Table Data - All Employees: Professional and Business Services: Employment Services in Oakland-Fremont-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services: Employment Services in Oakland-Fremont-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846056130001SA |
| 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 2025-08-01 |
| Last Updated | 2025-09-20 6:03 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 | 16.908515662122700 |
| 1990-02-01 | 17.013983663907500 |
| 1990-03-01 | 17.101563190723300 |
| 1990-04-01 | 15.387482317689700 |
| 1990-05-01 | 15.708821142731301 |
| 1990-06-01 | 15.974371212831700 |
| 1990-07-01 | 17.077726299229500 |
| 1990-08-01 | 16.474935513067500 |
| 1990-09-01 | 15.798402835147199 |
| 1990-10-01 | 15.578544472024400 |
| 1990-11-01 | 15.410279817644000 |
| 1990-12-01 | 15.551082852284200 |
| 1991-01-01 | 15.708135002509401 |
| 1991-02-01 | 15.581784473141100 |
| 1991-03-01 | 15.770995327693901 |
| 1991-04-01 | 16.205020188460500 |
| 1991-05-01 | 16.340164407265803 |
| 1991-06-01 | 16.383497373661700 |
| 1991-07-01 | 15.616862851330499 |
| 1991-08-01 | 15.540461960618801 |
| 1991-09-01 | 15.276137619076500 |
| 1991-10-01 | 14.794032530886300 |
| 1991-11-01 | 14.912339724897300 |
| 1991-12-01 | 14.981992144427500 |
| 1992-01-01 | 15.018605765742200 |
| 1992-02-01 | 14.686051609079499 |
| 1992-03-01 | 14.516107620225402 |
| 1992-04-01 | 14.475539655137200 |
| 1992-05-01 | 14.854352460062900 |
| 1992-06-01 | 14.817348861887600 |
| 1992-07-01 | 15.547763922977600 |
| 1992-08-01 | 15.586597627799598 |
| 1992-09-01 | 15.966500200934000 |
| 1992-10-01 | 16.002324434335300 |
| 1992-11-01 | 15.924284696064200 |
| 1992-12-01 | 15.948907693043802 |
| 1993-01-01 | 15.829160477873100 |
| 1993-02-01 | 16.038166151366500 |
| 1993-03-01 | 16.097847435166500 |
| 1993-04-01 | 16.374814264037500 |
| 1993-05-01 | 16.387432620726198 |
| 1993-06-01 | 16.377844197842700 |
| 1993-07-01 | 16.134545940697300 |
| 1993-08-01 | 16.664443402511200 |
| 1993-09-01 | 16.842406351670498 |
| 1993-10-01 | 17.803819570108700 |
| 1993-11-01 | 17.987449082086900 |
| 1993-12-01 | 18.830792480920900 |
| 1994-01-01 | 17.402858565355700 |
| 1994-02-01 | 17.562652347422600 |
| 1994-03-01 | 18.072736343891300 |
| 1994-04-01 | 18.311758137682602 |
| 1994-05-01 | 18.468253126319900 |
| 1994-06-01 | 18.530749579748000 |
| 1994-07-01 | 17.991829397057200 |
| 1994-08-01 | 18.062130256434898 |
| 1994-09-01 | 18.389744655183300 |
| 1994-10-01 | 18.675949815966100 |
| 1994-11-01 | 19.153910346194300 |
| 1994-12-01 | 19.668693641558000 |
| 1995-01-01 | 20.180763170233800 |
| 1995-02-01 | 20.304715214837700 |
| 1995-03-01 | 20.547566546446200 |
| 1995-04-01 | 18.895964281209500 |
| 1995-05-01 | 19.600716872876600 |
| 1995-06-01 | 19.753336251134698 |
| 1995-07-01 | 19.828390397029500 |
| 1995-08-01 | 19.689292167097600 |
| 1995-09-01 | 20.150051632957602 |
| 1995-10-01 | 20.293906158110400 |
| 1995-11-01 | 19.924130912573700 |
| 1995-12-01 | 19.963842361031002 |
| 1996-01-01 | 22.706863482580700 |
| 1996-02-01 | 21.084972792540900 |
| 1996-03-01 | 21.331038020237898 |
| 1996-04-01 | 21.833310729419303 |
