Table Data - All Employees: Professional and Business Services: Architectural, Engineering, and Related Services in Oakland-Fremont-Berkeley, CA (MD)

Title All Employees: Professional and Business Services: Architectural, Engineering, and Related Services in Oakland-Fremont-Berkeley, CA (MD)
Series ID SMU06360846054130001SA
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 10:46 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 10.16295810446560
1990-02-01 10.34706161220900
1990-03-01 10.45454056839130
1990-04-01 10.63107970606530
1990-05-01 10.80729733078460
1990-06-01 10.93333898663280
1990-07-01 11.09577511679550
1990-08-01 11.14127988443010
1990-09-01 11.27464781809840
1990-10-01 11.64561097343010
1990-11-01 11.72842680057270
1990-12-01 11.67442596782140
1991-01-01 10.87206343811980
1991-02-01 10.83728033815220
1991-03-01 10.85939306556890
1991-04-01 11.33874302763630
1991-05-01 11.80795241798850
1991-06-01 11.62931870648050
1991-07-01 11.09474393767240
1991-08-01 11.02808419878890
1991-09-01 10.94541359779820
1991-10-01 11.06670509299010
1991-11-01 11.13970983704420
1991-12-01 11.29020896264590
1992-01-01 11.38567951605690
1992-02-01 11.32923044691770
1992-03-01 11.26076247208460
1992-04-01 11.13647175940780
1992-05-01 11.10576681341480
1992-06-01 11.02352589738520
1992-07-01 11.18664543536090
1992-08-01 11.20195847711010
1992-09-01 11.10425078898880
1992-10-01 11.10454527665810
1992-11-01 10.96354857242290
1992-12-01 10.91965990338730
1993-01-01 10.90566530506390
1993-02-01 10.91824008138520
1993-03-01 11.06165408697780
1993-04-01 10.72672370660940
1993-05-01 10.59605206198420
1993-06-01 10.51257718227740
1993-07-01 10.96779421469970
1993-08-01 11.47594461472590
1993-09-01 11.36925336018720
1993-10-01 11.23857512923290
1993-11-01 11.29092511193670
1993-12-01 11.65948510815910
1994-01-01 11.23539069561100
1994-02-01 11.32321192461350
1994-03-01 11.06053876325580
1994-04-01 10.20107526701520
1994-05-01 10.27445909930690
1994-06-01 10.18666996709650
1994-07-01 10.05050586243980
1994-08-01 10.06452047860160
1994-09-01 10.04534810941880
1994-10-01 9.76660904824791
1994-11-01 9.80886785821364
1994-12-01 9.78249963843392
1995-01-01 9.97766215263350
1995-02-01 10.05149300258880
1995-03-01 10.17321962301310
1995-04-01 10.26405061928870
1995-05-01 10.23645999576980
1995-06-01 10.24965079524450
1995-07-01 10.43164478432720
1995-08-01 10.46527250891780
1995-09-01 10.44815208581200
1995-10-01 9.87515712744113
1995-11-01 10.01438507612980
1995-12-01 10.08537046319340
1996-01-01 10.22483480067170
1996-02-01 10.31221071656660
1996-03-01 10.39971930738270
1996-04-01 10.20955625285410
1996-05-01 10.19206563265860
1996-06-01 10.30777559359900
1996-07-01 10.30998306977320
1996-08-01 10.27091728472730
1996-09-01 10.28010068221060
1996-10-01 10.37280769097680
1996-11-01 10.31129425313450
1996-12-01 10.36328003751040
1997-01-01 10.56799448607320
1997-02-01 10.67338427374330
1997-03-01 10.83786153309080
1997-04-01 10.86353185198750
1997-05-01 11.05762175375210
1997-06-01 10.97446009868400
1997-07-01 10.88259350909450
1997-08-01 10.86976620462670
1997-09-01 11.12091224154440
1997-10-01 11.16068258174540
1997-11-01 11.30749580526560
1997-12-01 11.33966418226630
1998-01-01 11.19866209482520
1998-02-01 11.11884449213380
1998-03-01 11.06996119781130
