Table Data - All Employees: Professional and Business Services: Computer Systems Design and Related Services in Oakland-Fremont-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services: Computer Systems Design and Related Services in Oakland-Fremont-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846054150001SA |
| 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 7:24 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 | 4.80554693343410 |
| 1990-02-01 | 4.91075422433771 |
| 1990-03-01 | 4.95404750042272 |
| 1990-04-01 | 4.97614855330733 |
| 1990-05-01 | 5.09878681665419 |
| 1990-06-01 | 5.15423708384811 |
| 1990-07-01 | 5.08586517212186 |
| 1990-08-01 | 5.14956111406050 |
| 1990-09-01 | 5.23306139630153 |
| 1990-10-01 | 5.31958497062543 |
| 1990-11-01 | 5.36527924319156 |
| 1990-12-01 | 5.34522912709109 |
| 1991-01-01 | 5.60565417212907 |
| 1991-02-01 | 5.91280954198515 |
| 1991-03-01 | 5.95429374724300 |
| 1991-04-01 | 6.47258996589043 |
| 1991-05-01 | 6.30320205498548 |
| 1991-06-01 | 6.35444732335365 |
| 1991-07-01 | 6.48873255675023 |
| 1991-08-01 | 6.54912836103720 |
| 1991-09-01 | 6.53524176681772 |
| 1991-10-01 | 6.41566706250494 |
| 1991-11-01 | 6.46078899273452 |
| 1991-12-01 | 6.43137555181611 |
| 1992-01-01 | 6.51518125320889 |
| 1992-02-01 | 6.31819268823284 |
| 1992-03-01 | 6.45617767137783 |
| 1992-04-01 | 6.46688519888090 |
| 1992-05-01 | 6.41332534922539 |
| 1992-06-01 | 6.36258775915148 |
| 1992-07-01 | 6.78297742585223 |
| 1992-08-01 | 6.54873008995097 |
| 1992-09-01 | 6.63646742819383 |
| 1992-10-01 | 6.71361898622336 |
| 1992-11-01 | 6.73917326131591 |
| 1992-12-01 | 6.70626484175876 |
| 1993-01-01 | 6.84226913746928 |
| 1993-02-01 | 6.73744244072437 |
| 1993-03-01 | 6.86036276425946 |
| 1993-04-01 | 6.46453470010369 |
| 1993-05-01 | 6.51733256948760 |
| 1993-06-01 | 6.56292287873739 |
| 1993-07-01 | 6.18213057534883 |
| 1993-08-01 | 6.44734970515005 |
| 1993-09-01 | 6.44014957786887 |
| 1993-10-01 | 6.60088188369266 |
| 1993-11-01 | 6.60945285286985 |
| 1993-12-01 | 6.67764502797432 |
| 1994-01-01 | 6.78313590491060 |
| 1994-02-01 | 6.85566978497691 |
| 1994-03-01 | 6.98262430539244 |
| 1994-04-01 | 7.16458351378882 |
| 1994-05-01 | 7.11145689154570 |
| 1994-06-01 | 7.15887013444868 |
| 1994-07-01 | 7.17832604203168 |
| 1994-08-01 | 7.24210545345988 |
| 1994-09-01 | 7.24978206532152 |
| 1994-10-01 | 7.18562069025333 |
| 1994-11-01 | 7.17538156822695 |
| 1994-12-01 | 7.34481964324826 |
| 1995-01-01 | 7.32720722836406 |
| 1995-02-01 | 7.48245152983975 |
| 1995-03-01 | 7.61821568646306 |
| 1995-04-01 | 7.15955176612113 |
