Table Data - All Employees: Professional and Business Services: Computer Systems Design and Related Services in San Francisco-San Mateo-Redwood City, CA (MD)
| Title | All Employees: Professional and Business Services: Computer Systems Design and Related Services in San Francisco-San Mateo-Redwood City, CA (MD) |
|---|---|
| Series ID | SMU06418846054150001SA |
| Source | U.S. Bureau of Labor Statistics, Federal Reserve Bank of St. Louis |
| Release | State and Metro Area Employment, Hours, and Earnings (Not a Press Release) |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-07-01 |
| Last Updated | 2026-08-21 7:22 PM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 7.59988749402811 |
| 1990-02-01 | 7.72699233414190 |
| 1990-03-01 | 7.85117146640173 |
| 1990-04-01 | 8.31888426905660 |
| 1990-05-01 | 8.45210938719832 |
| 1990-06-01 | 8.60735572042371 |
| 1990-07-01 | 8.73281942361558 |
| 1990-08-01 | 8.81754429224484 |
| 1990-09-01 | 8.94235041915626 |
| 1990-10-01 | 8.85788878588211 |
| 1990-11-01 | 8.80985915657082 |
| 1990-12-01 | 8.88170356921344 |
| 1991-01-01 | 9.38600162641799 |
| 1991-02-01 | 10.33788214119570 |
| 1991-03-01 | 10.15684516782430 |
| 1991-04-01 | 9.93040351020297 |
| 1991-05-01 | 10.05039548959860 |
| 1991-06-01 | 10.09529047396320 |
| 1991-07-01 | 10.34360976000550 |
| 1991-08-01 | 10.42075759888740 |
| 1991-09-01 | 10.43383782620310 |
| 1991-10-01 | 10.55110819937440 |
| 1991-11-01 | 10.69943849329280 |
| 1991-12-01 | 10.78726690645350 |
| 1992-01-01 | 10.76124456712600 |
| 1992-02-01 | 10.84961337203430 |
| 1992-03-01 | 10.87435488147320 |
| 1992-04-01 | 11.05681410899750 |
| 1992-05-01 | 11.05031635179690 |
| 1992-06-01 | 11.07401182422050 |
| 1992-07-01 | 11.15793143530830 |
| 1992-08-01 | 11.22256229665610 |
| 1992-09-01 | 11.12009593751520 |
| 1992-10-01 | 11.44510070871400 |
| 1992-11-01 | 11.48512829476380 |
| 1992-12-01 | 11.60053026652320 |
| 1993-01-01 | 11.42138816826540 |
| 1993-02-01 | 11.46073259796640 |
| 1993-03-01 | 11.60437736301100 |
| 1993-04-01 | 11.49087188965790 |
| 1993-05-01 | 11.54426195562960 |
| 1993-06-01 | 11.65400122623010 |
| 1993-07-01 | 11.56879575971380 |
| 1993-08-01 | 11.51518907548970 |
| 1993-09-01 | 11.60582502093530 |
| 1993-10-01 | 11.73689081480270 |
| 1993-11-01 | 11.58181866447280 |
| 1993-12-01 | 11.31345157904090 |
| 1994-01-01 | 11.48629490511220 |
| 1994-02-01 | 11.26612081766530 |
| 1994-03-01 | 11.34139240507200 |
| 1994-04-01 | 11.42729672479970 |
| 1994-05-01 | 11.44688378179180 |
| 1994-06-01 | 11.43988908850280 |
| 1994-07-01 | 11.35762698600720 |
| 1994-08-01 | 11.48728585452480 |
| 1994-09-01 | 11.58555142827030 |
| 1994-10-01 | 11.32900646271170 |
