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 2026-09-01 |
| Last Updated | 2026-10-20 10:06 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 | 4.8055469769 |
| 1990-02-01 | 4.9107542602 |
| 1990-03-01 | 4.9540474683 |
| 1990-04-01 | 4.9761482200 |
| 1990-05-01 | 5.0987867874 |
| 1990-06-01 | 5.1542370613 |
| 1990-07-01 | 5.0858651810 |
| 1990-08-01 | 5.1495611459 |
| 1990-09-01 | 5.2330614399 |
| 1990-10-01 | 5.3195850391 |
| 1990-11-01 | 5.3652793438 |
| 1990-12-01 | 5.3452292373 |
| 1991-01-01 | 5.6056542296 |
| 1991-02-01 | 5.9128095729 |
| 1991-03-01 | 5.9542937029 |
| 1991-04-01 | 6.4725895649 |
| 1991-05-01 | 6.3032020128 |
| 1991-06-01 | 6.3544472885 |
| 1991-07-01 | 6.4887325473 |
| 1991-08-01 | 6.5491283874 |
| 1991-09-01 | 6.5352418438 |
| 1991-10-01 | 6.4156672076 |
| 1991-11-01 | 6.4607891754 |
| 1991-12-01 | 6.4313757494 |
| 1992-01-01 | 6.5151813983 |
| 1992-02-01 | 6.3181927772 |
| 1992-03-01 | 6.4561773106 |
| 1992-04-01 | 6.4668845348 |
| 1992-05-01 | 6.4133252703 |
| 1992-06-01 | 6.3625876993 |
| 1992-07-01 | 6.7829774327 |
| 1992-08-01 | 6.5487302035 |
| 1992-09-01 | 6.6364676450 |
| 1992-10-01 | 6.7136193118 |
| 1992-11-01 | 6.7391736264 |
| 1992-12-01 | 6.7062652395 |
| 1993-01-01 | 6.8422693559 |
| 1993-02-01 | 6.7374425198 |
| 1993-03-01 | 6.8603618960 |
| 1993-04-01 | 6.4645335873 |
| 1993-05-01 | 6.5173322328 |
| 1993-06-01 | 6.5629227888 |
| 1993-07-01 | 6.1821307301 |
| 1993-08-01 | 6.4473499591 |
| 1993-09-01 | 6.4401497931 |
| 1993-10-01 | 6.6008832121 |
| 1993-11-01 | 6.6094533515 |
| 1993-12-01 | 6.6776454115 |
| 1994-01-01 | 6.7831362182 |
| 1994-02-01 | 6.8556700703 |
| 1994-03-01 | 6.9826233769 |
| 1994-04-01 | 7.1645794066 |
| 1994-05-01 | 7.1114568249 |
| 1994-06-01 | 7.1588702322 |
| 1994-07-01 | 7.1783269948 |
| 1994-08-01 | 7.2421069624 |
| 1994-09-01 | 7.2497827560 |
| 1994-10-01 | 7.1856231967 |
| 1994-11-01 | 7.1753818197 |
| 1994-12-01 | 7.3448191900 |
| 1995-01-01 | 7.3272065879 |
| 1995-02-01 | 7.4824508697 |
| 1995-03-01 | 7.6182141985 |
| 1995-04-01 | 7.1595448305 |
| 1995-05-01 | 7.3928902101 |
| 1995-06-01 | 7.4486817551 |
| 1995-07-01 | 7.6823683136 |
| 1995-08-01 | 7.6368348617 |
| 1995-09-01 | 7.7658758291 |
| 1995-10-01 | 7.6615026546 |
| 1995-11-01 | 7.8484236314 |
| 1995-12-01 | 7.8155392738 |
| 1996-01-01 | 7.6630989572 |
| 1996-02-01 | 7.8036671215 |
| 1996-03-01 | 7.9633413183 |
| 1996-04-01 | 7.9520059210 |
| 1996-05-01 | 8.2667352910 |
| 1996-06-01 | 8.4400366983 |
| 1996-07-01 | 8.3821842924 |
| 1996-08-01 | 8.6384988757 |
| 1996-09-01 | 8.7914302534 |
| 1996-10-01 | 9.1439505416 |
| 1996-11-01 | 9.2197923370 |
| 1996-12-01 | 9.1947305428 |
| 1997-01-01 | 9.5740351445 |
