Table Data - All Employees: Professional and Business Services: Computer Systems Design and Related Services in Oakland-Fremont-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services: Computer Systems Design and Related Services in Oakland-Fremont-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846054150001SA |
| 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 10:58 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 | 4.8055469678 |
| 1990-02-01 | 4.9107542526 |
| 1990-03-01 | 4.9540474751 |
| 1990-04-01 | 4.9761482902 |
| 1990-05-01 | 5.0987867936 |
| 1990-06-01 | 5.1542370661 |
| 1990-07-01 | 5.0858651791 |
| 1990-08-01 | 5.1495611392 |
| 1990-09-01 | 5.2330614307 |
| 1990-10-01 | 5.3195850247 |
| 1990-11-01 | 5.3652793226 |
| 1990-12-01 | 5.3452292141 |
| 1991-01-01 | 5.6056542175 |
| 1991-02-01 | 5.9128095664 |
| 1991-03-01 | 5.9542937122 |
| 1991-04-01 | 6.4725896494 |
| 1991-05-01 | 6.3032020217 |
| 1991-06-01 | 6.3544472958 |
| 1991-07-01 | 6.4887325493 |
| 1991-08-01 | 6.5491283819 |
| 1991-09-01 | 6.5352418276 |
| 1991-10-01 | 6.4156671771 |
| 1991-11-01 | 6.4607891369 |
| 1991-12-01 | 6.4313757078 |
| 1992-01-01 | 6.5151813678 |
| 1992-02-01 | 6.3181927585 |
| 1992-03-01 | 6.4561773866 |
| 1992-04-01 | 6.4668846747 |
| 1992-05-01 | 6.4133252869 |
| 1992-06-01 | 6.3625877119 |
| 1992-07-01 | 6.7829774313 |
| 1992-08-01 | 6.5487301796 |
| 1992-09-01 | 6.6364675993 |
| 1992-10-01 | 6.7136192433 |
| 1992-11-01 | 6.7391735495 |
| 1992-12-01 | 6.7062651557 |
| 1993-01-01 | 6.8422693098 |
| 1993-02-01 | 6.7374425031 |
| 1993-03-01 | 6.8603620789 |
| 1993-04-01 | 6.4645338218 |
| 1993-05-01 | 6.5173323037 |
| 1993-06-01 | 6.5629228077 |
| 1993-07-01 | 6.1821306975 |
| 1993-08-01 | 6.4473499056 |
| 1993-09-01 | 6.4401497478 |
| 1993-10-01 | 6.6008829323 |
| 1993-11-01 | 6.6094532465 |
| 1993-12-01 | 6.6776453304 |
| 1994-01-01 | 6.7831361521 |
| 1994-02-01 | 6.8556700102 |
| 1994-03-01 | 6.9826235725 |
| 1994-04-01 | 7.1645802720 |
| 1994-05-01 | 7.1114568390 |
| 1994-06-01 | 7.1588702116 |
| 1994-07-01 | 7.1783267942 |
| 1994-08-01 | 7.2421066445 |
| 1994-09-01 | 7.2497826105 |
| 1994-10-01 | 7.1856226688 |
| 1994-11-01 | 7.1753817668 |
| 1994-12-01 | 7.3448192849 |
| 1995-01-01 | 7.3272067228 |
| 1995-02-01 | 7.4824510088 |
| 1995-03-01 | 7.6182145119 |
| 1995-04-01 | 7.1595462918 |
| 1995-05-01 | 7.3928900247 |
| 1995-06-01 | 7.4486814124 |
| 1995-07-01 | 7.6823676376 |
| 1995-08-01 | 7.6368340063 |
| 1995-09-01 | 7.7658754087 |
| 1995-10-01 | 7.6615018314 |
| 1995-11-01 | 7.8484237331 |
| 1995-12-01 | 7.8155398675 |
| 1996-01-01 | 7.6630997577 |
| 1996-02-01 | 7.8036680238 |
| 1996-03-01 | 7.9633422628 |
| 1996-04-01 | 7.9520082039 |
| 1996-05-01 | 8.2667347349 |
| 1996-06-01 | 8.4400353525 |
| 1996-07-01 | 8.3821822126 |
