Table Data - All Employees: Professional and Business Services in Oakland-Fremont-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services in Oakland-Fremont-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846000000001SA |
| 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 2026-04-01 |
| Last Updated | 2026-05-26 2:34 PM 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 | 107.046667808172 |
| 1990-02-01 | 107.311424452705 |
| 1990-03-01 | 107.965420513378 |
| 1990-04-01 | 107.279439027110 |
| 1990-05-01 | 108.234229178355 |
| 1990-06-01 | 109.520405204807 |
| 1990-07-01 | 110.405523975952 |
| 1990-08-01 | 110.398589279490 |
| 1990-09-01 | 110.273984182660 |
| 1990-10-01 | 112.456385763223 |
| 1990-11-01 | 112.691742579656 |
| 1990-12-01 | 113.415426866790 |
| 1991-01-01 | 112.320451042505 |
| 1991-02-01 | 113.024736482471 |
| 1991-03-01 | 112.753089541058 |
| 1991-04-01 | 114.761709262431 |
| 1991-05-01 | 115.528954253872 |
| 1991-06-01 | 115.758339168053 |
| 1991-07-01 | 115.335892951661 |
| 1991-08-01 | 115.258767087271 |
| 1991-09-01 | 114.799047180073 |
| 1991-10-01 | 114.172707204798 |
| 1991-11-01 | 114.565989445943 |
| 1991-12-01 | 114.685172312157 |
| 1992-01-01 | 115.009901331079 |
| 1992-02-01 | 114.622817984549 |
| 1992-03-01 | 114.409426785945 |
| 1992-04-01 | 115.345627056438 |
| 1992-05-01 | 115.258107494832 |
| 1992-06-01 | 114.623736498585 |
| 1992-07-01 | 115.297099140928 |
| 1992-08-01 | 115.306092958587 |
| 1992-09-01 | 116.119797036831 |
| 1992-10-01 | 116.391432113415 |
| 1992-11-01 | 116.519206786521 |
| 1992-12-01 | 116.087200064440 |
| 1993-01-01 | 117.876653321729 |
| 1993-02-01 | 117.930797134258 |
| 1993-03-01 | 117.964734987098 |
| 1993-04-01 | 118.267415298996 |
| 1993-05-01 | 118.696268310731 |
| 1993-06-01 | 118.887410217354 |
| 1993-07-01 | 119.823622385778 |
| 1993-08-01 | 121.499003920134 |
| 1993-09-01 | 121.441643285106 |
| 1993-10-01 | 123.148095236159 |
| 1993-11-01 | 123.524572344244 |
| 1993-12-01 | 124.481151664520 |
| 1994-01-01 | 121.392284418906 |
| 1994-02-01 | 122.204603960491 |
| 1994-03-01 | 122.859851806765 |
| 1994-04-01 | 122.283855432216 |
| 1994-05-01 | 123.028137515594 |
| 1994-06-01 | 123.520522983320 |
| 1994-07-01 | 123.216267329729 |
| 1994-08-01 | 122.631957393530 |
| 1994-09-01 | 123.428848888229 |
| 1994-10-01 | 122.659648317500 |
| 1994-11-01 | 123.572221298271 |
| 1994-12-01 | 124.058565413271 |
| 1995-01-01 | 124.259581171132 |
| 1995-02-01 | 125.325823272577 |
| 1995-03-01 | 126.244802609059 |
| 1995-04-01 | 125.445132900747 |
| 1995-05-01 | 127.298449420793 |
| 1995-06-01 | 128.520532620927 |
| 1995-07-01 | 129.574961659436 |
| 1995-08-01 | 130.434531474764 |
| 1995-09-01 | 131.457138503581 |
| 1995-10-01 | 128.669193221984 |
| 1995-11-01 | 129.092709468135 |
| 1995-12-01 | 128.937146503058 |
| 1996-01-01 | 130.593564653857 |
| 1996-02-01 | 129.155389182576 |
| 1996-03-01 | 128.875909305111 |
| 1996-04-01 | 126.446393728371 |
| 1996-05-01 | 128.158806481342 |
| 1996-06-01 | 129.365092541069 |
