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 2026-05-01 |
| Last Updated | 2026-06-24 10:45 AM 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 | 7.59988751410955 |
| 1990-02-01 | 7.72699233780551 |
| 1990-03-01 | 7.85117222598979 |
| 1990-04-01 | 8.31888531885597 |
| 1990-05-01 | 8.45210984069285 |
| 1990-06-01 | 8.60735637573105 |
| 1990-07-01 | 8.73282014995622 |
| 1990-08-01 | 8.81754481446008 |
| 1990-09-01 | 8.94234881370309 |
| 1990-10-01 | 8.85788717865312 |
| 1990-11-01 | 8.80985816556126 |
| 1990-12-01 | 8.88170356053544 |
| 1991-01-01 | 9.38600081130968 |
| 1991-02-01 | 10.33788265124650 |
| 1991-03-01 | 10.15684639139170 |
| 1991-04-01 | 9.93040485697080 |
| 1991-05-01 | 10.05039611921180 |
| 1991-06-01 | 10.09529112234900 |
| 1991-07-01 | 10.34361055977630 |
| 1991-08-01 | 10.42075846452880 |
| 1991-09-01 | 10.43383689227210 |
| 1991-10-01 | 10.55110532820930 |
| 1991-11-01 | 10.69943714404510 |
| 1991-12-01 | 10.78726581314320 |
| 1992-01-01 | 10.76124172734580 |
| 1992-02-01 | 10.84961321649130 |
| 1992-03-01 | 10.87435639040420 |
| 1992-04-01 | 11.05681700485210 |
| 1992-05-01 | 11.05031997381270 |
| 1992-06-01 | 11.07401555160190 |
| 1992-07-01 | 11.15793417792210 |
| 1992-08-01 | 11.22256349101710 |
| 1992-09-01 | 11.12009335077730 |
| 1992-10-01 | 11.44509351300610 |
| 1992-11-01 | 11.48512524358650 |
| 1992-12-01 | 11.60052666560840 |
| 1993-01-01 | 11.42138032030820 |
| 1993-02-01 | 11.46072574230050 |
| 1993-03-01 | 11.60439116699360 |
| 1993-04-01 | 11.49087358077950 |
| 1993-05-01 | 11.54427108533040 |
| 1993-06-01 | 11.65401368457290 |
| 1993-07-01 | 11.56880428381420 |
| 1993-08-01 | 11.51518943342480 |
| 1993-09-01 | 11.60581646169100 |
| 1993-10-01 | 11.73687602180800 |
| 1993-11-01 | 11.58181291484400 |
| 1993-12-01 | 11.31344346830380 |
| 1994-01-01 | 11.48627920248710 |
| 1994-02-01 | 11.26610551397980 |
| 1994-03-01 | 11.34141562108180 |
| 1994-04-01 | 11.42728928029470 |
| 1994-05-01 | 11.44688315271830 |
| 1994-06-01 | 11.43998281523170 |
| 1994-07-01 | 11.35762760916790 |
| 1994-08-01 | 11.48728211956760 |
| 1994-09-01 | 11.58551815098370 |
| 1994-10-01 | 11.32897259156570 |
| 1994-11-01 | 11.68616880304670 |
| 1994-12-01 | 11.73790354458550 |
| 1995-01-01 | 11.77122096912810 |
| 1995-02-01 | 11.68714953914960 |
| 1995-03-01 | 11.47187844747810 |
| 1995-04-01 | 11.65032100630830 |
| 1995-05-01 | 11.74938285537040 |
| 1995-06-01 | 11.93457804848740 |
| 1995-07-01 | 11.91636884435670 |
| 1995-08-01 | 12.03904291776670 |
| 1995-09-01 | 12.27737761297390 |
| 1995-10-01 | 12.21633596228100 |
| 1995-11-01 | 12.50184021007590 |
| 1995-12-01 | 12.86189784899810 |
| 1996-01-01 | 13.40002082014860 |
| 1996-02-01 | 13.80701363113970 |
| 1996-03-01 | 14.19877619913570 |
| 1996-04-01 | 14.16441533561470 |
| 1996-05-01 | 14.54300601716760 |
| 1996-06-01 | 14.62537947831820 |
| 1996-07-01 | 14.85087146784210 |
| 1996-08-01 | 15.08515648759670 |
| 1996-09-01 | 15.37988624602590 |
| 1996-10-01 | 15.80088884614330 |
| 1996-11-01 | 16.11760062051920 |
| 1996-12-01 | 16.49121931618370 |