| 1996-08-01 | 8.6384968564 |
| 1996-09-01 | 8.7914291115 |
| 1996-10-01 | 9.1439489931 |
| 1996-11-01 | 9.2197915270 |
| 1996-12-01 | 9.1947351093 |
| 1997-01-01 | 9.5740364570 |
| 1997-02-01 | 9.8267745245 |
| 1997-03-01 | 9.9928430362 |
| 1997-04-01 | 10.5548853760 |
| 1997-05-01 | 10.6385037078 |
| 1997-06-01 | 10.8239084976 |
| 1997-07-01 | 11.3967364827 |
| 1997-08-01 | 11.5476780835 |
| 1997-09-01 | 11.4334611286 |
| 1997-10-01 | 11.5230926645 |
| 1997-11-01 | 11.6910479795 |
| 1997-12-01 | 11.9831563860 |
| 1998-01-01 | 12.1602035025 |
| 1998-02-01 | 12.2307372537 |
| 1998-03-01 | 12.3161507276 |
| 1998-04-01 | 12.4568166684 |
| 1998-05-01 | 12.5242260005 |
| 1998-06-01 | 12.6134990900 |
| 1998-07-01 | 12.8097964786 |
| 1998-08-01 | 12.9622347662 |
| 1998-09-01 | 13.1889242559 |
| 1998-10-01 | 13.4057418824 |
| 1998-11-01 | 13.4675877050 |
| 1998-12-01 | 13.5711947014 |
| 1999-01-01 | 13.3340652881 |
| 1999-02-01 | 13.7161064338 |
| 1999-03-01 | 13.9162684875 |
| 1999-04-01 | 14.1726468864 |
| 1999-05-01 | 14.4237545600 |
| 1999-06-01 | 14.6067201179 |
| 1999-07-01 | 14.7278530597 |
| 1999-08-01 | 14.8822706928 |
| 1999-09-01 | 15.1373552185 |
| 1999-10-01 | 15.3933111796 |
| 1999-11-01 | 15.6507045838 |
| 1999-12-01 | 15.7523517678 |
| 2000-01-01 | 16.3168642480 |
| 2000-02-01 | 16.5835152784 |
| 2000-03-01 | 16.9986861091 |
| 2000-04-01 | 17.1928518439 |
| 2000-05-01 | 17.6392322536 |
| 2000-06-01 | 18.1122563755 |
| 2000-07-01 | 18.2306039293 |
| 2000-08-01 | 18.6000156280 |
| 2000-09-01 | 18.7724829870 |
| 2000-10-01 | 18.9947199529 |
| 2000-11-01 | 19.3423652429 |
| 2000-12-01 | 19.4396724626 |
| 2001-01-01 | 19.8119443306 |
| 2001-02-01 | 19.5397618333 |
| 2001-03-01 | 19.3571813558 |
| 2001-04-01 | 19.4230604108 |
| 2001-05-01 | 19.0624619061 |
| 2001-06-01 | 18.6207960581 |
| 2001-07-01 | 17.7296818720 |
| 2001-08-01 | 17.5126786383 |
| 2001-09-01 | 17.1844477299 |
| 2001-10-01 | 17.1017316091 |
| 2001-11-01 | 16.7463426748 |
| 2001-12-01 | 16.8362400153 |
| 2002-01-01 | 16.2176240034 |
| 2002-02-01 | 15.9987852639 |
| 2002-03-01 | 15.8234645519 |
| 2002-04-01 | 15.6289498375 |
| 2002-05-01 | 15.6828729318 |
| 2002-06-01 | 15.6364625496 |
| 2002-07-01 | 15.5227407712 |
| 2002-08-01 | 15.4135712980 |
| 2002-09-01 | 15.4789043535 |
| 2002-10-01 | 15.4133782528 |
| 2002-11-01 | 15.3700870791 |
| 2002-12-01 | 15.3520444244 |
| 2003-01-01 | 15.1214736649 |
| 2003-02-01 | 15.0686719904 |
| 2003-03-01 | 15.1893635524 |
| 2003-04-01 | 14.8286100818 |
| 2003-05-01 | 14.7908396358 |
| 2003-06-01 | 14.7426142892 |
| 2003-07-01 | 14.8208447179 |
| 2003-08-01 | 14.8172163174 |
| 2003-09-01 | 14.7589575611 |
| 2003-10-01 | 14.8188446096 |
| 2003-11-01 | 14.9967876748 |
| 2003-12-01 | 14.9774623264 |
| 2004-01-01 | 15.6285554724 |
