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 2026-01-01 |
| Last Updated | 2026-04-10 3:04 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 | 4.80554731945400 |
| 1990-02-01 | 4.91075454451162 |
| 1990-03-01 | 4.95404721601213 |
| 1990-04-01 | 4.97614559727378 |
| 1990-05-01 | 5.09878655779417 |
| 1990-06-01 | 5.15423688490683 |
| 1990-07-01 | 5.08586525007346 |
| 1990-08-01 | 5.14956139615230 |
| 1990-09-01 | 5.23306178123431 |
| 1990-10-01 | 5.31958557572959 |
| 1990-11-01 | 5.36528013377758 |
| 1990-12-01 | 5.34523010451251 |
| 1991-01-01 | 5.60565468269681 |
| 1991-02-01 | 5.91280982030287 |
| 1991-03-01 | 5.95429335672410 |
| 1991-04-01 | 6.47258641162601 |
| 1991-05-01 | 6.30320168169508 |
| 1991-06-01 | 6.35444701411664 |
| 1991-07-01 | 6.48873246970386 |
| 1991-08-01 | 6.54912858952988 |
| 1991-09-01 | 6.53524244285311 |
| 1991-10-01 | 6.41566834546500 |
| 1991-11-01 | 6.46079061365041 |
| 1991-12-01 | 6.43137731038389 |
| 1992-01-01 | 6.51518254713008 |
| 1992-02-01 | 6.31819348348522 |
| 1992-03-01 | 6.45617448474713 |
| 1992-04-01 | 6.46687930897756 |
| 1992-05-01 | 6.41332464852543 |
| 1992-06-01 | 6.36258722429606 |
| 1992-07-01 | 6.78297747507330 |
| 1992-08-01 | 6.54873107733039 |
| 1992-09-01 | 6.63646933196466 |
| 1992-10-01 | 6.71362186696184 |
| 1992-11-01 | 6.73917650771218 |
| 1992-12-01 | 6.70626838552720 |
| 1993-01-01 | 6.84227111686341 |
| 1993-02-01 | 6.73744314793033 |
| 1993-03-01 | 6.86035508321166 |
| 1993-04-01 | 6.46452482671863 |
| 1993-05-01 | 6.51732958150243 |
| 1993-06-01 | 6.56292206547203 |
| 1993-07-01 | 6.18213191592973 |
| 1993-08-01 | 6.44735192216975 |
| 1993-09-01 | 6.44015145404892 |
| 1993-10-01 | 6.60089362248078 |
| 1993-11-01 | 6.60945724929798 |
| 1993-12-01 | 6.67764861219701 |
| 1994-01-01 | 6.78313872093989 |
| 1994-02-01 | 6.85567230433321 |
| 1994-03-01 | 6.98261609775952 |
| 1994-04-01 | 7.16454710688218 |
| 1994-05-01 | 7.11145629208858 |
| 1994-06-01 | 7.15887096463779 |
| 1994-07-01 | 7.17833439359439 |
| 1994-08-01 | 7.24211874769289 |
| 1994-09-01 | 7.24978809376381 |
| 1994-10-01 | 7.18564282582278 |
| 1994-11-01 | 7.17538377539777 |
| 1994-12-01 | 7.34481604884457 |
| 1995-01-01 | 7.32720166688284 |
| 1995-02-01 | 7.48244572677951 |
| 1995-03-01 | 7.61820255722799 |
| 1995-04-01 | 7.15949028050670 |
| 1995-05-01 | 7.39289704019598 |
| 1995-06-01 | 7.44869437608029 |
| 1995-07-01 | 7.68239328535111 |
| 1995-08-01 | 7.63686657171999 |
| 1995-09-01 | 7.76589132334725 |
| 1995-10-01 | 7.66153329543512 |
| 1995-11-01 | 7.84841993324939 |
| 1995-12-01 | 7.81551793535995 |
| 1996-01-01 | 7.66306943988508 |
| 1996-02-01 | 7.80363372550505 |
| 1996-03-01 | 7.96330620895591 |
| 1996-04-01 | 7.95192057301224 |
| 1996-05-01 | 8.26675564211147 |
| 1996-06-01 | 8.44008631786041 |
| 1996-07-01 | 8.38226124757419 |
| 1996-08-01 | 8.63857388886464 |
| 1996-09-01 | 8.79147267186646 |
| 1996-10-01 | 9.14400820855461 |
| 1996-11-01 | 9.21982248984212 |
| 1996-12-01 | 9.19456274104235 |
| 1997-01-01 | 9.57398662394197 |
