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 2026-05-01 |
| Last Updated | 2026-06-24 10:47 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 | 4.80554730785593 |
| 1990-02-01 | 4.91075453480815 |
| 1990-03-01 | 4.95404722450062 |
| 1990-04-01 | 4.97614568591955 |
| 1990-05-01 | 5.09878656552925 |
| 1990-06-01 | 5.15423689083024 |
| 1990-07-01 | 5.08586524776356 |
| 1990-08-01 | 5.14956138772465 |
| 1990-09-01 | 5.23306176977121 |
| 1990-10-01 | 5.31958555767930 |
| 1990-11-01 | 5.36528010715624 |
| 1990-12-01 | 5.34523007520621 |
| 1991-01-01 | 5.60565466732625 |
| 1991-02-01 | 5.91280981178350 |
| 1991-03-01 | 5.95429336829755 |
| 1991-04-01 | 6.47258651813026 |
| 1991-05-01 | 6.30320169282966 |
| 1991-06-01 | 6.35444702339186 |
| 1991-07-01 | 6.48873247245850 |
| 1991-08-01 | 6.54912858291014 |
| 1991-09-01 | 6.53524242289496 |
| 1991-10-01 | 6.41566830720898 |
| 1991-11-01 | 6.46079056502906 |
| 1991-12-01 | 6.43137725743715 |
| 1992-01-01 | 6.51518250806809 |
| 1992-02-01 | 6.31819345937426 |
| 1992-03-01 | 6.45617457955473 |
| 1992-04-01 | 6.46687948556980 |
| 1992-05-01 | 6.41332466952687 |
| 1992-06-01 | 6.36258724050591 |
| 1992-07-01 | 6.78297747411434 |
| 1992-08-01 | 6.54873104859697 |
| 1992-09-01 | 6.63646927573331 |
| 1992-10-01 | 6.71362178096373 |
| 1992-11-01 | 6.73917641011538 |
| 1992-12-01 | 6.70626827870498 |
| 1993-01-01 | 6.84227105573526 |
| 1993-02-01 | 6.73744312647986 |
| 1993-03-01 | 6.86035531230765 |
| 1993-04-01 | 6.46452512279884 |
| 1993-05-01 | 6.51732967100994 |
| 1993-06-01 | 6.56292209050257 |
| 1993-07-01 | 6.18213187720460 |
| 1993-08-01 | 6.44735185736483 |
| 1993-09-01 | 6.44015139938233 |
| 1993-10-01 | 6.60089327250307 |
| 1993-11-01 | 6.60945711888725 |
| 1993-12-01 | 6.67764849700822 |
| 1994-01-01 | 6.78313863489126 |
| 1994-02-01 | 6.85567222935087 |
| 1994-03-01 | 6.98261634221879 |
| 1994-04-01 | 7.16454819580742 |
| 1994-05-01 | 7.11145631044920 |
| 1994-06-01 | 7.15887094162484 |
| 1994-07-01 | 7.17833414813026 |
| 1994-08-01 | 7.24211835424010 |
| 1994-09-01 | 7.24978791821427 |
| 1994-10-01 | 7.18564216651200 |
| 1994-11-01 | 7.17538371002925 |
| 1994-12-01 | 7.34481613727490 |
| 1995-01-01 | 7.32720182746490 |
| 1995-02-01 | 7.48244589806511 |
| 1995-03-01 | 7.61820294747893 |
| 1995-04-01 | 7.15949211966404 |
| 1995-05-01 | 7.39289681364407 |
| 1995-06-01 | 7.44869395781955 |
| 1995-07-01 | 7.68239245441304 |
| 1995-08-01 | 7.63686551286790 |
| 1995-09-01 | 7.76589081057016 |
| 1995-10-01 | 7.66153226536464 |
| 1995-11-01 | 7.84842005374828 |
| 1995-12-01 | 7.81551862070202 |
| 1996-01-01 | 7.66307041951741 |
| 1996-02-01 | 7.80363484044693 |
| 1996-03-01 | 7.96330738581870 |
| 1996-04-01 | 7.95192345250092 |
| 1996-05-01 | 8.26675496921492 |
| 1996-06-01 | 8.44008466948597 |
| 1996-07-01 | 8.38225868301147 |
| 1996-08-01 | 8.63857137953861 |
| 1996-09-01 | 8.79147125584683 |
| 1996-10-01 | 9.14400627378532 |
| 1996-11-01 | 9.21982148094207 |
| 1996-12-01 | 9.19456827106596 |
| 1997-01-01 | 9.57398824642754 |
| 1997-02-01 | 9.82670405591815 |