| 2004-02-01 | 15.6591216210 |
| 2004-03-01 | 15.7644792778 |
| 2004-04-01 | 15.8204341692 |
| 2004-05-01 | 15.6896292531 |
| 2004-06-01 | 15.7344662695 |
| 2004-07-01 | 16.0180006008 |
| 2004-08-01 | 16.0162409838 |
| 2004-09-01 | 16.1464473800 |
| 2004-10-01 | 15.8205192839 |
| 2004-11-01 | 16.0125893481 |
| 2004-12-01 | 16.2177155021 |
| 2005-01-01 | 15.9257531768 |
| 2005-02-01 | 15.8690122738 |
| 2005-03-01 | 15.8480648786 |
| 2005-04-01 | 15.9137343176 |
| 2005-05-01 | 15.9836003066 |
| 2005-06-01 | 15.9239570367 |
| 2005-07-01 | 15.8134651747 |
| 2005-08-01 | 15.9102629027 |
| 2005-09-01 | 15.9382827458 |
| 2005-10-01 | 15.8145262105 |
| 2005-11-01 | 15.8140020083 |
| 2005-12-01 | 15.8543792043 |
| 2006-01-01 | 16.0124612242 |
| 2006-02-01 | 16.0977837690 |
| 2006-03-01 | 16.1548518871 |
| 2006-04-01 | 16.2111091378 |
| 2006-05-01 | 16.2717420801 |
| 2006-06-01 | 16.3126411858 |
| 2006-07-01 | 16.1014145029 |
| 2006-08-01 | 16.1985501834 |
| 2006-09-01 | 16.2457807114 |
| 2006-10-01 | 16.4002169853 |
| 2006-11-01 | 16.4022874315 |
| 2006-12-01 | 16.4878322630 |
| 2007-01-01 | 16.4908388464 |
| 2007-02-01 | 16.6393634200 |
| 2007-03-01 | 16.6722743043 |
| 2007-04-01 | 16.6110473682 |
| 2007-05-01 | 16.5594750957 |
| 2007-06-01 | 16.7123050335 |
| 2007-07-01 | 16.6787559153 |
| 2007-08-01 | 16.5876209413 |
| 2007-09-01 | 16.5537777003 |
| 2007-10-01 | 16.5859134289 |
| 2007-11-01 | 16.6889121861 |
| 2007-12-01 | 16.8012853994 |
| 2008-01-01 | 16.3713360456 |
| 2008-02-01 | 16.5771328576 |
| 2008-03-01 | 16.7017350868 |
| 2008-04-01 | 16.8093260574 |
| 2008-05-01 | 16.9545372982 |
| 2008-06-01 | 17.0229841847 |
| 2008-07-01 | 17.2445313479 |
| 2008-08-01 | 17.4779580670 |
| 2008-09-01 | 17.5618598880 |
| 2008-10-01 | 17.5831151307 |
| 2008-11-01 | 17.5731159183 |
| 2008-12-01 | 17.6069729440 |
| 2009-01-01 | 17.7505158740 |
| 2009-02-01 | 17.6012142036 |
| 2009-03-01 | 17.3406365845 |
| 2009-04-01 | 15.7899975443 |
| 2009-05-01 | 15.9555754071 |
| 2009-06-01 | 15.9572512359 |
| 2009-07-01 | 15.9113202883 |
| 2009-08-01 | 15.8693534828 |
| 2009-09-01 | 15.8591896692 |
| 2009-10-01 | 16.0837406765 |
| 2009-11-01 | 16.1658637849 |
| 2009-12-01 | 16.2040792266 |
| 2010-01-01 | 16.1278534750 |
| 2010-02-01 | 16.4050275815 |
| 2010-03-01 | 16.6810545422 |
| 2010-04-01 | 16.7764960528 |
| 2010-05-01 | 16.7587424493 |
| 2010-06-01 | 16.7993452477 |
| 2010-07-01 | 16.8856677586 |
| 2010-08-01 | 16.8650831134 |
| 2010-09-01 | 17.1552448997 |
| 2010-10-01 | 16.6830987513 |
| 2010-11-01 | 16.6484932160 |
| 2010-12-01 | 16.6984485828 |
| 2011-01-01 | 16.3174952548 |
| 2011-02-01 | 16.6010265204 |
| 2011-03-01 | 16.5110519519 |
| 2011-04-01 | 16.6658061345 |
| 2011-05-01 | 16.6668973207 |
| 2011-06-01 | 16.7498986594 |
| 2011-07-01 | 16.7635373217 |
| 2011-08-01 | 16.8586230461 |
