Table Data - All Employees: Professional and Business Services: Administrative and Support Services in Oakland-Fremont-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services: Administrative and Support Services in Oakland-Fremont-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846056100001SA |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 11:00 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 | 43.2778381040 |
| 1990-02-01 | 43.2174919455 |
| 1990-03-01 | 43.2068653919 |
| 1990-04-01 | 42.5831512012 |
| 1990-05-01 | 42.8297300970 |
| 1990-06-01 | 43.3764286162 |
| 1990-07-01 | 44.7687874840 |
| 1990-08-01 | 43.9671535382 |
| 1990-09-01 | 43.4663792473 |
| 1990-10-01 | 43.6305547104 |
| 1990-11-01 | 43.8885642428 |
| 1990-12-01 | 44.0063929752 |
| 1991-01-01 | 43.6739093338 |
| 1991-02-01 | 43.7299716243 |
| 1991-03-01 | 43.6655614163 |
| 1991-04-01 | 44.1963463470 |
| 1991-05-01 | 44.4797155176 |
| 1991-06-01 | 44.4093013843 |
| 1991-07-01 | 43.9136485572 |
| 1991-08-01 | 43.6265545888 |
| 1991-09-01 | 43.4623868717 |
| 1991-10-01 | 42.6243498345 |
| 1991-11-01 | 42.7784952839 |
| 1991-12-01 | 42.8815963609 |
| 1992-01-01 | 42.6556858356 |
| 1992-02-01 | 42.4188293309 |
| 1992-03-01 | 42.1023773822 |
| 1992-04-01 | 42.1491828269 |
| 1992-05-01 | 42.3737181755 |
| 1992-06-01 | 42.1111545412 |
| 1992-07-01 | 42.2850744961 |
| 1992-08-01 | 42.0654963297 |
| 1992-09-01 | 42.4642915988 |
| 1992-10-01 | 42.4403853237 |
| 1992-11-01 | 42.4383953736 |
| 1992-12-01 | 41.9115981239 |
| 1993-01-01 | 43.1998309531 |
| 1993-02-01 | 43.3540461286 |
| 1993-03-01 | 43.5044157806 |
| 1993-04-01 | 44.3462810897 |
| 1993-05-01 | 44.2387403010 |
| 1993-06-01 | 44.3761463718 |
| 1993-07-01 | 45.3238652154 |
| 1993-08-01 | 46.0547970866 |
| 1993-09-01 | 45.9640450414 |
| 1993-10-01 | 47.0192332670 |
| 1993-11-01 | 47.1761577618 |
| 1993-12-01 | 47.2077254068 |
| 1994-01-01 | 46.1618414765 |
| 1994-02-01 | 46.4264837170 |
| 1994-03-01 | 47.2860622476 |
| 1994-04-01 | 47.4815119382 |
| 1994-05-01 | 47.6525381453 |
| 1994-06-01 | 47.6515362832 |
| 1994-07-01 | 47.1548189053 |
| 1994-08-01 | 46.8304390165 |
| 1994-09-01 | 47.5739516504 |
| 1994-10-01 | 47.2870300791 |
| 1994-11-01 | 48.0463735249 |
| 1994-12-01 | 48.2808842298 |
| 1995-01-01 | 49.1778189059 |
| 1995-02-01 | 49.5621765354 |
| 1995-03-01 | 50.2008833130 |
| 1995-04-01 | 48.6964286329 |
| 1995-05-01 | 49.2966497018 |
| 1995-06-01 | 49.7518104056 |
| 1995-07-01 | 50.0876532753 |
| 1995-08-01 | 50.2799507472 |
| 1995-09-01 | 51.0459018629 |
| 1995-10-01 | 51.5467251514 |
| 1995-11-01 | 51.4046418521 |
| 1995-12-01 | 51.3095745384 |
| 1996-01-01 | 54.5272499904 |
| 1996-02-01 | 52.5136211054 |
| 1996-03-01 | 51.9846135760 |
| 1996-04-01 | 52.0917286359 |
| 1996-05-01 | 52.5920416508 |
