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 2024-12-01 |
| Last Updated | 2025-01-29 6:19 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 | 43.830438375582000 |
| 1990-02-01 | 43.842168661861800 |
| 1990-03-01 | 44.210441855479790 |
| 1990-04-01 | 44.712373500355504 |
| 1990-05-01 | 44.919839179889600 |
| 1990-06-01 | 45.586650990198000 |
| 1990-07-01 | 44.817701712551100 |
| 1990-08-01 | 45.065581328195800 |
| 1990-09-01 | 45.319332571910710 |
| 1990-10-01 | 47.583327390672800 |
| 1990-11-01 | 47.654573313482100 |
| 1990-12-01 | 47.946823893995100 |
| 1991-01-01 | 47.558721108391104 |
| 1991-02-01 | 47.922617827812900 |
| 1991-03-01 | 47.891798915686600 |
| 1991-04-01 | 48.336806664364700 |
| 1991-05-01 | 48.443899862716100 |
| 1991-06-01 | 48.681716692434800 |
| 1991-07-01 | 48.797348751541390 |
| 1991-08-01 | 48.531778458565600 |
| 1991-09-01 | 48.398404112977500 |
| 1991-10-01 | 48.515229047846100 |
| 1991-11-01 | 48.653065675499500 |
| 1991-12-01 | 48.550501571275504 |
| 1992-01-01 | 48.910813085968200 |
| 1992-02-01 | 48.625686449012000 |
| 1992-03-01 | 48.770020256660790 |
| 1992-04-01 | 49.665865983612605 |
| 1992-05-01 | 48.963351933859700 |
| 1992-06-01 | 48.859443504744400 |
| 1992-07-01 | 48.834727367107110 |
| 1992-08-01 | 48.874361136530300 |
| 1992-09-01 | 49.186140795357296 |
| 1992-10-01 | 49.470775796393600 |
| 1992-11-01 | 49.228891145467900 |
| 1992-12-01 | 49.268308440018900 |
| 1993-01-01 | 49.972281740233896 |
| 1993-02-01 | 49.785795158283300 |
| 1993-03-01 | 49.665329938433500 |
| 1993-04-01 | 48.977477817305200 |
| 1993-05-01 | 49.083145616867895 |
| 1993-06-01 | 48.807398785354200 |
| 1993-07-01 | 48.542143706610204 |
| 1993-08-01 | 49.396034319559895 |
| 1993-09-01 | 49.454167034033300 |
| 1993-10-01 | 49.944653929462900 |
| 1993-11-01 | 50.021780953322605 |
| 1993-12-01 | 50.994034310442000 |
| 1994-01-01 | 49.857022930033910 |
| 1994-02-01 | 50.178089686277800 |
| 1994-03-01 | 49.789761659196800 |
| 1994-04-01 | 48.560417487952700 |
| 1994-05-01 | 48.859237458724200 |
| 1994-06-01 | 48.943028050656004 |
| 1994-07-01 | 48.626655242610100 |
| 1994-08-01 | 48.518318907661500 |
| 1994-09-01 | 48.458675441061400 |
| 1994-10-01 | 47.731723222368790 |
| 1994-11-01 | 47.815686530808400 |
| 1994-12-01 | 48.100804357751500 |
| 1995-01-01 | 48.628165452406600 |
| 1995-02-01 | 48.994772287316400 |
| 1995-03-01 | 49.060223416762300 |
| 1995-04-01 | 50.788343443382900 |
| 1995-05-01 | 51.731161108085395 |
| 1995-06-01 | 52.231176788914300 |
| 1995-07-01 | 52.635079044209700 |
| 1995-08-01 | 52.865525908613100 |
| 1995-09-01 | 52.966269343789605 |
| 1995-10-01 | 50.529249644527700 |
| 1995-11-01 | 51.051944523254100 |
| 1995-12-01 | 51.391077654549896 |
| 1996-01-01 | 50.089546234600000 |
| 1996-02-01 | 50.090369132389500 |
| 1996-03-01 | 50.059217565822490 |
| 1996-04-01 | 48.670742108718200 |
| 1996-05-01 | 49.551739808038995 |
| 1996-06-01 | 49.798983628874396 |
| 1996-07-01 | 50.263371690663010 |
| 1996-08-01 | 50.468530982663710 |
| 1996-09-01 | 50.664983352537604 |