| 2011-09-01 | 17.0499886453 |
| 2011-10-01 | 17.0677476914 |
| 2011-11-01 | 17.0290807039 |
| 2011-12-01 | 17.3892162107 |
| 2012-01-01 | 17.6166488940 |
| 2012-02-01 | 17.7916175106 |
| 2012-03-01 | 17.8440857034 |
| 2012-04-01 | 18.1723921057 |
| 2012-05-01 | 18.2843356341 |
| 2012-06-01 | 18.4019655043 |
| 2012-07-01 | 18.4308903591 |
| 2012-08-01 | 18.5421307448 |
| 2012-09-01 | 18.6467893766 |
| 2012-10-01 | 18.7335594647 |
| 2012-11-01 | 18.8007351233 |
| 2012-12-01 | 18.8756668930 |
| 2013-01-01 | 19.0359982204 |
| 2013-02-01 | 19.1033920356 |
| 2013-03-01 | 19.1909367119 |
| 2013-04-01 | 19.0780971150 |
| 2013-05-01 | 19.1911888392 |
| 2013-06-01 | 19.3541246680 |
| 2013-07-01 | 19.5926317528 |
| 2013-08-01 | 19.8020583105 |
| 2013-09-01 | 19.8441356480 |
| 2013-10-01 | 20.2837264838 |
| 2013-11-01 | 20.6866297827 |
| 2013-12-01 | 21.0614745557 |
| 2014-01-01 | 20.9660986552 |
| 2014-02-01 | 21.2301505009 |
| 2014-03-01 | 21.5505627226 |
| 2014-04-01 | 21.4887654879 |
| 2014-05-01 | 21.5841242273 |
| 2014-06-01 | 21.8946621052 |
| 2014-07-01 | 21.1531096934 |
| 2014-08-01 | 21.4458538747 |
| 2014-09-01 | 21.6416599967 |
| 2014-10-01 | 21.4382942475 |
| 2014-11-01 | 21.3785027589 |
| 2014-12-01 | 21.2422364662 |
| 2015-01-01 | 21.5184616104 |
| 2015-02-01 | 21.4726581671 |
| 2015-03-01 | 21.4075205536 |
| 2015-04-01 | 22.4848205531 |
| 2015-05-01 | 22.5627529592 |
| 2015-06-01 | 22.7152346953 |
| 2015-07-01 | 23.0155587973 |
| 2015-08-01 | 23.0932387252 |
| 2015-09-01 | 23.1474351478 |
| 2015-10-01 | 23.3075599910 |
| 2015-11-01 | 23.2850394677 |
| 2015-12-01 | 23.3255025264 |
| 2016-01-01 | 23.1631090626 |
| 2016-02-01 | 23.1005868364 |
| 2016-03-01 | 23.0582332004 |
| 2016-04-01 | 23.2737729416 |
| 2016-05-01 | 23.2453311667 |
| 2016-06-01 | 23.1281514402 |
| 2016-07-01 | 23.2854272052 |
| 2016-08-01 | 23.0453049495 |
| 2016-09-01 | 22.8627656470 |
| 2016-10-01 | 22.7980822750 |
| 2016-11-01 | 22.5935577514 |
| 2016-12-01 | 22.6103902143 |
| 2017-01-01 | 22.4973253945 |
| 2017-02-01 | 22.5086581942 |
| 2017-03-01 | 22.4856678712 |
| 2017-04-01 | 22.6536488544 |
| 2017-05-01 | 22.7382169467 |
| 2017-06-01 | 23.0374971135 |
| 2017-07-01 | 22.6655612598 |
| 2017-08-01 | 22.9164773163 |
| 2017-09-01 | 23.0979361296 |
| 2017-10-01 | 23.0007448814 |
| 2017-11-01 | 23.0967047937 |
| 2017-12-01 | 23.1961213275 |
| 2018-01-01 | 23.2131044571 |
| 2018-02-01 | 23.2981330025 |
| 2018-03-01 | 23.3775917148 |
| 2018-04-01 | 23.4357464103 |
| 2018-05-01 | 23.5527718620 |
| 2018-06-01 | 23.5498346693 |
| 2018-07-01 | 23.4637371186 |
| 2018-08-01 | 23.3063082412 |
| 2018-09-01 | 23.3353133793 |
| 2018-10-01 | 23.4062134935 |
| 2018-11-01 | 23.4852799699 |
| 2018-12-01 | 23.4896466265 |
| 2019-01-01 | 23.5198556695 |
| 2019-02-01 | 23.7739412169 |