| 1996-07-01 | 133.898628109446 |
| 1996-08-01 | 135.096702124441 |
| 1996-09-01 | 136.074279056778 |
| 1996-10-01 | 137.490041815259 |
| 1996-11-01 | 138.649118453107 |
| 1996-12-01 | 140.176501961713 |
| 1997-01-01 | 140.972206501790 |
| 1997-02-01 | 141.499625041335 |
| 1997-03-01 | 142.857224552364 |
| 1997-04-01 | 144.707055890583 |
| 1997-05-01 | 146.767209685337 |
| 1997-06-01 | 147.313482883543 |
| 1997-07-01 | 150.616283435518 |
| 1997-08-01 | 150.078310141058 |
| 1997-09-01 | 151.168022364522 |
| 1997-10-01 | 150.137988256522 |
| 1997-11-01 | 149.991729509943 |
| 1997-12-01 | 150.341171706308 |
| 1998-01-01 | 152.390665533421 |
| 1998-02-01 | 154.117855746260 |
| 1998-03-01 | 154.864342371277 |
| 1998-04-01 | 155.796287789528 |
| 1998-05-01 | 155.993354254064 |
| 1998-06-01 | 156.770917380321 |
| 1998-07-01 | 156.087822025601 |
| 1998-08-01 | 157.325063143114 |
| 1998-09-01 | 157.531615268110 |
| 1998-10-01 | 157.883732261379 |
| 1998-11-01 | 159.431882662599 |
| 1998-12-01 | 159.641575592788 |
| 1999-01-01 | 159.182789507230 |
| 1999-02-01 | 159.872592123796 |
| 1999-03-01 | 160.594898938893 |
| 1999-04-01 | 162.480993493233 |
| 1999-05-01 | 163.144105623472 |
| 1999-06-01 | 163.103294965819 |
| 1999-07-01 | 164.393073080986 |
| 1999-08-01 | 164.166751892098 |
| 1999-09-01 | 164.387045621850 |
| 1999-10-01 | 166.792577810175 |
| 1999-11-01 | 167.304895799948 |
| 1999-12-01 | 168.437169214096 |
| 2000-01-01 | 169.605580037601 |
| 2000-02-01 | 170.125453966330 |
| 2000-03-01 | 171.164337301303 |
| 2000-04-01 | 173.257111489609 |
| 2000-05-01 | 172.617930551734 |
| 2000-06-01 | 173.217279282239 |
| 2000-07-01 | 174.557297022169 |
| 2000-08-01 | 174.888697994691 |
| 2000-09-01 | 176.048727252618 |
| 2000-10-01 | 175.919852868441 |
| 2000-11-01 | 176.363991435531 |
| 2000-12-01 | 175.369233977485 |
| 2001-01-01 | 168.539425487789 |
| 2001-02-01 | 167.334159861885 |
| 2001-03-01 | 166.728088604036 |
| 2001-04-01 | 163.301969187613 |
| 2001-05-01 | 163.565939759341 |
| 2001-06-01 | 163.205484315676 |
| 2001-07-01 | 161.175565287620 |
| 2001-08-01 | 160.130509257770 |
| 2001-09-01 | 158.907054863912 |
| 2001-10-01 | 158.536789990958 |
| 2001-11-01 | 156.979467533499 |
| 2001-12-01 | 157.008856292580 |
| 2002-01-01 | 156.824795871486 |
| 2002-02-01 | 156.308039956690 |
| 2002-03-01 | 156.403864655105 |
| 2002-04-01 | 153.960322587866 |
| 2002-05-01 | 153.925270288309 |
| 2002-06-01 | 153.064811393950 |
| 2002-07-01 | 151.604230758165 |
| 2002-08-01 | 151.728624009152 |
| 2002-09-01 | 151.301326044920 |
| 2002-10-01 | 149.977556482388 |
| 2002-11-01 | 149.649976684401 |
| 2002-12-01 | 149.445043269811 |
| 2003-01-01 | 148.259703796370 |
| 2003-02-01 | 148.038195129223 |
| 2003-03-01 | 148.391961872400 |
| 2003-04-01 | 147.733536500377 |
| 2003-05-01 | 147.375038890611 |
| 2003-06-01 | 147.792929921297 |
| 2003-07-01 | 149.313841594511 |
| 2003-08-01 | 149.521898451252 |
| 2003-09-01 | 149.076425985180 |
| 2003-10-01 | 149.523829437545 |
| 2003-11-01 | 149.909763576060 |
| 2003-12-01 | 149.846509314073 |
