Table Data - All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Oakland-Hayward-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Oakland-Hayward-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846054000001SA |
| 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 2024-10-01 |
| Last Updated | 2024-11-20 5:55 AM CST |
| 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 | 43.843792073179700 |
| 1990-02-01 | 43.848110780019500 |
| 1990-03-01 | 44.211519915398900 |
| 1990-04-01 | 44.710720899593500 |
| 1990-05-01 | 44.915456418431100 |
| 1990-06-01 | 45.578649974250100 |
| 1990-07-01 | 44.802481915590200 |
| 1990-08-01 | 45.044326458260606 |
| 1990-09-01 | 45.289087206621396 |
| 1990-10-01 | 47.610051690277500 |
| 1990-11-01 | 47.674167084305600 |
| 1990-12-01 | 47.961227821590796 |
| 1991-01-01 | 47.571664489267210 |
| 1991-02-01 | 47.928123706080210 |
| 1991-03-01 | 47.892651457693100 |
| 1991-04-01 | 48.334886171070610 |
| 1991-05-01 | 48.439606762686900 |
| 1991-06-01 | 48.673865645013200 |
| 1991-07-01 | 48.782182086577905 |
| 1991-08-01 | 48.512104623087700 |
| 1991-09-01 | 48.371405034246905 |
| 1991-10-01 | 48.539290125934900 |
| 1991-11-01 | 48.671420654213705 |
| 1991-12-01 | 48.564689802653206 |
| 1992-01-01 | 48.923025315265800 |
| 1992-02-01 | 48.630654265545500 |
| 1992-03-01 | 48.770544624743394 |
| 1992-04-01 | 49.663750049846300 |
| 1992-05-01 | 48.959059853630100 |
| 1992-06-01 | 48.851763794100705 |
| 1992-07-01 | 48.819962219397900 |
| 1992-08-01 | 48.857424274403290 |
| 1992-09-01 | 49.164555962663606 |
| 1992-10-01 | 49.490722818218900 |
| 1992-11-01 | 49.245227602630300 |
| 1992-12-01 | 49.281484842998196 |
| 1993-01-01 | 49.983379193231500 |
| 1993-02-01 | 49.790391108155300 |
| 1993-03-01 | 49.665812312935800 |
| 1993-04-01 | 48.975450679856394 |
| 1993-05-01 | 49.078639462099400 |
| 1993-06-01 | 48.799750709608404 |
| 1993-07-01 | 48.528262381224790 |
| 1993-08-01 | 49.381089593209400 |
| 1993-09-01 | 49.436211594926010 |
| 1993-10-01 | 49.963559164834800 |
| 1993-11-01 | 50.036088425543010 |
| 1993-12-01 | 51.005582064047100 |
| 1994-01-01 | 49.867120965762396 |
| 1994-02-01 | 50.182260586517900 |
| 1994-03-01 | 49.789963569765300 |
| 1994-04-01 | 48.558420445965794 |
| 1994-05-01 | 48.854560732317890 |
| 1994-06-01 | 48.935603516279706 |
| 1994-07-01 | 48.613690948337300 |
| 1994-08-01 | 48.505161762402900 |
| 1994-09-01 | 48.443079382495604 |
| 1994-10-01 | 47.750909756602496 |
| 1994-11-01 | 47.828331175252100 |
| 1994-12-01 | 48.110724694765000 |
| 1995-01-01 | 48.636712876374800 |
| 1995-02-01 | 48.998537700637100 |
| 1995-03-01 | 49.060327220270300 |
| 1995-04-01 | 50.786410921796500 |
| 1995-05-01 | 51.726439756588110 |
| 1995-06-01 | 52.224075027064800 |
| 1995-07-01 | 52.623761717979300 |
| 1995-08-01 | 52.853208518409296 |
| 1995-09-01 | 52.950994098293100 |
| 1995-10-01 | 50.550121843210400 |
| 1995-11-01 | 51.063450608772300 |
| 1995-12-01 | 51.399421078733400 |
| 1996-01-01 | 50.096437306364300 |
| 1996-02-01 | 50.093592577620300 |
| 1996-03-01 | 50.058948560735104 |
| 1996-04-01 | 48.668803735391100 |