| 2019-03-01 | 23.5482064322 |
| 2019-04-01 | 23.5200673012 |
| 2019-05-01 | 23.5724420652 |
| 2019-06-01 | 23.6531082674 |
| 2019-07-01 | 23.9796085977 |
| 2019-08-01 | 23.9271585031 |
| 2019-09-01 | 23.7697548373 |
| 2019-10-01 | 23.5107536440 |
| 2019-11-01 | 23.6609511635 |
| 2019-12-01 | 23.5859226501 |
| 2020-01-01 | 23.7111333439 |
| 2020-02-01 | 23.5503017644 |
| 2020-03-01 | 23.3150284121 |
| 2020-04-01 | 22.6047332728 |
| 2020-05-01 | 22.7985021517 |
| 2020-06-01 | 22.6560166257 |
| 2020-07-01 | 22.7065176651 |
| 2020-08-01 | 22.5604078079 |
| 2020-09-01 | 22.3981830187 |
| 2020-10-01 | 22.3980058419 |
| 2020-11-01 | 22.4382756774 |
| 2020-12-01 | 22.4874969489 |
| 2021-01-01 | 22.2900268145 |
| 2021-02-01 | 22.2268866854 |
| 2021-03-01 | 22.3840728934 |
| 2021-04-01 | 22.4024177193 |
| 2021-05-01 | 22.3171811954 |
| 2021-06-01 | 22.3639012097 |
| 2021-07-01 | 22.3262706693 |
| 2021-08-01 | 22.4094286684 |
| 2021-09-01 | 22.4234010632 |
| 2021-10-01 | 22.4739071550 |
| 2021-11-01 | 22.3108422570 |
| 2021-12-01 | 22.1898113278 |
| 2022-01-01 | 22.1632336050 |
| 2022-02-01 | 22.2058396719 |
| 2022-03-01 | 22.0581519729 |
| 2022-04-01 | 22.2195624718 |
| 2022-05-01 | 22.2333510946 |
| 2022-06-01 | 22.3758033475 |
| 2022-07-01 | 21.8381238123 |
| 2022-08-01 | 21.8552221858 |
| 2022-09-01 | 21.8251396587 |
| 2022-10-01 | 21.4513106145 |
| 2022-11-01 | 21.5014553070 |
| 2022-12-01 | 21.5940429841 |
| 2023-01-01 | 21.1319769950 |
| 2023-02-01 | 20.9757828903 |
| 2023-03-01 | 20.9335745909 |
| 2023-04-01 | 21.0661949826 |
| 2023-05-01 | 20.7450511745 |
| 2023-06-01 | 20.5836593384 |
| 2023-07-01 | 20.0355393993 |
| 2023-08-01 | 20.0956524456 |
| 2023-09-01 | 19.9145096320 |
| 2023-10-01 | 19.9455457790 |
| 2023-11-01 | 19.6957222294 |
| 2023-12-01 | 19.5913154711 |
| 2024-01-01 | 19.5036392989 |
| 2024-02-01 | 19.2482360845 |
| 2024-03-01 | 19.1129347702 |
| 2024-04-01 | 18.7192767784 |
| 2024-05-01 | 18.5657261092 |
| 2024-06-01 | 18.1911159454 |
| 2024-07-01 | 18.3255949124 |
| 2024-08-01 | 18.0087776205 |
| 2024-09-01 | 17.9018560399 |
| 2024-10-01 | 18.1442808427 |
| 2024-11-01 | 17.9076246769 |
| 2024-12-01 | 17.4859237078 |
| 2025-01-01 | 17.4774478241 |
| 2025-02-01 | 17.3207362201 |
| 2025-03-01 | 16.9901515156 |
| 2025-04-01 | 16.7761222577 |
| 2025-05-01 | 16.6891362738 |
| 2025-06-01 | 16.5019783401 |
| 2025-07-01 | 16.7063830150 |
| 2025-08-01 | 16.8084077853 |
| 2025-09-01 | 16.5959732924 |
| 2025-10-01 | 16.1434938490 |
| 2025-11-01 | 16.1127905867 |
| 2025-12-01 | 16.2819387449 |
| 2026-01-01 | 16.1639083652 |
| 2026-02-01 | 16.2037941068 |
| 2026-03-01 | 16.2777841315 |
| 2026-04-01 | 16.1129401251 |
| 2026-05-01 | 16.1104102044 |
| 2026-06-01 | 16.4083494065 |
| 2026-07-01 | 15.8951192932 |
| 2026-08-01 | 15.7951151593 |