| 1997-02-01 | 9.82670167704048 |
| 1997-03-01 | 9.99274729590677 |
| 1997-04-01 | 10.55472563615930 |
| 1997-05-01 | 10.63846183834050 |
| 1997-06-01 | 10.82425340035550 |
| 1997-07-01 | 11.39682471585810 |
| 1997-08-01 | 11.54779514273060 |
| 1997-09-01 | 11.43355684160000 |
| 1997-10-01 | 11.52319048936410 |
| 1997-11-01 | 11.69110386270320 |
| 1997-12-01 | 11.98283039246580 |
| 1998-01-01 | 12.16011666905650 |
| 1998-02-01 | 12.23058504280590 |
| 1998-03-01 | 12.31592883561540 |
| 1998-04-01 | 12.45666184330370 |
| 1998-05-01 | 12.52390879845270 |
| 1998-06-01 | 12.61425045191640 |
| 1998-07-01 | 12.81000841656170 |
| 1998-08-01 | 12.96242897372520 |
| 1998-09-01 | 13.18907399690450 |
| 1998-10-01 | 13.40587193294120 |
| 1998-11-01 | 13.46765956560700 |
| 1998-12-01 | 13.57069444914930 |
| 1999-01-01 | 13.33393056151460 |
| 1999-02-01 | 13.71586622015700 |
| 1999-03-01 | 13.91590840995500 |
| 1999-04-01 | 14.17250712120730 |
| 1999-05-01 | 14.42315163312430 |
| 1999-06-01 | 14.60787214830710 |
| 1999-07-01 | 14.72818338087610 |
| 1999-08-01 | 14.88254436661750 |
| 1999-09-01 | 15.13756002843100 |
| 1999-10-01 | 15.39345076290610 |
| 1999-11-01 | 15.65074785546920 |
| 1999-12-01 | 15.75180242970150 |
| 2000-01-01 | 16.31666741421060 |
| 2000-02-01 | 16.58318609728220 |
| 2000-03-01 | 16.99822109835510 |
| 2000-04-01 | 17.19277307075680 |
| 2000-05-01 | 17.63840330691780 |
| 2000-06-01 | 18.11354660091420 |
| 2000-07-01 | 18.23109673125070 |
| 2000-08-01 | 18.60037169879320 |
| 2000-09-01 | 18.77271972388140 |
| 2000-10-01 | 18.99485877234870 |
| 2000-11-01 | 19.34239998955640 |
| 2000-12-01 | 19.43907177383480 |
| 2001-01-01 | 19.81171512971280 |
| 2001-02-01 | 19.53941778247750 |
| 2001-03-01 | 19.35671205464330 |
| 2001-04-01 | 19.42298855249370 |
| 2001-05-01 | 19.06155795833750 |
| 2001-06-01 | 18.62211092873830 |
| 2001-07-01 | 17.73018058379870 |
| 2001-08-01 | 17.51304618369770 |
| 2001-09-01 | 17.18469193820500 |
| 2001-10-01 | 17.10185249156750 |
| 2001-11-01 | 16.74633909676310 |
| 2001-12-01 | 16.83574484026060 |
| 2002-01-01 | 16.21738338428390 |
| 2002-02-01 | 15.99846294237560 |
| 2002-03-01 | 15.82305611115570 |
| 2002-04-01 | 15.62894629312350 |
| 2002-05-01 | 15.68197346843710 |
| 2002-06-01 | 15.63752854308990 |
| 2002-07-01 | 15.52325822796780 |
| 2002-08-01 | 15.41392147918870 |
| 2002-09-01 | 15.47910791993180 |
| 2002-10-01 | 15.41346293831230 |
| 2002-11-01 | 15.37005950472860 |
| 2002-12-01 | 15.35167296497690 |
| 2003-01-01 | 15.12125620939180 |
| 2003-02-01 | 15.06842997672860 |
| 2003-03-01 | 15.18909044698080 |
| 2003-04-01 | 14.82861234641230 |
| 2003-05-01 | 14.79015401749480 |
| 2003-06-01 | 14.74331582628080 |
| 2003-07-01 | 14.82130013332320 |
| 2003-08-01 | 14.81746438056120 |
| 2003-09-01 | 14.75908130703070 |
| 2003-10-01 | 14.81887230554880 |
| 2003-11-01 | 14.99673870404020 |
| 2003-12-01 | 14.97727070790050 |
| 2004-01-01 | 15.62840693775550 |
| 2004-02-01 | 15.65898286287850 |
| 2004-03-01 | 15.76434800418100 |
| 2004-04-01 | 15.82043607420340 |
