERTIFIED    2023-02-02     COMPUTER NETWORK SUPPORT SPECIALISTS 2023-07-25            50             50                           AMAZON.COM             DALLAS         TX       48838.00   1.000000
842 2023   CERTIFIED    2023-02-02                          SALES ENGINEERS 2023-07-25            50             50                           AMAZON WEB            SEATTLE         WA      138091.00   1.000000
843 2023   CERTIFIED    2023-02-02  INFORMATION TECHNOLOGY PROJECT MANAGERS 2023-07-25            50             50                          AMAZON DATA            SEATTLE         WA       99549.00   1.000000
844 2023   CERTIFIED    2023-02-02              REGULATORY AFFAIRS MANAGERS 2023-07-25            50             50                           AMAZON.COM          SUNNYVALE         CA      154294.00   1.000000
845 2023   CERTIFIED    2023-02-02  INFORMATION TECHNOLOGY PROJECT MANAGERS 2023-07-25            50             50                           AMAZON.COM           BELLEVUE         WA       99549.00   1.000000
846 2023   CERTIFIED    2023-02-02     COMPUTER NETWORK SUPPORT SPECIALISTS 2023-07-25            50             50                           AMAZON.COM   CITY OF INDUSTRY         CA       46925.00   1.000000
847 2023   CERTIFIED    2023-02-03                      SOFTWARE DEVELOPERS 2023-07-26            50             50                           AMAZON.COM            SEATTLE         WA      106642.00   1.000000
848 2023   CERTIFIED    2023-02-03                      SOFTWARE DEVELOPERS 2023-07-26            50             50                           AMAZON.COM            SEATTLE         WA      106642.00   1.000000
849 2023   CERTIFIED    2023-02-03             OPERATIONS RESEARCH ANALYSTS 2023-07-26            50             50                           AMAZON.COM            SEATTLE         WA       83554.00   1.130284
850 2023   CERTIFIED    2023-02-08 TRANSPORTATION, STORAGE, AND DISTRIBUTIO 2023-07-31            50             50                           AMAZON.COM            SEATTLE         WA      100048.00   1.000000
851 2023   CERTIFIED    2023-02-08             OPERATIONS RESEARCH ANALYSTS 2023-07-31            50             50                           AMAZON.COM            SEATTLE         WA       90917.00   1.000000
852 2023   CERTIFIED    2023-02-08                      SOFTWARE DEVELOPERS 2023-07-31            50             50                           AMAZON.COM          ARLINGTON         VA       86819.00   1.000000
853 2023   CERTIFIED    2023-02-08                      SOFTWARE DEVELOPERS 2023-07-31            50             50                          AMAZON DATA            SEATTLE         WA      106642.00   1.000000
854 2023   CERTIFIED    2023-02-08  INFORMATION TECHNOLOGY PROJECT MANAGERS 2023-07-31            50             50        AMAZON DEVELOPMENT CENTER U.S            SEATTLE         WA       99549.00   1.000000
855 2023   CERTIFIED    2023-02-08                      SOFTWARE DEVELOPERS 2023-07-31            50             50                          AMAZON DATA            SEATTLE         WA      106642.00   1.000000
856 2023   CERTIFIED    2023-02-08                      SOFTWARE DEVELOPERS 2023-07-31            50             50        AMAZON DEVELOPMENT CENTER U.S          ARLINGTON         VA       86819.00   1.000000
857 2023   CERTIFIED    2023-02-08  INFORMATION TECHNOLOGY PROJECT MANAGERS 2023-07-31            50             50        AMAZON DEVELOPMENT CENTER U.S            SEATTLE         WA       99549.00   1.000000
858 2023   CERTIFIED    2023-02-08             OPERATIONS RESEARCH ANALYSTS 2023-07-31            50             50                           AMAZON.COM            SEATTLE         WA       90917.00   1.000000
859 2023   CERTIFIED    2023-02-08 TRANSPORTATION, STORAGE, AND DISTRIBUTIO 2023-07-31            50             50                           AMAZON.COM            SEATTLE         WA      100048.00   1.000000
860 2023   CERTIFIED    2023-02-08  INFORMATION TECHNOLOGY PROJECT MANAGERS 2023-07-31            50             50                           AMAZON.COM            SEATTLE         WA       73466.00   1.000000