| 1997-01-01 | 16.86685842151680 |
| 1997-02-01 | 17.14337806337330 |
| 1997-03-01 | 17.21283910368120 |
| 1997-04-01 | 17.66700347145720 |
| 1997-05-01 | 17.71413784580620 |
| 1997-06-01 | 17.89915757025760 |
| 1997-07-01 | 18.38657454085620 |
| 1997-08-01 | 18.63878576814340 |
| 1997-09-01 | 18.99597390815610 |
| 1997-10-01 | 18.19548458876630 |
| 1997-11-01 | 18.43875110943300 |
| 1997-12-01 | 18.41074145096650 |
| 1998-01-01 | 17.64368442343130 |
| 1998-02-01 | 18.06695770322890 |
| 1998-03-01 | 18.33191437287240 |
| 1998-04-01 | 18.14158832838100 |
| 1998-05-01 | 18.08127064685770 |
| 1998-06-01 | 18.26968453892260 |
| 1998-07-01 | 18.54178668213100 |
| 1998-08-01 | 18.61372928316710 |
| 1998-09-01 | 18.69821561538750 |
| 1998-10-01 | 19.10978376307870 |
| 1998-11-01 | 19.36655351411910 |
| 1998-12-01 | 19.51367909681210 |
| 1999-01-01 | 19.81471757752330 |
| 1999-02-01 | 20.29728260280380 |
| 1999-03-01 | 20.62194685511110 |
| 1999-04-01 | 21.01013364386780 |
| 1999-05-01 | 21.64154525844360 |
| 1999-06-01 | 22.34212586735910 |
| 1999-07-01 | 22.42568734297870 |
| 1999-08-01 | 22.91339972719940 |
| 1999-09-01 | 23.59651176676100 |
| 1999-10-01 | 24.65155732081420 |
| 1999-11-01 | 25.39458338324970 |
| 1999-12-01 | 26.09968224117490 |
| 2000-01-01 | 26.45637503305630 |
| 2000-02-01 | 27.68965239583270 |
| 2000-03-01 | 29.10219601312360 |
| 2000-04-01 | 30.87006595347840 |
| 2000-05-01 | 31.91200082512060 |
| 2000-06-01 | 33.23479288737200 |
| 2000-07-01 | 33.94367529745790 |
| 2000-08-01 | 34.84276898603930 |
| 2000-09-01 | 35.40210023531320 |
| 2000-10-01 | 35.59212324791800 |
| 2000-11-01 | 36.00981619181540 |
| 2000-12-01 | 35.76903918225070 |
| 2001-01-01 | 36.46575860169610 |
| 2001-02-01 | 36.26892613400390 |
| 2001-03-01 | 35.56448890034910 |
| 2001-04-01 | 33.63884303568740 |
| 2001-05-01 | 32.49978180564620 |
| 2001-06-01 | 31.54400639229810 |
| 2001-07-01 | 29.28402000114480 |
| 2001-08-01 | 28.38860734362180 |
| 2001-09-01 | 27.72316128445060 |
| 2001-10-01 | 26.72536320538050 |
| 2001-11-01 | 25.80767909432020 |
| 2001-12-01 | 25.33228545178020 |
| 2002-01-01 | 24.34132592629750 |
| 2002-02-01 | 23.81588115193940 |
| 2002-03-01 | 23.52055064290370 |
| 2002-04-01 | 22.90851776363140 |
| 2002-05-01 | 22.72778941445620 |
| 2002-06-01 | 22.27938344945250 |
| 2002-07-01 | 22.03658548023530 |
| 2002-08-01 | 21.74068892627120 |
| 2002-09-01 | 21.45902406801180 |
| 2002-10-01 | 20.91750634908200 |
| 2002-11-01 | 20.68446582479950 |
| 2002-12-01 | 20.38186656279290 |
| 2003-01-01 | 20.12069678107930 |
| 2003-02-01 | 19.97757626787450 |
| 2003-03-01 | 19.88022861763620 |
| 2003-04-01 | 19.70171598838140 |
| 2003-05-01 | 19.56999642832040 |
| 2003-06-01 | 19.50393368165680 |
| 2003-07-01 | 19.48317094108720 |
| 2003-08-01 | 19.48651904427810 |
| 2003-09-01 | 19.39793442894730 |
| 2003-10-01 | 19.68249304776100 |
| 2003-11-01 | 19.84320629551170 |
| 2003-12-01 | 19.84517916649620 |
| 2004-01-01 | 20.10770729905010 |
| 2004-02-01 | 20.04048277719700 |
| 2004-03-01 | 20.05336006585770 |
| 2004-04-01 | 20.42488596722070 |
| 2004-05-01 | 20.51839753402180 |
