East and South Bay Workforce: 2015
Employed Population by Citizenship Status, 2015
Alameda county Santa Clara county
----------------------------------- ----------------------------------
Citizen Naturalized Not a Citizen Naturalized Not a
by birth Citizen Citizen by birth Citizen Citizen Occupation
---------- ---------- ---------- ---------- ---------- ---------- ----------
1,909 2,262 1,216 3,669 2,905 1,339 Computer and Information Systems Managers (MGR)
8,037 10,139 15,179 18,896 16,817 34,169 Software Developers, Applications and Systems Software (CMM)
3,526 1,011 1,046 3,291 2,982 2,114 Computer Programmers (CMM)
14,218 5,882 4,322 14,448 8,856 5,296 Other Computer and Mathematical (CMM)
---------- ---------- ---------- ---------- ---------- ---------- ----------
27,690 19,294 21,763 40,304 31,560 42,918 Total Computer and Mathematical (CMM & MGR)
527 461 114 2,688 2,191 1,199 Architectural and Engineering Managers (MGR)
10,058 9,625 4,159 19,772 18,775 14,305 Architectural and Engineering (ENG)
412 0 68 0 161 0 Natural Sciences Managers (MGR)
12,363 2,747 2,832 7,241 3,431 3,522 Life, physical, and social science (SCI)
2,450 448 155 2,447 1,779 322 Medical and Health Services Managers (MGR)
34,506 18,347 5,714 30,169 21,411 5,481 Medical and Health Services (MED & HLS)
3,449 3,325 899 4,159 2,021 1,327 Financial Managers (MGR)
7,383 5,259 1,856 7,825 7,182 2,705 Accountants and Auditors (FIN)
5,313 2,341 1,151 6,152 2,610 974 Other Financial (FIN)
56,437 14,343 8,434 63,678 25,148 16,788 Other Managers (MGR)
358,114 102,665 98,370 330,062 126,942 121,897 Other Workers
---------- ---------- ---------- ---------- ---------- ---------- ----------
518,702 178,855 145,515 514,497 243,211 211,438 TOTAL (all occupations)
==================================================================================
Percent of Employed Population by Citizenship Status, 2015
Alameda county Santa Clara county
----------------------------------- ----------------------------------
Citizen Naturalized Not a Citizen Naturalized Not a
by birth Citizen Citizen by birth Citizen Citizen Occupation
---------- ---------- ---------- ---------- ---------- ---------- ----------
35.4 42.0 22.6 46.4 36.7 16.9 Computer and Information Systems Managers (MGR)
24.1 30.4 45.5 27.0 24.1 48.9 Software Developers, Applications and Systems Software (CMM)
63.2 18.1 18.7 39.2 35.6 25.2 Computer Programmers (CMM)
58.2 24.1 17.7 50.5 31.0 18.5 Other Computer and Mathematical (CMM)
---------- ---------- ---------- ---------- ---------- ---------- ----------
40.3 28.1 31.7 35.1 27.5 37.4 Total Computer and Mathematical (CMM & MGR)
47.8 41.8 10.3 44.2 36.0 19.7 Architectural and Engineering Managers (MGR)
42.2 40.4 17.4 37.4 35.5 27.1 Architectural and Engineering (ENG)
85.8 0.0 14.2 0.0 100.0 0.0 Natural Sciences Managers (MGR)
68.9 15.3 15.8 51.0 24.2 24.8 Life, physical, and social science (SCI)
80.2 14.7 5.1 53.8 39.1 7.1 Medical and Health Services Managers (MGR)
58.9 31.3 9.8 52.9 37.5 9.6 Medical and Health Services (MED & HLS)
44.9 43.3 11.7 55.4 26.9 17.7 Financial Managers (MGR)
50.9 36.3 12.8 44.2 40.5 15.3 Accountants and Auditors (FIN)
60.3 26.6 13.1 63.2 26.8 10.0 Other Financial (FIN)
71.2 18.1 10.6 60.3 23.8 15.9 Other Managers (MGR)
64.0 18.4 17.6 57.0 21.9 21.1 Other Workers
---------- ---------- ---------- ---------- ---------- ---------- ----------
61.5 21.2 17.3 53.1 25.1 21.8 TOTAL (all occupations)
Source: Integrated Public Use Microdata Series (IPUMS), United States Census Bureau
Create extract with variables STATEFIP, COUNTY, MET2013, PUMA, CITIZEN, EMPSTAT, and OCC.
The variables YEAR, DATANUM, SERIAL, HHWT, GQ, PERNUM, and PERWT are automatically preselected.
For samples, select ACS for 2015. For data format, select STATA. For structure, select rectangular.
For more information, see IPUMS Documentation: User's Guide
Note: Citizen by birth = born in U.S., Guam, Puerto Rico, U.S. Virgin Islands or
Northern Marianas, or born abroad of American parent(s);
Tables and plots generated with R source code linked below.