| 1996-06-01 | 53.4118792710 |
| 1996-07-01 | 56.8451843031 |
| 1996-08-01 | 57.7990835153 |
| 1996-09-01 | 58.5539220819 |
| 1996-10-01 | 59.4664715612 |
| 1996-11-01 | 61.2334595255 |
| 1996-12-01 | 61.4247229534 |
| 1997-01-01 | 59.5232886457 |
| 1997-02-01 | 58.4882555075 |
| 1997-03-01 | 59.2825497763 |
| 1997-04-01 | 60.4227137133 |
| 1997-05-01 | 61.3391298706 |
| 1997-06-01 | 61.8064394408 |
| 1997-07-01 | 64.3330446704 |
| 1997-08-01 | 63.4270826685 |
| 1997-09-01 | 63.9608133713 |
| 1997-10-01 | 61.9098271995 |
| 1997-11-01 | 61.4011506782 |
| 1997-12-01 | 61.5952095417 |
| 1998-01-01 | 62.3745630930 |
| 1998-02-01 | 63.7119606430 |
| 1998-03-01 | 64.3201315651 |
| 1998-04-01 | 63.4430302847 |
| 1998-05-01 | 63.1052356219 |
| 1998-06-01 | 62.8397758929 |
| 1998-07-01 | 62.0617845546 |
| 1998-08-01 | 62.4865888964 |
| 1998-09-01 | 62.4038835907 |
| 1998-10-01 | 62.5183476292 |
| 1998-11-01 | 63.3751746058 |
| 1998-12-01 | 63.4068007751 |
| 1999-01-01 | 63.2523759862 |
| 1999-02-01 | 63.0835141115 |
| 1999-03-01 | 63.6703668927 |
| 1999-04-01 | 64.2391317506 |
| 1999-05-01 | 63.8141044402 |
| 1999-06-01 | 63.8582076145 |
| 1999-07-01 | 64.6656061501 |
| 1999-08-01 | 63.8902249074 |
| 1999-09-01 | 64.0955388221 |
| 1999-10-01 | 65.1355061644 |
| 1999-11-01 | 65.1918652265 |
| 1999-12-01 | 65.8323942419 |
| 2000-01-01 | 66.6697474603 |
| 2000-02-01 | 66.4983072292 |
| 2000-03-01 | 66.4423274115 |
| 2000-04-01 | 67.9121070848 |
| 2000-05-01 | 67.9377043148 |
| 2000-06-01 | 67.8093426018 |
| 2000-07-01 | 67.5268192885 |
| 2000-08-01 | 66.4962881347 |
| 2000-09-01 | 67.5209622532 |
| 2000-10-01 | 67.2150442272 |
| 2000-11-01 | 67.4945006088 |
| 2000-12-01 | 66.0821644461 |
| 2001-01-01 | 63.7764953312 |
| 2001-02-01 | 62.7979687229 |
| 2001-03-01 | 61.8392717412 |
| 2001-04-01 | 59.9152843863 |
| 2001-05-01 | 59.4708653073 |
| 2001-06-01 | 58.9778882453 |
| 2001-07-01 | 57.6430811281 |
| 2001-08-01 | 56.8549344952 |
| 2001-09-01 | 56.2596580050 |
| 2001-10-01 | 55.5893921469 |
| 2001-11-01 | 54.9632205131 |
| 2001-12-01 | 54.6591129851 |
| 2002-01-01 | 54.9977524052 |
| 2002-02-01 | 54.3219425598 |
| 2002-03-01 | 54.6365807102 |
| 2002-04-01 | 53.2590086608 |
| 2002-05-01 | 53.1830593585 |
| 2002-06-01 | 52.5780497293 |
| 2002-07-01 | 52.1789643829 |
| 2002-08-01 | 52.0131046764 |
| 2002-09-01 | 52.0486570994 |
| 2002-10-01 | 51.4248826861 |
| 2002-11-01 | 51.2312053662 |
| 2002-12-01 | 51.1650020834 |
| 2003-01-01 | 50.8507536821 |
| 2003-02-01 | 50.4743138639 |
| 2003-03-01 | 50.2784306977 |
| 2003-04-01 | 50.4060905050 |
| 2003-05-01 | 50.0178551996 |
| 2003-06-01 | 50.4530155601 |
| 2003-07-01 | 52.1819620641 |
| 2003-08-01 | 51.7565783122 |
| 2003-09-01 | 51.5392838727 |
| 2003-10-01 | 51.6975216270 |
| 2003-11-01 | 51.9062210287 |
| 2003-12-01 | 51.6427296058 |