| 1995-05-01 | 7.39288933028856 |
| 1995-06-01 | 7.44868012829752 |
| 1995-07-01 | 7.68236510385782 |
| 1995-08-01 | 7.63683080111736 |
| 1995-09-01 | 7.76587383331148 |
| 1995-10-01 | 7.66149874619676 |
| 1995-11-01 | 7.84842411433121 |
| 1995-12-01 | 7.81554209696947 |
| 1996-01-01 | 7.66310275626741 |
| 1996-02-01 | 7.80367140437421 |
| 1996-03-01 | 7.96334580124874 |
| 1996-04-01 | 7.95201675513428 |
| 1996-05-01 | 8.26673265047481 |
| 1996-06-01 | 8.44003030976113 |
| 1996-07-01 | 8.38217441946585 |
| 1996-08-01 | 8.63848929178264 |
| 1996-09-01 | 8.79142483429277 |
| 1996-10-01 | 9.14394319132656 |
| 1996-11-01 | 9.21978849237049 |
| 1996-12-01 | 9.19475222548363 |
| 1997-01-01 | 9.57404137178934 |
| 1997-02-01 | 9.82678168628303 |
| 1997-03-01 | 9.99285241691637 |
| 1997-04-01 | 10.55490097682370 |
| 1997-05-01 | 10.63850775775630 |
| 1997-06-01 | 10.82387443270990 |
| 1997-07-01 | 11.39672781152630 |
| 1997-08-01 | 11.54766663761660 |
| 1997-09-01 | 11.43345177989610 |
| 1997-10-01 | 11.52308310363560 |
| 1997-11-01 | 11.69104251129710 |
| 1997-12-01 | 11.98318871434780 |
| 1998-01-01 | 12.16021204526030 |
| 1998-02-01 | 12.23075219894000 |
| 1998-03-01 | 12.31617247632880 |
| 1998-04-01 | 12.45683173409320 |
| 1998-05-01 | 12.52425702031120 |
| 1998-06-01 | 12.61342474291370 |
| 1998-07-01 | 12.80977584668270 |
| 1998-08-01 | 12.96221586393210 |
| 1998-09-01 | 13.18890967085140 |
| 1998-10-01 | 13.40572920149240 |
| 1998-11-01 | 13.46758071152230 |
| 1998-12-01 | 13.57124415973350 |
| 1999-01-01 | 13.33407857590320 |
| 1999-02-01 | 13.71613006944800 |
| 1999-03-01 | 13.91630381425830 |
| 1999-04-01 | 14.17266040374730 |
| 1999-05-01 | 14.42381350124370 |
| 1999-06-01 | 14.60660598891250 |
| 1999-07-01 | 14.72782095982920 |
| 1999-08-01 | 14.88224411678690 |
| 1999-09-01 | 15.13733532268590 |
| 1999-10-01 | 15.39329762719040 |
| 1999-11-01 | 15.65070047306560 |
| 1999-12-01 | 15.75240599986510 |
| 2000-01-01 | 16.31688374310480 |
| 2000-02-01 | 16.58354777418560 |
| 2000-03-01 | 16.99873191709070 |
| 2000-04-01 | 17.19285921963800 |
| 2000-05-01 | 17.63931308546890 |
| 2000-06-01 | 18.11212822125350 |
| 2000-07-01 | 18.23055592722120 |
| 2000-08-01 | 18.59998106205130 |
| 2000-09-01 | 18.77246011052870 |
| 2000-10-01 | 18.99470663018010 |
| 2000-11-01 | 19.34236215082400 |
| 2000-12-01 | 19.43973148761590 |
| 2001-01-01 | 19.81196729786280 |
| 2001-02-01 | 19.53979585185200 |
| 2001-03-01 | 19.35722775526740 |
| 2001-04-01 | 19.42306734968500 |
| 2001-05-01 | 19.06254938325450 |
| 2001-06-01 | 18.62066428086820 |
| 2001-07-01 | 17.72963398102060 |
| 2001-08-01 | 17.51264344621810 |