| 1997-03-01 | 9.99275042658701 |
| 1997-04-01 | 10.55473087572720 |
| 1997-05-01 | 10.63846322132950 |
| 1997-06-01 | 10.82424221772670 |
| 1997-07-01 | 11.39682184765760 |
| 1997-08-01 | 11.54779131808550 |
| 1997-09-01 | 11.43355371044630 |
| 1997-10-01 | 11.52318728695400 |
| 1997-11-01 | 11.69110203675660 |
| 1997-12-01 | 11.98284085630980 |
| 1998-01-01 | 12.16011950023880 |
| 1998-02-01 | 12.23059003745740 |
| 1998-03-01 | 12.31593612789800 |
| 1998-04-01 | 12.45666683156320 |
| 1998-05-01 | 12.52391924057830 |
| 1998-06-01 | 12.61422614210440 |
| 1998-07-01 | 12.81000145803870 |
| 1998-08-01 | 12.96242260838090 |
| 1998-09-01 | 13.18906910190250 |
| 1998-10-01 | 13.40586768687400 |
| 1998-11-01 | 13.46765722432760 |
| 1998-12-01 | 13.57071040525250 |
| 1999-01-01 | 13.33393496786990 |
| 1999-02-01 | 13.71587411482540 |
| 1999-03-01 | 13.91592026106270 |
| 1999-04-01 | 14.17251153854660 |
| 1999-05-01 | 14.42317150204620 |
| 1999-06-01 | 14.60783492808790 |
| 1999-07-01 | 14.72817252739930 |
| 1999-08-01 | 14.88253541328110 |
| 1999-09-01 | 15.13755335018090 |
| 1999-10-01 | 15.39344619462180 |
| 1999-11-01 | 15.65074639466320 |
| 1999-12-01 | 15.75181978478100 |
| 2000-01-01 | 16.31667378666220 |
| 2000-02-01 | 16.58319688113010 |
| 2000-03-01 | 16.99823645257530 |
| 2000-04-01 | 17.19277544690380 |
| 2000-05-01 | 17.63843068485550 |
| 2000-06-01 | 18.11350503280460 |
| 2000-07-01 | 18.23108061186570 |
| 2000-08-01 | 18.60036010232370 |
| 2000-09-01 | 18.77271205704670 |
| 2000-10-01 | 18.99485431288150 |
| 2000-11-01 | 19.34239891220460 |
| 2000-12-01 | 19.43909020445640 |
| 2001-01-01 | 19.81172236489980 |
| 2001-02-01 | 19.53942902501000 |
| 2001-03-01 | 19.35672746591150 |
| 2001-04-01 | 19.42299060920660 |
| 2001-05-01 | 19.06158804754460 |
| 2001-06-01 | 18.62206896186220 |
| 2001-07-01 | 17.73016450364230 |
| 2001-08-01 | 17.51303441641720 |
| 2001-09-01 | 17.18468416794990 |
| 2001-10-01 | 17.10184849317990 |
| 2001-11-01 | 16.74633938967880 |
| 2001-12-01 | 16.83575898773310 |
| 2002-01-01 | 16.21739071426910 |
| 2002-02-01 | 15.99847329477320 |
| 2002-03-01 | 15.82306926281450 |
| 2002-04-01 | 15.62894595500900 |
| 2002-05-01 | 15.68200383691510 |
| 2002-06-01 | 15.63749539576720 |
| 2002-07-01 | 15.52324211445900 |
| 2002-08-01 | 15.41391062068310 |
| 2002-09-01 | 15.47910148741990 |
| 2002-10-01 | 15.41345976327600 |
| 2002-11-01 | 15.37006061598840 |
| 2002-12-01 | 15.35168231963400 |
| 2003-01-01 | 15.12126241504800 |
| 2003-02-01 | 15.06843730687570 |
| 2003-03-01 | 15.18909879501770 |
| 2003-04-01 | 14.82861150371280 |
| 2003-05-01 | 14.79017696506820 |
| 2003-06-01 | 14.74329588606790 |
| 2003-07-01 | 14.82129062140810 |
| 2003-08-01 | 14.81745586230990 |
| 2003-09-01 | 14.75907639657150 |
| 2003-10-01 | 14.81886986011640 |
| 2003-11-01 | 14.99673970773500 |
| 2003-12-01 | 14.97727332831630 |
| 2004-01-01 | 15.62841025820470 |
| 2004-02-01 | 15.65898604031460 |
| 2004-03-01 | 15.76435108481550 |
| 2004-04-01 | 15.82043529376080 |
| 2004-05-01 | 15.68922744424370 |
| 2004-06-01 | 15.73476989465350 |