| 1994-11-01 | 11.68617839176090 |
| 1994-12-01 | 11.73792001531550 |
| 1995-01-01 | 11.77122923677760 |
| 1995-02-01 | 11.68718036892220 |
| 1995-03-01 | 11.47185082435700 |
| 1995-04-01 | 11.65033509417340 |
| 1995-05-01 | 11.74938205513440 |
| 1995-06-01 | 11.93438947041890 |
| 1995-07-01 | 11.91637032181500 |
| 1995-08-01 | 12.03906145194080 |
| 1995-09-01 | 12.27745973116050 |
| 1995-10-01 | 12.21641443413080 |
| 1995-11-01 | 12.50186837785750 |
| 1995-12-01 | 12.86191716630160 |
| 1996-01-01 | 13.39999260874680 |
| 1996-02-01 | 13.80701751115430 |
| 1996-03-01 | 14.19872553716720 |
| 1996-04-01 | 14.16442407960470 |
| 1996-05-01 | 14.54302570824630 |
| 1996-06-01 | 14.62501703157750 |
| 1996-07-01 | 14.85093720301070 |
| 1996-08-01 | 15.08525830592560 |
| 1996-09-01 | 15.38008317318140 |
| 1996-10-01 | 15.80104906665870 |
| 1996-11-01 | 16.11765778467680 |
| 1996-12-01 | 16.49122491194650 |
| 1997-01-01 | 16.86676431949610 |
| 1997-02-01 | 17.14316579043100 |
| 1997-03-01 | 17.21270485871440 |
| 1997-04-01 | 17.66704625160660 |
| 1997-05-01 | 17.71419550032670 |
| 1997-06-01 | 17.89856038909140 |
| 1997-07-01 | 18.38681801538120 |
| 1997-08-01 | 18.63909034266110 |
| 1997-09-01 | 18.99637228288940 |
| 1997-10-01 | 18.19577864566180 |
| 1997-11-01 | 18.43884705039990 |
| 1997-12-01 | 18.41071538718430 |
| 1998-01-01 | 17.64348405855930 |
| 1998-02-01 | 18.06632064288220 |
| 1998-03-01 | 18.33130009222500 |
| 1998-04-01 | 18.14197909863460 |
| 1998-05-01 | 18.08139042727380 |
| 1998-06-01 | 18.26858653705580 |
| 1998-07-01 | 18.54259163939710 |
| 1998-08-01 | 18.61441157039770 |
| 1998-09-01 | 18.69884588422470 |
| 1998-10-01 | 19.11020686311100 |
| 1998-11-01 | 19.36660253445080 |
| 1998-12-01 | 19.51356408553510 |
| 1999-01-01 | 19.81437437071920 |
| 1999-02-01 | 20.29614774119460 |
| 1999-03-01 | 20.62080044902070 |
| 1999-04-01 | 21.01083901682140 |
| 1999-05-01 | 21.64170211243190 |
| 1999-06-01 | 22.34073042108760 |
| 1999-07-01 | 22.42705568133310 |
| 1999-08-01 | 22.91446890416470 |
| 1999-09-01 | 23.59735093974850 |
| 1999-10-01 | 24.65208207236280 |
| 1999-11-01 | 25.39455872259090 |
| 1999-12-01 | 26.09944814429060 |
| 2000-01-01 | 26.45587333651900 |
| 2000-02-01 | 27.68814555129660 |
| 2000-03-01 | 29.10052990602080 |
| 2000-04-01 | 30.87102364880000 |
| 2000-05-01 | 31.91218245240330 |
| 2000-06-01 | 33.23327754935730 |
| 2000-07-01 | 33.94552596493900 |
| 2000-08-01 | 34.84412945079000 |
| 2000-09-01 | 35.40304324448050 |
| 2000-10-01 | 35.59266149831200 |
| 2000-11-01 | 36.00967845984230 |
| 2000-12-01 | 35.76868553151630 |
| 2001-01-01 | 36.46516036133620 |
| 2001-02-01 | 36.26727394108020 |
