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 2026-06-01
Last Updated 2026-07-22 10:37 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 10.16294890972450
1990-02-01 10.34705496880130
1990-03-01 10.45453630205330
1990-04-01 10.63107674979230
1990-05-01 10.80729572211210
1990-06-01 10.93333947332120
1990-07-01 11.09577654474260
1990-08-01 11.14128240465050
1990-09-01 11.27465095396610
1990-10-01 11.64561467156820
1990-11-01 11.72843170539740
1990-12-01 11.67443338744370
1991-01-01 10.87205503940370
1991-02-01 10.83727415248170
1991-03-01 10.85938879915670
1991-04-01 11.33874039147490
1991-05-01 11.80795088720000
1991-06-01 11.62931928714130
1991-07-01 11.09474530850360
1991-08-01 11.02808649293010
1991-09-01 10.94541665099170
1991-10-01 11.06670811206350
1991-11-01 11.13971383545550
1991-12-01 11.29021539839390
1992-01-01 11.38567247370740
1992-02-01 11.32922515720000
1992-03-01 11.26075851276160
1992-04-01 11.13646965643490
1992-05-01 11.10576551659600
1992-06-01 11.02352666479030
1992-07-01 11.18664681558080
1992-08-01 11.20196060274840
1992-09-01 11.10425413610520
1992-10-01 11.10454696804740
1992-11-01 10.96355084706430
1992-12-01 10.91966395293810
1993-01-01 10.90566059808660
1993-02-01 10.91823620097400
1993-03-01 11.06165052902080
1993-04-01 10.72672239480640
1993-05-01 10.59605127392040
1993-06-01 10.51257807993590
1993-07-01 10.96779559495470
1993-08-01 11.47594657658480
1993-09-01 11.36925677216000
1993-10-01 11.23857542007900
1993-11-01 11.29092570994930
1993-12-01 11.65948686938450
1994-01-01 11.23538797272290
1994-02-01 11.32320944439550
1994-03-01 11.06053587556010
1994-04-01 10.20107471552900
1994-05-01 10.27445880150540
1994-06-01 10.18667098768190
1994-07-01 10.05050718952500
1994-08-01 10.06452238739900
1994-09-01 10.04535145712130
1994-10-01 9.76660804780601
1994-11-01 9.80886700364866
1994-12-01 9.78249962390571
1995-01-01 9.97766094384678
1995-02-01 10.05149163496110
1995-03-01 10.17321737036500
1995-04-01 10.26405070621910
1995-05-01 10.23646018995290
1995-06-01 10.24965172011340
1995-07-01 10.43164595815690
1995-08-01 10.46527426367980
1995-09-01 10.44815482935000
1995-10-01 9.87515564464795
1995-11-01 10.01438381537000
1995-12-01 10.08536990553380
1996-01-01 10.22483384919000
1996-02-01 10.31220986411970
1996-03-01 10.39971782139250
1996-04-01 10.20955655280450
1996-05-01 10.19206608656770
1996-06-01 10.30777637965040
1996-07-01 10.30998404324250
1996-08-01 10.27091887967860
1996-09-01 10.28010282834620
1996-10-01 10.37280615817750
1996-11-01 10.31129301087760
1996-12-01 10.36327919616120
1997-01-01 10.56799380187190
1997-02-01 10.67338375102590
1997-03-01 10.83786058385200
1997-04-01 10.86353218326090
1997-05-01 11.05762231194640
1997-06-01 10.97446068685690
1997-07-01 10.88259425554210
1997-08-01 10.86976742831770
1997-09-01 11.12091350358670
1997-10-01 11.16068159103260
1997-11-01 11.30749493975350
1997-12-01 11.33966321320090
1998-01-01 11.19866166805460
1998-02-01 11.11884420349070
1998-03-01 11.06996070412910
1998-04-01 11.44192077268740
1998-05-01 11.53979917595780
1998-06-01 11.65875802361850
1998-07-01 11.75217312110770
1998-08-01 11.85837574700060
1998-09-01 11.94728023938030
1998-10-01 12.06094568265880
1998-11-01 12.10011618770440