| 1997-02-01 | 9.8267726129 |
| 1997-03-01 | 9.9928405320 |
| 1997-04-01 | 10.5548812109 |
| 1997-05-01 | 10.6385026260 |
| 1997-06-01 | 10.8239175896 |
| 1997-07-01 | 11.3967387972 |
| 1997-08-01 | 11.5476811396 |
| 1997-09-01 | 11.4334636249 |
| 1997-10-01 | 11.5230952167 |
| 1997-11-01 | 11.6910494391 |
| 1997-12-01 | 11.9831477596 |
| 1998-01-01 | 12.1602012197 |
| 1998-02-01 | 12.2307332653 |
| 1998-03-01 | 12.3161449234 |
| 1998-04-01 | 12.4568126391 |
| 1998-05-01 | 12.5242177217 |
| 1998-06-01 | 12.6135189326 |
| 1998-07-01 | 12.8098019888 |
| 1998-08-01 | 12.9622398171 |
| 1998-09-01 | 13.1889281553 |
| 1998-10-01 | 13.4057452720 |
| 1998-11-01 | 13.4675895732 |
| 1998-12-01 | 13.5711814872 |
| 1999-01-01 | 13.3340617318 |
| 1999-02-01 | 13.7161001195 |
| 1999-03-01 | 13.9162590566 |
| 1999-04-01 | 14.1726432664 |
| 1999-05-01 | 14.4237388394 |
| 1999-06-01 | 14.6067505888 |
| 1999-07-01 | 14.7278616434 |
| 1999-08-01 | 14.8822778031 |
| 1999-09-01 | 15.1373605439 |
| 1999-10-01 | 15.3933148039 |
| 1999-11-01 | 15.6507056746 |
| 1999-12-01 | 15.7523372480 |
| 2000-01-01 | 16.3168590114 |
| 2000-02-01 | 16.5835065802 |
| 2000-03-01 | 16.9986738721 |
| 2000-04-01 | 17.1928498709 |
| 2000-05-01 | 17.6392107198 |
| 2000-06-01 | 18.1122906213 |
| 2000-07-01 | 18.2306167872 |
| 2000-08-01 | 18.6000248877 |
| 2000-09-01 | 18.7724891144 |
| 2000-10-01 | 18.9947235217 |
| 2000-11-01 | 19.3423660648 |
| 2000-12-01 | 19.4396565697 |
| 2001-01-01 | 19.8119381098 |
| 2001-02-01 | 19.5397527161 |
| 2001-03-01 | 19.3571689335 |
| 2001-04-01 | 19.4230585186 |
| 2001-05-01 | 19.0624387080 |
| 2001-06-01 | 18.6208314285 |
| 2001-07-01 | 17.7296946864 |
| 2001-08-01 | 17.5126880649 |
| 2001-09-01 | 17.1844539798 |
| 2001-10-01 | 17.1017347570 |
| 2001-11-01 | 16.7463424573 |
| 2001-12-01 | 16.8362267046 |
| 2002-01-01 | 16.2176174316 |
| 2002-02-01 | 15.9987767525 |
| 2002-03-01 | 15.8234537073 |
| 2002-04-01 | 15.6289496685 |
| 2002-05-01 | 15.6828501369 |
| 2002-06-01 | 15.6364917652 |
| 2002-07-01 | 15.5227538047 |
| 2002-08-01 | 15.4135801238 |
| 2002-09-01 | 15.4789095418 |
| 2002-10-01 | 15.4133805963 |
| 2002-11-01 | 15.3700862127 |
| 2002-12-01 | 15.3520340905 |
| 2003-01-01 | 15.1214675991 |
| 2003-02-01 | 15.0686656227 |
| 2003-03-01 | 15.1893562476 |
| 2003-04-01 | 14.8286100336 |
| 2003-05-01 | 14.7908229563 |
| 2003-06-01 | 14.7426342726 |
| 2003-07-01 | 14.8208546961 |
| 2003-08-01 | 14.8172230636 |
| 2003-09-01 | 14.7589613214 |
| 2003-10-01 | 14.8188459751 |
| 2003-11-01 | 14.9967862174 |
| 2003-12-01 | 14.9774560346 |
| 2004-01-01 | 15.6285505527 |
| 2004-02-01 | 15.6591174732 |
| 2004-03-01 | 15.7644756187 |
| 2004-04-01 | 15.8204344333 |
| 2004-05-01 | 15.6896201151 |