1998-04-01 11.44192053532300
1998-05-01 11.53979873215430
1998-06-01 11.65875762005980
1998-07-01 11.75217264969720
1998-08-01 11.85837489475290
1998-09-01 11.94727967152840
1998-10-01 12.06094618214270
1998-11-01 12.10011674098710
1998-12-01 12.30979331496940
1999-01-01 12.12183561023860
1999-02-01 12.14312243420720
1999-03-01 12.19378886352290
1999-04-01 12.54169482968870
1999-05-01 12.63703230110980
1999-06-01 12.76543725792610
1999-07-01 12.82701359710560
1999-08-01 12.83165117881730
1999-09-01 12.75583453913000
1999-10-01 12.87577108254230
1999-11-01 12.59113282023540
1999-12-01 12.68848162706660
2000-01-01 13.43167905848950
2000-02-01 13.24536795358680
2000-03-01 13.29185649413310
2000-04-01 13.46135698738240
2000-05-01 13.45410687624660
2000-06-01 13.49317692472740
2000-07-01 13.50443308919800
2000-08-01 13.60057868202990
2000-09-01 13.75684307459750
2000-10-01 14.29385796593900
2000-11-01 14.18508716852760
2000-12-01 14.27639008599510
2001-01-01 14.52513571921970
2001-02-01 14.62344525188470
2001-03-01 14.66256874088960
2001-04-01 14.49984520922240
2001-05-01 14.48925288200940
2001-06-01 14.73142539212890
2001-07-01 14.89438062146180
2001-08-01 14.88180711685080
2001-09-01 14.84687245766430
2001-10-01 14.70126097949860
2001-11-01 14.68010097213980
2001-12-01 14.66577342895820
2002-01-01 14.30859962189800
2002-02-01 14.60024957870250
2002-03-01 14.51442374103660
2002-04-01 14.85054857837280
2002-05-01 14.93465038803730
2002-06-01 14.86470713384930
2002-07-01 14.89098717198070
2002-08-01 14.97839904939680
2002-09-01 14.93056666394060
2002-10-01 14.79533862293010
2002-11-01 14.87890892104110
2002-12-01 14.74478228262060
2003-01-01 14.59779107038090
2003-02-01 14.58581142620090
2003-03-01 14.56690189859570
2003-04-01 14.50017307560290
2003-05-01 14.48522542960640
2003-06-01 14.48406443277960
2003-07-01 14.48893053178550
2003-08-01 14.57788747171380
2003-09-01 14.60497884213630
2003-10-01 14.68631936368940
2003-11-01 14.67994919733470
2003-12-01 14.73013703794550
2004-01-01 14.99748656764710
2004-02-01 14.97728418855940
2004-03-01 14.92792946560360
2004-04-01 14.74149101181820
2004-05-01 14.73259365201840
2004-06-01 14.69013406743240
2004-07-01 14.77598758378440
2004-08-01 14.77308505724370
2004-09-01 14.88358498955020
2004-10-01 14.97628413223920
2004-11-01 14.99649234543250
2004-12-01 15.13699199026700
2005-01-01 15.08827631953030
2005-02-01 15.06149157262770
2005-03-01 14.90289515221060
2005-04-01 15.47141190901180
2005-05-01 15.66601616223190
2005-06-01 15.69351544667410
2005-07-01 15.36146635306910
2005-08-01 15.46610631657680
2005-09-01 15.55947088255120
2005-10-01 15.88004762202100
2005-11-01 15.91783780491320
2005-12-01 16.05739554875780
2006-01-01 15.87044178724330
2006-02-01 15.94378632407600
2006-03-01 15.99385118172970
2006-04-01 15.78567176466190
2006-05-01 15.87375484674790
2006-06-01 16.09603049061110
2006-07-01 16.05248472083960
2006-08-01 16.06154328301920
2006-09-01 16.05258080284110
2006-10-01 15.78747949830920
2006-11-01 15.74024230486550
2006-12-01 15.58243205466640
2007-01-01 15.64289049407480
2007-02-01 15.82344718181880
2007-03-01 15.90135076999470
2007-04-01 15.88245130447460
2007-05-01 15.95755169894470
2007-06-01 15.99752915832770
2007-07-01 16.25723387512140
2007-08-01 16.36244575827510