| 2004-05-01 | 15.68921263125050 |
| 2004-06-01 | 15.73477399407420 |
| 2004-07-01 | 16.01838130513390 |
| 2004-08-01 | 16.01635856499640 |
| 2004-09-01 | 16.14646030667670 |
| 2004-10-01 | 15.82047705159850 |
| 2004-11-01 | 16.01253497754330 |
| 2004-12-01 | 16.21761937286360 |
| 2005-01-01 | 15.92582837359100 |
| 2005-02-01 | 15.86898107014800 |
| 2005-03-01 | 15.84804127796570 |
| 2005-04-01 | 15.91367967435040 |
| 2005-05-01 | 15.98337284769660 |
| 2005-06-01 | 15.92411270175570 |
| 2005-07-01 | 15.81369701225210 |
| 2005-08-01 | 15.91021031770930 |
| 2005-09-01 | 15.93818483012840 |
| 2005-10-01 | 15.81439843490530 |
| 2005-11-01 | 15.81387429438920 |
| 2005-12-01 | 15.85429014628050 |
| 2006-01-01 | 16.01315558517860 |
| 2006-02-01 | 16.09767002560030 |
| 2006-03-01 | 16.15495318683410 |
| 2006-04-01 | 16.21092113551400 |
| 2006-05-01 | 16.27156501440740 |
| 2006-06-01 | 16.31271552231750 |
| 2006-07-01 | 16.10155216634130 |
| 2006-08-01 | 16.19838678913380 |
| 2006-09-01 | 16.24558900277530 |
| 2006-10-01 | 16.40000160256860 |
| 2006-11-01 | 16.40205501272410 |
| 2006-12-01 | 16.48769784102510 |
| 2007-01-01 | 16.49229333110250 |
| 2007-02-01 | 16.63911320394400 |
| 2007-03-01 | 16.67245294968750 |
| 2007-04-01 | 16.61068636266290 |
| 2007-05-01 | 16.55932407948450 |
| 2007-06-01 | 16.71229188032200 |
| 2007-07-01 | 16.67881642773630 |
| 2007-08-01 | 16.58737307892940 |
| 2007-09-01 | 16.55358166501570 |
| 2007-10-01 | 16.58562176708600 |
| 2007-11-01 | 16.68857669200650 |
| 2007-12-01 | 16.80104117599480 |
| 2008-01-01 | 16.37355372110550 |
| 2008-02-01 | 16.57671771563950 |
| 2008-03-01 | 16.70197639952150 |
| 2008-04-01 | 16.80877470797880 |
| 2008-05-01 | 16.95441403480930 |
| 2008-06-01 | 17.02287660794530 |
| 2008-07-01 | 17.24448508615620 |
| 2008-08-01 | 17.47769951071470 |
| 2008-09-01 | 17.56172242825240 |
| 2008-10-01 | 17.58280884784800 |
| 2008-11-01 | 17.57269623649460 |
| 2008-12-01 | 17.60670886549820 |
| 2009-01-01 | 17.75307281003430 |
| 2009-02-01 | 17.60076677304960 |
| 2009-03-01 | 17.34084431906750 |
| 2009-04-01 | 15.78941103567420 |
| 2009-05-01 | 15.95541851007250 |
| 2009-06-01 | 15.95709199826280 |
| 2009-07-01 | 15.91119050395200 |
| 2009-08-01 | 15.86911116887300 |
| 2009-09-01 | 15.85914260903050 |
| 2009-10-01 | 16.08346274354970 |
| 2009-11-01 | 16.16541201505320 |
| 2009-12-01 | 16.20378937160410 |
| 2010-01-01 | 16.13045208007100 |
| 2010-02-01 | 16.40458549800910 |
| 2010-03-01 | 16.68126044094990 |
| 2010-04-01 | 16.77590306808750 |
| 2010-05-01 | 16.75857210948970 |
| 2010-06-01 | 16.79914588466530 |
| 2010-07-01 | 16.88548156437110 |
| 2010-08-01 | 16.86490365501010 |
| 2010-09-01 | 17.15521893730720 |
| 2010-10-01 | 16.68290002938050 |
| 2010-11-01 | 16.64809087528550 |
| 2010-12-01 | 16.69830226918950 |
| 2011-01-01 | 16.31960633875620 |
| 2011-02-01 | 16.60077577823520 |
| 2011-03-01 | 16.51122142954670 |
| 2011-04-01 | 16.66533665608410 |
| 2011-05-01 | 16.66666104321230 |
| 2011-06-01 | 16.74965369847100 |
| 2011-07-01 | 16.76337384409920 |