| 2001-03-01 | 35.56271990347570 |
| 2001-04-01 | 33.63975082792620 |
| 2001-05-01 | 32.49996140179730 |
| 2001-06-01 | 31.54274113312330 |
| 2001-07-01 | 29.28591802960260 |
| 2001-08-01 | 28.39000035898280 |
| 2001-09-01 | 27.72410857404270 |
| 2001-10-01 | 26.72584429257380 |
| 2001-11-01 | 25.80748558990240 |
| 2001-12-01 | 25.33189406485490 |
| 2002-01-01 | 24.34070819667290 |
| 2002-02-01 | 23.81436708315540 |
| 2002-03-01 | 23.51881322537990 |
| 2002-04-01 | 22.90937922411940 |
| 2002-05-01 | 22.72794347135350 |
| 2002-06-01 | 22.27838445740740 |
| 2002-07-01 | 22.03835642520110 |
| 2002-08-01 | 21.74191343421840 |
| 2002-09-01 | 21.45982264765810 |
| 2002-10-01 | 20.91785137346020 |
| 2002-11-01 | 20.68421989903610 |
| 2002-12-01 | 20.38149147073640 |
| 2003-01-01 | 20.12014861124080 |
| 2003-02-01 | 19.97645319281600 |
| 2003-03-01 | 19.87896908855040 |
| 2003-04-01 | 19.70223277135580 |
| 2003-05-01 | 19.57009854492770 |
| 2003-06-01 | 19.50344794491230 |
| 2003-07-01 | 19.48439673191490 |
| 2003-08-01 | 19.48736411875450 |
| 2003-09-01 | 19.39852542465530 |
| 2003-10-01 | 19.68269927560410 |
| 2003-11-01 | 19.84300477234210 |
| 2003-12-01 | 19.84489219639280 |
| 2004-01-01 | 20.10727787704530 |
| 2004-02-01 | 20.03982990718860 |
| 2004-03-01 | 20.05263096847150 |
| 2004-04-01 | 20.42508436756860 |
| 2004-05-01 | 20.51845594847710 |
| 2004-06-01 | 20.71762159845220 |
| 2004-07-01 | 21.01603336053120 |
| 2004-08-01 | 21.21575725925090 |
| 2004-09-01 | 21.33398714694530 |
| 2004-10-01 | 21.91373920257000 |
| 2004-11-01 | 22.19053502328900 |
| 2004-12-01 | 22.41752621796890 |
| 2005-01-01 | 23.01072431535520 |
| 2005-02-01 | 23.13685991462530 |
| 2005-03-01 | 23.17071904744990 |
| 2005-04-01 | 23.05931530668820 |
| 2005-05-01 | 23.16549309853960 |
| 2005-06-01 | 23.31353447642190 |
| 2005-07-01 | 23.32431253138410 |
| 2005-08-01 | 23.50744597796860 |
| 2005-09-01 | 23.63396656251140 |
| 2005-10-01 | 23.84822528407340 |
| 2005-11-01 | 23.95049980263360 |
| 2005-12-01 | 24.20502592078380 |
| 2006-01-01 | 24.32381708392240 |
| 2006-02-01 | 24.65138480082640 |
| 2006-03-01 | 24.79809221995190 |
| 2006-04-01 | 25.21217706953570 |
| 2006-05-01 | 25.41783809937300 |
| 2006-06-01 | 25.61718317822810 |
| 2006-07-01 | 25.50745243738890 |
| 2006-08-01 | 25.66369738333660 |
| 2006-09-01 | 25.90111024806870 |
| 2006-10-01 | 26.08671484906540 |
| 2006-11-01 | 26.31929629940350 |
| 2006-12-01 | 26.59335895667050 |
| 2007-01-01 | 26.85649971397100 |
| 2007-02-01 | 27.10473095596350 |
| 2007-03-01 | 27.35219952558030 |
| 2007-04-01 | 27.36070277154510 |
| 2007-05-01 | 27.65449656059140 |
| 2007-06-01 | 27.81469901716180 |
