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 2025-11-01 |
| Last Updated | 2026-01-08 12:25 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 | 16.9085144702284 |
| 1990-02-01 | 17.0139830248941 |
| 1990-03-01 | 17.1015604031293 |
| 1990-04-01 | 15.3874824686066 |
| 1990-05-01 | 15.7088214661946 |
| 1990-06-01 | 15.9743658063474 |
| 1990-07-01 | 17.0777325690546 |
| 1990-08-01 | 16.4749366139932 |
| 1990-09-01 | 15.7984066315540 |
| 1990-10-01 | 15.5785449856179 |
| 1990-11-01 | 15.4102794463362 |
| 1990-12-01 | 15.5510833214611 |
| 1991-01-01 | 15.7081289433160 |
| 1991-02-01 | 15.5817843321232 |
| 1991-03-01 | 15.7709933059849 |
| 1991-04-01 | 16.2050203349395 |
| 1991-05-01 | 16.3401645185408 |
| 1991-06-01 | 16.3834922081926 |
| 1991-07-01 | 15.6168704202285 |
| 1991-08-01 | 15.5404631641653 |
| 1991-09-01 | 15.2761421250458 |
| 1991-10-01 | 14.7940333523910 |
| 1991-11-01 | 14.9123393638848 |
| 1991-12-01 | 14.9819924784077 |
| 1992-01-01 | 15.0185941222676 |
| 1992-02-01 | 14.6860510679194 |
| 1992-03-01 | 14.5161066436129 |
| 1992-04-01 | 14.4755402534587 |
| 1992-05-01 | 14.8543530576134 |
| 1992-06-01 | 14.8173448834484 |
| 1992-07-01 | 15.5477735700852 |
| 1992-08-01 | 15.5865996571128 |
| 1992-09-01 | 15.9665053698810 |
| 1992-10-01 | 16.0023256654890 |
| 1992-11-01 | 15.9242860941697 |
| 1992-12-01 | 15.9489116588150 |
| 1993-01-01 | 15.8291288522134 |
| 1993-02-01 | 16.0381694186844 |
| 1993-03-01 | 16.0978494379134 |
| 1993-04-01 | 16.3748160275334 |
| 1993-05-01 | 16.3874340292139 |
| 1993-06-01 | 16.3778422390411 |
| 1993-07-01 | 16.1345567820137 |
| 1993-08-01 | 16.6644458550163 |
| 1993-09-01 | 16.8424110775756 |
| 1993-10-01 | 17.8038202734984 |
| 1993-11-01 | 17.9874518839732 |
| 1993-12-01 | 18.8308042987460 |
| 1994-01-01 | 17.4028045178214 |
| 1994-02-01 | 17.5626599202448 |
| 1994-03-01 | 18.0727425637150 |
| 1994-04-01 | 18.3117606397138 |
| 1994-05-01 | 18.4682555470231 |
| 1994-06-01 | 18.5307498038730 |
| 1994-07-01 | 17.9918409837788 |
| 1994-08-01 | 18.0621331954088 |
| 1994-09-01 | 18.3897472967495 |
| 1994-10-01 | 18.6759502210397 |
| 1994-11-01 | 19.1539114310173 |
| 1994-12-01 | 19.6687185815298 |
| 1995-01-01 | 20.1806797918097 |
| 1995-02-01 | 20.3047299300225 |
| 1995-03-01 | 20.5475782522548 |
| 1995-04-01 | 18.8959679278897 |
| 1995-05-01 | 19.6007205388449 |
| 1995-06-01 | 19.7533396695034 |
| 1995-07-01 | 19.8284002382674 |
| 1995-08-01 | 19.6892936017237 |
| 1995-09-01 | 20.1500491014605 |
| 1995-10-01 | 20.2939044392849 |
| 1995-11-01 | 19.9241267794902 |
| 1995-12-01 | 19.9638751666899 |
| 1996-01-01 | 22.7067747921839 |
| 1996-02-01 | 21.0849904371600 |
| 1996-03-01 | 21.3310536028211 |
| 1996-04-01 | 21.8333166860966 |
| 1996-05-01 | 22.2271376641684 |
| 1996-06-01 | 23.1427927377999 |
| 1996-07-01 | 24.7498301496149 |
| 1996-08-01 | 25.6411294619180 |
| 1996-09-01 | 26.1140443691336 |
| 1996-10-01 | 26.1005846171589 |
| 1996-11-01 | 27.6948378885412 |