| 2004-01-01 | 150.483147260760 |
| 2004-02-01 | 150.853602854753 |
| 2004-03-01 | 151.035271404753 |
| 2004-04-01 | 152.402977050680 |
| 2004-05-01 | 153.045982127110 |
| 2004-06-01 | 152.984859425894 |
| 2004-07-01 | 151.776374397665 |
| 2004-08-01 | 151.650272118046 |
| 2004-09-01 | 152.010348182650 |
| 2004-10-01 | 153.094072653809 |
| 2004-11-01 | 153.106717422916 |
| 2004-12-01 | 153.425845801693 |
| 2005-01-01 | 154.528502825602 |
| 2005-02-01 | 154.842725227844 |
| 2005-03-01 | 154.688118509461 |
| 2005-04-01 | 154.792471117536 |
| 2005-05-01 | 154.633976149344 |
| 2005-06-01 | 154.160257193721 |
| 2005-07-01 | 154.828609395188 |
| 2005-08-01 | 155.566986855715 |
| 2005-09-01 | 156.762233394122 |
| 2005-10-01 | 156.896561360193 |
| 2005-11-01 | 157.845114904862 |
| 2005-12-01 | 158.483470180302 |
| 2006-01-01 | 158.321906188232 |
| 2006-02-01 | 159.126388923121 |
| 2006-03-01 | 159.905746313109 |
| 2006-04-01 | 159.587161333185 |
| 2006-05-01 | 161.161048982341 |
| 2006-06-01 | 162.127379764449 |
| 2006-07-01 | 162.582950524867 |
| 2006-08-01 | 162.222813424899 |
| 2006-09-01 | 161.593973367654 |
| 2006-10-01 | 160.891337312932 |
| 2006-11-01 | 160.752522297674 |
| 2006-12-01 | 160.991089943549 |
| 2007-01-01 | 160.669679002094 |
| 2007-02-01 | 161.612118452215 |
| 2007-03-01 | 162.190650756874 |
| 2007-04-01 | 160.948693004096 |
| 2007-05-01 | 162.017717736566 |
| 2007-06-01 | 161.801192901406 |
| 2007-07-01 | 162.522290529141 |
| 2007-08-01 | 162.528998165054 |
| 2007-09-01 | 162.506346467856 |
| 2007-10-01 | 170.724844197385 |
| 2007-11-01 | 170.912533379827 |
| 2007-12-01 | 171.045748415300 |
| 2008-01-01 | 171.570599205398 |
| 2008-02-01 | 171.470637648526 |
| 2008-03-01 | 170.673335639385 |
| 2008-04-01 | 170.409034463837 |
| 2008-05-01 | 169.957453885036 |
| 2008-06-01 | 170.095063586446 |
| 2008-07-01 | 170.049100649078 |
| 2008-08-01 | 169.716692719643 |
| 2008-09-01 | 169.139929289420 |
| 2008-10-01 | 168.123273013024 |
| 2008-11-01 | 167.027231211991 |
| 2008-12-01 | 166.502152715582 |
| 2009-01-01 | 164.477368377917 |
| 2009-02-01 | 162.332037987649 |
| 2009-03-01 | 160.346146908268 |
| 2009-04-01 | 157.667695322978 |
| 2009-05-01 | 157.123534220837 |
| 2009-06-01 | 156.933998254281 |
| 2009-07-01 | 155.719283134549 |
| 2009-08-01 | 155.399972997098 |
| 2009-09-01 | 154.417749185018 |
| 2009-10-01 | 155.267147579609 |
| 2009-11-01 | 155.130806793667 |
| 2009-12-01 | 155.581529428111 |
| 2010-01-01 | 153.314571156266 |
| 2010-02-01 | 153.984990826481 |
| 2010-03-01 | 154.534697867687 |
| 2010-04-01 | 155.292349838869 |
| 2010-05-01 | 155.653577956032 |
| 2010-06-01 | 156.227162875593 |
| 2010-07-01 | 155.955831188045 |
| 2010-08-01 | 156.191889972553 |
| 2010-09-01 | 157.194436337693 |
| 2010-10-01 | 156.579595093686 |
| 2010-11-01 | 157.590985605023 |
| 2010-12-01 | 157.170899381274 |
| 2011-01-01 | 157.084804868539 |
| 2011-02-01 | 157.660337124702 |
| 2011-03-01 | 158.791641764146 |
| 2011-04-01 | 159.353183187289 |
| 2011-05-01 | 159.749131884586 |