| 2004-01-01 | 52.5429313315 |
| 2004-02-01 | 53.1344175897 |
| 2004-03-01 | 52.7099120978 |
| 2004-04-01 | 54.6644185892 |
| 2004-05-01 | 54.8505470172 |
| 2004-06-01 | 54.8364688847 |
| 2004-07-01 | 53.1978783681 |
| 2004-08-01 | 53.4405797739 |
| 2004-09-01 | 53.5851381630 |
| 2004-10-01 | 54.4790734603 |
| 2004-11-01 | 54.5194683052 |
| 2004-12-01 | 54.6555325546 |
| 2005-01-01 | 54.8773669677 |
| 2005-02-01 | 55.3268286403 |
| 2005-03-01 | 55.0282384250 |
| 2005-04-01 | 55.0050585027 |
| 2005-05-01 | 54.4776721702 |
| 2005-06-01 | 53.7864467152 |
| 2005-07-01 | 54.1964344775 |
| 2005-08-01 | 54.9433861390 |
| 2005-09-01 | 55.5063109395 |
| 2005-10-01 | 55.1288168404 |
| 2005-11-01 | 55.5065245286 |
| 2005-12-01 | 56.0284034980 |
| 2006-01-01 | 56.0080102050 |
| 2006-02-01 | 56.3797969325 |
| 2006-03-01 | 56.7887625847 |
| 2006-04-01 | 56.5904029808 |
| 2006-05-01 | 57.6961529114 |
| 2006-06-01 | 58.2747031681 |
| 2006-07-01 | 59.0875730615 |
| 2006-08-01 | 58.6718133277 |
| 2006-09-01 | 58.0409873161 |
| 2006-10-01 | 57.5981797051 |
| 2006-11-01 | 57.7924623425 |
| 2006-12-01 | 58.0145557288 |
| 2007-01-01 | 58.1857583634 |
| 2007-02-01 | 58.1535327902 |
| 2007-03-01 | 58.2472700400 |
| 2007-04-01 | 58.1519218554 |
| 2007-05-01 | 58.4931259797 |
| 2007-06-01 | 58.1788025871 |
| 2007-07-01 | 58.7310616972 |
| 2007-08-01 | 58.4895250579 |
| 2007-09-01 | 58.5752522336 |
| 2007-10-01 | 59.3754021049 |
| 2007-11-01 | 59.4006679765 |
| 2007-12-01 | 59.3727333065 |
| 2008-01-01 | 58.7244182145 |
| 2008-02-01 | 58.6491445177 |
| 2008-03-01 | 57.7685787986 |
| 2008-04-01 | 57.1338554072 |
| 2008-05-01 | 56.3280020360 |
| 2008-06-01 | 56.2735147295 |
| 2008-07-01 | 55.7496174443 |
| 2008-08-01 | 55.0929251047 |
| 2008-09-01 | 54.5217132817 |
| 2008-10-01 | 53.4632680491 |
| 2008-11-01 | 52.7730497530 |
| 2008-12-01 | 51.7868447550 |
| 2009-01-01 | 51.1399820689 |
| 2009-02-01 | 49.4051834145 |
| 2009-03-01 | 48.4079155882 |
| 2009-04-01 | 48.3210887140 |
| 2009-05-01 | 47.6999349156 |
| 2009-06-01 | 48.0013890828 |
| 2009-07-01 | 47.7688128787 |
| 2009-08-01 | 48.0105930227 |
| 2009-09-01 | 47.6638141821 |
| 2009-10-01 | 47.7083505315 |
| 2009-11-01 | 47.4580578703 |
| 2009-12-01 | 47.8661286344 |
| 2010-01-01 | 44.3488573187 |
| 2010-02-01 | 44.4963921497 |
| 2010-03-01 | 44.4668435445 |
| 2010-04-01 | 45.6877511615 |
| 2010-05-01 | 45.7757311432 |
| 2010-06-01 | 46.0430944466 |
| 2010-07-01 | 45.9901738300 |
| 2010-08-01 | 46.0348856568 |
| 2010-09-01 | 46.3226688465 |
| 2010-10-01 | 46.3177193965 |
| 2010-11-01 | 46.8314607454 |
| 2010-12-01 | 46.6995264988 |
| 2011-01-01 | 46.6291701967 |
| 2011-02-01 | 46.8337091185 |
| 2011-03-01 | 47.1734401424 |
| 2011-04-01 | 47.7215606954 |
| 2011-05-01 | 47.7298517867 |
| 2011-06-01 | 47.8741754979 |
| 2011-07-01 | 47.8915784505 |