| 2001-09-01 | 17.18442442557860 |
| 2001-10-01 | 17.10171979099250 |
| 2001-11-01 | 16.74634352665480 |
| 2001-12-01 | 16.83628870780000 |
| 2002-01-01 | 16.21764813324640 |
| 2002-02-01 | 15.99881698192150 |
| 2002-03-01 | 15.82350494042080 |
| 2002-04-01 | 15.62895022193600 |
| 2002-05-01 | 15.68295939804700 |
| 2002-06-01 | 15.63635451185950 |
| 2002-07-01 | 15.52269204918720 |
| 2002-08-01 | 15.41353832736410 |
| 2002-09-01 | 15.47888496067750 |
| 2002-10-01 | 15.41336927414180 |
| 2002-11-01 | 15.37009037276560 |
| 2002-12-01 | 15.35208133008920 |
| 2003-01-01 | 15.12149577125810 |
| 2003-02-01 | 15.06869564455740 |
| 2003-03-01 | 15.18939060305350 |
| 2003-04-01 | 14.82860993415740 |
| 2003-05-01 | 14.79090363988860 |
| 2003-06-01 | 14.74254179804870 |
| 2003-07-01 | 14.82080812953180 |
| 2003-08-01 | 14.81719102247960 |
| 2003-09-01 | 14.75894318084680 |
| 2003-10-01 | 14.81883869482390 |
| 2003-11-01 | 14.99679259364470 |
| 2003-12-01 | 14.97748312884790 |
| 2004-01-01 | 15.62857284029550 |
| 2004-02-01 | 15.65913676060640 |
| 2004-03-01 | 15.76449290176540 |
| 2004-04-01 | 15.82043361206240 |
| 2004-05-01 | 15.68966611522160 |
| 2004-06-01 | 15.73443394118130 |
| 2004-07-01 | 16.01797626165920 |
| 2004-08-01 | 16.01622420613740 |
| 2004-09-01 | 16.14643808469030 |
| 2004-10-01 | 15.82051437351330 |
| 2004-11-01 | 16.01259015879090 |
| 2004-12-01 | 16.21773024316370 |
| 2005-01-01 | 15.92576417267640 |
| 2005-02-01 | 15.86901740064230 |
| 2005-03-01 | 15.84806784955380 |
| 2005-04-01 | 15.91373858022090 |
| 2005-05-01 | 15.98361757179280 |
| 2005-06-01 | 15.92394128876820 |
| 2005-07-01 | 15.81345926456670 |
| 2005-08-01 | 15.91025625876750 |
| 2005-09-01 | 15.93827704737570 |
| 2005-10-01 | 15.81452054293440 |
| 2005-11-01 | 15.81399819058640 |
| 2005-12-01 | 15.85438293173410 |
| 2006-01-01 | 16.01247401209190 |
| 2006-02-01 | 16.09777546507840 |
| 2006-03-01 | 16.15485645020770 |
| 2006-04-01 | 16.21111206768260 |
| 2006-05-01 | 16.27175761899850 |
| 2006-06-01 | 16.31263497964360 |
| 2006-07-01 | 16.10141483829270 |
| 2006-08-01 | 16.19854840604070 |
| 2006-09-01 | 16.24577699880780 |
| 2006-10-01 | 16.40021003925270 |
| 2006-11-01 | 16.40227907597160 |
| 2006-12-01 | 16.48782618378320 |
| 2007-01-01 | 16.49085802090340 |
| 2007-02-01 | 16.63934426166840 |
| 2007-03-01 | 16.67228337726920 |
| 2007-04-01 | 16.61105124007730 |
| 2007-05-01 | 16.55948932116990 |
| 2007-06-01 | 16.71230646095490 |
| 2007-07-01 | 16.67875923653450 |
| 2007-08-01 | 16.58762088932930 |
| 2007-09-01 | 16.55377333717590 |
| 2007-10-01 | 16.58590500098520 |
| 2007-11-01 | 16.68889981251110 |
