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 2026-02-01 |
| Last Updated | 2026-04-23 12:44 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 | 7.59988755452178 |
| 1990-02-01 | 7.72699238519473 |
| 1990-03-01 | 7.85117129688910 |
| 1990-04-01 | 8.31888423250898 |
| 1990-05-01 | 8.45210939310591 |
| 1990-06-01 | 8.60735571956183 |
| 1990-07-01 | 8.73281939949506 |
| 1990-08-01 | 8.81754426023396 |
| 1990-09-01 | 8.94235067871910 |
| 1990-10-01 | 8.85788841660767 |
| 1990-11-01 | 8.80985931264637 |
| 1990-12-01 | 8.88170360022380 |
| 1991-01-01 | 9.38600192625223 |
| 1991-02-01 | 10.33788208303220 |
| 1991-03-01 | 10.15684491066910 |
| 1991-04-01 | 9.93040340198271 |
| 1991-05-01 | 10.05039546092070 |
| 1991-06-01 | 10.09529046751990 |
| 1991-07-01 | 10.34360974651360 |
| 1991-08-01 | 10.42075761230970 |
| 1991-09-01 | 10.43383817254210 |
| 1991-10-01 | 10.55110795161950 |
| 1991-11-01 | 10.69943880709970 |
| 1991-12-01 | 10.78726699760150 |
| 1992-01-01 | 10.76124499979870 |
| 1992-02-01 | 10.84961288100470 |
| 1992-03-01 | 10.87435415168130 |
| 1992-04-01 | 11.05681372021440 |
| 1992-05-01 | 11.05031634323330 |
| 1992-06-01 | 11.07401208845780 |
| 1992-07-01 | 11.15793176069960 |
| 1992-08-01 | 11.22256257018090 |
| 1992-09-01 | 11.12009662537520 |
| 1992-10-01 | 11.44510083635640 |
| 1992-11-01 | 11.48512872147910 |
| 1992-12-01 | 11.60053018595600 |
| 1993-01-01 | 11.42138858475260 |
| 1993-02-01 | 11.46073174268790 |
| 1993-03-01 | 11.60437345977320 |
| 1993-04-01 | 11.49087188599140 |
| 1993-05-01 | 11.54426270701690 |
| 1993-06-01 | 11.65400242259600 |
| 1993-07-01 | 11.56879703449450 |
| 1993-08-01 | 11.51519012617150 |
| 1993-09-01 | 11.60582632918410 |
| 1993-10-01 | 11.73689152209770 |
| 1993-11-01 | 11.58181922563480 |
| 1993-12-01 | 11.31345074079860 |
| 1994-01-01 | 11.48629399838520 |
| 1994-02-01 | 11.26611908695670 |
| 1994-03-01 | 11.34138484078560 |
| 1994-04-01 | 11.42729596290800 |
| 1994-05-01 | 11.44688329027110 |
| 1994-06-01 | 11.43989931392920 |
| 1994-07-01 | 11.35762713913160 |
| 1994-08-01 | 11.48728662074640 |
| 1994-09-01 | 11.58555472639660 |
| 1994-10-01 | 11.32900761638840 |
| 1994-11-01 | 11.68617923748610 |
| 1994-12-01 | 11.73791957212200 |
| 1995-01-01 | 11.77121988634070 |
| 1995-02-01 | 11.68717865838910 |
| 1995-03-01 | 11.47183978974910 |
| 1995-04-01 | 11.65033349832720 |
| 1995-05-01 | 11.74938067726210 |
| 1995-06-01 | 11.93441031569450 |
| 1995-07-01 | 11.91637219798440 |
| 1995-08-01 | 12.03906620071690 |
| 1995-09-01 | 12.27746966794710 |
| 1995-10-01 | 12.21641918110310 |
| 1995-11-01 | 12.50186870766480 |
| 1995-12-01 | 12.86190915410580 |
| 1996-01-01 | 13.39996073704460 |
| 1996-02-01 | 13.80700255888460 |
| 1996-03-01 | 14.19870797809050 |
| 1996-04-01 | 14.16442541681870 |
| 1996-05-01 | 14.54303458100450 |
| 1996-06-01 | 14.62506412657440 |
| 1996-07-01 | 14.85095080708340 |
| 1996-08-01 | 15.08527428862100 |
| 1996-09-01 | 15.38010555794950 |
| 1996-10-01 | 15.80105769108980 |
| 1996-11-01 | 16.11765063177230 |
| 1996-12-01 | 16.49119352201250 |