| 1996-05-01 | 49.547308764483700 |
| 1996-06-01 | 49.792670144410600 |
| 1996-07-01 | 50.254190690902300 |
| 1996-08-01 | 50.457503268355104 |
| 1996-09-01 | 50.650399263992796 |
| 1996-10-01 | 51.232070965291700 |
| 1996-11-01 | 50.818842888735000 |
| 1996-12-01 | 50.977781560567600 |
| 1997-01-01 | 51.294434341534500 |
| 1997-02-01 | 51.939166331028700 |
| 1997-03-01 | 52.333748951849500 |
| 1997-04-01 | 52.940534777196000 |
| 1997-05-01 | 53.365048401753300 |
| 1997-06-01 | 53.247888674959300 |
| 1997-07-01 | 53.743232525422600 |
| 1997-08-01 | 53.916947367349394 |
| 1997-09-01 | 54.304055877936400 |
| 1997-10-01 | 54.583635978345900 |
| 1997-11-01 | 55.014287888422500 |
| 1997-12-01 | 55.460704785489100 |
| 1998-01-01 | 55.851109801064100 |
| 1998-02-01 | 55.790066675556710 |
| 1998-03-01 | 55.958723876399795 |
| 1998-04-01 | 56.329834070606600 |
| 1998-05-01 | 56.366231088985394 |
| 1998-06-01 | 57.026395287283110 |
| 1998-07-01 | 57.187737638757300 |
| 1998-08-01 | 57.711817546121104 |
| 1998-09-01 | 58.218676296775800 |
| 1998-10-01 | 58.417691883504400 |
| 1998-11-01 | 58.820766125303900 |
| 1998-12-01 | 59.018449395300600 |
| 1999-01-01 | 58.973685217816710 |
| 1999-02-01 | 59.370347890522794 |
| 1999-03-01 | 59.409584525380900 |
| 1999-04-01 | 59.969866117931794 |
| 1999-05-01 | 60.324993218020600 |
| 1999-06-01 | 60.616698044616390 |
| 1999-07-01 | 61.081615791794500 |
| 1999-08-01 | 61.307172812292606 |
| 1999-09-01 | 61.601031235543500 |
| 1999-10-01 | 62.266983625711300 |
| 1999-11-01 | 62.517615233334000 |
| 1999-12-01 | 63.166772448802010 |
| 2000-01-01 | 64.483121724473000 |
| 2000-02-01 | 64.626571768536210 |
| 2000-03-01 | 65.517326133852990 |
| 2000-04-01 | 66.748217019199900 |
| 2000-05-01 | 67.313584773581300 |
| 2000-06-01 | 67.863375809937500 |
| 2000-07-01 | 67.979388452592400 |
| 2000-08-01 | 68.877004186167200 |
| 2000-09-01 | 69.460946777644990 |
| 2000-10-01 | 70.321924206278600 |
| 2000-11-01 | 70.976818186829500 |
| 2000-12-01 | 71.514109587425000 |
| 2001-01-01 | 72.370687807374300 |
| 2001-02-01 | 72.195850127140200 |
| 2001-03-01 | 72.181903686365200 |
| 2001-04-01 | 72.389785400851100 |
| 2001-05-01 | 72.257857876418100 |
| 2001-06-01 | 72.365757708999500 |
| 2001-07-01 | 72.050943371442700 |
| 2001-08-01 | 71.921042302698710 |
| 2001-09-01 | 71.651175544186100 |
| 2001-10-01 | 71.677111132372800 |
| 2001-11-01 | 71.299766427343200 |
| 2001-12-01 | 71.275821497802200 |
| 2002-01-01 | 70.855657346578410 |
| 2002-02-01 | 70.981591311349900 |
| 2002-03-01 | 70.887135490103800 |
| 2002-04-01 | 70.334973648730600 |
| 2002-05-01 | 70.227183508051700 |
| 2002-06-01 | 70.007063984501300 |
| 2002-07-01 | 69.702946937956500 |
| 2002-08-01 | 69.538050271768500 |
| 2002-09-01 | 69.386860740620600 |
| 2002-10-01 | 68.517988285828600 |
| 2002-11-01 | 68.588320028040800 |
| 2002-12-01 | 68.343320905742900 |
| 2003-01-01 | 68.069969888012710 |
| 2003-02-01 | 67.903525592814700 |
| 2003-03-01 | 68.410850597700800 |
| 2003-04-01 | 67.898271211197200 |
| 2003-05-01 | 67.831226852157400 |
| 2003-06-01 | 67.853662521242400 |