| 2007-12-01 | 16.80127022987620 |
| 2008-01-01 | 16.37136469521850 |
| 2008-02-01 | 16.57710455563340 |
| 2008-03-01 | 16.70174915196800 |
| 2008-04-01 | 16.80933183740110 |
| 2008-05-01 | 16.95455013518860 |
| 2008-06-01 | 17.02299209250130 |
| 2008-07-01 | 17.24453554779480 |
| 2008-08-01 | 17.47795797858030 |
| 2008-09-01 | 17.56185416650720 |
| 2008-10-01 | 17.58310666541580 |
| 2008-11-01 | 17.57309741069580 |
| 2008-12-01 | 17.60695542344110 |
| 2009-01-01 | 17.75054884198230 |
| 2009-02-01 | 17.60118517725520 |
| 2009-03-01 | 17.34065056835930 |
| 2009-04-01 | 15.79000398593440 |
| 2009-05-01 | 15.95558939884310 |
| 2009-06-01 | 15.95726052283610 |
| 2009-07-01 | 15.91132491401120 |
| 2009-08-01 | 15.86935298331060 |
| 2009-09-01 | 15.85918218572830 |
| 2009-10-01 | 16.08373155449090 |
| 2009-11-01 | 16.16584077028610 |
| 2009-12-01 | 16.20406358566720 |
| 2010-01-01 | 16.12789172127620 |
| 2010-02-01 | 16.40500186474690 |
| 2010-03-01 | 16.68106972468410 |
| 2010-04-01 | 16.77650117519610 |
| 2010-05-01 | 16.75875361479990 |
| 2010-06-01 | 16.79935192308030 |
| 2010-07-01 | 16.88567023716580 |
| 2010-08-01 | 16.86508013774120 |
| 2010-09-01 | 17.15523299293020 |
| 2010-10-01 | 16.68308966100140 |
| 2010-11-01 | 16.64847059604690 |
| 2010-12-01 | 16.69844011812190 |
| 2011-01-01 | 16.31753658913700 |
| 2011-02-01 | 16.60101891770080 |
| 2011-03-01 | 16.51106954192150 |
| 2011-04-01 | 16.66580566377620 |
| 2011-05-01 | 16.66689409990800 |
| 2011-06-01 | 16.74989578823100 |
| 2011-07-01 | 16.76354656853280 |
| 2011-08-01 | 16.85861268398330 |
| 2011-09-01 | 17.04996056960790 |
| 2011-10-01 | 17.06773844397640 |
| 2011-11-01 | 17.02906551964410 |
| 2011-12-01 | 17.38921967726420 |
| 2012-01-01 | 17.61669432518070 |
| 2012-02-01 | 17.79164245011080 |
| 2012-03-01 | 17.84413769514050 |
| 2012-04-01 | 18.17234823731510 |
| 2012-05-01 | 18.28430280499330 |
| 2012-06-01 | 18.40195207460720 |
| 2012-07-01 | 18.43090951884800 |
| 2012-08-01 | 18.54211573942500 |
| 2012-09-01 | 18.64674857325730 |
| 2012-10-01 | 18.73355089843160 |
| 2012-11-01 | 18.80072827893830 |
| 2012-12-01 | 18.87568486489100 |
| 2013-01-01 | 19.03604403942060 |
| 2013-02-01 | 19.10344148805510 |
| 2013-03-01 | 19.19103950426830 |
| 2013-04-01 | 19.07799775853360 |
| 2013-05-01 | 19.19111550295030 |
| 2013-06-01 | 19.35409212096110 |
| 2013-07-01 | 19.59270216415280 |
| 2013-08-01 | 19.80203387267040 |
| 2013-09-01 | 19.84408219930710 |
| 2013-10-01 | 20.28371819770530 |
| 2013-11-01 | 20.68663308115420 |
| 2013-12-01 | 21.06150345840650 |
| 2014-01-01 | 20.96614083319490 |