| 1997-01-01 | 16.86669384390400 |
| 1997-02-01 | 17.14310061814220 |
| 1997-03-01 | 17.21267170915890 |
| 1997-04-01 | 17.66707311082040 |
| 1997-05-01 | 17.71423736334280 |
| 1997-06-01 | 17.89864892120510 |
| 1997-07-01 | 18.38686396862730 |
| 1997-08-01 | 18.63912921400680 |
| 1997-09-01 | 18.99641486951980 |
| 1997-10-01 | 18.19579377505670 |
| 1997-11-01 | 18.43882115666990 |
| 1997-12-01 | 18.41064489613540 |
| 1998-01-01 | 17.64336173085510 |
| 1998-02-01 | 18.06614854751260 |
| 1998-03-01 | 18.33112942867850 |
| 1998-04-01 | 18.14215794395630 |
| 1998-05-01 | 18.08152420517880 |
| 1998-06-01 | 18.26874146698290 |
| 1998-07-01 | 18.54267328314410 |
| 1998-08-01 | 18.61447584522050 |
| 1998-09-01 | 18.69889775739290 |
| 1998-10-01 | 19.11021155707790 |
| 1998-11-01 | 19.36654531082110 |
| 1998-12-01 | 19.51344052015930 |
| 1999-01-01 | 19.81420302798920 |
| 1999-02-01 | 20.29585742009280 |
| 1999-03-01 | 20.62048997683470 |
| 1999-04-01 | 21.01117842364970 |
| 1999-05-01 | 21.64194311502310 |
| 1999-06-01 | 22.34095240496100 |
| 1999-07-01 | 22.42717974460190 |
| 1999-08-01 | 22.91455559103580 |
| 1999-09-01 | 23.59740110365210 |
| 1999-10-01 | 24.65206839279340 |
| 1999-11-01 | 25.39446792488190 |
| 1999-12-01 | 26.09927584306070 |
| 2000-01-01 | 26.45566522772910 |
| 2000-02-01 | 27.68776420443150 |
| 2000-03-01 | 29.10008668970700 |
| 2000-04-01 | 30.87150880638400 |
| 2000-05-01 | 31.91252214815400 |
| 2000-06-01 | 33.23355397165170 |
| 2000-07-01 | 33.94567747719970 |
| 2000-08-01 | 34.84422333169810 |
| 2000-09-01 | 35.40307338995740 |
| 2000-10-01 | 35.59261821413090 |
| 2000-11-01 | 36.00956231919120 |
| 2000-12-01 | 35.76848637036680 |
| 2001-01-01 | 36.46494634438740 |
| 2001-02-01 | 36.26687236206400 |
| 2001-03-01 | 35.56227284452700 |
| 2001-04-01 | 33.64025172549460 |
| 2001-05-01 | 32.50032890172570 |
| 2001-06-01 | 31.54302962869920 |
| 2001-07-01 | 29.28608111958400 |
| 2001-08-01 | 28.39008847707100 |
| 2001-09-01 | 27.72411439554130 |
| 2001-10-01 | 26.72578587407940 |
| 2001-11-01 | 25.80736525897710 |
| 2001-12-01 | 25.33170756254940 |
| 2002-01-01 | 24.34051517570420 |
| 2002-02-01 | 23.81400564924120 |
| 2002-03-01 | 23.51837995427950 |
| 2002-04-01 | 22.90986247031000 |
| 2002-05-01 | 22.72829085858220 |
| 2002-06-01 | 22.27864396831570 |
| 2002-07-01 | 22.03849949597840 |
| 2002-08-01 | 21.74197913581490 |
| 2002-09-01 | 21.45979882292230 |
| 2002-10-01 | 20.91778209449620 |
| 2002-11-01 | 20.68411543017910 |
| 2002-12-01 | 20.38134410607460 |
| 2003-01-01 | 20.12000163124890 |
| 2003-02-01 | 19.97619784292120 |
| 2003-03-01 | 19.87867677075700 |
| 2003-04-01 | 19.70256491677970 |
| 2003-05-01 | 19.57035356154900 |
| 2003-06-01 | 19.50364007899800 |
| 2003-07-01 | 19.48451254691900 |
| 2003-08-01 | 19.48740378208730 |
| 2003-09-01 | 19.39848610922310 |
| 2003-10-01 | 19.68264050610870 |
| 2003-11-01 | 19.84293165864270 |
| 2003-12-01 | 19.84479881288560 |
| 2004-01-01 | 20.10717899426250 |
| 2004-02-01 | 20.03969166597980 |
| 2004-03-01 | 20.05248225946790 |