| 1996-10-01 | 51.211453915921600 |
| 1996-11-01 | 50.808381161550890 |
| 1996-12-01 | 50.971132587841100 |
| 1997-01-01 | 51.289345773606800 |
| 1997-02-01 | 51.936816744515300 |
| 1997-03-01 | 52.334557701332210 |
| 1997-04-01 | 52.942678770431800 |
| 1997-05-01 | 53.368843357298005 |
| 1997-06-01 | 53.252905376600600 |
| 1997-07-01 | 53.749873860860400 |
| 1997-08-01 | 53.925084046876200 |
| 1997-09-01 | 54.314213927524605 |
| 1997-10-01 | 54.567651095036300 |
| 1997-11-01 | 55.006924701514210 |
| 1997-12-01 | 55.456122601995300 |
| 1998-01-01 | 55.847401494176700 |
| 1998-02-01 | 55.788819662750900 |
| 1998-03-01 | 55.959821355674706 |
| 1998-04-01 | 56.331786739565400 |
| 1998-05-01 | 56.368853191424290 |
| 1998-06-01 | 57.029581556201800 |
| 1998-07-01 | 57.192057434842600 |
| 1998-08-01 | 57.716354796227210 |
| 1998-09-01 | 58.223875851448500 |
| 1998-10-01 | 58.408315205187600 |
| 1998-11-01 | 58.816548838425796 |
| 1998-12-01 | 59.015703042007210 |
| 1999-01-01 | 58.971401409362600 |
| 1999-02-01 | 59.370022069893800 |
| 1999-03-01 | 59.410592521431400 |
| 1999-04-01 | 59.971489033601800 |
| 1999-05-01 | 60.326412833397505 |
| 1999-06-01 | 60.618258783275300 |
| 1999-07-01 | 61.083984985944700 |
| 1999-08-01 | 61.308451383205500 |
| 1999-09-01 | 61.601374116846900 |
| 1999-10-01 | 62.264497483714600 |
| 1999-11-01 | 62.516101576206104 |
| 1999-12-01 | 63.165317780993100 |
| 2000-01-01 | 64.481871557807990 |
| 2000-02-01 | 64.626730144200110 |
| 2000-03-01 | 65.518080814392300 |
| 2000-04-01 | 66.749261572727390 |
| 2000-05-01 | 67.314210678649900 |
| 2000-06-01 | 67.863755025635300 |
| 2000-07-01 | 67.980145525019800 |
| 2000-08-01 | 68.876677843564790 |
| 2000-09-01 | 69.460301956768800 |
| 2000-10-01 | 70.322115015323900 |
| 2000-11-01 | 70.976088243013410 |
| 2000-12-01 | 71.513635321189600 |
| 2001-01-01 | 72.370062127147800 |
| 2001-02-01 | 72.196271895081000 |
| 2001-03-01 | 72.182797100122300 |
| 2001-04-01 | 72.390676175365410 |
| 2001-05-01 | 72.258266328935900 |
| 2001-06-01 | 72.365817917236000 |
| 2001-07-01 | 72.051414699710800 |
| 2001-08-01 | 71.917624434447590 |
| 2001-09-01 | 71.650807479423800 |
| 2001-10-01 | 71.678334083304300 |
| 2001-11-01 | 71.299687933772000 |
| 2001-12-01 | 71.275845059238400 |
| 2002-01-01 | 70.855361171880400 |
| 2002-02-01 | 70.982170068974100 |
| 2002-03-01 | 70.889093886933600 |
| 2002-04-01 | 70.336022122878200 |
| 2002-05-01 | 70.227122164740890 |
| 2002-06-01 | 70.007515337082210 |
| 2002-07-01 | 69.703437935847600 |
| 2002-08-01 | 69.529495716264490 |
| 2002-09-01 | 69.387438207447100 |
| 2002-10-01 | 68.520246743016300 |
| 2002-11-01 | 68.589114893496290 |
| 2002-12-01 | 68.343971419746710 |
| 2003-01-01 | 68.070289366568100 |
| 2003-02-01 | 67.904479932910790 |
| 2003-03-01 | 68.413978544495300 |
| 2003-04-01 | 67.899653963671900 |
| 2003-05-01 | 67.830590452141400 |
| 2003-06-01 | 67.853863460530790 |
| 2003-07-01 | 68.129424719432900 |
| 2003-08-01 | 68.608426576219300 |
| 2003-09-01 | 68.755154793669600 |
| 2003-10-01 | 69.051119232513800 |