| 2003-07-01 | 68.129844624608610 |
| 2003-08-01 | 68.622914541458400 |
| 2003-09-01 | 68.753977957572300 |
| 2003-10-01 | 69.047150798589200 |
| 2003-11-01 | 69.451021130633900 |
| 2003-12-01 | 69.630096686215110 |
| 2004-01-01 | 70.032330341950500 |
| 2004-02-01 | 69.943350018158400 |
| 2004-03-01 | 70.103664029746100 |
| 2004-04-01 | 69.745723503983900 |
| 2004-05-01 | 69.937491214789900 |
| 2004-06-01 | 70.011796041292500 |
| 2004-07-01 | 70.410041499812500 |
| 2004-08-01 | 69.977500583109200 |
| 2004-09-01 | 70.421312166346300 |
| 2004-10-01 | 70.532007674349200 |
| 2004-11-01 | 70.689727040464000 |
| 2004-12-01 | 71.049566449269590 |
| 2005-01-01 | 71.527731098720510 |
| 2005-02-01 | 71.510432914110400 |
| 2005-03-01 | 71.529252484855700 |
| 2005-04-01 | 72.192190562025300 |
| 2005-05-01 | 72.436435678873300 |
| 2005-06-01 | 72.486650090874700 |
| 2005-07-01 | 72.052690501574300 |
| 2005-08-01 | 72.013860976470500 |
| 2005-09-01 | 72.483118856389000 |
| 2005-10-01 | 72.675288265267100 |
| 2005-11-01 | 72.928103060083290 |
| 2005-12-01 | 73.073922299522300 |
| 2006-01-01 | 72.932328444298700 |
| 2006-02-01 | 73.300800921587710 |
| 2006-03-01 | 73.837972724311710 |
| 2006-04-01 | 73.809148122401710 |
| 2006-05-01 | 73.808627279792800 |
| 2006-06-01 | 74.157557020269410 |
| 2006-07-01 | 73.988321206841200 |
| 2006-08-01 | 74.242397686700300 |
| 2006-09-01 | 74.175742410815900 |
| 2006-10-01 | 73.669166391813700 |
| 2006-11-01 | 73.538432641940700 |
| 2006-12-01 | 73.505676464376700 |
| 2007-01-01 | 73.160393178276590 |
| 2007-02-01 | 73.840329395207800 |
| 2007-03-01 | 74.457511702053080 |
| 2007-04-01 | 73.412835053242290 |
| 2007-05-01 | 73.664591797191200 |
| 2007-06-01 | 73.830989075364200 |
| 2007-07-01 | 74.426238205542590 |
| 2007-08-01 | 74.160550252105600 |
| 2007-09-01 | 74.148475939903490 |
| 2007-10-01 | 81.647802500082700 |
| 2007-11-01 | 81.839185401411410 |
| 2007-12-01 | 81.850942222384200 |
| 2008-01-01 | 82.687620205584200 |
| 2008-02-01 | 82.428498574978100 |
| 2008-03-01 | 82.509353500575900 |
| 2008-04-01 | 82.594362941648700 |
| 2008-05-01 | 82.480724475499200 |
| 2008-06-01 | 82.313177627731400 |
| 2008-07-01 | 82.749889241853410 |
| 2008-08-01 | 82.978411070020000 |
| 2008-09-01 | 82.926763692128900 |
| 2008-10-01 | 82.834936759202500 |
| 2008-11-01 | 82.216936538497900 |
| 2008-12-01 | 82.635502231032000 |
| 2009-01-01 | 82.496524102010910 |
| 2009-02-01 | 81.558180873863210 |
| 2009-03-01 | 80.858898124440600 |
| 2009-04-01 | 78.153119354706790 |
| 2009-05-01 | 77.955981102291200 |
| 2009-06-01 | 77.688217116295300 |
| 2009-07-01 | 77.287959744315200 |
| 2009-08-01 | 77.017796609277910 |
| 2009-09-01 | 76.782328159692600 |
| 2009-10-01 | 77.235172871310210 |
| 2009-11-01 | 77.410716722236200 |
| 2009-12-01 | 77.532127121511300 |
| 2010-01-01 | 77.810859929562600 |
| 2010-02-01 | 77.880192353718000 |
| 2010-03-01 | 78.303689930619600 |
| 2010-04-01 | 78.622044981125200 |
| 2010-05-01 | 78.683358832984800 |
| 2010-06-01 | 78.918221917708100 |
| 2010-07-01 | 78.842637546058900 |
| 2010-08-01 | 78.886959777061700 |
