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 2026-06-01 |
| Last Updated | 2026-07-22 10:38 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 | 4.80554725430174 |
| 1990-02-01 | 4.91075449012719 |
| 1990-03-01 | 4.95404726381034 |
| 1990-04-01 | 4.97614609553104 |
| 1990-05-01 | 5.09878660132222 |
| 1990-06-01 | 5.15423691827726 |
| 1990-07-01 | 5.08586523707427 |
| 1990-08-01 | 5.14956134872942 |
| 1990-09-01 | 5.23306171666413 |
| 1990-10-01 | 5.31958547410331 |
| 1990-11-01 | 5.36527998398140 |
| 1990-12-01 | 5.34522993976222 |
| 1991-01-01 | 5.60565459639987 |
| 1991-02-01 | 5.91280977269688 |
| 1991-03-01 | 5.95429342202856 |
| 1991-04-01 | 6.47258701039572 |
| 1991-05-01 | 6.30320174438409 |
| 1991-06-01 | 6.35444706625904 |
| 1991-07-01 | 6.48873248500590 |
| 1991-08-01 | 6.54912855198027 |
| 1991-09-01 | 6.53524233017168 |
| 1991-10-01 | 6.41566813004146 |
| 1991-11-01 | 6.46079034028675 |
| 1991-12-01 | 6.43137701297175 |
| 1992-01-01 | 6.51518232786509 |
| 1992-02-01 | 6.31819334835585 |
| 1992-03-01 | 6.45617501915421 |
| 1992-04-01 | 6.46688030176828 |
| 1992-05-01 | 6.41332476671333 |
| 1992-06-01 | 6.36258731517622 |
| 1992-07-01 | 6.78297746887103 |
| 1992-08-01 | 6.54873091440865 |
| 1992-09-01 | 6.63646901449340 |
| 1992-10-01 | 6.71362138281512 |
| 1992-11-01 | 6.73917595925085 |
| 1992-12-01 | 6.70626778549420 |
| 1993-01-01 | 6.84227077572005 |
| 1993-02-01 | 6.73744302772313 |
| 1993-03-01 | 6.86035637377381 |
| 1993-04-01 | 6.46452649164339 |
| 1993-05-01 | 6.51733008532570 |
| 1993-06-01 | 6.56292220528274 |
| 1993-07-01 | 6.18213169566589 |
| 1993-08-01 | 6.44735155480075 |
| 1993-09-01 | 6.44015114376454 |
| 1993-10-01 | 6.60089165180508 |
| 1993-11-01 | 6.60945651307972 |
| 1993-12-01 | 6.67764797636809 |
| 1994-01-01 | 6.78313823941499 |
| 1994-02-01 | 6.85567188182511 |
| 1994-03-01 | 6.98261747532824 |
| 1994-04-01 | 7.16455323860813 |
| 1994-05-01 | 7.11145639463647 |
| 1994-06-01 | 7.15887083142224 |
| 1994-07-01 | 7.17833300419902 |
| 1994-08-01 | 7.24211652365663 |
| 1994-09-01 | 7.24978709478328 |
| 1994-10-01 | 7.18563911113858 |
| 1994-11-01 | 7.17538340663111 |
| 1994-12-01 | 7.34481657972795 |
| 1995-01-01 | 7.32720258355629 |
| 1995-02-01 | 7.48244669834672 |
| 1995-03-01 | 7.61820475965571 |
| 1995-04-01 | 7.15950063732501 |
| 1995-05-01 | 7.39289575502168 |
| 1995-06-01 | 7.44869200323429 |
| 1995-07-01 | 7.68238858327198 |
| 1995-08-01 | 7.63686058499578 |
| 1995-09-01 | 7.76588841217952 |
| 1995-10-01 | 7.66152749258176 |
| 1995-11-01 | 7.84842062112778 |