| 2004-06-01 | 20.71772532051970 |
| 2004-07-01 | 21.01536530409550 |
| 2004-08-01 | 21.21529810796960 |
| 2004-09-01 | 21.33362549106070 |
| 2004-10-01 | 21.91365093978450 |
| 2004-11-01 | 22.19066745901380 |
| 2004-12-01 | 22.41770791311820 |
| 2005-01-01 | 23.01099615421200 |
| 2005-02-01 | 23.13716403489360 |
| 2005-03-01 | 23.17092892398190 |
| 2005-04-01 | 23.05937617323090 |
| 2005-05-01 | 23.16545432129010 |
| 2005-06-01 | 23.31341593266470 |
| 2005-07-01 | 23.32412331237800 |
| 2005-08-01 | 23.50728881939960 |
| 2005-09-01 | 23.63375525015080 |
| 2005-10-01 | 23.84819641084440 |
| 2005-11-01 | 23.95054240069680 |
| 2005-12-01 | 24.20509592355180 |
| 2006-01-01 | 24.32395891957720 |
| 2006-02-01 | 24.65151376722260 |
| 2006-03-01 | 24.79819466802660 |
| 2006-04-01 | 25.21217031123830 |
| 2006-05-01 | 25.41781383692690 |
| 2006-06-01 | 25.61713487216610 |
| 2006-07-01 | 25.50736748450910 |
| 2006-08-01 | 25.66365483945310 |
| 2006-09-01 | 25.90101825283610 |
| 2006-10-01 | 26.08670966683870 |
| 2006-11-01 | 26.31930405495440 |
| 2006-12-01 | 26.59343471199170 |
| 2007-01-01 | 26.85654124035070 |
| 2007-02-01 | 27.10476603304520 |
| 2007-03-01 | 27.35226145934310 |
| 2007-04-01 | 27.36066891404290 |
| 2007-05-01 | 27.65447552688140 |
| 2007-06-01 | 27.81466816116940 |
| 2007-07-01 | 28.06549129809470 |
| 2007-08-01 | 28.19681242727210 |
| 2007-09-01 | 28.34538117422170 |
| 2007-10-01 | 28.54308623031810 |
| 2007-11-01 | 28.79390256631470 |
| 2007-12-01 | 29.00062801667890 |
| 2008-01-01 | 29.19201432780250 |
| 2008-02-01 | 29.47229589785180 |
| 2008-03-01 | 29.81164930121260 |
| 2008-04-01 | 30.21502343632660 |
| 2008-05-01 | 30.39003067212730 |
| 2008-06-01 | 30.30757921918440 |
| 2008-07-01 | 31.28689078730080 |
| 2008-08-01 | 31.31233675880090 |
| 2008-09-01 | 31.39116828660280 |
| 2008-10-01 | 31.42385826530030 |
| 2008-11-01 | 31.15948831395290 |
| 2008-12-01 | 31.03379082460090 |
| 2009-01-01 | 30.82943412896800 |
| 2009-02-01 | 30.65409705090250 |
| 2009-03-01 | 30.59587233608460 |
| 2009-04-01 | 29.94629936681200 |
| 2009-05-01 | 29.91950359641310 |
| 2009-06-01 | 29.67264466688650 |
| 2009-07-01 | 29.68878062160480 |
| 2009-08-01 | 29.81700961354880 |
| 2009-09-01 | 29.94985741619920 |
| 2009-10-01 | 30.11855299648850 |
| 2009-11-01 | 30.33377903169960 |
| 2009-12-01 | 30.78606588948870 |
| 2010-01-01 | 30.87208240322500 |
| 2010-02-01 | 31.13537821758090 |
| 2010-03-01 | 31.56533205658110 |
| 2010-04-01 | 32.09118885029440 |
| 2010-05-01 | 32.43673953605830 |
| 2010-06-01 | 32.61592144644820 |
| 2010-07-01 | 32.78094526022160 |
| 2010-08-01 | 32.90436298551730 |
| 2010-09-01 | 33.42174896908130 |
| 2010-10-01 | 33.84567069387800 |
| 2010-11-01 | 34.21749442901280 |
| 2010-12-01 | 34.54874219035360 |
| 2011-01-01 | 35.52503296793320 |
| 2011-02-01 | 36.01098942547690 |
| 2011-03-01 | 36.01368478166950 |
| 2011-04-01 | 36.53311127707600 |
| 2011-05-01 | 36.94767359429170 |
| 2011-06-01 | 37.63422147319450 |
| 2011-07-01 | 38.48003858762260 |
| 2011-08-01 | 38.98193862947200 |
| 2011-09-01 | 39.80780044897900 |