| 1996-12-01 | 27.6332799074382 |
| 1997-01-01 | 26.3092129783620 |
| 1997-02-01 | 24.7750932576972 |
| 1997-03-01 | 25.3842297959415 |
| 1997-04-01 | 26.4548434650841 |
| 1997-05-01 | 27.7820775358593 |
| 1997-06-01 | 28.5735441930320 |
| 1997-07-01 | 30.5994625569911 |
| 1997-08-01 | 29.6484431685261 |
| 1997-09-01 | 30.2234240043421 |
| 1997-10-01 | 28.5946270808781 |
| 1997-11-01 | 27.8945882259086 |
| 1997-12-01 | 27.8627214436972 |
| 1998-01-01 | 29.6796153415105 |
| 1998-02-01 | 31.2262064003709 |
| 1998-03-01 | 31.3993384517180 |
| 1998-04-01 | 32.0701595521324 |
| 1998-05-01 | 31.8200901748500 |
| 1998-06-01 | 31.3537778510704 |
| 1998-07-01 | 31.4085735577751 |
| 1998-08-01 | 31.9832944181643 |
| 1998-09-01 | 32.0267305156490 |
| 1998-10-01 | 32.6955548186947 |
| 1998-11-01 | 32.8437602992142 |
| 1998-12-01 | 32.7548974966164 |
| 1999-01-01 | 33.1208129934770 |
| 1999-02-01 | 33.0712759687669 |
| 1999-03-01 | 33.4604267515190 |
| 1999-04-01 | 33.3006338899958 |
| 1999-05-01 | 33.3453231620318 |
| 1999-06-01 | 33.3764374993783 |
| 1999-07-01 | 33.0098373944365 |
| 1999-08-01 | 32.4107181136314 |
| 1999-09-01 | 32.7685191590493 |
| 1999-10-01 | 33.6445159854374 |
| 1999-11-01 | 33.7167014594406 |
| 1999-12-01 | 34.2592788784238 |
| 2000-01-01 | 34.7036514775059 |
| 2000-02-01 | 34.8869159670665 |
| 2000-03-01 | 35.0040799277960 |
| 2000-04-01 | 35.8177785899173 |
| 2000-05-01 | 35.8729071499198 |
| 2000-06-01 | 35.7053726415331 |
| 2000-07-01 | 35.9036790660236 |
| 2000-08-01 | 34.7216059144690 |
| 2000-09-01 | 35.6422853773416 |
| 2000-10-01 | 35.4965529688756 |
| 2000-11-01 | 35.6613359645797 |
| 2000-12-01 | 36.1583792517649 |
| 2001-01-01 | 30.7621717762273 |
| 2001-02-01 | 29.7868550311893 |
| 2001-03-01 | 28.5465133642979 |
| 2001-04-01 | 26.8346834489121 |
| 2001-05-01 | 26.3612444765117 |
| 2001-06-01 | 25.9745748433618 |
| 2001-07-01 | 24.9255132218746 |
| 2001-08-01 | 24.3421605799497 |
| 2001-09-01 | 23.9730525089431 |
| 2001-10-01 | 23.1862890763144 |
| 2001-11-01 | 22.5137273073881 |
| 2001-12-01 | 21.9729923341718 |
| 2002-01-01 | 21.9271020854254 |
| 2002-02-01 | 21.4447393349520 |
| 2002-03-01 | 21.6257001193416 |
| 2002-04-01 | 20.6732412022552 |
| 2002-05-01 | 20.9973184193090 |
| 2002-06-01 | 20.7261890161383 |
| 2002-07-01 | 20.9306112519293 |
| 2002-08-01 | 21.0987384033590 |
| 2002-09-01 | 21.1728092373546 |
| 2002-10-01 | 21.3440859314041 |
| 2002-11-01 | 21.3140529044315 |
| 2002-12-01 | 21.6622663945495 |
| 2003-01-01 | 20.6812336784548 |
| 2003-02-01 | 20.4070624422522 |
| 2003-03-01 | 20.1007037201427 |
| 2003-04-01 | 20.2766945485771 |
| 2003-05-01 | 19.9284147550849 |
| 2003-06-01 | 19.7859179740855 |
| 2003-07-01 | 20.8587849067965 |
| 2003-08-01 | 20.2101674818876 |
| 2003-09-01 | 19.8474552361313 |
| 2003-10-01 | 19.3946583151917 |
| 2003-11-01 | 19.0156629054837 |
| 2003-12-01 | 18.7745889824420 |
| 2004-01-01 | 19.7897534774703 |
| 2004-02-01 | 19.9890962876202 |