1998-12-01 12.30979256458430
1999-01-01 12.12183536653540
1999-02-01 12.14312228797080
1999-03-01 12.19378864236380
1999-04-01 12.54169504778080
1999-05-01 12.63703260342610
1999-06-01 12.76543749300320
1999-07-01 12.82701384127850
1999-08-01 12.83165159018140
1999-09-01 12.75583461641200
1999-10-01 12.87577103434890
1999-11-01 12.59113256894010
1999-12-01 12.68848107907590
2000-01-01 13.43167894883160
2000-02-01 13.24536789512790
2000-03-01 13.29185647145940
2000-04-01 13.46135712463180
2000-05-01 13.45410704529440
2000-06-01 13.49317702006230
2000-07-01 13.50443316952760
2000-08-01 13.60057884663820
2000-09-01 13.75684309953260
2000-10-01 14.29385796944930
2000-11-01 14.18508703209800
2000-12-01 14.27638975957270
2001-01-01 14.52513569469730
2001-02-01 14.62344526647250
2001-03-01 14.66256878758250
2001-04-01 14.49984532824840
2001-05-01 14.48925296043660
2001-06-01 14.73142540274510
2001-07-01 14.89438061149460
2001-08-01 14.88180711045190
2001-09-01 14.84687246333870
2001-10-01 14.70126100239700
2001-11-01 14.68010090661530
2001-12-01 14.66577326681550
2002-01-01 14.30859963618190
2002-02-01 14.60024964129580
2002-03-01 14.51442383828200
2002-04-01 14.85054868758310
2002-05-01 14.93465046753460
2002-06-01 14.86470709100830
2002-07-01 14.89098685953680
2002-08-01 14.97839907850340
2002-09-01 14.93056668870250
2002-10-01 14.79533864905030
2002-11-01 14.87890889995050
2002-12-01 14.74478226754720
2003-01-01 14.59779110870310
2003-02-01 14.58581151064350
2003-03-01 14.56690205408630
2003-04-01 14.50017313157630
2003-05-01 14.48522552908310
2003-06-01 14.48406435420780
2003-07-01 14.48892992720340
2003-08-01 14.57788754006650
2003-09-01 14.60497890931270
2003-10-01 14.68631940877820
2003-11-01 14.67994923905180
2003-12-01 14.73013709108350
2004-01-01 14.99748664953640
2004-02-01 14.97728430736120
2004-03-01 14.92792965947730
2004-04-01 14.74149102164240
2004-05-01 14.73259377815990
2004-06-01 14.69013394952520
2004-07-01 14.77598666608590
2004-08-01 14.77308514395370
2004-09-01 14.88358509668810
2004-10-01 14.97628422437570
2004-11-01 14.99649246507420
2004-12-01 15.13699213618690
2005-01-01 15.08827648459310
2005-02-01 15.06149177797900
2005-03-01 14.90289542979400
2005-04-01 15.47141188575640
2005-05-01 15.66601622872910
2005-06-01 15.69351514216070
2005-07-01 15.36146513867920
2005-08-01 15.46610614058920
2005-09-01 15.55947092471780
2005-10-01 15.88004786258460
2005-11-01 15.91783822339450
2005-12-01 16.05739601483230
2006-01-01 15.87044221384220
2006-02-01 15.94378671670120
2006-03-01 15.99385157130360
2006-04-01 15.78567173403580
2006-05-01 15.87375472911440
2006-06-01 16.09602979685560
2006-07-01 16.05248277694310
2006-08-01 16.06154234575100
2006-09-01 16.05258064910120
2006-10-01 15.78747982455800
2006-11-01 15.74024421128270
2006-12-01 15.58243298670180
2007-01-01 15.64289138346310
2007-02-01 15.82344787148770
2007-03-01 15.90135135469520
2007-04-01 15.88245129573200
2007-05-01 15.95755109222650
2007-06-01 15.99752761802670
2007-07-01 16.25723063310060
2007-08-01 16.36244460243800
2007-09-01 16.35373785996390
2007-10-01 16.30523026821000
2007-11-01 16.35289490537900
2007-12-01 16.41338812237940
2008-01-01 16.61387161553560
2008-02-01 16.60034858385770