| 2007-07-01 | 28.06554200951050 |
| 2007-08-01 | 28.19679155076240 |
| 2007-09-01 | 28.34542636279780 |
| 2007-10-01 | 28.54309087710850 |
| 2007-11-01 | 28.79389916634940 |
| 2007-12-01 | 29.00049694874120 |
| 2008-01-01 | 29.19204205953110 |
| 2008-02-01 | 29.47232710620800 |
| 2008-03-01 | 29.81158090312080 |
| 2008-04-01 | 30.21506857194200 |
| 2008-05-01 | 30.39005893300940 |
| 2008-06-01 | 30.30762003159810 |
| 2008-07-01 | 31.28694175917250 |
| 2008-08-01 | 31.31227663226320 |
| 2008-09-01 | 31.39117916962370 |
| 2008-10-01 | 31.42386968557980 |
| 2008-11-01 | 31.15950335004030 |
| 2008-12-01 | 31.03351295098500 |
| 2009-01-01 | 30.82954871022410 |
| 2009-02-01 | 30.65420251250710 |
| 2009-03-01 | 30.59582172022230 |
| 2009-04-01 | 29.94635033668880 |
| 2009-05-01 | 29.91955205214950 |
| 2009-06-01 | 29.67270083214940 |
| 2009-07-01 | 29.68881765396920 |
| 2009-08-01 | 29.81688286226590 |
| 2009-09-01 | 29.94983654773510 |
| 2009-10-01 | 30.11854654883100 |
| 2009-11-01 | 30.33379853953100 |
| 2009-12-01 | 30.78571097774600 |
| 2010-01-01 | 30.87229402557780 |
| 2010-02-01 | 31.13553379253500 |
| 2010-03-01 | 31.56529331508510 |
| 2010-04-01 | 32.09126429392570 |
| 2010-05-01 | 32.43680542616460 |
| 2010-06-01 | 32.61598226688820 |
| 2010-07-01 | 32.78099206864730 |
| 2010-08-01 | 32.90426122518630 |
| 2010-09-01 | 33.42143159998240 |
| 2010-10-01 | 33.84570486104860 |
| 2010-11-01 | 34.21755355227670 |
| 2010-12-01 | 34.54843836600140 |
| 2011-01-01 | 35.52530077259010 |
| 2011-02-01 | 36.01116947365520 |
| 2011-03-01 | 36.01368659752720 |
| 2011-04-01 | 36.53319405804960 |
| 2011-05-01 | 36.94775236512910 |
| 2011-06-01 | 37.63428232728140 |
| 2011-07-01 | 38.48007900802440 |
| 2011-08-01 | 38.98184460751440 |
| 2011-09-01 | 39.80716047784550 |
| 2011-10-01 | 40.39322708601790 |
| 2011-11-01 | 41.32709068415170 |
| 2011-12-01 | 41.89853749845420 |
| 2012-01-01 | 42.88599431904020 |
| 2012-02-01 | 43.67856895183110 |
| 2012-03-01 | 44.31607423957260 |
| 2012-04-01 | 45.18258182618630 |
| 2012-05-01 | 45.76506649508070 |
| 2012-06-01 | 46.36749898275090 |
| 2012-07-01 | 46.67032427783010 |
| 2012-08-01 | 47.05584094138810 |
| 2012-09-01 | 47.30142106843160 |
| 2012-10-01 | 47.75951650522950 |
| 2012-11-01 | 47.85115065031710 |
| 2012-12-01 | 47.93531501371090 |
| 2013-01-01 | 47.75170838940310 |
| 2013-02-01 | 48.13396130019950 |
| 2013-03-01 | 48.50011696409910 |
| 2013-04-01 | 48.90717719018200 |
| 2013-05-01 | 49.48967866735680 |
| 2013-06-01 | 49.80796144110110 |
| 2013-07-01 | 50.08674440554690 |
| 2013-08-01 | 50.52586238770950 |
| 2013-09-01 | 51.12034730139240 |
| 2013-10-01 | 51.21144209656970 |