North Bay Workforce: 2015
Employed Population by Citizenship Status, 2015
San Mateo county San Francisco county
----------------------------------- ----------------------------------
Citizen Naturalized Not a Citizen Naturalized Not a
by birth Citizen Citizen by birth Citizen Citizen Occupation
---------- ---------- ---------- ---------- ---------- ---------- ----------
1,526 758 970 3,266 1,382 140 Computer and Information Systems Managers (MGR)
5,488 3,980 3,531 14,583 2,305 3,728 Software Developers, Applications and Systems Software (CMM)
504 322 510 2,268 610 741 Computer Programmers (CMM)
4,531 2,762 1,865 11,295 2,028 2,863 Other Computer and Mathematical (CMM)
---------- ---------- ---------- ---------- ---------- ---------- ----------
12,049 7,822 6,876 31,412 6,325 7,472 Total Computer and Mathematical (CMM & MGR)
760 657 111 967 189 639 Architectural and Engineering Managers (MGR)
3,951 3,371 1,110 7,844 1,761 2,272 Architectural and Engineering (ENG)
124 86 0 271 69 0 Natural Sciences Managers (MGR)
4,769 3,101 1,413 6,759 1,277 1,432 Life, physical, and social science (SCI)
1,584 355 144 1,277 430 391 Medical and Health Services Managers (MGR)
14,531 10,763 3,249 19,658 6,437 2,235 Medical and Health Services (MED & HLS)
2,072 1,371 52 6,330 1,141 683 Financial Managers (MGR)
3,336 2,528 1,186 5,460 2,333 598 Accountants and Auditors (FIN)
3,518 1,673 133 7,177 2,337 778 Other Financial (FIN)
28,143 8,625 5,881 49,418 10,188 5,928 Other Managers (MGR)
153,867 63,046 50,201 193,240 69,811 52,666 Other Workers
---------- ---------- ---------- ---------- ---------- ---------- ----------
228,704 103,398 70,356 329,813 102,298 75,094 TOTAL (all occupations)
===================================================================================
Percent of Employed Population by Citizenship Status, 2015
San Mateo county San Francisco county
----------------------------------- ----------------------------------
Citizen Naturalized Not a Citizen Naturalized Not a
by birth Citizen Citizen by birth Citizen Citizen Occupation
---------- ---------- ---------- ---------- ---------- ---------- ----------
46.9 23.3 29.8 68.2 28.9 2.9 Computer and Information Systems Managers (MGR)
42.2 30.6 27.2 70.7 11.2 18.1 Software Developers, Applications and Systems Software (CMM)
37.7 24.1 38.2 62.7 16.9 20.5 Computer Programmers (CMM)
49.5 30.2 20.4 69.8 12.5 17.7 Other Computer and Mathematical (CMM)
---------- ---------- ---------- ---------- ---------- ---------- ----------
45.0 29.2 25.7 69.5 14.0 16.5 Total Computer and Mathematical (CMM & MGR)
49.7 43.0 7.3 53.9 10.5 35.6 Architectural and Engineering Managers (MGR)
46.9 40.0 13.2 66.0 14.8 19.1 Architectural and Engineering (ENG)
59.0 41.0 0.0 79.7 20.3 0.0 Natural Sciences Managers (MGR)
51.4 33.4 15.2 71.4 13.5 15.1 Life, physical, and social science (SCI)
76.0 17.0 6.9 60.9 20.5 18.6 Medical and Health Services Managers (MGR)
50.9 37.7 11.4 69.4 22.7 7.9 Medical and Health Services (MED & HLS)
59.3 39.2 1.5 77.6 14.0 8.4 Financial Managers (MGR)
47.3 35.9 16.8 65.1 27.8 7.1 Accountants and Auditors (FIN)
66.1 31.4 2.5 69.7 22.7 7.6 Other Financial (FIN)
66.0 20.2 13.8 75.4 15.5 9.0 Other Managers (MGR)
57.6 23.6 18.8 61.2 22.1 16.7 Other Workers
---------- ---------- ---------- ---------- ---------- ---------- ----------
56.8 25.7 17.5 65.0 20.2 14.8 TOTAL (all occupations)
Source: Integrated Public Use Microdata Series (IPUMS), United States Census Bureau
Create extract with variables STATEFIP, COUNTY, MET2013, PUMA, CITIZEN, EMPSTAT, and OCC.
The variables YEAR, DATANUM, SERIAL, HHWT, GQ, PERNUM, and PERWT are automatically preselected.
For samples, select ACS for 2015. For data format, select STATA. For structure, select rectangular.
For more information, see IPUMS Documentation: User's Guide
Note: Citizen by birth = born in U.S., Guam, Puerto Rico, U.S. Virgin Islands or
Northern Marianas, or born abroad of American parent(s);
Tables and plots generated with R source code linked below.
Source code for acs_stem15.R (common code for creating htm and pngs)
Source code for acs_stem_sv15.R (specific code for Silicon Valley)
Silicon Valley Workforce Statistics
San Francisco Bay Workforce Statistics
Information on H-1B Visas
Commentary on the Skills Gap
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