| 2004-07-01 | 16.01838029128600 |
| 2004-08-01 | 16.01635403297150 |
| 2004-09-01 | 16.14645707104360 |
| 2004-10-01 | 15.82047399128520 |
| 2004-11-01 | 16.01253229232880 |
| 2004-12-01 | 16.21761842187740 |
| 2005-01-01 | 15.92582467140700 |
| 2005-02-01 | 15.86897804136530 |
| 2005-03-01 | 15.84803940287650 |
| 2005-04-01 | 15.91368128582810 |
| 2005-05-01 | 15.98338388090330 |
| 2005-06-01 | 15.92411966021200 |
| 2005-07-01 | 15.81370913306260 |
| 2005-08-01 | 15.91021243971380 |
| 2005-09-01 | 15.93818412691060 |
| 2005-10-01 | 15.81439369819650 |
| 2005-11-01 | 15.81386513379490 |
| 2005-12-01 | 15.85427673520780 |
| 2006-01-01 | 16.01315489512460 |
| 2006-02-01 | 16.09764012735550 |
| 2006-03-01 | 16.15496808009860 |
| 2006-04-01 | 16.21090568246420 |
| 2006-05-01 | 16.27159196721150 |
| 2006-06-01 | 16.31273640801440 |
| 2006-07-01 | 16.10157436907000 |
| 2006-08-01 | 16.19839527208290 |
| 2006-09-01 | 16.24559059140430 |
| 2006-10-01 | 16.39999363853400 |
| 2006-11-01 | 16.40203679656070 |
| 2006-12-01 | 16.48767108521800 |
| 2007-01-01 | 16.49229212651870 |
| 2007-02-01 | 16.63905724130150 |
| 2007-03-01 | 16.67248620636450 |
| 2007-04-01 | 16.61065561493980 |
| 2007-05-01 | 16.55936846139720 |
| 2007-06-01 | 16.71232737731060 |
| 2007-07-01 | 16.67884877321490 |
| 2007-08-01 | 16.58738731239540 |
| 2007-09-01 | 16.55358585269650 |
| 2007-10-01 | 16.58560922825720 |
| 2007-11-01 | 16.68854937542600 |
| 2007-12-01 | 16.80100147668560 |
| 2008-01-01 | 16.37354711469220 |
| 2008-02-01 | 16.57663986955880 |
| 2008-03-01 | 16.70203051951650 |
| 2008-04-01 | 16.80872943250830 |
| 2008-05-01 | 16.95447593892160 |
| 2008-06-01 | 17.02292511020740 |
| 2008-07-01 | 17.24452278303320 |
| 2008-08-01 | 17.47771773384580 |
| 2008-09-01 | 17.56173050170590 |
| 2008-10-01 | 17.58279812920120 |
| 2008-11-01 | 17.57264313954560 |
| 2008-12-01 | 17.60667172893370 |
| 2009-01-01 | 17.75305505228800 |
| 2009-02-01 | 17.60069021016080 |
| 2009-03-01 | 17.34090011714530 |
| 2009-04-01 | 15.78936883668960 |
| 2009-05-01 | 15.95548484446420 |
| 2009-06-01 | 15.95714452968860 |
| 2009-07-01 | 15.91123006212870 |
| 2009-08-01 | 15.86913392796130 |
| 2009-09-01 | 15.85915790788260 |
| 2009-10-01 | 16.08345851559950 |
| 2009-11-01 | 16.16533851773610 |
| 2009-12-01 | 16.20375328332060 |
| 2010-01-01 | 16.13042230545470 |
| 2010-02-01 | 16.40450297188130 |
| 2010-03-01 | 16.68131368585220 |
| 2010-04-01 | 16.77586468829060 |
| 2010-05-01 | 16.75864745812190 |
| 2010-06-01 | 16.79920645389040 |
| 2010-07-01 | 16.88552488044840 |
| 2010-08-01 | 16.86493163669630 |
| 2010-09-01 | 17.15524343812160 |
| 2010-10-01 | 16.68290623013900 |
| 2010-11-01 | 16.64799634136620 |
| 2010-12-01 | 16.69827394473360 |
| 2011-01-01 | 16.31954543823700 |
| 2011-02-01 | 16.60069390170150 |
| 2011-03-01 | 16.51121758814000 |
| 2011-04-01 | 16.66533517189350 |
| 2011-05-01 | 16.66675595176720 |
| 2011-06-01 | 16.74973188286010 |
| 2011-07-01 | 16.76342327921000 |
| 2011-08-01 | 16.85850011322740 |
| 2011-09-01 | 17.04998431618870 |
| 2011-10-01 | 17.06761965254720 |