| 2003-11-01 | 69.454450026569390 |
| 2003-12-01 | 69.633689175134790 |
| 2004-01-01 | 70.030520079557500 |
| 2004-02-01 | 69.946166278530600 |
| 2004-03-01 | 70.108165960989600 |
| 2004-04-01 | 69.746816644335500 |
| 2004-05-01 | 69.935797351810210 |
| 2004-06-01 | 70.010773444509500 |
| 2004-07-01 | 70.408389755825700 |
| 2004-08-01 | 69.956710184210400 |
| 2004-09-01 | 70.417628531564200 |
| 2004-10-01 | 70.542580234224200 |
| 2004-11-01 | 70.698895689353800 |
| 2004-12-01 | 71.057629615488210 |
| 2005-01-01 | 71.522954625715200 |
| 2005-02-01 | 71.515349058733100 |
| 2005-03-01 | 71.533666068941910 |
| 2005-04-01 | 72.192060799726290 |
| 2005-05-01 | 72.433181173622000 |
| 2005-06-01 | 72.484175653893600 |
| 2005-07-01 | 72.048953591475500 |
| 2005-08-01 | 71.988307812784090 |
| 2005-09-01 | 72.472684627835900 |
| 2005-10-01 | 72.690118181237600 |
| 2005-11-01 | 72.950555706133000 |
| 2005-12-01 | 73.087157501002600 |
| 2006-01-01 | 72.920460233159290 |
| 2006-02-01 | 73.309173035677090 |
| 2006-03-01 | 73.841500883957010 |
| 2006-04-01 | 73.806545928264500 |
| 2006-05-01 | 73.803280513310910 |
| 2006-06-01 | 74.154057179254000 |
| 2006-07-01 | 73.982931580794000 |
| 2006-08-01 | 74.215534082911500 |
| 2006-09-01 | 74.155560783122410 |
| 2006-10-01 | 73.688619422588500 |
| 2006-11-01 | 73.573663073850700 |
| 2006-12-01 | 73.522726295996100 |
| 2007-01-01 | 73.144575908833400 |
| 2007-02-01 | 73.850431469059590 |
| 2007-03-01 | 74.458557367036590 |
| 2007-04-01 | 73.407757107756600 |
| 2007-05-01 | 73.657841827614590 |
| 2007-06-01 | 73.826790748256400 |
| 2007-07-01 | 74.418958273901800 |
| 2007-08-01 | 74.137600651148200 |
| 2007-09-01 | 74.121654977977410 |
| 2007-10-01 | 81.666447128937700 |
| 2007-11-01 | 81.883958824359910 |
| 2007-12-01 | 81.870216751607090 |
| 2008-01-01 | 82.668311799633500 |
| 2008-02-01 | 82.440313154840400 |
| 2008-03-01 | 82.508117942703300 |
| 2008-04-01 | 82.587395375215100 |
| 2008-05-01 | 82.473829334055000 |
| 2008-06-01 | 82.309394726725000 |
| 2008-07-01 | 82.741828414045100 |
| 2008-08-01 | 82.962175892156710 |
| 2008-09-01 | 82.893103070284700 |
| 2008-10-01 | 82.853987191895200 |
| 2008-11-01 | 82.262571193062600 |
| 2008-12-01 | 82.653416232657290 |
| 2009-01-01 | 82.480277977627410 |
| 2009-02-01 | 81.568876300746400 |
| 2009-03-01 | 80.855239219379200 |
| 2009-04-01 | 78.145981646216100 |
| 2009-05-01 | 77.950036398141700 |
| 2009-06-01 | 77.685868909573200 |
| 2009-07-01 | 77.279548559827090 |
| 2009-08-01 | 77.008523469917790 |
| 2009-09-01 | 76.750167362003600 |
| 2009-10-01 | 77.247943680977600 |
| 2009-11-01 | 77.452819607691800 |
| 2009-12-01 | 77.546324467129710 |
| 2010-01-01 | 77.798147713553290 |
| 2010-02-01 | 77.889663432611800 |
| 2010-03-01 | 78.299300384751800 |
| 2010-04-01 | 78.615931958817410 |
| 2010-05-01 | 78.678878549606510 |
| 2010-06-01 | 78.917544901073100 |
| 2010-07-01 | 78.835064241829000 |
| 2010-08-01 | 78.883279171025590 |
| 2010-09-01 | 79.632160240111090 |
| 2010-10-01 | 78.965059734155500 |
| 2010-11-01 | 79.052490871538100 |