| 1995-12-01 | 7.81552186056692 |
| 1996-01-01 | 7.66307500204522 |
| 1996-02-01 | 7.80364003339946 |
| 1996-03-01 | 7.96331285398865 |
| 1996-04-01 | 7.95193678489168 |
| 1996-05-01 | 8.26675181915274 |
| 1996-06-01 | 8.44007697301559 |
| 1996-07-01 | 8.38224673541920 |
| 1996-08-01 | 8.63855970812899 |
| 1996-09-01 | 8.79146466134926 |
| 1996-10-01 | 9.14399729585449 |
| 1996-11-01 | 9.21981679235338 |
| 1996-12-01 | 9.19459416666600 |
| 1997-01-01 | 9.57399581560098 |
| 1997-02-01 | 9.82671510968396 |
| 1997-03-01 | 9.99276496015142 |
| 1997-04-01 | 10.55475515967250 |
| 1997-05-01 | 10.63846961012720 |
| 1997-06-01 | 10.82419006191520 |
| 1997-07-01 | 11.39680849842800 |
| 1997-08-01 | 11.54777355248420 |
| 1997-09-01 | 11.43353917504480 |
| 1997-10-01 | 11.52317243584100 |
| 1997-11-01 | 11.69109356227890 |
| 1997-12-01 | 11.98288985837360 |
| 1998-01-01 | 12.16013272609200 |
| 1998-02-01 | 12.23061317857310 |
| 1998-03-01 | 12.31596988154530 |
| 1998-04-01 | 12.45669024271120 |
| 1998-05-01 | 12.52396752241760 |
| 1998-06-01 | 12.61411262603580 |
| 1998-07-01 | 12.80996920682340 |
| 1998-08-01 | 12.96239303234270 |
| 1998-09-01 | 13.18904628619190 |
| 1998-10-01 | 13.40584789520720 |
| 1998-11-01 | 13.46764632386160 |
| 1998-12-01 | 13.57078561593630 |
| 1999-01-01 | 13.33395563722270 |
| 1999-02-01 | 13.71591081298130 |
| 1999-03-01 | 13.91597515734360 |
| 1999-04-01 | 14.17253251209040 |
| 1999-05-01 | 14.42326313717250 |
| 1999-06-01 | 14.60766077352080 |
| 1999-07-01 | 14.72812205472910 |
| 1999-08-01 | 14.88249362801340 |
| 1999-09-01 | 15.13752207672460 |
| 1999-10-01 | 15.39342488713880 |
| 1999-11-01 | 15.65073984932700 |
| 1999-12-01 | 15.75190248576610 |
| 2000-01-01 | 16.31670419429460 |
| 2000-02-01 | 16.58324742738020 |
| 2000-03-01 | 16.99830774912960 |
| 2000-04-01 | 17.19278684213280 |
| 2000-05-01 | 17.63855629400570 |
| 2000-06-01 | 18.11330963172930 |
| 2000-07-01 | 18.23100506028450 |
| 2000-08-01 | 18.60030563669300 |
| 2000-09-01 | 18.77267596158950 |
| 2000-10-01 | 18.99483321447820 |
| 2000-11-01 | 19.34239387304220 |
| 2000-12-01 | 19.43918079450410 |
| 2001-01-01 | 19.81175845841470 |
| 2001-02-01 | 19.53948205799280 |
| 2001-03-01 | 19.35679988716930 |
| 2001-04-01 | 19.42300149812170 |
| 2001-05-01 | 19.06172350962700 |
| 2001-06-01 | 18.62186736592120 |
| 2001-07-01 | 17.73008907086810 |
| 2001-08-01 | 17.51297887730410 |
| 2001-09-01 | 17.18464727326850 |
| 2001-10-01 | 17.10182973125160 |
| 2001-11-01 | 16.74634033405630 |
| 2001-12-01 | 16.83583471989890 |
| 2002-01-01 | 16.21742878366650 |