| 2014-02-01 | 21.23020121068100 |
| 2014-03-01 | 21.55070553392910 |
| 2014-04-01 | 21.48860097939470 |
| 2014-05-01 | 21.58400087342860 |
| 2014-06-01 | 21.89460343758190 |
| 2014-07-01 | 21.15333700964260 |
| 2014-08-01 | 21.44581228643380 |
| 2014-09-01 | 21.64159350712770 |
| 2014-10-01 | 21.43828822885660 |
| 2014-11-01 | 21.37850917196080 |
| 2014-12-01 | 21.24225328074280 |
| 2015-01-01 | 21.51847702390900 |
| 2015-02-01 | 21.47267655847990 |
| 2015-03-01 | 21.40765094479260 |
| 2015-04-01 | 22.48461892631050 |
| 2015-05-01 | 22.56260591382370 |
| 2015-06-01 | 22.71518076245140 |
| 2015-07-01 | 23.01597657122370 |
| 2015-08-01 | 23.09320790852580 |
| 2015-09-01 | 23.14736885781650 |
| 2015-10-01 | 23.30754779918860 |
| 2015-11-01 | 23.28502924721610 |
| 2015-12-01 | 23.32549433180570 |
| 2016-01-01 | 23.16307900104620 |
| 2016-02-01 | 23.10049993398060 |
| 2016-03-01 | 23.05833607137950 |
| 2016-04-01 | 23.27355546892820 |
| 2016-05-01 | 23.24514954130470 |
| 2016-06-01 | 23.12803838867120 |
| 2016-07-01 | 23.28630899039660 |
| 2016-08-01 | 23.04523197313650 |
| 2016-09-01 | 22.86268884112340 |
| 2016-10-01 | 22.79804529412130 |
| 2016-11-01 | 22.59355519509620 |
| 2016-12-01 | 22.61037555719690 |
| 2017-01-01 | 22.49705513391430 |
| 2017-02-01 | 22.50845468005480 |
| 2017-03-01 | 22.48567014717820 |
| 2017-04-01 | 22.65348536214350 |
| 2017-05-01 | 22.73804423183580 |
| 2017-06-01 | 23.03742180535580 |
| 2017-07-01 | 22.66689954547130 |
| 2017-08-01 | 22.91647240588290 |
| 2017-09-01 | 23.09791495283360 |
| 2017-10-01 | 23.00067664681710 |
| 2017-11-01 | 23.09665243470820 |
| 2017-12-01 | 23.19599700851390 |
| 2018-01-01 | 23.21246890098230 |
| 2018-02-01 | 23.29769868691570 |
| 2018-03-01 | 23.37737344490980 |
| 2018-04-01 | 23.43562277787340 |
| 2018-05-01 | 23.55271711050350 |
| 2018-06-01 | 23.55002091813750 |
| 2018-07-01 | 23.46573743237160 |
| 2018-08-01 | 23.30657123420070 |
| 2018-09-01 | 23.33540799175810 |
| 2018-10-01 | 23.40602707746430 |
| 2018-11-01 | 23.48501896140030 |
| 2018-12-01 | 23.48919315417870 |
| 2019-01-01 | 23.51860972072800 |
| 2019-02-01 | 23.77319374726260 |
| 2019-03-01 | 23.54767845163870 |
| 2019-04-01 | 23.51984334039840 |
| 2019-05-01 | 23.57228880968290 |
| 2019-06-01 | 23.65450882045370 |
| 2019-07-01 | 23.98269448031900 |
| 2019-08-01 | 23.92761020958560 |
| 2019-09-01 | 23.76995395671770 |
| 2019-10-01 | 23.51054550303510 |
| 2019-11-01 | 23.66065755124440 |
| 2019-12-01 | 23.58344579403950 |
| 2020-01-01 | 23.70978011726800 |
| 2020-02-01 | 23.54920333236190 |
| 2020-03-01 | 23.31411897640180 |
| 2020-04-01 | 22.60538697603180 |