| 2011-10-01 | 40.39319394754200 |
| 2011-11-01 | 41.32705361342860 |
| 2011-12-01 | 41.89851483542530 |
| 2012-01-01 | 42.88571520809120 |
| 2012-02-01 | 43.67838300785280 |
| 2012-03-01 | 44.31603290791230 |
| 2012-04-01 | 45.18249817592050 |
| 2012-05-01 | 45.76500911309710 |
| 2012-06-01 | 46.36748022057310 |
| 2012-07-01 | 46.67032366474440 |
| 2012-08-01 | 47.05592657052630 |
| 2012-09-01 | 47.30241657230710 |
| 2012-10-01 | 47.75947730740200 |
| 2012-11-01 | 47.85108453355200 |
| 2012-12-01 | 47.93490196307470 |
| 2013-01-01 | 47.75140210174960 |
| 2013-02-01 | 48.13372122166300 |
| 2013-03-01 | 48.49997772995550 |
| 2013-04-01 | 48.90720587333670 |
| 2013-05-01 | 49.48964117977120 |
| 2013-06-01 | 49.80803740223920 |
| 2013-07-01 | 50.08688119908270 |
| 2013-08-01 | 50.52601993572430 |
| 2013-09-01 | 51.12146547520760 |
| 2013-10-01 | 51.21155154943380 |
| 2013-11-01 | 51.80129711560590 |
| 2013-12-01 | 52.23890794149540 |
| 2014-01-01 | 53.00146469336330 |
| 2014-02-01 | 53.66795548348800 |
| 2014-03-01 | 54.27709584495730 |
| 2014-04-01 | 54.53441807961670 |
| 2014-05-01 | 55.21860479703880 |
| 2014-06-01 | 56.08711270733830 |
| 2014-07-01 | 56.91172131454990 |
| 2014-08-01 | 57.81257427386910 |
| 2014-09-01 | 58.64284126633090 |
| 2014-10-01 | 59.26468102068390 |
| 2014-11-01 | 60.04520626847590 |
| 2014-12-01 | 61.21569490929420 |
| 2015-01-01 | 61.43419579162520 |
| 2015-02-01 | 62.06899270079610 |
| 2015-03-01 | 62.95873466606940 |
| 2015-04-01 | 63.35489171052400 |
| 2015-05-01 | 63.76912894772230 |
| 2015-06-01 | 64.09377158377190 |
| 2015-07-01 | 64.65802647163190 |
| 2015-08-01 | 64.93962917953440 |
| 2015-09-01 | 65.37260023117260 |
| 2015-10-01 | 65.69368034772700 |
| 2015-11-01 | 65.86006265116040 |
| 2015-12-01 | 66.07012479611210 |
| 2016-01-01 | 66.12947006197070 |
| 2016-02-01 | 66.32960048393290 |
| 2016-03-01 | 66.57171488966860 |
| 2016-04-01 | 67.07216640035460 |
| 2016-05-01 | 67.05529407134650 |
| 2016-06-01 | 67.05756416134690 |
| 2016-07-01 | 66.59146844421140 |
| 2016-08-01 | 66.71857010655010 |
| 2016-09-01 | 66.30455887149100 |
| 2016-10-01 | 66.38028334416960 |
| 2016-11-01 | 66.33272746194400 |
| 2016-12-01 | 66.24024716983380 |
| 2017-01-01 | 67.08904321987060 |
| 2017-02-01 | 67.25086148588310 |
| 2017-03-01 | 66.79913977371010 |
| 2017-04-01 | 67.59405918325830 |
| 2017-05-01 | 68.14988997964880 |
| 2017-06-01 | 69.35141344699940 |
| 2017-07-01 | 69.26388143845110 |
| 2017-08-01 | 69.74474844694330 |
| 2017-09-01 | 70.12795930474960 |
| 2017-10-01 | 70.20579526719410 |
| 2017-11-01 | 70.68065541169770 |
| 2017-12-01 | 71.42355150422620 |
| 2018-01-01 | 71.23006828852120 |
| 2018-02-01 | 71.76727213198410 |
| 2018-03-01 | 72.43442476833350 |
| 2018-04-01 | 72.82846796248400 |
| 2018-05-01 | 73.32491636711090 |
| 2018-06-01 | 74.46451144147880 |
| 2018-07-01 | 74.34391354268970 |
| 2018-08-01 | 74.80172100260340 |
| 2018-09-01 | 75.33011305143580 |
| 2018-10-01 | 75.81711397485540 |
| 2018-11-01 | 76.61932659203370 |
| 2018-12-01 | 76.93191726103620 |
| 2019-01-01 | 77.37889477521070 |