| 2011-06-01 | 159.776361000333 |
| 2011-07-01 | 160.543765069346 |
| 2011-08-01 | 160.891894690403 |
| 2011-09-01 | 161.496286875752 |
| 2011-10-01 | 161.779962985790 |
| 2011-11-01 | 161.519870443967 |
| 2011-12-01 | 162.640369143996 |
| 2012-01-01 | 163.927023817781 |
| 2012-02-01 | 164.335964941062 |
| 2012-03-01 | 164.834973305295 |
| 2012-04-01 | 166.248747922336 |
| 2012-05-01 | 167.089327101168 |
| 2012-06-01 | 167.404439617703 |
| 2012-07-01 | 167.663340115860 |
| 2012-08-01 | 168.215131901012 |
| 2012-09-01 | 169.534453778394 |
| 2012-10-01 | 170.877077082096 |
| 2012-11-01 | 171.639254824597 |
| 2012-12-01 | 171.934832688482 |
| 2013-01-01 | 172.608798270272 |
| 2013-02-01 | 172.442467105308 |
| 2013-03-01 | 172.201540271669 |
| 2013-04-01 | 172.053136621172 |
| 2013-05-01 | 172.024127986238 |
| 2013-06-01 | 171.446751913435 |
| 2013-07-01 | 172.034005099565 |
| 2013-08-01 | 172.607423059776 |
| 2013-09-01 | 172.433390673801 |
| 2013-10-01 | 172.627587663149 |
| 2013-11-01 | 172.726484802353 |
| 2013-12-01 | 173.375312917121 |
| 2014-01-01 | 173.782356833913 |
| 2014-02-01 | 174.700180259527 |
| 2014-03-01 | 175.216765241388 |
| 2014-04-01 | 175.319632642108 |
| 2014-05-01 | 177.239117288099 |
| 2014-06-01 | 176.591914579818 |
| 2014-07-01 | 174.170567556831 |
| 2014-08-01 | 175.399388275765 |
| 2014-09-01 | 175.277607125760 |
| 2014-10-01 | 174.074749985174 |
| 2014-11-01 | 174.926024307132 |
| 2014-12-01 | 174.889943921181 |
| 2015-01-01 | 176.400352895564 |
| 2015-02-01 | 176.853086871037 |
| 2015-03-01 | 177.199400559031 |
| 2015-04-01 | 178.125723117909 |
| 2015-05-01 | 177.215106882932 |
| 2015-06-01 | 176.864612647789 |
| 2015-07-01 | 177.094479856391 |
| 2015-08-01 | 177.477229551882 |
| 2015-09-01 | 177.298276886418 |
| 2015-10-01 | 178.170308221858 |
| 2015-11-01 | 178.637701216339 |
| 2015-12-01 | 179.502617116378 |
| 2016-01-01 | 179.195439118683 |
| 2016-02-01 | 179.121458971998 |
| 2016-03-01 | 178.403349168280 |
| 2016-04-01 | 180.876061861054 |
| 2016-05-01 | 180.331126859911 |
| 2016-06-01 | 180.510582752318 |
| 2016-07-01 | 181.939097126564 |
| 2016-08-01 | 182.308559482117 |
| 2016-09-01 | 182.948852639999 |
| 2016-10-01 | 182.919519130745 |
| 2016-11-01 | 183.815895274120 |
| 2016-12-01 | 182.504878224860 |
| 2017-01-01 | 182.761459001850 |
| 2017-02-01 | 183.396408723910 |
| 2017-03-01 | 184.380813851270 |
| 2017-04-01 | 183.568211780708 |
| 2017-05-01 | 183.656117672197 |
| 2017-06-01 | 184.887698365458 |
| 2017-07-01 | 185.063688001454 |
| 2017-08-01 | 185.171090337251 |
| 2017-09-01 | 185.769592452314 |
| 2017-10-01 | 185.786790007473 |
| 2017-11-01 | 185.189382513132 |
| 2017-12-01 | 185.708519143209 |
| 2018-01-01 | 186.094568942715 |
| 2018-02-01 | 187.021838509749 |
| 2018-03-01 | 187.825573307467 |
| 2018-04-01 | 188.607900431290 |
| 2018-05-01 | 189.417302405574 |
| 2018-06-01 | 189.492603603065 |
| 2018-07-01 | 190.280349254681 |
| 2018-08-01 | 190.902595657862 |
| 2018-09-01 | 191.750224304775 |
| 2018-10-01 | 190.900633214661 |
| 2018-11-01 | 191.159702586278 |