861 2023   CERTIFIED    2023-02-08                      SOFTWARE DEVELOPERS 2023-07-31            50             50        AMAZON DEVELOPMENT CENTER U.S          ARLINGTON         VA       86819.00   1.000000
862 2023   CERTIFIED    2023-02-09                      SOFTWARE DEVELOPERS 2023-08-01            50             50        AMAZON DEVELOPMENT CENTER U.S            SEATTLE         WA      127338.00   1.000000
863 2023   CERTIFIED    2023-02-09                      SOFTWARE DEVELOPERS 2023-08-01            50             50                           AMAZON.COM        CULVER CITY         CA       80122.00   1.000000
864 2023   CERTIFIED    2023-02-10                      SOFTWARE DEVELOPERS 2023-08-02            50             50        AMAZON DEVELOPMENT CENTER U.S            SEATTLE         WA      106642.00   1.000000
865 2023   CERTIFIED    2023-02-10                      SOFTWARE DEVELOPERS 2023-08-02            50             50                           AMAZON.COM            SEATTLE         WA      127338.00   1.000000
866 2023   CERTIFIED    2023-02-13                      SOFTWARE DEVELOPERS 2023-08-05            50             50                           AMAZON.COM             AUSTIN         TX       71718.00   1.000000
867 2023   CERTIFIED    2023-02-13                          DATA SCIENTISTS 2023-07-20            50             50                    UBER TECHNOLOGIES      SAN FRANCISCO         CA      127000.00   1.005726
868 2023   CERTIFIED    2023-02-13                      SOFTWARE DEVELOPERS 2023-08-05            50             50                           AMAZON.COM           NEW YORK         NY       85197.00   1.000000
869 2023   CERTIFIED    2023-02-13                      SOFTWARE DEVELOPERS 2023-07-20            50             50                    UBER TECHNOLOGIES          SUNNYVALE         CA      174000.00   1.040987
870 2023   CERTIFIED    2023-02-13                      SOFTWARE DEVELOPERS 2023-08-05            50             50                           AMAZON WEB            SEATTLE         WA      106642.00   1.000000
871 2023   CERTIFIED    2023-02-13                      SOFTWARE DEVELOPERS 2023-08-05            50             50        AMAZON DEVELOPMENT CENTER U.S          ARLINGTON         VA       86819.00   1.000000
872 2023   CERTIFIED    2023-02-13                      SOFTWARE DEVELOPERS 2023-08-05            50             50                           AMAZON.COM            SEATTLE         WA      106642.00   1.000000
873 2023   CERTIFIED    2023-02-13                      SOFTWARE DEVELOPERS 2023-08-05            50             50                           AMAZON.COM      SAN FRANCISCO         CA      115586.00   1.073820
874 2023   CERTIFIED    2023-02-13             OPERATIONS RESEARCH ANALYSTS 2023-07-20            50             50                    UBER TECHNOLOGIES      SAN FRANCISCO         CA      123000.00   1.166596
875 2023   CERTIFIED    2023-02-13           BUSINESS INTELLIGENCE ANALYSTS 2023-07-20            50             50                    UBER TECHNOLOGIES      SAN FRANCISCO         CA      154000.00   1.005957
876 2023   CERTIFIED    2023-02-13                      SOFTWARE DEVELOPERS 2023-07-20            50             50                    UBER TECHNOLOGIES          SUNNYVALE         CA      142000.00   1.004400
877 2023   CERTIFIED    2023-02-13                      SOFTWARE DEVELOPERS 2023-08-05            50             50                           AMAZON.COM            SEATTLE         WA      107640.00   1.009358
878 2023   CERTIFIED    2023-02-13           BUSINESS INTELLIGENCE ANALYSTS 2023-07-20            50             50                    UBER TECHNOLOGIES      SAN FRANCISCO         CA      128000.00   1.013645
879 2023   CERTIFIED    2023-02-13             OPERATIONS RESEARCH ANALYSTS 2023-07-20            50             50                    UBER TECHNOLOGIES      SAN FRANCISCO         CA      101000.00   1.179438
880 2023   CERTIFIED    2023-02-13                      SOFTWARE DEVELOPERS 2023-07-20            50             50                    UBER TECHNOLOGIES          SUNNYVALE         CA      168000.00   1.005091