| 2010-09-01 | 79.659497079603000 |
| 2010-10-01 | 78.956576623156700 |
| 2010-11-01 | 79.022020654468400 |
| 2010-12-01 | 78.839104280621600 |
| 2011-01-01 | 78.826196138970800 |
| 2011-02-01 | 78.781342938324600 |
| 2011-03-01 | 79.192629560803400 |
| 2011-04-01 | 79.522431056570700 |
| 2011-05-01 | 79.601636177567500 |
| 2011-06-01 | 79.806845161686500 |
| 2011-07-01 | 80.607707099939400 |
| 2011-08-01 | 80.777366303797790 |
| 2011-09-01 | 81.142044113802600 |
| 2011-10-01 | 80.697011879181090 |
| 2011-11-01 | 80.447639365436790 |
| 2011-12-01 | 81.344432260554410 |
| 2012-01-01 | 81.847841201665500 |
| 2012-02-01 | 82.131566461025410 |
| 2012-03-01 | 82.355006690486010 |
| 2012-04-01 | 83.175557298492700 |
| 2012-05-01 | 83.445039356781500 |
| 2012-06-01 | 83.498158845504290 |
| 2012-07-01 | 83.626066809477500 |
| 2012-08-01 | 83.951235141727410 |
| 2012-09-01 | 84.457476412318100 |
| 2012-10-01 | 84.641779375430100 |
| 2012-11-01 | 84.598846471877690 |
| 2012-12-01 | 84.312050590494100 |
| 2013-01-01 | 84.063379139758100 |
| 2013-02-01 | 84.265931411101900 |
| 2013-03-01 | 84.131382608019900 |
| 2013-04-01 | 83.744450141973900 |
| 2013-05-01 | 83.821794798016200 |
| 2013-06-01 | 83.799115991758090 |
| 2013-07-01 | 83.615738471093600 |
| 2013-08-01 | 83.821853375324900 |
| 2013-09-01 | 83.969825716509200 |
| 2013-10-01 | 84.363096870979200 |
| 2013-11-01 | 84.540867455020800 |
| 2013-12-01 | 85.838497838006400 |
| 2014-01-01 | 85.815395740018700 |
| 2014-02-01 | 85.998350287117720 |
| 2014-03-01 | 86.433660017151800 |
| 2014-04-01 | 86.231132529994700 |
| 2014-05-01 | 86.652339367393800 |
| 2014-06-01 | 86.782100869257500 |
| 2014-07-01 | 85.376737701297900 |
| 2014-08-01 | 86.052703917184290 |
| 2014-09-01 | 85.981607682187500 |
| 2014-10-01 | 85.984045991442580 |
| 2014-11-01 | 86.312726520009500 |
| 2014-12-01 | 86.117133984575290 |
| 2015-01-01 | 86.783617390001910 |
| 2015-02-01 | 86.968143795635090 |
| 2015-03-01 | 87.037194916231100 |
| 2015-04-01 | 87.312133879697710 |
| 2015-05-01 | 87.504491090949710 |
| 2015-06-01 | 87.364235386475500 |
| 2015-07-01 | 88.398308110819580 |
| 2015-08-01 | 88.880091245804700 |
| 2015-09-01 | 88.878085790546920 |
| 2015-10-01 | 89.304027304969500 |
| 2015-11-01 | 89.399761898922400 |
| 2015-12-01 | 89.900604835987000 |
| 2016-01-01 | 89.774942596065290 |
| 2016-02-01 | 89.935553249369100 |
| 2016-03-01 | 89.828157460444300 |
| 2016-04-01 | 90.984565488097910 |
| 2016-05-01 | 90.762009083514900 |
| 2016-06-01 | 90.158303618892090 |
| 2016-07-01 | 91.212562522979910 |
| 2016-08-01 | 91.162920971242000 |
| 2016-09-01 | 91.591765154343420 |
| 2016-10-01 | 92.068330956882200 |
| 2016-11-01 | 91.931169560994920 |
| 2016-12-01 | 91.144808978698010 |
| 2017-01-01 | 90.981264096661090 |
| 2017-02-01 | 90.972595128585000 |
| 2017-03-01 | 91.003361626357700 |
| 2017-04-01 | 91.456370547607290 |
| 2017-05-01 | 91.351459220166800 |
| 2017-06-01 | 92.041470873175090 |
| 2017-07-01 | 91.972594221950490 |
| 2017-08-01 | 92.494258869195290 |
| 2017-09-01 | 92.944054513366410 |
| 2017-10-01 | 93.032758888400210 |