2008-03-01 16.61703927209130
2008-04-01 16.66273332336380
2008-05-01 16.62050650629400
2008-06-01 16.59713263407080
2008-07-01 16.67493296974620
2008-08-01 16.67467870244580
2008-09-01 16.67515348386040
2008-10-01 16.51498602062950
2008-11-01 16.46322759183420
2008-12-01 16.44259577863700
2009-01-01 16.27793236377680
2009-02-01 16.07831138457970
2009-03-01 15.83370659262460
2009-04-01 15.64073463636310
2009-05-01 15.57725519020090
2009-06-01 15.38799969658040
2009-07-01 15.20089164082060
2009-08-01 15.09468015262120
2009-09-01 15.10347343333690
2009-10-01 15.22231892995990
2009-11-01 15.26801175556730
2009-12-01 15.15700990424720
2010-01-01 15.15487313579160
2010-02-01 15.06571066117920
2010-03-01 15.05078675657700
2010-04-01 15.11824814461250
2010-05-01 15.03520774411830
2010-06-01 14.96718962799400
2010-07-01 14.92653980269460
2010-08-01 14.81776326073590
2010-09-01 14.83374328178090
2010-10-01 14.12348109952690
2010-11-01 14.16584510413670
2010-12-01 14.16226460013770
2011-01-01 14.44871732591900
2011-02-01 14.36096759127700
2011-03-01 14.26333128626510
2011-04-01 14.50838976174540
2011-05-01 14.51535948821600
2011-06-01 14.53474211788860
2011-07-01 14.53866116977330
2011-08-01 14.52445267786810
2011-09-01 14.54864848899820
2011-10-01 14.53051385459830
2011-11-01 14.45531859940330
2011-12-01 14.47323619295560
2012-01-01 14.45811428421380
2012-02-01 14.45999750547320
2012-03-01 14.47946812731550
2012-04-01 14.40569583645840
2012-05-01 14.51269407526200
2012-06-01 14.51380066546480
2012-07-01 14.42757267162070
2012-08-01 14.51425973768740
2012-09-01 14.44608753496750
2012-10-01 14.53905924899410
2012-11-01 14.54271514076900
2012-12-01 14.77950406823060
2013-01-01 14.57274767023650
2013-02-01 14.56801789056120
2013-03-01 14.60646963690480
2013-04-01 14.61158140448540
2013-05-01 14.62622287818330
2013-06-01 14.60218311475140
2013-07-01 14.60311428281870
2013-08-01 14.58312108379270
2013-09-01 14.73401721060780
2013-10-01 14.64298855736690
2013-11-01 14.72788825888220
2013-12-01 14.77389520189780
2014-01-01 14.89360101520830
2014-02-01 14.99036356013220
2014-03-01 15.04331309228430
2014-04-01 15.01950802899230
2014-05-01 15.04870064692560
2014-06-01 15.20144807062780
2014-07-01 15.16702961090320
2014-08-01 15.24500440473670
2014-09-01 15.21174509178200
2014-10-01 15.23748397772320
2014-11-01 15.31651741625460
2014-12-01 15.26189762271350
2015-01-01 15.42037420346100
2015-02-01 15.52403824574410
2015-03-01 15.58343329671620
2015-04-01 15.73036091849390
2015-05-01 15.77290688457880
2015-06-01 15.69751531615480
2015-07-01 15.92705864678870
2015-08-01 15.89931795602400
2015-09-01 15.79313602633710
2015-10-01 16.21810842520320
2015-11-01 16.21530303584050
2015-12-01 16.35661805294610
2016-01-01 16.15564952152510
2016-02-01 16.35841856255700
2016-03-01 16.31691363950390
2016-04-01 16.64259269357510
2016-05-01 16.48290851524130
2016-06-01 16.29349791350640
2016-07-01 16.58359868985130
2016-08-01 16.66225545387150
2016-09-01 16.87378698081240
2016-10-01 16.70190582456350
2016-11-01 16.72651063462230
2016-12-01 16.75351488983110
2017-01-01 16.69290295643210
2017-02-01 16.58715671795230
2017-03-01 16.63911272667170
2017-04-01 16.66017320506060
2017-05-01 16.57114035304530