| 2010-12-01 | 78.848520923991400 |
| 2011-01-01 | 78.821070685029600 |
| 2011-02-01 | 78.787672536769200 |
| 2011-03-01 | 79.188367125436910 |
| 2011-04-01 | 79.518586674415400 |
| 2011-05-01 | 79.599026292293800 |
| 2011-06-01 | 79.805922592711300 |
| 2011-07-01 | 80.601214281889600 |
| 2011-08-01 | 80.777547804834000 |
| 2011-09-01 | 81.124136416274000 |
| 2011-10-01 | 80.700393728140710 |
| 2011-11-01 | 80.465624234628900 |
| 2011-12-01 | 81.350505217693300 |
| 2012-01-01 | 81.847082613230600 |
| 2012-02-01 | 82.136102262196500 |
| 2012-03-01 | 82.352000743857700 |
| 2012-04-01 | 83.173760558231700 |
| 2012-05-01 | 83.444275395146400 |
| 2012-06-01 | 83.495218648907080 |
| 2012-07-01 | 83.621314395422000 |
| 2012-08-01 | 83.952879061169000 |
| 2012-09-01 | 84.445563208498500 |
| 2012-10-01 | 84.645415357231410 |
| 2012-11-01 | 84.606986778292210 |
| 2012-12-01 | 84.315737112725420 |
| 2013-01-01 | 84.066059819874500 |
| 2013-02-01 | 84.268715396391000 |
| 2013-03-01 | 84.129404037761790 |
| 2013-04-01 | 83.742958614533700 |
| 2013-05-01 | 83.822387204445590 |
| 2013-06-01 | 83.793478665089410 |
| 2013-07-01 | 83.612851450354700 |
| 2013-08-01 | 83.823035031613600 |
| 2013-09-01 | 83.964262571452600 |
| 2013-10-01 | 84.365917474494300 |
| 2013-11-01 | 84.546019860435100 |
| 2013-12-01 | 85.840724400208200 |
| 2014-01-01 | 85.817524071861000 |
| 2014-02-01 | 86.000674059958400 |
| 2014-03-01 | 86.432520555431300 |
| 2014-04-01 | 86.228667518745600 |
| 2014-05-01 | 86.653479214475400 |
| 2014-06-01 | 86.774469810975920 |
| 2014-07-01 | 85.375566739968790 |
| 2014-08-01 | 86.053502975727300 |
| 2014-09-01 | 85.979569924886920 |
| 2014-10-01 | 85.987453591513900 |
| 2014-11-01 | 86.316266616779190 |
| 2014-12-01 | 86.118850591550200 |
| 2015-01-01 | 86.785597872348590 |
| 2015-02-01 | 86.970038415645400 |
| 2015-03-01 | 87.036598079619410 |
| 2015-04-01 | 87.308237991178800 |
| 2015-05-01 | 87.505692164790090 |
| 2015-06-01 | 87.355615561483290 |
| 2015-07-01 | 88.398509700600480 |
| 2015-08-01 | 88.880036276875400 |
| 2015-09-01 | 88.877967949634600 |
| 2015-10-01 | 89.308315076805600 |
| 2015-11-01 | 89.401247500193400 |
| 2015-12-01 | 89.902521942853910 |
| 2016-01-01 | 89.777262281508000 |
| 2016-02-01 | 89.937762513735690 |
| 2016-03-01 | 89.828324933304900 |
| 2016-04-01 | 90.980487982107000 |
| 2016-05-01 | 90.762773860062010 |
| 2016-06-01 | 90.150147845515290 |
| 2016-07-01 | 91.212666875131400 |
| 2016-08-01 | 91.161118918635900 |
| 2016-09-01 | 91.591220853448090 |
| 2016-10-01 | 92.072226756839700 |
| 2016-11-01 | 91.931716621049100 |
| 2016-12-01 | 91.147174301071490 |
| 2017-01-01 | 90.984798730337200 |
| 2017-02-01 | 90.975404751056800 |
| 2017-03-01 | 91.009165870456200 |
| 2017-04-01 | 91.449515792462400 |
| 2017-05-01 | 91.350518787972290 |
| 2017-06-01 | 92.035948122852400 |
| 2017-07-01 | 91.972036071249290 |
| 2017-08-01 | 92.490661749277490 |
| 2017-09-01 | 92.938739863563600 |
| 2017-10-01 | 93.037133848637800 |
| 2017-11-01 | 93.575989687875200 |
| 2017-12-01 | 94.188074434693090 |