2007-09-01 16.35374083402670
2007-10-01 16.30522792446640
2007-11-01 16.35289056783660
2007-12-01 16.41338640297850
2008-01-01 16.61387017037370
2008-02-01 16.60034757692520
2008-03-01 16.61703859882870
2008-04-01 16.66273356370290
2008-05-01 16.62050781497840
2008-06-01 16.59713517523260
2008-07-01 16.67493762996720
2008-08-01 16.67468015614370
2008-09-01 16.67515929854810
2008-10-01 16.51498157778960
2008-11-01 16.46322068410730
2008-12-01 16.44259313793960
2009-01-01 16.27793031614570
2009-02-01 16.07831013434260
2009-03-01 15.83370595362920
2009-04-01 15.64073520918900
2009-05-01 15.57725720981480
2009-06-01 15.38800315742660
2009-07-01 15.20089739381930
2009-08-01 15.09468149437030
2009-09-01 15.10348201878470
2009-10-01 15.22231229863480
2009-11-01 15.26800336992510
2009-12-01 15.15700633501860
2010-01-01 15.15487064480940
2010-02-01 15.06570934137260
2010-03-01 15.05078631110040
2010-04-01 15.11824913215380
2010-05-01 15.03521017218090
2010-06-01 14.96719340786160
2010-07-01 14.92654575309170
2010-08-01 14.81776465588010
2010-09-01 14.83375255357410
2010-10-01 14.12347419402370
2010-11-01 14.16583636299700
2010-12-01 14.16226066627010
2011-01-01 14.44871467557120
2011-02-01 14.36096630960370
2011-03-01 14.26333098466580
2011-04-01 14.50839088418330
2011-05-01 14.51536191963190
2011-06-01 14.53474571382110
2011-07-01 14.53866658561280
2011-08-01 14.52445346240800
2011-09-01 14.54865838939270
2011-10-01 14.53050690131640
2011-11-01 14.45531106099230
2011-12-01 14.47323229563200
2012-01-01 14.45811175612950
2012-02-01 14.45999635896650
2012-03-01 14.47946794262400
2012-04-01 14.40569686189530
2012-05-01 14.51269583042470
2012-06-01 14.51380424223620
2012-07-01 14.42757639634260
2012-08-01 14.51426028884670
2012-09-01 14.44609585209090
2012-10-01 14.53905453021810
2012-11-01 14.54271019696310
2012-12-01 14.77949976646790
2013-01-01 14.57274528020170
2013-02-01 14.56801701261960
2013-03-01 14.60646935545630
2013-04-01 14.61158159694720
2013-05-01 14.62622389349050
2013-06-01 14.60218687540710
2013-07-01 14.60311644212590
2013-08-01 14.58312141895240
2013-09-01 14.73402444539470
2013-10-01 14.64298591888740
2013-11-01 14.72788579173390
2013-12-01 14.77389044031740
2014-01-01 14.89359863293080
2014-02-01 14.99036264272750
2014-03-01 15.04331220080040
2014-04-01 15.01950687997470
2014-05-01 15.04870113296850
2014-06-01 15.20145240739750
2014-07-01 15.16703122317050
2014-08-01 15.24500570345010
2014-09-01 15.21175200244000
2014-10-01 15.23748374953170
2014-11-01 15.31651597841680
2014-12-01 15.26189167297020
2015-01-01 15.42037048323860
2015-02-01 15.52403591984180
2015-03-01 15.58343136641170
2015-04-01 15.73035858961700
2015-05-01 15.77290684596190
2015-06-01 15.69751842620960
2015-07-01 15.92706828238340
2015-08-01 15.89931922744080
2015-09-01 15.79314536899740
2015-10-01 16.21810787670170
2015-11-01 16.21530275924790
2015-12-01 16.35660930875910
2016-01-01 16.15564222986990
2016-02-01 16.35841190670180
2016-03-01 16.31690781548170
2016-04-01 16.64258778029460
2016-05-01 16.48290773065970
2016-06-01 16.29350158323390
2016-07-01 16.58362176357530
2016-08-01 16.66226407222970
2016-09-01 16.87380227824470
2016-10-01 16.70190694542190
2016-11-01 16.72651267098480
2016-12-01 16.75350622857700
2017-01-01 16.69286193153100