| 2011-11-01 | 17.02869787744620 |
| 2011-12-01 | 17.38922476013570 |
| 2012-01-01 | 17.61800646791780 |
| 2012-02-01 | 17.79153532150630 |
| 2012-03-01 | 17.84427348593140 |
| 2012-04-01 | 18.17200199005290 |
| 2012-05-01 | 18.28412888666750 |
| 2012-06-01 | 18.40178581523000 |
| 2012-07-01 | 18.43081718496170 |
| 2012-08-01 | 18.54204194617750 |
| 2012-09-01 | 18.64672301801370 |
| 2012-10-01 | 18.73350283404060 |
| 2012-11-01 | 18.80046876712690 |
| 2012-12-01 | 18.87591421934460 |
| 2013-01-01 | 19.03664532942940 |
| 2013-02-01 | 19.10355271143560 |
| 2013-03-01 | 19.19119392116140 |
| 2013-04-01 | 19.07776646824240 |
| 2013-05-01 | 19.19089659158120 |
| 2013-06-01 | 19.35392261702140 |
| 2013-07-01 | 19.59264218057110 |
| 2013-08-01 | 19.80196209754330 |
| 2013-09-01 | 19.84401770599190 |
| 2013-10-01 | 20.28369788046910 |
| 2013-11-01 | 20.68649305369000 |
| 2013-12-01 | 21.06178562671640 |
| 2014-01-01 | 20.96642227406820 |
| 2014-02-01 | 21.23036659810460 |
| 2014-03-01 | 21.55098937516710 |
| 2014-04-01 | 21.48833398401060 |
| 2014-05-01 | 21.58377379465940 |
| 2014-06-01 | 21.89444605915750 |
| 2014-07-01 | 21.15326755141720 |
| 2014-08-01 | 21.44573508582510 |
| 2014-09-01 | 21.64148957086020 |
| 2014-10-01 | 21.43828486367640 |
| 2014-11-01 | 21.37847071681230 |
| 2014-12-01 | 21.24255561232500 |
| 2015-01-01 | 21.51862185367520 |
| 2015-02-01 | 21.47286031739460 |
| 2015-03-01 | 21.40798172647140 |
| 2015-04-01 | 22.48435402233410 |
| 2015-05-01 | 22.56237653160410 |
| 2015-06-01 | 22.71502391324210 |
| 2015-07-01 | 23.01587249919450 |
| 2015-08-01 | 23.09309045523390 |
| 2015-09-01 | 23.14728822057690 |
| 2015-10-01 | 23.30751782381370 |
| 2015-11-01 | 23.28507418950640 |
| 2015-12-01 | 23.32578105066210 |
| 2016-01-01 | 23.16326960801580 |
| 2016-02-01 | 23.10064905878340 |
| 2016-03-01 | 23.05867055412590 |
| 2016-04-01 | 23.27328066443550 |
| 2016-05-01 | 23.24492863778660 |
| 2016-06-01 | 23.12793102269130 |
| 2016-07-01 | 23.28604381577530 |
| 2016-08-01 | 23.04513693719200 |
| 2016-09-01 | 22.86269658028020 |
| 2016-10-01 | 22.79803275732750 |
| 2016-11-01 | 22.59358280250940 |
| 2016-12-01 | 22.61049090964570 |
| 2017-01-01 | 22.49766335552880 |
| 2017-02-01 | 22.50830916466070 |
| 2017-03-01 | 22.48583943830790 |
| 2017-04-01 | 22.65310993110810 |
| 2017-05-01 | 22.73807236304540 |
| 2017-06-01 | 23.03756835661150 |
| 2017-07-01 | 22.66662720143820 |
| 2017-08-01 | 22.91639110552700 |
| 2017-09-01 | 23.09786589299710 |
| 2017-10-01 | 23.00053926282170 |
| 2017-11-01 | 23.09657537632940 |
| 2017-12-01 | 23.19587723665920 |
| 2018-01-01 | 23.21345901835750 |
| 2018-02-01 | 23.29717377832870 |
| 2018-03-01 | 23.37736706519160 |
| 2018-04-01 | 23.43536134234020 |
| 2018-05-01 | 23.55329977576430 |
| 2018-06-01 | 23.55064454419530 |
| 2018-07-01 | 23.46545616003630 |
| 2018-08-01 | 23.30628050123930 |
| 2018-09-01 | 23.33496847811380 |
| 2018-10-01 | 23.40563508609840 |
| 2018-11-01 | 23.48496227935500 |
| 2018-12-01 | 23.48882332695600 |
| 2019-01-01 | 23.51980391157280 |