| 2013-11-01 | 51.80122220121530 |
| 2013-12-01 | 52.24026139428420 |
| 2014-01-01 | 53.00160909803390 |
| 2014-02-01 | 53.66802191289670 |
| 2014-03-01 | 54.27779248959220 |
| 2014-04-01 | 54.53414051323170 |
| 2014-05-01 | 55.21854690773970 |
| 2014-06-01 | 56.08661564153490 |
| 2014-07-01 | 56.91152081217500 |
| 2014-08-01 | 57.81241029678230 |
| 2014-09-01 | 58.64167536774650 |
| 2014-10-01 | 59.26448277847850 |
| 2014-11-01 | 60.04498206164810 |
| 2014-12-01 | 61.21818302843680 |
| 2015-01-01 | 61.43399398419020 |
| 2015-02-01 | 62.06872073832470 |
| 2015-03-01 | 62.95981460947630 |
| 2015-04-01 | 63.35428485247550 |
| 2015-05-01 | 63.76908807356410 |
| 2015-06-01 | 64.09306924023190 |
| 2015-07-01 | 64.65806371666950 |
| 2015-08-01 | 64.93959032338150 |
| 2015-09-01 | 65.37168824259290 |
| 2015-10-01 | 65.69318938474110 |
| 2015-11-01 | 65.85943255840030 |
| 2015-12-01 | 66.07337345586780 |
| 2016-01-01 | 66.12866430153930 |
| 2016-02-01 | 66.32872911943460 |
| 2016-03-01 | 66.57296100528170 |
| 2016-04-01 | 67.07143560814670 |
| 2016-05-01 | 67.05528001029360 |
| 2016-06-01 | 67.05740392092720 |
| 2016-07-01 | 66.59246660115420 |
| 2016-08-01 | 66.71905097547930 |
| 2016-09-01 | 66.30392399150690 |
| 2016-10-01 | 66.37931388999970 |
| 2016-11-01 | 66.33147880218280 |
| 2016-12-01 | 66.24305599966090 |
| 2017-01-01 | 67.08722421256430 |
| 2017-02-01 | 67.24899513521570 |
| 2017-03-01 | 66.79987622823210 |
| 2017-04-01 | 67.59312240258130 |
| 2017-05-01 | 68.14931501049800 |
| 2017-06-01 | 69.35359019112460 |
| 2017-07-01 | 69.27140858110980 |
| 2017-08-01 | 69.74347861369860 |
| 2017-09-01 | 70.12670477256820 |
| 2017-10-01 | 70.20402979562370 |
| 2017-11-01 | 70.67916657190040 |
| 2017-12-01 | 71.42193909558170 |
| 2018-01-01 | 71.22740362039550 |
| 2018-02-01 | 71.76429966213060 |
| 2018-03-01 | 72.43451216571860 |
| 2018-04-01 | 72.82800028564870 |
| 2018-05-01 | 73.32514301542240 |
| 2018-06-01 | 74.47052164428120 |
| 2018-07-01 | 74.35895060377000 |
| 2018-08-01 | 74.79902674077630 |
| 2018-09-01 | 75.32770738314990 |
| 2018-10-01 | 75.81355729885990 |
| 2018-11-01 | 76.61706547482010 |
| 2018-12-01 | 76.92466394440130 |
| 2019-01-01 | 77.37425354596660 |
| 2019-02-01 | 77.89374176735720 |
| 2019-03-01 | 78.06541063340810 |
| 2019-04-01 | 79.05767948062470 |
| 2019-05-01 | 79.45990593361000 |
| 2019-06-01 | 80.35408934292750 |
| 2019-07-01 | 81.36645580483450 |
| 2019-08-01 | 81.74529706768010 |
| 2019-09-01 | 82.02079261564660 |
| 2019-10-01 | 82.74775042509600 |
| 2019-11-01 | 82.97728432875160 |
| 2019-12-01 | 83.26129823268770 |
| 2020-01-01 | 83.81365625188500 |
| 2020-02-01 | 83.85068100350760 |
| 2020-03-01 | 83.71722402593470 |