| 1996-05-01 | 22.227131434861498 |
| 1996-06-01 | 23.142787412158103 |
| 1996-07-01 | 24.749823921685600 |
| 1996-08-01 | 25.641131777965697 |
| 1996-09-01 | 26.114058909797100 |
| 1996-10-01 | 26.100592895253700 |
| 1996-11-01 | 27.694851955814700 |
| 1996-12-01 | 27.633226923134900 |
| 1997-01-01 | 26.309298759791100 |
| 1997-02-01 | 24.775064874396100 |
| 1997-03-01 | 25.384204948733895 |
| 1997-04-01 | 26.454831764242897 |
| 1997-05-01 | 27.782066110322800 |
| 1997-06-01 | 28.573535610418602 |
| 1997-07-01 | 30.599463913025500 |
| 1997-08-01 | 29.648455568478305 |
| 1997-09-01 | 30.223455163979303 |
| 1997-10-01 | 28.594653901711396 |
| 1997-11-01 | 27.894629653729800 |
| 1997-12-01 | 27.862658667453400 |
| 1998-01-01 | 29.679652181770702 |
| 1998-02-01 | 31.226162016437502 |
| 1998-03-01 | 31.399301336834000 |
| 1998-04-01 | 32.070139780338394 |
| 1998-05-01 | 31.820075516995000 |
| 1998-06-01 | 31.353771473353802 |
| 1998-07-01 | 31.408584414919897 |
| 1998-08-01 | 31.983320295099503 |
| 1998-09-01 | 32.026778884487500 |
| 1998-10-01 | 32.695606042508395 |
| 1998-11-01 | 32.843840581847300 |
| 1998-12-01 | 32.754815843820200 |
| 1999-01-01 | 33.120788879689300 |
| 1999-02-01 | 33.071216598581900 |
| 1999-03-01 | 33.460379935181400 |
| 1999-04-01 | 33.300607862837890 |
| 1999-05-01 | 33.345307431356600 |
| 1999-06-01 | 33.376436306964600 |
| 1999-07-01 | 33.009857380276700 |
| 1999-08-01 | 32.410757324420300 |
| 1999-09-01 | 32.768579232117200 |
| 1999-10-01 | 33.644588964849504 |
| 1999-11-01 | 33.716810604978700 |
| 1999-12-01 | 34.259185305855105 |
| 2000-01-01 | 34.703565546831896 |
| 2000-02-01 | 34.886845844185300 |
| 2000-03-01 | 35.004027578376600 |
| 2000-04-01 | 35.817748393862600 |
| 2000-05-01 | 35.872894186715500 |
| 2000-06-01 | 35.705380933485400 |
| 2000-07-01 | 35.903709069213900 |
| 2000-08-01 | 34.721655350307806 |
| 2000-09-01 | 35.642354758863604 |
| 2000-10-01 | 35.496636124521400 |
| 2000-11-01 | 35.661447808975794 |
| 2000-12-01 | 36.158277240647500 |
| 2001-01-01 | 30.762087130770700 |
| 2001-02-01 | 29.786792088240300 |
| 2001-03-01 | 28.546469329124400 |
| 2001-04-01 | 26.834662013301603 |
| 2001-05-01 | 26.361239087667197 |
| 2001-06-01 | 25.974586059833100 |
| 2001-07-01 | 24.925536624240102 |
| 2001-08-01 | 24.342194741435500 |
| 2001-09-01 | 23.973094025376398 |
| 2001-10-01 | 23.186341198612000 |
| 2001-11-01 | 22.513792653406100 |
| 2001-12-01 | 21.972926122336396 |
| 2002-01-01 | 21.927046369518600 |
| 2002-02-01 | 21.444699232503100 |
| 2002-03-01 | 21.625670713572504 |
| 2002-04-01 | 20.673228509790000 |
| 2002-05-01 | 20.997319095507397 |
| 2002-06-01 | 20.726202085030300 |
| 2002-07-01 | 20.930630279884102 |
| 2002-08-01 | 21.098762326472700 |
| 2002-09-01 | 21.172837508355700 |
| 2002-10-01 | 21.344121087856300 |
| 2002-11-01 | 21.314095758026603 |
| 2002-12-01 | 21.662210503491696 |
| 2003-01-01 | 20.681196826191602 |
| 2003-02-01 | 20.407035047777300 |
| 2003-03-01 | 20.100682904553700 |
| 2003-04-01 | 20.276686924964000 |
| 2003-05-01 | 19.928418297281198 |
| 2003-06-01 | 19.785931393093300 |
| 2003-07-01 | 20.858800191145100 |
| 2003-08-01 | 20.210182694635100 |