| 2004-03-01 | 19.8187046293645 |
| 2004-04-01 | 22.0231772493100 |
| 2004-05-01 | 22.1398113491471 |
| 2004-06-01 | 22.0582737321363 |
| 2004-07-01 | 20.7880391458304 |
| 2004-08-01 | 21.2997000803375 |
| 2004-09-01 | 21.3608063577050 |
| 2004-10-01 | 21.8234888787455 |
| 2004-11-01 | 22.1781894274190 |
| 2004-12-01 | 22.1704563166023 |
| 2005-01-01 | 22.3793608545739 |
| 2005-02-01 | 22.7730251178272 |
| 2005-03-01 | 22.3512812004780 |
| 2005-04-01 | 22.0276440167768 |
| 2005-05-01 | 21.4937645895618 |
| 2005-06-01 | 20.7181631264204 |
| 2005-07-01 | 21.3148811741009 |
| 2005-08-01 | 21.4812057331350 |
| 2005-09-01 | 21.7974717491357 |
| 2005-10-01 | 21.6909233705745 |
| 2005-11-01 | 22.1055542930361 |
| 2005-12-01 | 22.6081661676160 |
| 2006-01-01 | 21.5792104198832 |
| 2006-02-01 | 21.5814374742439 |
| 2006-03-01 | 21.6886500791934 |
| 2006-04-01 | 21.3953099335630 |
| 2006-05-01 | 21.9262351973699 |
| 2006-06-01 | 22.3173752180100 |
| 2006-07-01 | 22.2433306503750 |
| 2006-08-01 | 21.9956554868847 |
| 2006-09-01 | 22.0846363990435 |
| 2006-10-01 | 21.9190140133216 |
| 2006-11-01 | 21.8353898170806 |
| 2006-12-01 | 22.0028119781556 |
| 2007-01-01 | 22.1155147413962 |
| 2007-02-01 | 22.1034267263540 |
| 2007-03-01 | 22.1452541618137 |
| 2007-04-01 | 22.2035706069801 |
| 2007-05-01 | 22.4798525776842 |
| 2007-06-01 | 21.9161758299117 |
| 2007-07-01 | 21.5137526217193 |
| 2007-08-01 | 21.4545455042132 |
| 2007-09-01 | 21.2762209535339 |
| 2007-10-01 | 21.7552865303315 |
| 2007-11-01 | 21.4830183074630 |
| 2007-12-01 | 21.7182655511099 |
| 2008-01-01 | 21.2326570964456 |
| 2008-02-01 | 21.1904325658965 |
| 2008-03-01 | 20.8266374347264 |
| 2008-04-01 | 20.0692058856238 |
| 2008-05-01 | 19.4221463436191 |
| 2008-06-01 | 19.1324673380765 |
| 2008-07-01 | 18.9566446685044 |
| 2008-08-01 | 18.5994779191877 |
| 2008-09-01 | 18.0249790379280 |
| 2008-10-01 | 16.9342330817104 |
| 2008-11-01 | 16.4523540016015 |
| 2008-12-01 | 15.9885251513421 |
| 2009-01-01 | 15.6232043341081 |
| 2009-02-01 | 14.8166222180947 |
| 2009-03-01 | 14.5243123422256 |
| 2009-04-01 | 14.5751550003613 |
| 2009-05-01 | 14.3820589501315 |
| 2009-06-01 | 14.5258336700812 |
| 2009-07-01 | 14.9891528470266 |
| 2009-08-01 | 14.6931308837949 |
| 2009-09-01 | 14.7950575723741 |
| 2009-10-01 | 14.8710074564529 |
| 2009-11-01 | 14.9109239224839 |
| 2009-12-01 | 15.3439576674266 |
| 2010-01-01 | 14.1002443148094 |
| 2010-02-01 | 14.7264925633230 |
| 2010-03-01 | 14.5970863158066 |
| 2010-04-01 | 15.3132803963793 |
| 2010-05-01 | 15.3606311285610 |
| 2010-06-01 | 15.5441918093479 |
| 2010-07-01 | 15.6001974271549 |
| 2010-08-01 | 15.7771458928088 |
| 2010-09-01 | 15.6813127797168 |
| 2010-10-01 | 15.8279708401105 |
| 2010-11-01 | 16.1868000790804 |
| 2010-12-01 | 16.2568820032916 |
| 2011-01-01 | 16.1820465275540 |
| 2011-02-01 | 16.5774641938766 |
| 2011-03-01 | 16.5636156349852 |
| 2011-04-01 | 16.9751004047527 |
| 2011-05-01 | 16.9089997645908 |