| 2004-04-01 | 20.42525815909310 |
| 2004-05-01 | 20.51860527541010 |
| 2004-06-01 | 20.71773657834000 |
| 2004-07-01 | 21.01611527918590 |
| 2004-08-01 | 21.21577177353060 |
| 2004-09-01 | 21.33394471255780 |
| 2004-10-01 | 21.91369710765360 |
| 2004-11-01 | 22.19049513921760 |
| 2004-12-01 | 22.41748197676240 |
| 2005-01-01 | 23.01067206702120 |
| 2005-02-01 | 23.13681397153780 |
| 2005-03-01 | 23.17070722745370 |
| 2005-04-01 | 23.05934394014720 |
| 2005-05-01 | 23.16554377083630 |
| 2005-06-01 | 23.31358138894560 |
| 2005-07-01 | 23.32436624377290 |
| 2005-08-01 | 23.50744788894920 |
| 2005-09-01 | 23.63393577398950 |
| 2005-10-01 | 23.84820959781940 |
| 2005-11-01 | 23.95048883048590 |
| 2005-12-01 | 24.20501899272790 |
| 2006-01-01 | 24.32379281975030 |
| 2006-02-01 | 24.65136812166670 |
| 2006-03-01 | 24.79810788928740 |
| 2006-04-01 | 25.21217570943830 |
| 2006-05-01 | 25.41784838214070 |
| 2006-06-01 | 25.61718783043250 |
| 2006-07-01 | 25.50747840338660 |
| 2006-08-01 | 25.66369352355860 |
| 2006-09-01 | 25.90109121479110 |
| 2006-10-01 | 26.08670711751150 |
| 2006-11-01 | 26.31928749273630 |
| 2006-12-01 | 26.59341824852890 |
| 2007-01-01 | 26.85647597350250 |
| 2007-02-01 | 27.10470846120290 |
| 2007-03-01 | 27.35222861514040 |
| 2007-04-01 | 27.36068130172390 |
| 2007-05-01 | 27.65448777767430 |
| 2007-06-01 | 27.81468009817080 |
| 2007-07-01 | 28.06554207615640 |
| 2007-08-01 | 28.19681601834240 |
| 2007-09-01 | 28.34540832880260 |
| 2007-10-01 | 28.54308499227670 |
| 2007-11-01 | 28.79390001818260 |
| 2007-12-01 | 29.00062537152800 |
| 2008-01-01 | 29.19198673865200 |
| 2008-02-01 | 29.47226716747130 |
| 2008-03-01 | 29.81162994153600 |
| 2008-04-01 | 30.21503070898970 |
| 2008-05-01 | 30.39003807654180 |
| 2008-06-01 | 30.30758753385520 |
| 2008-07-01 | 31.28692146060060 |
| 2008-08-01 | 31.31234035088600 |
| 2008-09-01 | 31.39116997487420 |
| 2008-10-01 | 31.42385802772770 |
| 2008-11-01 | 31.15948528105840 |
| 2008-12-01 | 31.03378593418970 |
| 2009-01-01 | 30.82942572767990 |
| 2009-02-01 | 30.65409018318310 |
| 2009-03-01 | 30.59586421404380 |
| 2009-04-01 | 29.94630019646270 |
| 2009-05-01 | 29.91950763798600 |
| 2009-06-01 | 29.67265018093030 |
| 2009-07-01 | 29.68878902193980 |
| 2009-08-01 | 29.81700851143140 |
| 2009-09-01 | 29.94985503753870 |
| 2009-10-01 | 30.11855102627630 |
| 2009-11-01 | 30.33377873989100 |
| 2009-12-01 | 30.78607030547000 |
| 2010-01-01 | 30.87208315027930 |
| 2010-02-01 | 31.13537924609840 |
| 2010-03-01 | 31.56532793159830 |
| 2010-04-01 | 32.09118974693900 |
| 2010-05-01 | 32.43674053554640 |
| 2010-06-01 | 32.61592067291430 |
| 2010-07-01 | 32.78094380675150 |
| 2010-08-01 | 32.90435531237730 |
| 2010-09-01 | 33.42173904811690 |
| 2010-10-01 | 33.84566715886920 |
| 2010-11-01 | 34.21749547802480 |
| 2010-12-01 | 34.54877489996520 |
| 2011-01-01 | 35.52503635626840 |
| 2011-02-01 | 36.01099215452650 |
| 2011-03-01 | 36.01368122242610 |
| 2011-04-01 | 36.53310974414420 |
| 2011-05-01 | 36.94767138978980 |
| 2011-06-01 | 37.63421417738440 |
| 2011-07-01 | 38.48002702285070 |