| 2011-08-01 | 16.85844438260610 |
| 2011-09-01 | 17.04996581357130 |
| 2011-10-01 | 17.06759404351600 |
| 2011-11-01 | 17.02879251149220 |
| 2011-12-01 | 17.38925284786510 |
| 2012-01-01 | 17.61811396310050 |
| 2012-02-01 | 17.79166697142480 |
| 2012-03-01 | 17.84444663817900 |
| 2012-04-01 | 18.17186140336530 |
| 2012-05-01 | 18.28396823121980 |
| 2012-06-01 | 18.40167470831750 |
| 2012-07-01 | 18.43075549926140 |
| 2012-08-01 | 18.54195611652720 |
| 2012-09-01 | 18.64671888070810 |
| 2012-10-01 | 18.73346538613890 |
| 2012-11-01 | 18.80057044072900 |
| 2012-12-01 | 18.87594955868200 |
| 2013-01-01 | 19.03679652299990 |
| 2013-02-01 | 19.10373144691160 |
| 2013-03-01 | 19.19158613258820 |
| 2013-04-01 | 19.07746398314390 |
| 2013-05-01 | 19.19064849841650 |
| 2013-06-01 | 19.35375920325480 |
| 2013-07-01 | 19.59258792641640 |
| 2013-08-01 | 19.80183725181350 |
| 2013-09-01 | 19.84403183401150 |
| 2013-10-01 | 20.28366157562010 |
| 2013-11-01 | 20.68658467069260 |
| 2013-12-01 | 21.06184619960730 |
| 2014-01-01 | 20.96660006866510 |
| 2014-02-01 | 21.23060815591330 |
| 2014-03-01 | 21.55154930338100 |
| 2014-04-01 | 21.48789991025070 |
| 2014-05-01 | 21.58344188715660 |
| 2014-06-01 | 21.89422603274910 |
| 2014-07-01 | 21.15324552093480 |
| 2014-08-01 | 21.44559231298570 |
| 2014-09-01 | 21.64150524830900 |
| 2014-10-01 | 21.43826316938610 |
| 2014-11-01 | 21.37855520635340 |
| 2014-12-01 | 21.24264172364040 |
| 2015-01-01 | 21.51881176411000 |
| 2015-02-01 | 21.47310839401350 |
| 2015-03-01 | 21.40858611575380 |
| 2015-04-01 | 22.48388726529050 |
| 2015-05-01 | 22.56201260240720 |
| 2015-06-01 | 22.71477780840100 |
| 2015-07-01 | 23.01590461675460 |
| 2015-08-01 | 23.09294179402300 |
| 2015-09-01 | 23.14729566593020 |
| 2015-10-01 | 23.30749374169740 |
| 2015-11-01 | 23.28513839824710 |
| 2015-12-01 | 23.32589625488980 |
| 2016-01-01 | 23.16346991400730 |
| 2016-02-01 | 23.10087709601700 |
| 2016-03-01 | 23.05923334907460 |
| 2016-04-01 | 23.27280448940020 |
| 2016-05-01 | 23.24455414098980 |
| 2016-06-01 | 23.12765947374300 |
| 2016-07-01 | 23.28627239886640 |
| 2016-08-01 | 23.04496231891500 |
| 2016-09-01 | 22.86266333017350 |
| 2016-10-01 | 22.79801367780560 |
| 2016-11-01 | 22.59361070517330 |
| 2016-12-01 | 22.61053600600160 |
| 2017-01-01 | 22.49811209869310 |
| 2017-02-01 | 22.50836250201540 |
| 2017-03-01 | 22.48617049030140 |
| 2017-04-01 | 22.65262193310970 |
| 2017-05-01 | 22.73775235078440 |
| 2017-06-01 | 23.03733255453580 |
| 2017-07-01 | 22.66709398432080 |
| 2017-08-01 | 22.91628226987130 |
| 2017-09-01 | 23.09785642608540 |
| 2017-10-01 | 23.00054038860980 |
| 2017-11-01 | 23.09654443984580 |
| 2017-12-01 | 23.19582753023070 |
| 2018-01-01 | 23.21411864821680 |
| 2018-02-01 | 23.29698168395810 |
| 2018-03-01 | 23.37728563414410 |
| 2018-04-01 | 23.43474244281710 |
| 2018-05-01 | 23.55299886991190 |
| 2018-06-01 | 23.55054329813140 |
| 2018-07-01 | 23.46631586445220 |
| 2018-08-01 | 23.30646212306280 |
| 2018-09-01 | 23.33513472986740 |
| 2018-10-01 | 23.40569593660480 |