| 2018-12-01 | 192.034106430634 |
| 2019-01-01 | 191.011657849506 |
| 2019-02-01 | 190.796633524404 |
| 2019-03-01 | 191.657159490899 |
| 2019-04-01 | 191.995716213574 |
| 2019-05-01 | 192.116814316451 |
| 2019-06-01 | 193.203211160661 |
| 2019-07-01 | 193.619394177745 |
| 2019-08-01 | 194.648644800307 |
| 2019-09-01 | 194.265681115780 |
| 2019-10-01 | 193.782854635339 |
| 2019-11-01 | 196.358594358929 |
| 2019-12-01 | 196.752810616390 |
| 2020-01-01 | 196.933229931499 |
| 2020-02-01 | 197.338260831149 |
| 2020-03-01 | 195.745671595829 |
| 2020-04-01 | 177.619284114015 |
| 2020-05-01 | 179.325322900246 |
| 2020-06-01 | 180.765795788921 |
| 2020-07-01 | 180.769826583391 |
| 2020-08-01 | 180.764267496663 |
| 2020-09-01 | 180.091997929013 |
| 2020-10-01 | 183.086547800241 |
| 2020-11-01 | 183.805600935581 |
| 2020-12-01 | 185.152770181589 |
| 2021-01-01 | 186.436656887791 |
| 2021-02-01 | 186.970445829318 |
| 2021-03-01 | 188.348780700882 |
| 2021-04-01 | 189.701120704415 |
| 2021-05-01 | 190.598026398160 |
| 2021-06-01 | 189.459245393334 |
| 2021-07-01 | 190.613588688018 |
| 2021-08-01 | 191.212172911623 |
| 2021-09-01 | 191.678988419720 |
| 2021-10-01 | 194.182362950861 |
| 2021-11-01 | 196.288966933721 |
| 2021-12-01 | 195.219721480269 |
| 2022-01-01 | 196.223309269630 |
| 2022-02-01 | 197.047238314437 |
| 2022-03-01 | 197.422034901064 |
| 2022-04-01 | 195.948727269722 |
| 2022-05-01 | 195.432584174414 |
| 2022-06-01 | 195.866797719090 |
| 2022-07-01 | 194.248963168875 |
| 2022-08-01 | 194.425212397973 |
| 2022-09-01 | 194.216466096222 |
| 2022-10-01 | 193.173235960596 |
| 2022-11-01 | 192.072019681754 |
| 2022-12-01 | 192.176989708314 |
| 2023-01-01 | 188.916228555843 |
| 2023-02-01 | 188.943549147126 |
| 2023-03-01 | 188.059754290034 |
| 2023-04-01 | 188.807179611060 |
| 2023-05-01 | 188.295915523527 |
| 2023-06-01 | 188.261434771597 |
| 2023-07-01 | 188.258858264811 |
| 2023-08-01 | 188.732115149677 |
| 2023-09-01 | 188.862347699891 |
| 2023-10-01 | 187.568461354678 |
| 2023-11-01 | 187.896817814492 |
| 2023-12-01 | 187.659823368972 |
| 2024-01-01 | 188.875690576230 |
| 2024-02-01 | 187.592967626047 |
| 2024-03-01 | 186.848483064098 |
| 2024-04-01 | 186.954302919091 |
| 2024-05-01 | 186.872914387597 |
| 2024-06-01 | 186.233403403019 |
| 2024-07-01 | 186.814007419706 |
| 2024-08-01 | 186.079170860617 |
| 2024-09-01 | 185.414632959286 |
| 2024-10-01 | 186.075980315360 |
| 2024-11-01 | 185.594367836605 |
| 2024-12-01 | 184.190353645422 |
| 2025-01-01 | 185.624030640053 |
| 2025-02-01 | 184.726725662550 |
| 2025-03-01 | 184.840288501822 |
| 2025-04-01 | 184.409357113278 |
| 2025-05-01 | 183.610942822360 |
| 2025-06-01 | 182.213771210416 |
| 2025-07-01 | 183.600274582908 |
| 2025-08-01 | 182.683529697640 |
| 2025-09-01 | 182.177127019040 |
| 2025-10-01 | 181.732518669955 |
| 2025-11-01 | 181.595833121936 |
| 2025-12-01 | 181.994649064678 |
| 2026-01-01 | 181.690202657022 |
| 2026-02-01 | 181.819546319528 |
| 2026-03-01 | 182.436000833930 |
| 2026-04-01 | 181.163231637637 |