| 2011-06-01 | 17.0495783400844 |
| 2011-07-01 | 17.0357905848775 |
| 2011-08-01 | 16.6648611850324 |
| 2011-09-01 | 17.0613834565776 |
| 2011-10-01 | 17.3257158981152 |
| 2011-11-01 | 17.2111698377529 |
| 2011-12-01 | 17.2757629372859 |
| 2012-01-01 | 17.8646122560725 |
| 2012-02-01 | 17.6683436803988 |
| 2012-03-01 | 17.8639529707891 |
| 2012-04-01 | 17.7293374519037 |
| 2012-05-01 | 17.9059293532000 |
| 2012-06-01 | 17.9378593579347 |
| 2012-07-01 | 17.8570503842755 |
| 2012-08-01 | 18.3515691150462 |
| 2012-09-01 | 18.8293318504075 |
| 2012-10-01 | 19.5399890418530 |
| 2012-11-01 | 19.8425212425898 |
| 2012-12-01 | 20.2617249039751 |
| 2013-01-01 | 20.0580734367922 |
| 2013-02-01 | 19.9984383086182 |
| 2013-03-01 | 19.6119458470230 |
| 2013-04-01 | 19.5931974105926 |
| 2013-05-01 | 19.8263009965409 |
| 2013-06-01 | 19.4027951299257 |
| 2013-07-01 | 19.7618896931890 |
| 2013-08-01 | 19.9194269467440 |
| 2013-09-01 | 20.0033746001167 |
| 2013-10-01 | 19.8478241862747 |
| 2013-11-01 | 19.7633633808707 |
| 2013-12-01 | 19.3068554044099 |
| 2014-01-01 | 20.1949878350615 |
| 2014-02-01 | 20.6004281000710 |
| 2014-03-01 | 20.6267829169712 |
| 2014-04-01 | 20.8598092006475 |
| 2014-05-01 | 21.6575539229160 |
| 2014-06-01 | 20.9356422966466 |
| 2014-07-01 | 20.5071207966478 |
| 2014-08-01 | 20.8859860532511 |
| 2014-09-01 | 20.6756921501210 |
| 2014-10-01 | 20.3078275078305 |
| 2014-11-01 | 20.5703173958229 |
| 2014-12-01 | 20.7012572805166 |
| 2015-01-01 | 20.4401284567730 |
| 2015-02-01 | 20.6172433272960 |
| 2015-03-01 | 21.1615235398664 |
| 2015-04-01 | 22.2149381098742 |
| 2015-05-01 | 21.4205260338493 |
| 2015-06-01 | 21.5415595400066 |
| 2015-07-01 | 21.6600824703509 |
| 2015-08-01 | 21.6249247671375 |
| 2015-09-01 | 21.8586974977581 |
| 2015-10-01 | 21.6195326355606 |
| 2015-11-01 | 22.1142760649524 |
| 2015-12-01 | 22.1511264102936 |
| 2016-01-01 | 23.1114348788901 |
| 2016-02-01 | 23.1484243180104 |
| 2016-03-01 | 23.2455652052853 |
| 2016-04-01 | 23.4945784700141 |
| 2016-05-01 | 23.3221726500740 |
| 2016-06-01 | 23.6247248819265 |
| 2016-07-01 | 24.1366057156989 |
| 2016-08-01 | 24.1745472805835 |
| 2016-09-01 | 24.4174330438959 |
| 2016-10-01 | 24.7295061385352 |
| 2016-11-01 | 25.1091050010486 |
| 2016-12-01 | 24.9373475156115 |
| 2017-01-01 | 25.6356020751422 |
| 2017-02-01 | 25.9554161514766 |
| 2017-03-01 | 26.5021708861820 |
| 2017-04-01 | 26.0839706614930 |
| 2017-05-01 | 26.2883653621293 |
| 2017-06-01 | 26.1683718510571 |
| 2017-07-01 | 26.4591558107667 |
| 2017-08-01 | 25.4617678802020 |
| 2017-09-01 | 25.3464525292771 |
| 2017-10-01 | 25.5084218689756 |
| 2017-11-01 | 24.5523884201062 |
| 2017-12-01 | 24.4995269494300 |
| 2018-01-01 | 24.2933061186704 |
| 2018-02-01 | 24.2390909303617 |
| 2018-03-01 | 24.3300102092023 |
| 2018-04-01 | 24.9378193768221 |
| 2018-05-01 | 25.2522513908727 |
| 2018-06-01 | 25.5331926502946 |
| 2018-07-01 | 25.5177031589889 |
| 2018-08-01 | 25.9923018965237 |