| 2002-02-01 | 15.99852283248300 |
| 2002-03-01 | 15.82313253937060 |
| 2002-04-01 | 15.62894677965490 |
| 2002-05-01 | 15.68213713232690 |
| 2002-06-01 | 15.63732939699820 |
| 2002-07-01 | 15.52316538124440 |
| 2002-08-01 | 15.41385858232880 |
| 2002-09-01 | 15.47907079327630 |
| 2002-10-01 | 15.41344566472290 |
| 2002-11-01 | 15.37006534865870 |
| 2002-12-01 | 15.35174096173370 |
| 2003-01-01 | 15.12129747089030 |
| 2003-02-01 | 15.06847436680210 |
| 2003-03-01 | 15.18914143099140 |
| 2003-04-01 | 14.82861165821370 |
| 2003-05-01 | 14.79027486000920 |
| 2003-06-01 | 14.74318273740240 |
| 2003-07-01 | 14.82123207614190 |
| 2003-08-01 | 14.81741622256790 |
| 2003-09-01 | 14.75905419320050 |
| 2003-10-01 | 14.81886142139920 |
| 2003-11-01 | 14.99674765711960 |
| 2003-12-01 | 14.97730837020060 |
| 2004-01-01 | 15.62843821430750 |
| 2004-02-01 | 15.65901003873010 |
| 2004-03-01 | 15.76437273068940 |
| 2004-04-01 | 15.82043420153680 |
| 2004-05-01 | 15.68928194427880 |
| 2004-06-01 | 15.73471582237230 |
| 2004-07-01 | 16.01833912767210 |
| 2004-08-01 | 16.01632784163670 |
| 2004-09-01 | 16.14644431540200 |
| 2004-10-01 | 15.82046945799250 |
| 2004-11-01 | 16.01253679300620 |
| 2004-12-01 | 16.21764606978640 |
| 2005-01-01 | 15.92584142141010 |
| 2005-02-01 | 15.86898794115040 |
| 2005-03-01 | 15.84804450006000 |
| 2005-04-01 | 15.91368613019500 |
| 2005-05-01 | 15.98340483237120 |
| 2005-06-01 | 15.92408616421680 |
| 2005-07-01 | 15.81369360897550 |
| 2005-08-01 | 15.91020179756010 |
| 2005-09-01 | 15.93817825469450 |
| 2005-10-01 | 15.81439206513050 |
| 2005-11-01 | 15.81386980144950 |
| 2005-12-01 | 15.85429801701640 |
| 2006-01-01 | 16.01315359652880 |
| 2006-02-01 | 16.09765113640800 |
| 2006-03-01 | 16.15496408887860 |
| 2006-04-01 | 16.21091254487070 |
| 2006-05-01 | 16.27159962207250 |
| 2006-06-01 | 16.31271130164770 |
| 2006-07-01 | 16.10156488960020 |
| 2006-08-01 | 16.19839201420490 |
| 2006-09-01 | 16.24559035006830 |
| 2006-10-01 | 16.39999595475960 |
| 2006-11-01 | 16.40204431708120 |
| 2006-12-01 | 16.48768969200810 |
| 2007-01-01 | 16.49227546717920 |
| 2007-02-01 | 16.63907445823760 |
| 2007-03-01 | 16.67247792705340 |
| 2007-04-01 | 16.61066779454370 |
| 2007-05-01 | 16.55936318128150 |
| 2007-06-01 | 16.71230749625950 |
| 2007-07-01 | 16.67883991067280 |
| 2007-08-01 | 16.58738606112440 |
| 2007-09-01 | 16.55358856355200 |
| 2007-10-01 | 16.58561489666360 |
| 2007-11-01 | 16.68856078429370 |
| 2007-12-01 | 16.80101987942800 |
| 2008-01-01 | 16.37351580918070 |
| 2008-02-01 | 16.57666602949870 |