| 2011-08-01 | 38.98192287077860 |
| 2011-09-01 | 39.80778051361640 |
| 2011-10-01 | 40.39318438735030 |
| 2011-11-01 | 41.32704898374220 |
| 2011-12-01 | 41.89861972262790 |
| 2012-01-01 | 42.88571335411370 |
| 2012-02-01 | 43.67838145654140 |
| 2012-03-01 | 44.31602672338580 |
| 2012-04-01 | 45.18249280388450 |
| 2012-05-01 | 45.76500130055910 |
| 2012-06-01 | 46.36746309106110 |
| 2012-07-01 | 46.67029622093800 |
| 2012-08-01 | 47.05588862646410 |
| 2012-09-01 | 47.30237316080540 |
| 2012-10-01 | 47.75946325204870 |
| 2012-11-01 | 47.85109318661330 |
| 2012-12-01 | 47.93510244803460 |
| 2013-01-01 | 47.75141475079490 |
| 2013-02-01 | 48.13372243841200 |
| 2013-03-01 | 48.49996864105310 |
| 2013-04-01 | 48.90715834054710 |
| 2013-05-01 | 49.48963364121860 |
| 2013-06-01 | 49.80800714469150 |
| 2013-07-01 | 50.08682514217690 |
| 2013-08-01 | 50.52594280977170 |
| 2013-09-01 | 51.12138503350530 |
| 2013-10-01 | 51.21151767783490 |
| 2013-11-01 | 51.80130692386000 |
| 2013-12-01 | 52.23934456456460 |
| 2014-01-01 | 53.00147696759470 |
| 2014-02-01 | 53.66794209807020 |
| 2014-03-01 | 54.27707299881920 |
| 2014-04-01 | 54.53430739613880 |
| 2014-05-01 | 55.21858054191610 |
| 2014-06-01 | 56.08709558122930 |
| 2014-07-01 | 56.91160923950410 |
| 2014-08-01 | 57.81245258565500 |
| 2014-09-01 | 58.64271260032280 |
| 2014-10-01 | 59.26457323441590 |
| 2014-11-01 | 60.04511131847110 |
| 2014-12-01 | 61.21674336698770 |
| 2015-01-01 | 61.43410033361440 |
| 2015-02-01 | 62.06890621396820 |
| 2015-03-01 | 62.95868412325950 |
| 2015-04-01 | 63.35471113114300 |
| 2015-05-01 | 63.76905883122870 |
| 2015-06-01 | 64.09379620925810 |
| 2015-07-01 | 64.65785748175770 |
| 2015-08-01 | 64.93945282914160 |
| 2015-09-01 | 65.37241675540440 |
| 2015-10-01 | 65.69349825694830 |
| 2015-11-01 | 65.85987244406420 |
| 2015-12-01 | 66.07177969449010 |
| 2016-01-01 | 66.12928516239310 |
| 2016-02-01 | 66.32944030989190 |
| 2016-03-01 | 66.57161754167190 |
| 2016-04-01 | 67.07192938109780 |
| 2016-05-01 | 67.05519873837150 |
| 2016-06-01 | 67.05762636485980 |
| 2016-07-01 | 66.59125205841870 |
| 2016-08-01 | 66.71833175326740 |
| 2016-09-01 | 66.30430466774590 |
| 2016-10-01 | 66.38003050023420 |
| 2016-11-01 | 66.33248253374160 |
| 2016-12-01 | 66.24234124279520 |
| 2017-01-01 | 67.08883859946270 |
| 2017-02-01 | 67.25067609127210 |
| 2017-03-01 | 66.79898139183160 |
| 2017-04-01 | 67.59376857620260 |
| 2017-05-01 | 68.14980501358250 |
| 2017-06-01 | 69.35163502665790 |
| 2017-07-01 | 69.26339396505580 |
| 2017-08-01 | 69.74461759772680 |
| 2017-09-01 | 70.12777223757620 |
| 2017-10-01 | 70.20511915954480 |
| 2017-11-01 | 70.68041833335690 |
| 2017-12-01 | 71.42602857864340 |
| 2018-01-01 | 71.22984826419080 |
| 2018-02-01 | 71.76705145719510 |
| 2018-03-01 | 72.43422968139260 |
| 2018-04-01 | 72.82822568977820 |
| 2018-05-01 | 73.32493428412870 |
| 2018-06-01 | 74.46492701001710 |
| 2018-07-01 | 74.34322668682460 |
| 2018-08-01 | 74.80177700415850 |
| 2018-09-01 | 75.33003929323610 |
| 2018-10-01 | 75.81552108129760 |