| 2003-09-01 | 19.847471935108498 |
| 2003-10-01 | 19.394677165466103 |
| 2003-11-01 | 19.015683696515200 |
| 2003-12-01 | 18.774552182567803 |
| 2004-01-01 | 19.789734566229000 |
| 2004-02-01 | 19.989081249985198 |
| 2004-03-01 | 19.818692037061100 |
| 2004-04-01 | 22.023173488096800 |
| 2004-05-01 | 22.139816879028000 |
| 2004-06-01 | 22.058287394882900 |
| 2004-07-01 | 20.788049322785900 |
| 2004-08-01 | 21.299708323879102 |
| 2004-09-01 | 21.360815146567800 |
| 2004-10-01 | 21.823496755200400 |
| 2004-11-01 | 22.178193646009397 |
| 2004-12-01 | 22.170432394754897 |
| 2005-01-01 | 22.379355549103497 |
| 2005-02-01 | 22.773018732735700 |
| 2005-03-01 | 22.351273780211200 |
| 2005-04-01 | 22.027642764578100 |
| 2005-05-01 | 21.493768926444300 |
| 2005-06-01 | 20.718172141171202 |
| 2005-07-01 | 21.314886578726000 |
| 2005-08-01 | 21.481208391360603 |
| 2005-09-01 | 21.797474094707304 |
| 2005-10-01 | 21.690925066393200 |
| 2005-11-01 | 22.105554909509500 |
| 2005-12-01 | 22.608153101962500 |
| 2006-01-01 | 21.579209272014300 |
| 2006-02-01 | 21.581436504830100 |
| 2006-03-01 | 21.688647754113497 |
| 2006-04-01 | 21.395309519369700 |
| 2006-05-01 | 21.926238049990600 |
| 2006-06-01 | 22.317381583084103 |
| 2006-07-01 | 22.243332833634100 |
| 2006-08-01 | 21.995655655361700 |
| 2006-09-01 | 22.084636154928102 |
| 2006-10-01 | 21.919013205348300 |
| 2006-11-01 | 21.835388504800200 |
| 2006-12-01 | 22.002808964400500 |
| 2007-01-01 | 22.115514021275500 |
| 2007-02-01 | 22.103426696863900 |
| 2007-03-01 | 22.145253536582400 |
| 2007-04-01 | 22.203570564407200 |
| 2007-05-01 | 22.479853757743200 |
| 2007-06-01 | 21.916179072121896 |
| 2007-07-01 | 21.513753323128900 |
| 2007-08-01 | 21.454545281584398 |
| 2007-09-01 | 21.276220509583197 |
| 2007-10-01 | 21.755285813612300 |
| 2007-11-01 | 21.483017331212100 |
| 2007-12-01 | 21.718265669746103 |
| 2008-01-01 | 21.232656489917300 |
| 2008-02-01 | 21.190432166692100 |
| 2008-03-01 | 20.826637297260700 |
| 2008-04-01 | 20.069205938761400 |
| 2008-05-01 | 19.422146541056500 |
| 2008-06-01 | 19.132468451888100 |
| 2008-07-01 | 18.956645025389303 |
| 2008-08-01 | 18.599478277654100 |
| 2008-09-01 | 18.024978884212900 |
| 2008-10-01 | 16.934232863530400 |
| 2008-11-01 | 16.452353664875500 |
| 2008-12-01 | 15.988525150225800 |
| 2009-01-01 | 15.623204089147400 |
| 2009-02-01 | 14.816621721209000 |
| 2009-03-01 | 14.524311897635501 |
| 2009-04-01 | 14.575154780118700 |
| 2009-05-01 | 14.382059112947500 |
| 2009-06-01 | 14.525834237709200 |
| 2009-07-01 | 14.989153966749498 |
| 2009-08-01 | 14.693131779262302 |
| 2009-09-01 | 14.795057669836800 |
| 2009-10-01 | 14.871007350395300 |
| 2009-11-01 | 14.910923636235099 |
| 2009-12-01 | 15.343956361664500 |
| 2010-01-01 | 14.100243995761900 |
| 2010-02-01 | 14.726491841900401 |
| 2010-03-01 | 14.597085509432300 |
| 2010-04-01 | 15.313279762001500 |
| 2010-05-01 | 15.360631051554101 |
| 2010-06-01 | 15.544193423064598 |
| 2010-07-01 | 15.600199069670598 |
| 2010-08-01 | 15.777147525630600 |
| 2010-09-01 | 15.681313712535300 |
| 2010-10-01 | 15.827971770738099 |
| 2010-11-01 | 16.186800676637300 |
| 2010-12-01 | 16.256878215937900 |