| 2004-06-01 | 15.7344759348 |
| 2004-07-01 | 16.0180077001 |
| 2004-08-01 | 16.0162454934 |
| 2004-09-01 | 16.1464495494 |
| 2004-10-01 | 15.8205199501 |
| 2004-11-01 | 16.0125883783 |
| 2004-12-01 | 16.2177103692 |
| 2005-01-01 | 15.9257498869 |
| 2005-02-01 | 15.8690105383 |
| 2005-03-01 | 15.8480642101 |
| 2005-04-01 | 15.9137338105 |
| 2005-05-01 | 15.9835971285 |
| 2005-06-01 | 15.9239631371 |
| 2005-07-01 | 15.8134679507 |
| 2005-08-01 | 15.9102648147 |
| 2005-09-01 | 15.9382837934 |
| 2005-10-01 | 15.8145262871 |
| 2005-11-01 | 15.8140007871 |
| 2005-12-01 | 15.8543749792 |
| 2006-01-01 | 16.0124604327 |
| 2006-02-01 | 16.0977812298 |
| 2006-03-01 | 16.1548531842 |
| 2006-04-01 | 16.2111098708 |
| 2006-05-01 | 16.2717410461 |
| 2006-06-01 | 16.3126457350 |
| 2006-07-01 | 16.1014162921 |
| 2006-08-01 | 16.1985508693 |
| 2006-09-01 | 16.2457807418 |
| 2006-10-01 | 16.4002162398 |
| 2006-11-01 | 16.4022854772 |
| 2006-12-01 | 16.4878283097 |
| 2007-01-01 | 16.4908397899 |
| 2007-02-01 | 16.6393592621 |
| 2007-03-01 | 16.6722768462 |
| 2007-04-01 | 16.6110488898 |
| 2007-05-01 | 16.5594762403 |
| 2007-06-01 | 16.7123086187 |
| 2007-07-01 | 16.6787576397 |
| 2007-08-01 | 16.5876212756 |
| 2007-09-01 | 16.5537771809 |
| 2007-10-01 | 16.5859119111 |
| 2007-11-01 | 16.6889093553 |
| 2007-12-01 | 16.8012813631 |
| 2008-01-01 | 16.3713383589 |
| 2008-02-01 | 16.5771267395 |
| 2008-03-01 | 16.7017387244 |
| 2008-04-01 | 16.8093279032 |
| 2008-05-01 | 16.9545404118 |
| 2008-06-01 | 17.0229867758 |
| 2008-07-01 | 17.2445331894 |
| 2008-08-01 | 17.4779585123 |
| 2008-09-01 | 17.5618592511 |
| 2008-10-01 | 17.5831134448 |
| 2008-11-01 | 17.5731115858 |
| 2008-12-01 | 17.6069693385 |
| 2009-01-01 | 17.7505183388 |
| 2009-02-01 | 17.6012081454 |
| 2009-03-01 | 17.3406403898 |
| 2009-04-01 | 15.7899996467 |
| 2009-05-01 | 15.9555787652 |
| 2009-06-01 | 15.9572538218 |
| 2009-07-01 | 15.9113219531 |
| 2009-08-01 | 15.8693539300 |
| 2009-09-01 | 15.8591890873 |
| 2009-10-01 | 16.0837392406 |
| 2009-11-01 | 16.1658583043 |
| 2009-12-01 | 16.2040760279 |
| 2010-01-01 | 16.1278563063 |
| 2010-02-01 | 16.4050218252 |
| 2010-03-01 | 16.6810584419 |
| 2010-04-01 | 16.7764980801 |
| 2010-05-01 | 16.7587456203 |
| 2010-06-01 | 16.7993474289 |
| 2010-07-01 | 16.8856690559 |
| 2010-08-01 | 16.8650835140 |
| 2010-09-01 | 17.1552444342 |
| 2010-10-01 | 16.6830978228 |
| 2010-11-01 | 16.6484870925 |
| 2010-12-01 | 16.6984465522 |
| 2011-01-01 | 16.3174974857 |
| 2011-02-01 | 16.6010229372 |
| 2011-03-01 | 16.5110549277 |
| 2011-04-01 | 16.6658077536 |
| 2011-05-01 | 16.6668995823 |
| 2011-06-01 | 16.7499001636 |
| 2011-07-01 | 16.7635383767 |
| 2011-08-01 | 16.8586232567 |