| 2018-11-01 | 76.61901772446350 |
| 2018-12-01 | 76.93479345513190 |
| 2019-01-01 | 77.37858950020760 |
| 2019-02-01 | 77.89759106449850 |
| 2019-03-01 | 78.06603458554250 |
| 2019-04-01 | 79.05797115246620 |
| 2019-05-01 | 79.46065256015470 |
| 2019-06-01 | 80.33482034053660 |
| 2019-07-01 | 81.34612329771370 |
| 2019-08-01 | 81.75143543071980 |
| 2019-09-01 | 82.02540963739900 |
| 2019-10-01 | 82.75102601059350 |
| 2019-11-01 | 82.97975196711100 |
| 2019-12-01 | 83.27557000180590 |
| 2020-01-01 | 83.82665550793120 |
| 2020-02-01 | 83.85259256782530 |
| 2020-03-01 | 83.71686140894840 |
| 2020-04-01 | 82.96423678382080 |
| 2020-05-01 | 82.65606608891570 |
| 2020-06-01 | 82.05788793597180 |
| 2020-07-01 | 80.23611138872200 |
| 2020-08-01 | 80.67439264508020 |
| 2020-09-01 | 81.21718518007200 |
| 2020-10-01 | 81.43034142832550 |
| 2020-11-01 | 81.18789494376300 |
| 2020-12-01 | 81.55293971948420 |
| 2021-01-01 | 81.06704330436370 |
| 2021-02-01 | 81.42777270180860 |
| 2021-03-01 | 82.05469885879760 |
| 2021-04-01 | 82.37509065811290 |
| 2021-05-01 | 82.81969675108460 |
| 2021-06-01 | 83.11657473449220 |
| 2021-07-01 | 83.73665930922550 |
| 2021-08-01 | 84.36672480807940 |
| 2021-09-01 | 85.40580768288040 |
| 2021-10-01 | 87.63774108985120 |
| 2021-11-01 | 87.43946920748940 |
| 2021-12-01 | 89.34388208671300 |
| 2022-01-01 | 88.89939951773950 |
| 2022-02-01 | 89.71554851810880 |
| 2022-03-01 | 90.38007710029880 |
| 2022-04-01 | 91.60324169105580 |
| 2022-05-01 | 92.29469828639150 |
| 2022-06-01 | 93.06382944532510 |
| 2022-07-01 | 92.81899570290930 |
| 2022-08-01 | 92.93725496746060 |
| 2022-09-01 | 92.27878583760510 |
| 2022-10-01 | 91.97239909637030 |
| 2022-11-01 | 91.89724734595930 |
| 2022-12-01 | 91.70177408215770 |
| 2023-01-01 | 92.12894457013880 |
| 2023-02-01 | 91.52037139381350 |
| 2023-03-01 | 91.09506970486080 |
| 2023-04-01 | 91.05097797620150 |
| 2023-05-01 | 90.80427167574980 |
| 2023-06-01 | 90.51412303680290 |
| 2023-07-01 | 88.19999642042870 |
| 2023-08-01 | 87.99592272858710 |
| 2023-09-01 | 87.75476867494870 |
| 2023-10-01 | 87.09897889438620 |
| 2023-11-01 | 86.53697603789650 |
| 2023-12-01 | 86.32769191435530 |
| 2024-01-01 | 86.15962051011180 |
| 2024-02-01 | 85.71899109023550 |
| 2024-03-01 | 85.31222614337540 |
| 2024-04-01 | 84.49916512830570 |
| 2024-05-01 | 84.05011509236760 |
| 2024-06-01 | 83.60806800129720 |
| 2024-07-01 | 82.97961568794980 |
| 2024-08-01 | 82.26564500569670 |
| 2024-09-01 | 81.72442163490360 |
| 2024-10-01 | 81.40309069324910 |
| 2024-11-01 | 80.75751714904030 |
| 2024-12-01 | 80.22380430664970 |
| 2025-01-01 | 80.19572683285240 |
| 2025-02-01 | 80.01648581159460 |
| 2025-03-01 | 79.90744834409780 |
| 2025-04-01 | 79.65591092891440 |
| 2025-05-01 | 79.60499712815160 |
| 2025-06-01 | 79.72849190547590 |
| 2025-07-01 | 80.47430712586520 |
| 2025-08-01 | 80.46080444239100 |
| 2025-09-01 | 80.79673571599170 |
| 2025-10-01 | 82.47327414263670 |
| 2025-11-01 | 82.66121861677020 |
| 2025-12-01 | 82.90603946689450 |
| 2026-01-01 | 81.26722279390060 |
| 2026-02-01 | 81.01807740677660 |