| 2011-01-01 | 16.182045876457100 |
| 2011-02-01 | 16.577462258430400 |
| 2011-03-01 | 16.563613615112300 |
| 2011-04-01 | 16.975097694699500 |
| 2011-05-01 | 16.908999636934800 |
| 2011-06-01 | 17.049575841586900 |
| 2011-07-01 | 17.035801425223700 |
| 2011-08-01 | 16.664861034216003 |
| 2011-09-01 | 17.061387250136303 |
| 2011-10-01 | 17.325720772662600 |
| 2011-11-01 | 17.211175461488000 |
| 2011-12-01 | 17.275757447022702 |
| 2012-01-01 | 17.864608679310997 |
| 2012-02-01 | 17.668335183953700 |
| 2012-03-01 | 17.863940440404500 |
| 2012-04-01 | 17.729331154557000 |
| 2012-05-01 | 17.905923762193800 |
| 2012-06-01 | 17.937855993654200 |
| 2012-07-01 | 17.857078172393898 |
| 2012-08-01 | 18.351570940592502 |
| 2012-09-01 | 18.829333123848000 |
| 2012-10-01 | 19.540042694251500 |
| 2012-11-01 | 19.842513151276500 |
| 2012-12-01 | 20.261714863784700 |
| 2013-01-01 | 20.058047325491700 |
| 2013-02-01 | 19.998407502135100 |
| 2013-03-01 | 19.611908833123600 |
| 2013-04-01 | 19.593184684763802 |
| 2013-05-01 | 19.826306693743000 |
| 2013-06-01 | 19.402813689281000 |
| 2013-07-01 | 19.761954379864400 |
| 2013-08-01 | 19.919426442816103 |
| 2013-09-01 | 20.003354073996398 |
| 2013-10-01 | 19.847911591657000 |
| 2013-11-01 | 19.763342405890300 |
| 2013-12-01 | 19.306829065745603 |
| 2014-01-01 | 20.194955058415200 |
| 2014-02-01 | 20.600386709553600 |
| 2014-03-01 | 20.626753052106302 |
| 2014-04-01 | 20.859796970018500 |
| 2014-05-01 | 21.657525522969700 |
| 2014-06-01 | 20.935587839519100 |
| 2014-07-01 | 20.507500023930000 |
| 2014-08-01 | 20.885829786460200 |
| 2014-09-01 | 20.675520829402600 |
| 2014-10-01 | 20.308044995710500 |
| 2014-11-01 | 20.570229641068500 |
| 2014-12-01 | 20.701182121644400 |
| 2015-01-01 | 20.440093461219500 |
| 2015-02-01 | 20.617227145890600 |
| 2015-03-01 | 21.161581252403103 |
| 2015-04-01 | 22.215020577568303 |
| 2015-05-01 | 21.420521665725900 |
| 2015-06-01 | 21.541470698612900 |
| 2015-07-01 | 21.660882455282803 |
| 2015-08-01 | 21.624720064278396 |
| 2015-09-01 | 21.857383855318500 |
| 2015-10-01 | 21.620134322654600 |
| 2015-11-01 | 22.114154907924103 |
| 2015-12-01 | 22.151013396328500 |
| 2016-01-01 | 23.111499028069700 |
| 2016-02-01 | 23.148543351376800 |
| 2016-03-01 | 23.245890237678900 |
| 2016-04-01 | 23.495105602273604 |
| 2016-05-01 | 23.322787915313395 |
| 2016-06-01 | 23.623675876147104 |
| 2016-07-01 | 24.138197193944300 |
| 2016-08-01 | 24.174102210443397 |
| 2016-09-01 | 24.414259927105398 |
| 2016-10-01 | 24.730248483265800 |
| 2016-11-01 | 25.108893284369003 |
| 2016-12-01 | 24.937373947263602 |
| 2017-01-01 | 25.635947656685800 |
| 2017-02-01 | 25.955799070083103 |
| 2017-03-01 | 26.503115109432997 |
| 2017-04-01 | 26.085478761192302 |
| 2017-05-01 | 26.290004073569100 |
| 2017-06-01 | 26.166460481257300 |
| 2017-07-01 | 26.461868474906996 |
| 2017-08-01 | 25.462289371568400 |
| 2017-09-01 | 25.336794210793098 |
| 2017-10-01 | 25.510135584921000 |
| 2017-11-01 | 24.552748082466103 |
| 2017-12-01 | 24.499871854379800 |
| 2018-01-01 | 24.293974130422600 |
| 2018-02-01 | 24.240005643110500 |
| 2018-03-01 | 24.331742709057103 |
| 2018-04-01 | 24.940357205548395 |