| 2008-03-01 | 16.70201903404810 |
| 2008-04-01 | 16.80874931099160 |
| 2008-05-01 | 16.95445869651500 |
| 2008-06-01 | 17.02291077653710 |
| 2008-07-01 | 17.24451314709810 |
| 2008-08-01 | 17.47771536923820 |
| 2008-09-01 | 17.56173383975330 |
| 2008-10-01 | 17.58280520033410 |
| 2008-11-01 | 17.57265900117190 |
| 2008-12-01 | 17.60668893409040 |
| 2009-01-01 | 17.75301878949650 |
| 2009-02-01 | 17.60071699673720 |
| 2009-03-01 | 17.34088886433090 |
| 2009-04-01 | 15.78938858743890 |
| 2009-05-01 | 15.95546735527910 |
| 2009-06-01 | 15.95713106913620 |
| 2009-07-01 | 15.91122156370990 |
| 2009-08-01 | 15.86913172812100 |
| 2009-09-01 | 15.85916232847550 |
| 2009-10-01 | 16.08346576095350 |
| 2009-11-01 | 16.16535762362480 |
| 2009-12-01 | 16.20376875987160 |
| 2010-01-01 | 16.13038046866080 |
| 2010-02-01 | 16.40452561966220 |
| 2010-03-01 | 16.68130001939490 |
| 2010-04-01 | 16.77588496196080 |
| 2010-05-01 | 16.75863338633290 |
| 2010-06-01 | 16.79919872520080 |
| 2010-07-01 | 16.88552103755570 |
| 2010-08-01 | 16.86493139727920 |
| 2010-09-01 | 17.15524960758820 |
| 2010-10-01 | 16.68291318099290 |
| 2010-11-01 | 16.64801485651800 |
| 2010-12-01 | 16.69828278886550 |
| 2011-01-01 | 16.31950303420460 |
| 2011-02-01 | 16.60070025864530 |
| 2011-03-01 | 16.51119468052620 |
| 2011-04-01 | 16.66535441673920 |
| 2011-05-01 | 16.66675842788100 |
| 2011-06-01 | 16.74973681059040 |
| 2011-07-01 | 16.76342684842060 |
| 2011-08-01 | 16.85851025045940 |
| 2011-09-01 | 17.04998702888930 |
| 2011-10-01 | 17.06763051402840 |
| 2011-11-01 | 17.02871131934410 |
| 2011-12-01 | 17.38922577172140 |
| 2012-01-01 | 17.61796024873380 |
| 2012-02-01 | 17.79150940548090 |
| 2012-03-01 | 17.84420651128190 |
| 2012-04-01 | 18.17205227454260 |
| 2012-05-01 | 18.28416282466440 |
| 2012-06-01 | 18.40180959757490 |
| 2012-07-01 | 18.43083227580810 |
| 2012-08-01 | 18.54206488818170 |
| 2012-09-01 | 18.64671960641740 |
| 2012-10-01 | 18.73351389882890 |
| 2012-11-01 | 18.80047359497400 |
| 2012-12-01 | 18.87590373829680 |
| 2013-01-01 | 19.03659498957680 |
| 2013-02-01 | 19.10349476510030 |
| 2013-03-01 | 19.19107048534940 |
| 2013-04-01 | 19.07785201856080 |
| 2013-05-01 | 19.19096733595620 |
| 2013-06-01 | 19.35397048980370 |
| 2013-07-01 | 19.59266828779300 |
| 2013-08-01 | 19.80200045033230 |
| 2013-09-01 | 19.84400725952750 |
| 2013-10-01 | 20.28370740766230 |
| 2013-11-01 | 20.68648693404270 |
| 2013-12-01 | 21.06176594780180 |
| 2014-01-01 | 20.96636177388470 |
| 2014-02-01 | 21.23028391831170 |
| 2014-03-01 | 21.55081429229800 |