| 2017-11-01 | 93.576314852451920 |
| 2017-12-01 | 94.185025881436000 |
| 2018-01-01 | 94.774061892561590 |
| 2018-02-01 | 95.177312949475990 |
| 2018-03-01 | 95.931794111792300 |
| 2018-04-01 | 96.311566916216400 |
| 2018-05-01 | 96.595234641981600 |
| 2018-06-01 | 96.910090432603800 |
| 2018-07-01 | 97.816536240299410 |
| 2018-08-01 | 97.860016386713510 |
| 2018-09-01 | 98.255029053304410 |
| 2018-10-01 | 98.519736899050780 |
| 2018-11-01 | 98.222383809914200 |
| 2018-12-01 | 98.706062593892900 |
| 2019-01-01 | 99.231875919114400 |
| 2019-02-01 | 99.657467517966810 |
| 2019-03-01 | 99.903604609409800 |
| 2019-04-01 | 99.859192678735600 |
| 2019-05-01 | 100.213259928391990 |
| 2019-06-01 | 100.555234030785000 |
| 2019-07-01 | 101.237505232033000 |
| 2019-08-01 | 101.697076072017000 |
| 2019-09-01 | 101.466956937802000 |
| 2019-10-01 | 101.518428139387000 |
| 2019-11-01 | 102.049812944349000 |
| 2019-12-01 | 102.209947869527000 |
| 2020-01-01 | 102.069550771747000 |
| 2020-02-01 | 102.535760550112000 |
| 2020-03-01 | 102.069974687507000 |
| 2020-04-01 | 95.972862665354280 |
| 2020-05-01 | 96.849337546927700 |
| 2020-06-01 | 97.294455848712790 |
| 2020-07-01 | 96.903281963942790 |
| 2020-08-01 | 97.124321862901000 |
| 2020-09-01 | 97.165583839913410 |
| 2020-10-01 | 98.162090672139700 |
| 2020-11-01 | 98.360403974570900 |
| 2020-12-01 | 99.169249592137300 |
| 2021-01-01 | 99.811862157867700 |
| 2021-02-01 | 99.919121524839800 |
| 2021-03-01 | 100.769837998337990 |
| 2021-04-01 | 101.685836507438000 |
| 2021-05-01 | 101.789937461889990 |
| 2021-06-01 | 101.703541193279000 |
| 2021-07-01 | 102.392544148498000 |
| 2021-08-01 | 102.667840957267000 |
| 2021-09-01 | 103.073214847457010 |
| 2021-10-01 | 104.133329922025000 |
| 2021-11-01 | 104.579779522682000 |
| 2021-12-01 | 104.429413101012000 |
| 2022-01-01 | 105.239236816969000 |
| 2022-02-01 | 105.749502324290000 |
| 2022-03-01 | 106.294703804672000 |
| 2022-04-01 | 106.176477434333000 |
| 2022-05-01 | 105.759387593953990 |
| 2022-06-01 | 106.421494242691990 |
| 2022-07-01 | 106.051246007003000 |
| 2022-08-01 | 106.280179080973000 |
| 2022-09-01 | 106.636443143577000 |
| 2022-10-01 | 106.228278533253000 |
| 2022-11-01 | 106.194426842906000 |
| 2022-12-01 | 105.932596025013010 |
| 2023-01-01 | 104.956439152777010 |
| 2023-02-01 | 104.879887819414010 |
| 2023-03-01 | 104.618999317069000 |
| 2023-04-01 | 104.684189131423000 |
| 2023-05-01 | 104.555046871738000 |
| 2023-06-01 | 104.742095740284000 |
| 2023-07-01 | 104.783224892328000 |
| 2023-08-01 | 104.883103911924000 |
| 2023-09-01 | 104.645715640105990 |
| 2023-10-01 | 104.825382387857000 |
| 2023-11-01 | 104.926663430047000 |
| 2023-12-01 | 105.869193617721010 |
| 2024-01-01 | 106.570923699713000 |
| 2024-02-01 | 106.108378987244000 |
| 2024-03-01 | 106.140739225250000 |
| 2024-04-01 | 105.795072493005010 |
| 2024-05-01 | 106.760723331051990 |
| 2024-06-01 | 106.699473449492000 |
| 2024-07-01 | 106.672938284803010 |
| 2024-08-01 | 106.655215949550990 |
| 2024-09-01 | 106.891672850492000 |
| 2024-10-01 | 106.309520741267000 |