| 2011-08-01 | 47.8023540906 |
| 2011-09-01 | 48.1505663726 |
| 2011-10-01 | 48.7387382061 |
| 2011-11-01 | 48.6802857573 |
| 2011-12-01 | 48.6793852598 |
| 2012-01-01 | 49.9195618198 |
| 2012-02-01 | 49.5240982757 |
| 2012-03-01 | 49.8505283239 |
| 2012-04-01 | 49.8971177810 |
| 2012-05-01 | 50.1733351346 |
| 2012-06-01 | 50.0456261076 |
| 2012-07-01 | 50.1441880763 |
| 2012-08-01 | 50.8380094655 |
| 2012-09-01 | 51.3808623209 |
| 2012-10-01 | 52.1597635545 |
| 2012-11-01 | 52.7216828944 |
| 2012-12-01 | 53.2323899771 |
| 2013-01-01 | 53.2067065115 |
| 2013-02-01 | 53.1927987098 |
| 2013-03-01 | 52.9365568926 |
| 2013-04-01 | 53.0302668198 |
| 2013-05-01 | 53.1515133133 |
| 2013-06-01 | 52.3265174762 |
| 2013-07-01 | 53.2559306470 |
| 2013-08-01 | 53.5324333758 |
| 2013-09-01 | 53.4937979007 |
| 2013-10-01 | 53.2641943384 |
| 2013-11-01 | 52.9721053383 |
| 2013-12-01 | 52.4980810285 |
| 2014-01-01 | 53.4058502338 |
| 2014-02-01 | 53.8945794061 |
| 2014-03-01 | 54.1298174799 |
| 2014-04-01 | 54.3397121103 |
| 2014-05-01 | 55.3986195579 |
| 2014-06-01 | 54.8051440191 |
| 2014-07-01 | 54.2011365959 |
| 2014-08-01 | 54.7829120147 |
| 2014-09-01 | 54.8551537149 |
| 2014-10-01 | 54.8275214145 |
| 2014-11-01 | 55.1031463964 |
| 2014-12-01 | 55.4332110152 |
| 2015-01-01 | 55.9099578265 |
| 2015-02-01 | 56.0710370546 |
| 2015-03-01 | 56.5705535006 |
| 2015-04-01 | 57.5076214719 |
| 2015-05-01 | 56.6730291089 |
| 2015-06-01 | 56.3912242032 |
| 2015-07-01 | 56.6453437379 |
| 2015-08-01 | 56.6019292175 |
| 2015-09-01 | 56.5571802601 |
| 2015-10-01 | 56.9589328402 |
| 2015-11-01 | 57.3564063444 |
| 2015-12-01 | 57.6394177886 |
| 2016-01-01 | 57.8377673355 |
| 2016-02-01 | 57.8657217992 |
| 2016-03-01 | 57.9357921495 |
| 2016-04-01 | 59.0236064769 |
| 2016-05-01 | 58.4851334255 |
| 2016-06-01 | 59.0631733561 |
| 2016-07-01 | 59.2119592774 |
| 2016-08-01 | 59.4154730228 |
| 2016-09-01 | 59.6415004603 |
| 2016-10-01 | 59.7107897024 |
| 2016-11-01 | 60.0476492844 |
| 2016-12-01 | 59.6955347821 |
| 2017-01-01 | 60.2528035650 |
| 2017-02-01 | 60.5672203276 |
| 2017-03-01 | 61.8940832651 |
| 2017-04-01 | 60.4867569582 |
| 2017-05-01 | 60.5294208595 |
| 2017-06-01 | 60.6536393194 |
| 2017-07-01 | 61.0319771135 |
| 2017-08-01 | 60.5842476465 |
| 2017-09-01 | 60.5952914290 |
| 2017-10-01 | 60.9072307963 |
| 2017-11-01 | 59.3365602625 |
| 2017-12-01 | 59.3259655073 |
| 2018-01-01 | 59.2951955328 |
| 2018-02-01 | 59.4590413107 |
| 2018-03-01 | 60.0814295478 |
| 2018-04-01 | 60.0538574251 |
| 2018-05-01 | 60.7801494750 |
| 2018-06-01 | 60.3234759949 |
| 2018-07-01 | 60.3783675592 |
| 2018-08-01 | 61.0196994862 |
| 2018-09-01 | 61.4045716665 |
| 2018-10-01 | 60.7556649642 |
| 2018-11-01 | 60.8261879619 |
| 2018-12-01 | 61.3281378917 |
| 2019-01-01 | 59.8188508298 |