| 2014-04-01 | 21.48845666236840 |
| 2014-05-01 | 21.58386847367960 |
| 2014-06-01 | 21.89451293400660 |
| 2014-07-01 | 21.15332377965110 |
| 2014-08-01 | 21.44577474101170 |
| 2014-09-01 | 21.64147215324590 |
| 2014-10-01 | 21.43828409858980 |
| 2014-11-01 | 21.37845122701470 |
| 2014-12-01 | 21.24252601864090 |
| 2015-01-01 | 21.51855660406380 |
| 2015-02-01 | 21.47277405182320 |
| 2015-03-01 | 21.40779438570340 |
| 2015-04-01 | 22.48448450038200 |
| 2015-05-01 | 22.56248058907920 |
| 2015-06-01 | 22.71510280094160 |
| 2015-07-01 | 23.01595327195630 |
| 2015-08-01 | 23.09312607156220 |
| 2015-09-01 | 23.14726060438910 |
| 2015-10-01 | 23.30750380929130 |
| 2015-11-01 | 23.28504156122730 |
| 2015-12-01 | 23.32574326319320 |
| 2016-01-01 | 23.16320546308810 |
| 2016-02-01 | 23.10057372081300 |
| 2016-03-01 | 23.05850138752680 |
| 2016-04-01 | 23.27341524003110 |
| 2016-05-01 | 23.24503004649290 |
| 2016-06-01 | 23.12800667660410 |
| 2016-07-01 | 23.28614914808140 |
| 2016-08-01 | 23.04515229506140 |
| 2016-09-01 | 22.86266786040840 |
| 2016-10-01 | 22.79797984631600 |
| 2016-11-01 | 22.59353656637540 |
| 2016-12-01 | 22.61043888044220 |
| 2017-01-01 | 22.49764316151260 |
| 2017-02-01 | 22.50823678253740 |
| 2017-03-01 | 22.48568641539470 |
| 2017-04-01 | 22.65331429581650 |
| 2017-05-01 | 22.73812714222330 |
| 2017-06-01 | 23.03762299605160 |
| 2017-07-01 | 22.66674445490330 |
| 2017-08-01 | 22.91641514059400 |
| 2017-09-01 | 23.09785344440020 |
| 2017-10-01 | 23.00044382765140 |
| 2017-11-01 | 23.09648683882820 |
| 2017-12-01 | 23.19575395833660 |
| 2018-01-01 | 23.21343420184170 |
| 2018-02-01 | 23.29710176931440 |
| 2018-03-01 | 23.37729625284930 |
| 2018-04-01 | 23.43570565967120 |
| 2018-05-01 | 23.55335490869960 |
| 2018-06-01 | 23.55068250747040 |
| 2018-07-01 | 23.46556680220610 |
| 2018-08-01 | 23.30630158459240 |
| 2018-09-01 | 23.33497909192340 |
| 2018-10-01 | 23.40548358349900 |
| 2018-11-01 | 23.48478133131540 |
| 2018-12-01 | 23.48853267946430 |
| 2019-01-01 | 23.51969625967900 |
| 2019-02-01 | 23.77242290543420 |
| 2019-03-01 | 23.54764699858750 |
| 2019-04-01 | 23.51975242127580 |
| 2019-05-01 | 23.57217877223150 |
| 2019-06-01 | 23.66121589848590 |
| 2019-07-01 | 23.97956861634490 |
| 2019-08-01 | 23.92622383611110 |
| 2019-09-01 | 23.76925517060720 |
| 2019-10-01 | 23.50909187003790 |
| 2019-11-01 | 23.66004621241380 |
| 2019-12-01 | 23.58386485009100 |
| 2020-01-01 | 23.71014056853020 |
| 2020-02-01 | 23.54778481591070 |
| 2020-03-01 | 23.31314134182220 |
| 2020-04-01 | 22.60770600932620 |
| 2020-05-01 | 22.79731324305070 |