2017-02-01 16.58715093049010
2017-03-01 16.63910304588110
2017-04-01 16.66016388588210
2017-05-01 16.57113578287420
2017-06-01 16.67523499870830
2017-07-01 16.75624850464130
2017-08-01 16.83449430083270
2017-09-01 16.87053522174620
2017-10-01 16.88741998345680
2017-11-01 16.94923276554320
2017-12-01 17.05699062643100
2018-01-01 17.11972228467480
2018-02-01 17.20344447407630
2018-03-01 17.34125249801530
2018-04-01 17.46864295585810
2018-05-01 17.54879991345870
2018-06-01 17.66256730815960
2018-07-01 17.93497971154070
2018-08-01 17.83854515347690
2018-09-01 17.87818036145530
2018-10-01 17.98264478539950
2018-11-01 17.86849269851690
2018-12-01 17.86098459863590
2019-01-01 17.93323601102580
2019-02-01 18.09670120298320
2019-03-01 18.12998249318680
2019-04-01 18.06670385764710
2019-05-01 18.23255257944180
2019-06-01 18.24431882114550
2019-07-01 18.33478468598310
2019-08-01 18.36388729770840
2019-09-01 18.40771256774740
2019-10-01 18.27897573144180
2019-11-01 18.37755005696630
2019-12-01 18.36791688982860
2020-01-01 18.13046173814280
2020-02-01 18.26420971632390
2020-03-01 18.30929459692330
2020-04-01 16.85200190038900
2020-05-01 17.02437856894970
2020-06-01 17.04084969792760
2020-07-01 16.94720978958550
2020-08-01 17.00940377065450
2020-09-01 16.94489443939440
2020-10-01 16.98748568462530
2020-11-01 16.97146533396500
2020-12-01 17.06563746054400
2021-01-01 17.20705877422750
2021-02-01 17.22298064369790
2021-03-01 17.28614241999660
2021-04-01 17.33068989578620
2021-05-01 17.32664229998430
2021-06-01 17.24322843617970
2021-07-01 17.47763787933110
2021-08-01 17.34861606031170
2021-09-01 17.29216032220750
2021-10-01 17.70290705426110
2021-11-01 17.95802216283130
2021-12-01 17.96305852052990
2022-01-01 17.66602469942330
2022-02-01 17.78532825604460
2022-03-01 17.75976095922510
2022-04-01 17.79651738505350
2022-05-01 17.73348790579400
2022-06-01 17.96194730226560
2022-07-01 17.90688319916900
2022-08-01 17.98867271469960
2022-09-01 18.03821534977180
2022-10-01 18.32707338396420
2022-11-01 18.23676616015480
2022-12-01 18.25469238175440
2023-01-01 17.52796035066740
2023-02-01 17.64950402580520
2023-03-01 17.33542314272880
2023-04-01 17.76351582591370
2023-05-01 17.84199753690030
2023-06-01 17.97770993525990
2023-07-01 18.03788492580280
2023-08-01 18.21484797046200
2023-09-01 18.37908754578380
2023-10-01 18.45263830338190
2023-11-01 18.52091675307780
2023-12-01 18.64911556892120
2024-01-01 18.89973213991980
2024-02-01 18.82004641108590
2024-03-01 19.01509279915850
2024-04-01 18.83494513932410
2024-05-01 18.93592789233950
2024-06-01 18.99510625362160
2024-07-01 19.16135372670730
2024-08-01 19.33585282853190
2024-09-01 19.30483430997090
2024-10-01 19.38176820557600
2024-11-01 19.51176882317620
2024-12-01 19.54200895306360
2025-01-01 19.78023343018400
2025-02-01 19.80194108589800
2025-03-01 19.99853308572050
2025-04-01 20.21887715040970
2025-05-01 20.32359774342050
2025-06-01 20.20626532045070
2025-07-01 20.17807781238430
2025-08-01 20.04328341766100
2025-09-01 20.12195175839090
2025-10-01 20.10412469750850
2025-11-01 20.41174437345880
2025-12-01 20.43956009661300
2026-01-01 20.36632139132880
2026-02-01 20.49688536696390
2026-03-01 20.38877052787130
2026-04-01 20.40388625015480
2026-05-01 20.40822546512930

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