| 2019-02-01 | 23.77247986385440 |
| 2019-03-01 | 23.54752832158940 |
| 2019-04-01 | 23.51914522199100 |
| 2019-05-01 | 23.57208605747900 |
| 2019-06-01 | 23.66113934895580 |
| 2019-07-01 | 23.97960136303980 |
| 2019-08-01 | 23.92629669360610 |
| 2019-09-01 | 23.76923709334870 |
| 2019-10-01 | 23.50895257099730 |
| 2019-11-01 | 23.66026940190050 |
| 2019-12-01 | 23.58480119344090 |
| 2020-01-01 | 23.71026093023100 |
| 2020-02-01 | 23.54797768466010 |
| 2020-03-01 | 23.31333031583750 |
| 2020-04-01 | 22.60527526788110 |
| 2020-05-01 | 22.79764893490640 |
| 2020-06-01 | 22.67245868164630 |
| 2020-07-01 | 22.70200856445790 |
| 2020-08-01 | 22.55955378816410 |
| 2020-09-01 | 22.39760956104660 |
| 2020-10-01 | 22.39486296398610 |
| 2020-11-01 | 22.43727322927050 |
| 2020-12-01 | 22.48595584337600 |
| 2021-01-01 | 22.28783309976610 |
| 2021-02-01 | 22.22344345765950 |
| 2021-03-01 | 22.38124863545510 |
| 2021-04-01 | 22.40404098844770 |
| 2021-05-01 | 22.31504421071170 |
| 2021-06-01 | 22.39359584449350 |
| 2021-07-01 | 22.31611653858380 |
| 2021-08-01 | 22.40728763077100 |
| 2021-09-01 | 22.42114297562270 |
| 2021-10-01 | 22.47312588601700 |
| 2021-11-01 | 22.30784244746020 |
| 2021-12-01 | 22.18686430631910 |
| 2022-01-01 | 22.15886160655380 |
| 2022-02-01 | 22.20070094001710 |
| 2022-03-01 | 22.05362134297590 |
| 2022-04-01 | 22.22283255579750 |
| 2022-05-01 | 22.23153271046810 |
| 2022-06-01 | 22.41880474676180 |
| 2022-07-01 | 21.82466670162730 |
| 2022-08-01 | 21.85057913848220 |
| 2022-09-01 | 21.82262506258330 |
| 2022-10-01 | 21.45067404320220 |
| 2022-11-01 | 21.49735008380310 |
| 2022-12-01 | 21.58896625719290 |
| 2023-01-01 | 21.12394378680460 |
| 2023-02-01 | 20.96785847851000 |
| 2023-03-01 | 20.92730325007160 |
| 2023-04-01 | 21.06861183846090 |
| 2023-05-01 | 20.74266806469470 |
| 2023-06-01 | 20.64624521509500 |
| 2023-07-01 | 20.02513144564730 |
| 2023-08-01 | 20.08334566467080 |
| 2023-09-01 | 19.91227007519330 |
| 2023-10-01 | 19.94534739656710 |
| 2023-11-01 | 19.68952899158090 |
| 2023-12-01 | 19.58244378468490 |
| 2024-01-01 | 19.49064606010670 |
| 2024-02-01 | 19.23597786437350 |
| 2024-03-01 | 19.10323443370220 |
| 2024-04-01 | 18.72104059364490 |
| 2024-05-01 | 18.56763008263420 |
| 2024-06-01 | 18.27026568846410 |
| 2024-07-01 | 18.31693224945940 |
| 2024-08-01 | 17.99547389956420 |
| 2024-09-01 | 17.90101425674040 |
| 2024-10-01 | 18.14114544386710 |
| 2024-11-01 | 17.90003671934270 |
| 2024-12-01 | 17.47296767322860 |
| 2025-01-01 | 17.45927240347530 |
| 2025-02-01 | 17.30381611993490 |
| 2025-03-01 | 16.97751217894270 |
| 2025-04-01 | 16.77504479332650 |
| 2025-05-01 | 16.69539040242660 |
| 2025-06-01 | 16.59470852533540 |
| 2025-07-01 | 16.70269987290350 |
| 2025-08-01 | 16.79537501343660 |
| 2025-09-01 | 16.59475332651980 |
| 2025-10-01 | 16.14049593277780 |
| 2025-11-01 | 16.10240186149310 |
| 2025-12-01 | 16.26430131626330 |
| 2026-01-01 | 16.14121943903040 |
| 2026-02-01 | 16.18299346011300 |
| 2026-03-01 | 16.26198517914680 |
| 2026-04-01 | 16.10899009777800 |
| 2026-05-01 | 16.12188640773320 |