| 2020-06-01 | 22.67231206947700 |
| 2020-07-01 | 22.70140521571830 |
| 2020-08-01 | 22.55953294275630 |
| 2020-09-01 | 22.39774131904020 |
| 2020-10-01 | 22.39537625184310 |
| 2020-11-01 | 22.43700776209100 |
| 2020-12-01 | 22.48424321143640 |
| 2021-01-01 | 22.28756489251970 |
| 2021-02-01 | 22.22321052017210 |
| 2021-03-01 | 22.38114065843400 |
| 2021-04-01 | 22.40862772496550 |
| 2021-05-01 | 22.31434489528000 |
| 2021-06-01 | 22.39307488882210 |
| 2021-07-01 | 22.31457465199180 |
| 2021-08-01 | 22.40681210082660 |
| 2021-09-01 | 22.42075225245440 |
| 2021-10-01 | 22.47555287587580 |
| 2021-11-01 | 22.30678608877460 |
| 2021-12-01 | 22.18389487126730 |
| 2022-01-01 | 22.15835279426260 |
| 2022-02-01 | 22.20085841453670 |
| 2022-03-01 | 22.05438756230460 |
| 2022-04-01 | 22.23032695258390 |
| 2022-05-01 | 22.23084557114330 |
| 2022-06-01 | 22.41737644015470 |
| 2022-07-01 | 21.82085181272610 |
| 2022-08-01 | 21.85063188536740 |
| 2022-09-01 | 21.81955181825370 |
| 2022-10-01 | 21.45721320833460 |
| 2022-11-01 | 21.49374449985900 |
| 2022-12-01 | 21.58426828406950 |
| 2023-01-01 | 21.12302520501280 |
| 2023-02-01 | 20.96883720957770 |
| 2023-03-01 | 20.93015793928380 |
| 2023-04-01 | 21.07969640856060 |
| 2023-05-01 | 20.74772435675770 |
| 2023-06-01 | 20.63843549597360 |
| 2023-07-01 | 20.01856840046530 |
| 2023-08-01 | 20.08338549080280 |
| 2023-09-01 | 19.90596985462080 |
| 2023-10-01 | 19.95545873094120 |
| 2023-11-01 | 19.68326145372630 |
| 2023-12-01 | 19.57598247857900 |
| 2024-01-01 | 19.48919592408140 |
| 2024-02-01 | 19.23769849476520 |
| 2024-03-01 | 19.10838547426590 |
| 2024-04-01 | 18.73646980968800 |
| 2024-05-01 | 18.57884558137500 |
| 2024-06-01 | 18.25853060463960 |
| 2024-07-01 | 18.30686634794520 |
| 2024-08-01 | 17.99571890108800 |
| 2024-09-01 | 17.89094630880370 |
| 2024-10-01 | 18.15352363236940 |
| 2024-11-01 | 17.89080631289090 |
| 2024-12-01 | 17.46499991876440 |
| 2025-01-01 | 17.45695698347260 |
| 2025-02-01 | 17.30599823482650 |
| 2025-03-01 | 16.98505894787110 |
| 2025-04-01 | 16.79336783048610 |
| 2025-05-01 | 16.71423859650250 |
| 2025-06-01 | 16.58081470540310 |
| 2025-07-01 | 16.68989688925070 |
| 2025-08-01 | 16.79449540072890 |
| 2025-09-01 | 16.58189507065840 |
| 2025-10-01 | 16.15316800006650 |
| 2025-11-01 | 16.09099517880630 |
| 2025-12-01 | 16.25543824961160 |
| 2026-01-01 | 16.13829254964180 |
| 2026-02-01 | 16.18568860446350 |
| 2026-03-01 | 16.27169498536970 |
| 2026-04-01 | 16.12893526351720 |
| 2026-05-01 | 16.14477544689510 |
| 2026-06-01 | 16.29743523982930 |