| 2018-09-01 | 26.4728341103647 |
| 2018-10-01 | 25.1535905787827 |
| 2018-11-01 | 25.3480555479982 |
| 2018-12-01 | 25.7945001586745 |
| 2019-01-01 | 24.6785219692725 |
| 2019-02-01 | 24.3287696973908 |
| 2019-03-01 | 24.5271388717129 |
| 2019-04-01 | 24.5920479339548 |
| 2019-05-01 | 24.8394704763440 |
| 2019-06-01 | 25.5473013138314 |
| 2019-07-01 | 25.0010191992233 |
| 2019-08-01 | 25.0194240823807 |
| 2019-09-01 | 25.2452521692627 |
| 2019-10-01 | 24.9131091652510 |
| 2019-11-01 | 25.2256466433831 |
| 2019-12-01 | 25.5079382394189 |
| 2020-01-01 | 25.5902893275470 |
| 2020-02-01 | 25.6606661386997 |
| 2020-03-01 | 25.3114818386530 |
| 2020-04-01 | 19.7204304829929 |
| 2020-05-01 | 19.3364533610871 |
| 2020-06-01 | 19.2866211375130 |
| 2020-07-01 | 19.6814695689028 |
| 2020-08-01 | 19.8082267100465 |
| 2020-09-01 | 19.6342443598995 |
| 2020-10-01 | 20.6938566842444 |
| 2020-11-01 | 20.9297838207814 |
| 2020-12-01 | 21.0915177312456 |
| 2021-01-01 | 21.1780155509976 |
| 2021-02-01 | 21.6671225907482 |
| 2021-03-01 | 21.6978118936150 |
| 2021-04-01 | 21.7588732203930 |
| 2021-05-01 | 22.9032185706275 |
| 2021-06-01 | 22.1344888103884 |
| 2021-07-01 | 22.1102289412552 |
| 2021-08-01 | 21.8041609220740 |
| 2021-09-01 | 22.1104490911431 |
| 2021-10-01 | 23.2628880826139 |
| 2021-11-01 | 24.3493697738008 |
| 2021-12-01 | 23.1280802541719 |
| 2022-01-01 | 23.3357380966319 |
| 2022-02-01 | 23.1455560037208 |
| 2022-03-01 | 22.8439674831704 |
| 2022-04-01 | 21.4817419886542 |
| 2022-05-01 | 22.0426365023114 |
| 2022-06-01 | 22.1602733940401 |
| 2022-07-01 | 21.5864530980571 |
| 2022-08-01 | 21.1295210767771 |
| 2022-09-01 | 20.5194057013211 |
| 2022-10-01 | 20.2930634989746 |
| 2022-11-01 | 19.5611226986741 |
| 2022-12-01 | 19.2539400134282 |
| 2023-01-01 | 18.8605989522420 |
| 2023-02-01 | 18.5451848154648 |
| 2023-03-01 | 18.4448751812535 |
| 2023-04-01 | 18.6677291523470 |
| 2023-05-01 | 18.1396223959682 |
| 2023-06-01 | 17.9737965647865 |
| 2023-07-01 | 18.1236318509018 |
| 2023-08-01 | 17.8536738426848 |
| 2023-09-01 | 17.9458139669623 |
| 2023-10-01 | 17.4427565851990 |
| 2023-11-01 | 17.7118092389412 |
| 2023-12-01 | 17.4101839930949 |
| 2024-01-01 | 17.3060331552184 |
| 2024-02-01 | 17.3457821461363 |
| 2024-03-01 | 17.1020229135627 |
| 2024-04-01 | 17.1487381033015 |
| 2024-05-01 | 17.4724127934391 |
| 2024-06-01 | 17.1909702061158 |
| 2024-07-01 | 17.5057574618027 |
| 2024-08-01 | 17.5635818753831 |
| 2024-09-01 | 17.4317277551295 |
| 2024-10-01 | 16.9252583324167 |
| 2024-11-01 | 17.3145873791824 |
| 2024-12-01 | 17.4096898958096 |
| 2025-01-01 | 17.4077031635581 |
| 2025-02-01 | 17.2568065665144 |
| 2025-03-01 | 17.2947266230644 |
| 2025-04-01 | 17.0421944178632 |
| 2025-05-01 | 16.9282638181191 |
| 2025-06-01 | 16.6000428087154 |
| 2025-07-01 | 16.2843924387049 |
| 2025-08-01 | 16.1790258588934 |
| 2025-09-01 | 16.1478235491590 |
| 2025-10-01 | 16.1874074442341 |
| 2025-11-01 | 16.1499236776009 |