| 2018-05-01 | 25.254958137936500 |
| 2018-06-01 | 25.530836530793902 |
| 2018-07-01 | 25.521671816930102 |
| 2018-08-01 | 25.993247358941000 |
| 2018-09-01 | 26.454367557077700 |
| 2018-10-01 | 25.156651876072697 |
| 2018-11-01 | 25.348812826841000 |
| 2018-12-01 | 25.795462617512197 |
| 2019-01-01 | 24.679658746025700 |
| 2019-02-01 | 24.330369463628500 |
| 2019-03-01 | 24.529686352097300 |
| 2019-04-01 | 24.596264260731697 |
| 2019-05-01 | 24.842780384792200 |
| 2019-06-01 | 25.545562803460100 |
| 2019-07-01 | 25.005403115062798 |
| 2019-08-01 | 25.020667902533802 |
| 2019-09-01 | 25.219765244350300 |
| 2019-10-01 | 24.917320433688502 |
| 2019-11-01 | 25.226670269011002 |
| 2019-12-01 | 25.509542633683800 |
| 2020-01-01 | 25.592014126034798 |
| 2020-02-01 | 25.662812163093200 |
| 2020-03-01 | 25.314007468557000 |
| 2020-04-01 | 19.727145220508000 |
| 2020-05-01 | 19.338719767818100 |
| 2020-06-01 | 19.285139109797200 |
| 2020-07-01 | 19.684482622862397 |
| 2020-08-01 | 19.808292320053700 |
| 2020-09-01 | 19.612585209938500 |
| 2020-10-01 | 20.697160930810398 |
| 2020-11-01 | 20.930369977748900 |
| 2020-12-01 | 21.093264160309800 |
| 2021-01-01 | 21.179901110579700 |
| 2021-02-01 | 21.669367790949696 |
| 2021-03-01 | 21.700010244800502 |
| 2021-04-01 | 21.769878499111300 |
| 2021-05-01 | 22.904758808434302 |
| 2021-06-01 | 22.132730390735997 |
| 2021-07-01 | 22.111712732657498 |
| 2021-08-01 | 21.803261851461702 |
| 2021-09-01 | 22.086623259059700 |
| 2021-10-01 | 23.265623901447395 |
| 2021-11-01 | 24.349510047782896 |
| 2021-12-01 | 23.129442613110700 |
| 2022-01-01 | 23.337989384692197 |
| 2022-02-01 | 23.149387611589898 |
| 2022-03-01 | 22.848235223608604 |
| 2022-04-01 | 21.496666078932800 |
| 2022-05-01 | 22.043188976494600 |
| 2022-06-01 | 22.157619263728600 |
| 2022-07-01 | 21.584660082987500 |
| 2022-08-01 | 21.124731131489600 |
| 2022-09-01 | 20.499433909779100 |
| 2022-10-01 | 20.297782175637000 |
| 2022-11-01 | 19.558521533643898 |
| 2022-12-01 | 19.252571053901600 |
| 2023-01-01 | 18.862155496595400 |
| 2023-02-01 | 18.550828965368500 |
| 2023-03-01 | 18.452614290744698 |
| 2023-04-01 | 18.684483822947200 |
| 2023-05-01 | 18.140764890345600 |
| 2023-06-01 | 17.970335925933500 |
| 2023-07-01 | 18.118353050773500 |
| 2023-08-01 | 17.847560934797100 |
| 2023-09-01 | 17.928738396554802 |
| 2023-10-01 | 17.444792339816200 |
| 2023-11-01 | 17.708386194429500 |
| 2023-12-01 | 17.406526297578100 |
| 2024-01-01 | 17.307475847285097 |
| 2024-02-01 | 17.354158998132700 |
| 2024-03-01 | 17.114078626542600 |
| 2024-04-01 | 17.168467832592000 |
| 2024-05-01 | 17.474799915361302 |
| 2024-06-01 | 17.185652936171000 |
| 2024-07-01 | 17.497249793075300 |
| 2024-08-01 | 17.555693582652600 |
| 2024-09-01 | 17.416206430604202 |
| 2024-10-01 | 16.921143736458003 |
| 2024-11-01 | 17.312202898445900 |
| 2024-12-01 | 17.403808018528302 |
| 2025-01-01 | 17.409352438902600 |
| 2025-02-01 | 17.268298839508900 |
| 2025-03-01 | 17.312345308886400 |
| 2025-04-01 | 17.064970259633600 |
| 2025-05-01 | 16.932665505082500 |
| 2025-06-01 | 16.594120007988700 |
| 2025-07-01 | 16.274946211365800 |
| 2025-08-01 | 16.172897123180000 |