2017-06-01 16.67523017488340
2017-07-01 16.75620512202990
2017-08-01 16.83446722793400
2017-09-01 16.87050263737500
2017-10-01 16.88741220178290
2017-11-01 16.94923205466140
2017-12-01 17.05700727279370
2018-01-01 17.11980655610060
2018-02-01 17.20345526909270
2018-03-01 17.34126638968140
2018-04-01 17.46865970263790
2018-05-01 17.54881869638650
2018-06-01 17.66257903181700
2018-07-01 17.93486749134510
2018-08-01 17.83851586199060
2018-09-01 17.87810621243670
2018-10-01 17.98262464992180
2018-11-01 17.86849321202790
2018-12-01 17.86103528337650
2019-01-01 17.93342145393060
2019-02-01 18.09666577418120
2019-03-01 18.12995534444220
2019-04-01 18.06668574143760
2019-05-01 18.23269403494660
2019-06-01 18.24431555562350
2019-07-01 18.33460485950780
2019-08-01 18.36389198462300
2019-09-01 18.40765154053640
2019-10-01 18.27889000089160
2019-11-01 18.37757533021810
2019-12-01 18.36798765395690
2020-01-01 18.13064133730300
2020-02-01 18.26404927121740
2020-03-01 18.30921008604640
2020-04-01 16.85199558485610
2020-05-01 17.02473200418850
2020-06-01 17.04091746017940
2020-07-01 16.94702895221330
2020-08-01 17.00945763462500
2020-09-01 16.94482768023960
2020-10-01 16.98730740435080
2020-11-01 16.97147413143350
2020-12-01 17.06571314436650
2021-01-01 17.20687354745460
2021-02-01 17.22278108671670
2021-03-01 17.28586992071390
2021-04-01 17.33095200475090
2021-05-01 17.32744063390910
2021-06-01 17.24350315409750
2021-07-01 17.47752506790110
2021-08-01 17.34861892994950
2021-09-01 17.29201512312180
2021-10-01 17.70259113451970
2021-11-01 17.95787471140920
2021-12-01 17.96290352572090
2022-01-01 17.66533723742680
2022-02-01 17.78510471512350
2022-03-01 17.75909422980940
2022-04-01 17.79656856531870
2022-05-01 17.73718319758060
2022-06-01 17.96177401826250
2022-07-01 17.90636889185330
2022-08-01 17.98889621525590
2022-09-01 18.03786276781790
2022-10-01 18.32631217681730
2022-11-01 18.23607788706100
2022-12-01 18.25400188617340
2023-01-01 17.52653239575800
2023-02-01 17.64920874389040
2023-03-01 17.33464116079370
2023-04-01 17.76401456462320
2023-05-01 17.84966378987520
2023-06-01 17.97660708685630
2023-07-01 18.03682609403010
2023-08-01 18.21527200559330
2023-09-01 18.37856617545180
2023-10-01 18.45125895078650
2023-11-01 18.51923510628690
2023-12-01 18.64727181763360
2024-01-01 18.89735581527650
2024-02-01 18.81908436110700
2024-03-01 19.01440372013010
2024-04-01 18.83685494371510
2024-05-01 18.94928578990150
2024-06-01 18.99247673260730
2024-07-01 19.15947515820120
2024-08-01 19.33642474537350
2024-09-01 19.30395702529260
2024-10-01 19.37958642266480
2024-11-01 19.50892249656360
2024-12-01 19.53893515759100
2025-01-01 19.77670744434950
2025-02-01 19.80021617664640
2025-03-01 19.99812441071940
2025-04-01 20.22301837396270
2025-05-01 20.34144459354830
2025-06-01 20.20293930078660
2025-07-01 20.17556131173480
2025-08-01 20.04364080091780
2025-09-01 20.12065666183060
2025-10-01 20.10127069864160
2025-11-01 20.40781149220990
2025-12-01 20.43534014585710
2026-01-01 20.36212063131540
2026-02-01 20.49438743180520
2026-03-01 20.38860134392380
2026-04-01 20.40980870040850
2026-05-01 20.43076255122840
2026-06-01 20.51372772632130

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