| 2018-11-01 | 23.48482173632010 |
| 2018-12-01 | 23.48860413552140 |
| 2019-01-01 | 23.52056152754800 |
| 2019-02-01 | 23.77192038229030 |
| 2019-03-01 | 23.54693060564980 |
| 2019-04-01 | 23.51813299039220 |
| 2019-05-01 | 23.57138355552070 |
| 2019-06-01 | 23.66135834900570 |
| 2019-07-01 | 23.98182236305860 |
| 2019-08-01 | 23.92654045183560 |
| 2019-09-01 | 23.76940181682820 |
| 2019-10-01 | 23.50995955494160 |
| 2019-11-01 | 23.66062884229100 |
| 2019-12-01 | 23.58201675885270 |
| 2020-01-01 | 23.71148547903780 |
| 2020-02-01 | 23.54786505133410 |
| 2020-03-01 | 23.31319258502190 |
| 2020-04-01 | 22.60127138482490 |
| 2020-05-01 | 22.79743152833190 |
| 2020-06-01 | 22.67333806335600 |
| 2020-07-01 | 22.70639279510430 |
| 2020-08-01 | 22.55964273430110 |
| 2020-09-01 | 22.39775287342110 |
| 2020-10-01 | 22.39663625024840 |
| 2020-11-01 | 22.43765142096370 |
| 2020-12-01 | 22.48016140954220 |
| 2021-01-01 | 22.28940812477800 |
| 2021-02-01 | 22.22409123896680 |
| 2021-03-01 | 22.38213041122320 |
| 2021-04-01 | 22.39745446736960 |
| 2021-05-01 | 22.31547894160140 |
| 2021-06-01 | 22.39519345255050 |
| 2021-07-01 | 22.32259237447110 |
| 2021-08-01 | 22.40724606625550 |
| 2021-09-01 | 22.42096538893570 |
| 2021-10-01 | 22.47563775631470 |
| 2021-11-01 | 22.30716023522460 |
| 2021-12-01 | 22.17721363600340 |
| 2022-01-01 | 22.16030154519970 |
| 2022-02-01 | 22.20291494673400 |
| 2022-03-01 | 22.05674047898880 |
| 2022-04-01 | 22.21439366987000 |
| 2022-05-01 | 22.23299079734610 |
| 2022-06-01 | 22.42184393275910 |
| 2022-07-01 | 21.83449709317360 |
| 2022-08-01 | 21.84767878954780 |
| 2022-09-01 | 21.82273065746530 |
| 2022-10-01 | 21.45501692907250 |
| 2022-11-01 | 21.49276901189180 |
| 2022-12-01 | 21.57457233766680 |
| 2023-01-01 | 21.11976264949940 |
| 2023-02-01 | 20.97359894317360 |
| 2023-03-01 | 20.94317328550100 |
| 2023-04-01 | 21.05387501612380 |
| 2023-05-01 | 20.74446095954800 |
| 2023-06-01 | 20.65116834678450 |
| 2023-07-01 | 20.03887012307790 |
| 2023-08-01 | 20.07881645448230 |
| 2023-09-01 | 19.91317357871230 |
| 2023-10-01 | 19.95053283199630 |
| 2023-11-01 | 19.67889274127900 |
| 2023-12-01 | 19.56181986870820 |
| 2024-01-01 | 19.48011700907750 |
| 2024-02-01 | 19.24882634884510 |
| 2024-03-01 | 19.13419833836980 |
| 2024-04-01 | 18.69808023674860 |
| 2024-05-01 | 18.56608489964880 |
| 2024-06-01 | 18.27779587145840 |
| 2024-07-01 | 18.33503835094930 |
| 2024-08-01 | 17.98934291571080 |
| 2024-09-01 | 17.90364114152980 |
| 2024-10-01 | 18.14678855858130 |
| 2024-11-01 | 17.88252943573640 |
| 2024-12-01 | 17.44791197187780 |
| 2025-01-01 | 17.44090883506150 |
| 2025-02-01 | 17.32636610178180 |
| 2025-03-01 | 17.02625391830640 |
| 2025-04-01 | 16.74065467185670 |
| 2025-05-01 | 16.68806151663250 |
| 2025-06-01 | 16.60436408017230 |
| 2025-07-01 | 16.72338743702350 |
| 2025-08-01 | 16.79052581732510 |
| 2025-09-01 | 16.59932658474660 |
| 2025-10-01 | 16.14547432351980 |
| 2025-11-01 | 16.07952328702920 |
| 2025-12-01 | 16.23737458765350 |
| 2026-01-01 | 16.11895758251300 |