| 2018-01-01 | 94.778772986920090 |
| 2018-02-01 | 95.179789616991200 |
| 2018-03-01 | 95.941580440447990 |
| 2018-04-01 | 96.310528943453290 |
| 2018-05-01 | 96.590476914785280 |
| 2018-06-01 | 96.906769856152800 |
| 2018-07-01 | 97.814862786381400 |
| 2018-08-01 | 97.854462993573100 |
| 2018-09-01 | 98.244276033813990 |
| 2018-10-01 | 98.522947787124800 |
| 2018-11-01 | 98.221427448427000 |
| 2018-12-01 | 98.708925505619500 |
| 2019-01-01 | 99.237137143903200 |
| 2019-02-01 | 99.658725615086100 |
| 2019-03-01 | 99.917837205998900 |
| 2019-04-01 | 99.862124494859420 |
| 2019-05-01 | 100.213545155616000 |
| 2019-06-01 | 100.552499581091000 |
| 2019-07-01 | 101.234963002001990 |
| 2019-08-01 | 101.691206839857000 |
| 2019-09-01 | 101.449790445337020 |
| 2019-10-01 | 101.517998259043010 |
| 2019-11-01 | 102.045425502056000 |
| 2019-12-01 | 102.210849644015010 |
| 2020-01-01 | 102.073589576525990 |
| 2020-02-01 | 102.536515810567000 |
| 2020-03-01 | 102.085098646306000 |
| 2020-04-01 | 95.984934738815810 |
| 2020-05-01 | 96.859588114282090 |
| 2020-06-01 | 97.294154015390200 |
| 2020-07-01 | 96.902507232584100 |
| 2020-08-01 | 97.117991766778200 |
| 2020-09-01 | 97.144538324488300 |
| 2020-10-01 | 98.155442216773100 |
| 2020-11-01 | 98.336701186044410 |
| 2020-12-01 | 99.168745304913780 |
| 2021-01-01 | 99.816344944081500 |
| 2021-02-01 | 99.922736900694200 |
| 2021-03-01 | 100.790483407946000 |
| 2021-04-01 | 101.698041027313990 |
| 2021-05-01 | 101.818294643971000 |
| 2021-06-01 | 101.710535100289010 |
| 2021-07-01 | 102.396551201089000 |
| 2021-08-01 | 102.665970767499000 |
| 2021-09-01 | 103.053075874883000 |
| 2021-10-01 | 104.104236661511000 |
| 2021-11-01 | 104.515596813537000 |
| 2021-12-01 | 104.439840206155000 |
| 2022-01-01 | 105.244040810685010 |
| 2022-02-01 | 105.760380748005000 |
| 2022-03-01 | 106.320701319081000 |
| 2022-04-01 | 106.196201708913010 |
| 2022-05-01 | 105.800976972663010 |
| 2022-06-01 | 106.438214692031990 |
| 2022-07-01 | 106.061894066943000 |
| 2022-08-01 | 106.283780744267000 |
| 2022-09-01 | 106.620983735331000 |
| 2022-10-01 | 106.164641151092000 |
| 2022-11-01 | 106.086949117299000 |
| 2022-12-01 | 105.959791547763000 |
| 2023-01-01 | 104.962958030707000 |
| 2023-02-01 | 104.899950521373000 |
| 2023-03-01 | 104.653525078973000 |
| 2023-04-01 | 104.702258240384990 |
| 2023-05-01 | 104.612620434972000 |
| 2023-06-01 | 104.767611304303000 |
| 2023-07-01 | 104.800378185067000 |
| 2023-08-01 | 104.893757291030010 |
| 2023-09-01 | 104.637540738187010 |
| 2023-10-01 | 104.720647836331990 |
| 2023-11-01 | 104.785877593808000 |
| 2023-12-01 | 105.909825989329000 |
| 2024-01-01 | 106.578558182519000 |
| 2024-02-01 | 106.137816455231980 |
| 2024-03-01 | 106.183378763805010 |
| 2024-04-01 | 105.814888980704990 |
| 2024-05-01 | 106.824640893728000 |
| 2024-06-01 | 106.731645343990000 |
| 2024-07-01 | 106.693913325023000 |
| 2024-08-01 | 106.667866101455000 |
| 2024-09-01 | 106.886483516898990 |
| 2024-10-01 | 106.473891512519000 |
| 2024-11-01 | 106.391106091402000 |
| 2024-12-01 | 105.782037749019000 |