| 2020-05-01 | 22.79766566062960 |
| 2020-06-01 | 22.65745668353050 |
| 2020-07-01 | 22.71384677456250 |
| 2020-08-01 | 22.55982840815670 |
| 2020-09-01 | 22.39777824398840 |
| 2020-10-01 | 22.39759209654460 |
| 2020-11-01 | 22.43789941091530 |
| 2020-12-01 | 22.48271010160210 |
| 2021-01-01 | 22.28843024129540 |
| 2021-02-01 | 22.22582374082990 |
| 2021-03-01 | 22.38328278354210 |
| 2021-04-01 | 22.40441259422060 |
| 2021-05-01 | 22.31590525518850 |
| 2021-06-01 | 22.36585920153660 |
| 2021-07-01 | 22.33701048091670 |
| 2021-08-01 | 22.40705744730690 |
| 2021-09-01 | 22.42154892030280 |
| 2021-10-01 | 22.47423108108990 |
| 2021-11-01 | 22.30975601514970 |
| 2021-12-01 | 22.18239502362090 |
| 2022-01-01 | 22.16142933656670 |
| 2022-02-01 | 22.20512122467730 |
| 2022-03-01 | 22.05837413561040 |
| 2022-04-01 | 22.22405422931290 |
| 2022-05-01 | 22.23344710983670 |
| 2022-06-01 | 22.37667829916370 |
| 2022-07-01 | 21.85384336700330 |
| 2022-08-01 | 21.84498120289080 |
| 2022-09-01 | 21.82259257605080 |
| 2022-10-01 | 21.45427831036640 |
| 2022-11-01 | 21.49850351520470 |
| 2022-12-01 | 21.58502820262290 |
| 2023-01-01 | 21.12944110334470 |
| 2023-02-01 | 20.97519292766280 |
| 2023-03-01 | 20.93561213136770 |
| 2023-04-01 | 21.07427133357640 |
| 2023-05-01 | 20.75075101351240 |
| 2023-06-01 | 20.57787274405430 |
| 2023-07-01 | 20.06078966808680 |
| 2023-08-01 | 20.07242817897110 |
| 2023-09-01 | 19.91097182830850 |
| 2023-10-01 | 19.95134776434780 |
| 2023-11-01 | 19.69148647036130 |
| 2023-12-01 | 19.58091313830900 |
| 2024-01-01 | 19.50029059387510 |
| 2024-02-01 | 19.24751576368640 |
| 2024-03-01 | 19.11657002659690 |
| 2024-04-01 | 18.73094136470710 |
| 2024-05-01 | 18.57733145010330 |
| 2024-06-01 | 18.17785705079830 |
| 2024-07-01 | 18.36086555068040 |
| 2024-08-01 | 17.97576612807680 |
| 2024-09-01 | 17.89711309349450 |
| 2024-10-01 | 18.15198597258190 |
| 2024-11-01 | 17.90165323345660 |
| 2024-12-01 | 17.47531963373680 |
| 2025-01-01 | 17.47233211303500 |
| 2025-02-01 | 17.31943353101070 |
| 2025-03-01 | 16.99510714500840 |
| 2025-04-01 | 16.79023758165590 |
| 2025-05-01 | 16.70710008028320 |
| 2025-06-01 | 16.48156921962490 |
| 2025-07-01 | 16.74875667169240 |
| 2025-08-01 | 16.77115493774190 |
| 2025-09-01 | 16.58934299635030 |
| 2025-10-01 | 16.15173883848080 |
| 2025-11-01 | 16.10556777522120 |
| 2025-12-01 | 16.27151618249940 |
| 2026-01-01 | 16.15697183182580 |
| 2026-02-01 | 16.20146398416010 |
| 2026-03-01 | 16.28270268987020 |
| 2026-04-01 | 16.12716334174960 |
| 2026-05-01 | 16.13151977786460 |
| 2026-06-01 | 16.38467212654740 |
| 2026-07-01 | 15.93906007287090 |