| 2019-02-01 | 77.89779712128280 |
| 2019-03-01 | 78.06611352163810 |
| 2019-04-01 | 79.05799758858150 |
| 2019-05-01 | 79.46047276902390 |
| 2019-06-01 | 80.33396858717420 |
| 2019-07-01 | 81.34701737695340 |
| 2019-08-01 | 81.75131421323430 |
| 2019-09-01 | 82.02553359975720 |
| 2019-10-01 | 82.75363726883090 |
| 2019-11-01 | 82.98013142391540 |
| 2019-12-01 | 83.27271432817620 |
| 2020-01-01 | 83.82679488771060 |
| 2020-02-01 | 83.85264921918050 |
| 2020-03-01 | 83.71677095197840 |
| 2020-04-01 | 82.96400700050890 |
| 2020-05-01 | 82.65537316624300 |
| 2020-06-01 | 82.05604064481710 |
| 2020-07-01 | 80.23748362922460 |
| 2020-08-01 | 80.67484525227180 |
| 2020-09-01 | 81.21783274274240 |
| 2020-10-01 | 81.43364377419000 |
| 2020-11-01 | 81.19074023737680 |
| 2020-12-01 | 81.54970992047260 |
| 2021-01-01 | 81.06592218632470 |
| 2021-02-01 | 81.42648459582580 |
| 2021-03-01 | 82.05331128112000 |
| 2021-04-01 | 82.37363513910420 |
| 2021-05-01 | 82.81794977998320 |
| 2021-06-01 | 83.11397508050630 |
| 2021-07-01 | 83.73953436521300 |
| 2021-08-01 | 84.36922622090660 |
| 2021-09-01 | 85.40889317477240 |
| 2021-10-01 | 87.64362676452960 |
| 2021-11-01 | 87.44681991831800 |
| 2021-12-01 | 89.33631726663900 |
| 2022-01-01 | 88.89652863937730 |
| 2022-02-01 | 89.71096900549590 |
| 2022-03-01 | 90.37459020211950 |
| 2022-04-01 | 91.59872286666590 |
| 2022-05-01 | 92.29254277591320 |
| 2022-06-01 | 93.06401156827720 |
| 2022-07-01 | 92.82165397470650 |
| 2022-08-01 | 92.94624169311480 |
| 2022-09-01 | 92.28637349982620 |
| 2022-10-01 | 91.98283371890710 |
| 2022-11-01 | 91.90971927601130 |
| 2022-12-01 | 91.68749880466290 |
| 2023-01-01 | 92.12393732925280 |
| 2023-02-01 | 91.50554618890550 |
| 2023-03-01 | 91.08975286964020 |
| 2023-04-01 | 91.02879746415950 |
| 2023-05-01 | 90.80821135813600 |
| 2023-06-01 | 90.52313500406170 |
| 2023-07-01 | 88.20689110467300 |
| 2023-08-01 | 88.01403037229330 |
| 2023-09-01 | 87.76786367381630 |
| 2023-10-01 | 87.11288164984200 |
| 2023-11-01 | 86.54848909640530 |
| 2023-12-01 | 86.30234802487220 |
| 2024-01-01 | 86.15016828469520 |
| 2024-02-01 | 85.69288709457500 |
| 2024-03-01 | 85.30745367768390 |
| 2024-04-01 | 84.45721201017980 |
| 2024-05-01 | 84.07626347776950 |
| 2024-06-01 | 83.62676392276340 |
| 2024-07-01 | 82.98961372954960 |
| 2024-08-01 | 82.29225198523010 |
| 2024-09-01 | 81.74108536329430 |
| 2024-10-01 | 81.41775161774030 |
| 2024-11-01 | 80.76538817515320 |
| 2024-12-01 | 80.18784538305350 |
| 2025-01-01 | 80.18074778828570 |
| 2025-02-01 | 79.97774166897510 |
| 2025-03-01 | 79.90332745195370 |
| 2025-04-01 | 79.59411929728850 |
| 2025-05-01 | 79.66231874177890 |
| 2025-06-01 | 79.75567328494820 |
| 2025-07-01 | 80.48915321383010 |
| 2025-08-01 | 80.49247670114540 |
| 2025-09-01 | 80.81470709747400 |
| 2025-10-01 | 82.48640450243750 |
| 2025-11-01 | 82.66182541484320 |
| 2025-12-01 | 82.85825684432480 |
| 2026-01-01 | 81.24634811975450 |
| 2026-02-01 | 80.97115651701130 |
| 2026-03-01 | 80.68717795850470 |
| 2026-04-01 | 80.82285315663090 |
| 2026-05-01 | 80.23680372143980 |