| 2019-02-01 | 59.0407462889 |
| 2019-03-01 | 59.9584729603 |
| 2019-04-01 | 60.2155272583 |
| 2019-05-01 | 60.0088865898 |
| 2019-06-01 | 60.8082381707 |
| 2019-07-01 | 60.3553796833 |
| 2019-08-01 | 60.8827765332 |
| 2019-09-01 | 60.9000114458 |
| 2019-10-01 | 61.0758030517 |
| 2019-11-01 | 62.0705811942 |
| 2019-12-01 | 62.4477475195 |
| 2020-01-01 | 62.3795873189 |
| 2020-02-01 | 62.2801120182 |
| 2020-03-01 | 61.7143216692 |
| 2020-04-01 | 50.8411198656 |
| 2020-05-01 | 51.3269656830 |
| 2020-06-01 | 52.4016429610 |
| 2020-07-01 | 53.0960262714 |
| 2020-08-01 | 53.2224982660 |
| 2020-09-01 | 52.6342504441 |
| 2020-10-01 | 54.6203656864 |
| 2020-11-01 | 54.8817859940 |
| 2020-12-01 | 55.3751677349 |
| 2021-01-01 | 56.3569550962 |
| 2021-02-01 | 56.6929359623 |
| 2021-03-01 | 57.2430740711 |
| 2021-04-01 | 57.4698780553 |
| 2021-05-01 | 57.9985083265 |
| 2021-06-01 | 57.3323032475 |
| 2021-07-01 | 57.8148841465 |
| 2021-08-01 | 57.9172027650 |
| 2021-09-01 | 57.8233075079 |
| 2021-10-01 | 59.5910436180 |
| 2021-11-01 | 61.2449491238 |
| 2021-12-01 | 59.7576329382 |
| 2022-01-01 | 59.8946420889 |
| 2022-02-01 | 60.0507334546 |
| 2022-03-01 | 60.0477492806 |
| 2022-04-01 | 59.1262924605 |
| 2022-05-01 | 59.2415280783 |
| 2022-06-01 | 59.5324300805 |
| 2022-07-01 | 58.5898763132 |
| 2022-08-01 | 58.6474006685 |
| 2022-09-01 | 57.9651473639 |
| 2022-10-01 | 57.8934398293 |
| 2022-11-01 | 56.8792142578 |
| 2022-12-01 | 56.7299292542 |
| 2023-01-01 | 55.7692173762 |
| 2023-02-01 | 55.8179368886 |
| 2023-03-01 | 55.7948535009 |
| 2023-04-01 | 56.3361700088 |
| 2023-05-01 | 55.8014979404 |
| 2023-06-01 | 55.6556867793 |
| 2023-07-01 | 56.1879748182 |
| 2023-08-01 | 56.1794684844 |
| 2023-09-01 | 56.5179518163 |
| 2023-10-01 | 55.7379800882 |
| 2023-11-01 | 56.2536743733 |
| 2023-12-01 | 56.0658889407 |
| 2024-01-01 | 56.6107357096 |
| 2024-02-01 | 56.2535896387 |
| 2024-03-01 | 56.0976148062 |
| 2024-04-01 | 56.5528388740 |
| 2024-05-01 | 56.7814536744 |
| 2024-06-01 | 56.3340810215 |
| 2024-07-01 | 56.8003671440 |
| 2024-08-01 | 57.0179288354 |
| 2024-09-01 | 56.6210085089 |
| 2024-10-01 | 56.9584468361 |
| 2024-11-01 | 57.1626980563 |
| 2024-12-01 | 56.4787050365 |
| 2025-01-01 | 57.9485540310 |
| 2025-02-01 | 57.5964525944 |
| 2025-03-01 | 57.6440943281 |
| 2025-04-01 | 57.5365918886 |
| 2025-05-01 | 57.2893036980 |
| 2025-06-01 | 56.7498048514 |
| 2025-07-01 | 57.8189225101 |
| 2025-08-01 | 57.0741649390 |
| 2025-09-01 | 57.0132308233 |
| 2025-10-01 | 57.1448282378 |
| 2025-11-01 | 57.0679151704 |
| 2025-12-01 | 57.2837024013 |
| 2026-01-01 | 57.1665894251 |
| 2026-02-01 | 57.2439445096 |
| 2026-03-01 | 57.6700574333 |
| 2026-04-01 | 56.7720346460 |
| 2026-05-01 | 56.3970234741 |
| 2026-06-01 | 56.6640875525 |
| 2026-07-01 | 56.0318320413 |
| 2026-08-01 | 55.8536964400 |