881 2023   CERTIFIED    2023-02-15                      SOFTWARE DEVELOPERS 2023-07-01            50             50                        CISCO SYSTEMS           SAN JOSE         CA      132333.00   1.000000
882 2023   CERTIFIED    2023-02-16                      SOFTWARE DEVELOPERS 2023-08-10            50             50                               NVIDIA        SANTA CLARA         CA      167149.00   1.000000
883 2023   CERTIFIED    2023-02-20                      SOFTWARE DEVELOPERS 2023-08-01            50             50                            SNOWFLAKE           BELLEVUE         WA      163400.00   1.103957
884 2023   CERTIFIED    2023-02-20                      SOFTWARE DEVELOPERS 2023-08-01            50             50                            SNOWFLAKE          SAN MATEO         CA      188000.00   1.025585
885 2023   CERTIFIED    2023-02-20                      SOFTWARE DEVELOPERS 2023-08-01            50             50                            SNOWFLAKE           BELLEVUE         WA      188000.00   1.114345
886 2023   CERTIFIED    2023-02-20                      SOFTWARE DEVELOPERS 2023-08-01            50             50                            SNOWFLAKE          SAN MATEO         CA      163400.00   1.033654
887 2023   CERTIFIED    2023-02-21 PURCHASING AGENTS, EXCEPT WHOLESALE, RET 2023-08-13            50             50                           AMAZON.COM            SEATTLE         WA       68453.00   1.000000
888 2023   CERTIFIED    2023-02-21                      DATABASE ARCHITECTS 2023-08-13            50             50                   AMAZON ADVERTISING            SEATTLE         WA      121326.00   1.000000
889 2023   CERTIFIED    2023-02-24                      MANAGEMENT ANALYSTS 2023-08-16            50             50 MCKINSEY & COMPANY INC UNITED STATES        MINNEAPOLIS         MN      192000.00   2.324540
890 2023   CERTIFIED    2023-02-24                      MANAGEMENT ANALYSTS 2023-08-16            50             50 MCKINSEY & COMPANY INC UNITED STATES              MIAMI         FL      192000.00   2.709339
891 2023   CERTIFIED    2023-02-24                      MANAGEMENT ANALYSTS 2023-08-16            50             50 MCKINSEY & COMPANY INC UNITED STATES            CHICAGO         IL      112000.00   1.683755
892 2023   CERTIFIED    2023-02-24                      MANAGEMENT ANALYSTS 2023-08-16            50             50 MCKINSEY & COMPANY INC UNITED STATES          CLEVELAND         OH      192000.00   2.646451
893 2023   CERTIFIED    2023-02-24                      MANAGEMENT ANALYSTS 2023-08-16            50             50 MCKINSEY & COMPANY INC UNITED STATES             DENVER         CO      192000.00   2.395748
894 2023   CERTIFIED    2023-02-24                      MANAGEMENT ANALYSTS 2023-08-16            50             50 MCKINSEY & COMPANY INC UNITED STATES             DALLAS         TX      112000.00   1.684261
895 2023   CERTIFIED    2023-02-24                      MANAGEMENT ANALYSTS 2023-08-16            50             50 MCKINSEY & COMPANY INC UNITED STATES            DETROIT         MI      192000.00   2.545710
896 2023   CERTIFIED    2023-02-27                      MANAGEMENT ANALYSTS 2023-08-16            50             50 MCKINSEY & COMPANY INC UNITED STATES      SAN FRANCISCO         CA      112000.00   1.469199
897 2023   CERTIFIED    2023-02-27                      MANAGEMENT ANALYSTS 2023-08-16            50             50 MCKINSEY & COMPANY INC UNITED STATES         PITTSBURGH         PA      192000.00   2.847228
898 2023   CERTIFIED    2023-02-27                      MANAGEMENT ANALYSTS 2023-08-16            50             50 MCKINSEY & COMPANY INC UNITED STATES       REDWOOD CITY         CA      112000.00   1.469199
899 2023   CERTIFIED    2023-02-27                      MANAGEMENT ANALYSTS 2023-08-16            50             50 MCKINSEY & COMPANY INC UNITED STATES             SUMMIT         NJ      112000.00   1.531896
900 2023   CERTIFIED    2023-02-27                      MANAGEMENT ANALYSTS 2023-08-16            50             50 MCKINSEY & COMPANY INC UNITED STATES       PHILADELPHIA         PA      192000.00   2.396974

H-1B Selected Statistics, Fiscal Year 2023 Q1&Q2 (October 1, 2022 through March 31, 2023)
H-1B Data