| 2020-04-01 | 82.96530931705880 |
| 2020-05-01 | 82.65668771477700 |
| 2020-06-01 | 82.09265838233420 |
| 2020-07-01 | 80.25287132987660 |
| 2020-08-01 | 80.66589996302660 |
| 2020-09-01 | 81.21095926633180 |
| 2020-10-01 | 81.42569251196110 |
| 2020-11-01 | 81.18397654859380 |
| 2020-12-01 | 81.53761323914950 |
| 2021-01-01 | 81.04414189615850 |
| 2021-02-01 | 81.42688758368010 |
| 2021-03-01 | 82.05657698307660 |
| 2021-04-01 | 82.37869058957230 |
| 2021-05-01 | 82.82288476469520 |
| 2021-06-01 | 83.16655983108910 |
| 2021-07-01 | 83.74901473034990 |
| 2021-08-01 | 84.35535796679990 |
| 2021-09-01 | 85.39794788677120 |
| 2021-10-01 | 87.63179421984310 |
| 2021-11-01 | 87.43280407731000 |
| 2021-12-01 | 89.32852031837680 |
| 2022-01-01 | 88.86454375309860 |
| 2022-02-01 | 89.71384442506750 |
| 2022-03-01 | 90.38294408755410 |
| 2022-04-01 | 91.61241738440700 |
| 2022-05-01 | 92.30976633203440 |
| 2022-06-01 | 93.12732577038130 |
| 2022-07-01 | 92.81296605382630 |
| 2022-08-01 | 92.93433768534370 |
| 2022-09-01 | 92.27335952098050 |
| 2022-10-01 | 91.96397814398160 |
| 2022-11-01 | 91.88335070148870 |
| 2022-12-01 | 91.68233783196080 |
| 2023-01-01 | 92.08295834968480 |
| 2023-02-01 | 91.50663825460820 |
| 2023-03-01 | 91.10518518569190 |
| 2023-04-01 | 91.05365953788590 |
| 2023-05-01 | 90.84552790034160 |
| 2023-06-01 | 90.60545022760320 |
| 2023-07-01 | 88.17782047836530 |
| 2023-08-01 | 88.00245234716190 |
| 2023-09-01 | 87.75128057354790 |
| 2023-10-01 | 87.08374126670180 |
| 2023-11-01 | 86.50749689566830 |
| 2023-12-01 | 86.29462772980290 |
| 2024-01-01 | 86.09509213180150 |
| 2024-02-01 | 85.69021902649320 |
| 2024-03-01 | 85.33169296827670 |
| 2024-04-01 | 84.49603956657410 |
| 2024-05-01 | 84.13474346910670 |
| 2024-06-01 | 83.73406266024060 |
| 2024-07-01 | 82.94837465492270 |
| 2024-08-01 | 82.28116403515790 |
| 2024-09-01 | 81.72079330773600 |
| 2024-10-01 | 81.37711948533070 |
| 2024-11-01 | 80.70749232487700 |
| 2024-12-01 | 80.16925771638030 |
| 2025-01-01 | 80.11692468365670 |
| 2025-02-01 | 79.96749655618690 |
| 2025-03-01 | 79.93501279789790 |
| 2025-04-01 | 79.64497278382440 |
| 2025-05-01 | 79.73832878981280 |
| 2025-06-01 | 79.89092815675990 |
| 2025-07-01 | 80.45054356757310 |
| 2025-08-01 | 80.47652410337760 |
| 2025-09-01 | 80.78823366813620 |
| 2025-10-01 | 82.43447149483130 |
| 2025-11-01 | 82.59003182881230 |
| 2025-12-01 | 82.82680707427560 |
| 2026-01-01 | 81.17444779977740 |
| 2026-02-01 | 80.95235740974470 |
| 2026-03-01 | 80.72227565581830 |
| 2026-04-01 | 80.88178682690870 |
| 2026-05-01 | 80.22161979430850 |
| 2026-06-01 | 80.05522860504580 |
| 2026-07-01 | 80.35648883261310 |