| 2011-09-01 | 17.0499882894 |
| 2011-10-01 | 17.0677470988 |
| 2011-11-01 | 17.0290753206 |
| 2011-12-01 | 17.3892150865 |
| 2012-01-01 | 17.6166504187 |
| 2012-02-01 | 17.7916163106 |
| 2012-03-01 | 17.8440881261 |
| 2012-04-01 | 18.1723928228 |
| 2012-05-01 | 18.2843366855 |
| 2012-06-01 | 18.4019661634 |
| 2012-07-01 | 18.4308910110 |
| 2012-08-01 | 18.5421306742 |
| 2012-09-01 | 18.6467892225 |
| 2012-10-01 | 18.7335593554 |
| 2012-11-01 | 18.8007306048 |
| 2012-12-01 | 18.8756668079 |
| 2013-01-01 | 19.0359990676 |
| 2013-02-01 | 19.1033931207 |
| 2013-03-01 | 19.1909387665 |
| 2013-04-01 | 19.0780970389 |
| 2013-05-01 | 19.1911887195 |
| 2013-06-01 | 19.3541244123 |
| 2013-07-01 | 19.5926321680 |
| 2013-08-01 | 19.8020577127 |
| 2013-09-01 | 19.8441353055 |
| 2013-10-01 | 20.2837259994 |
| 2013-11-01 | 20.6866265166 |
| 2013-12-01 | 21.0614744365 |
| 2014-01-01 | 20.9661002345 |
| 2014-02-01 | 21.2301530626 |
| 2014-03-01 | 21.5505668552 |
| 2014-04-01 | 21.4887660134 |
| 2014-05-01 | 21.5841237798 |
| 2014-06-01 | 21.8946598539 |
| 2014-07-01 | 21.1531062971 |
| 2014-08-01 | 21.4458521038 |
| 2014-09-01 | 21.6416593574 |
| 2014-10-01 | 21.4382933543 |
| 2014-11-01 | 21.3785005325 |
| 2014-12-01 | 21.2422360482 |
| 2015-01-01 | 21.5184643066 |
| 2015-02-01 | 21.4726635456 |
| 2015-03-01 | 21.4075296037 |
| 2015-04-01 | 22.4848250486 |
| 2015-05-01 | 22.5627528686 |
| 2015-06-01 | 22.7152280575 |
| 2015-07-01 | 23.0155478514 |
| 2015-08-01 | 23.0932326412 |
| 2015-09-01 | 23.1474331549 |
| 2015-10-01 | 23.3075596412 |
| 2015-11-01 | 23.2850387105 |
| 2015-12-01 | 23.3254992937 |
| 2016-01-01 | 23.1631111419 |
| 2016-02-01 | 23.1006045292 |
| 2016-03-01 | 23.0582471382 |
| 2016-04-01 | 23.2737846985 |
| 2016-05-01 | 23.2453410745 |
| 2016-06-01 | 23.1281553900 |
| 2016-07-01 | 23.2853562093 |
| 2016-08-01 | 23.0453056484 |
| 2016-09-01 | 22.8627646488 |
| 2016-10-01 | 22.7980787519 |
| 2016-11-01 | 22.5935532632 |
| 2016-12-01 | 22.6103917004 |
| 2017-01-01 | 22.4973314489 |
| 2017-02-01 | 22.5087041888 |
| 2017-03-01 | 22.4857002762 |
| 2017-04-01 | 22.6537010350 |
| 2017-05-01 | 22.7382163062 |
| 2017-06-01 | 23.0374805056 |
| 2017-07-01 | 22.6654036027 |
| 2017-08-01 | 22.9164672248 |
| 2017-09-01 | 23.0979306116 |
| 2017-10-01 | 23.0007406649 |
| 2017-11-01 | 23.0967012234 |
| 2017-12-01 | 23.1961362517 |
| 2018-01-01 | 23.2131350599 |
| 2018-02-01 | 23.2982483722 |
| 2018-03-01 | 23.3776944565 |
| 2018-04-01 | 23.4358668861 |
| 2018-05-01 | 23.5527381976 |
| 2018-06-01 | 23.5497304155 |
| 2018-07-01 | 23.4634163233 |
| 2018-08-01 | 23.3062402710 |
| 2018-09-01 | 23.3353012265 |
| 2018-10-01 | 23.4062302239 |
| 2018-11-01 | 23.4852913069 |
| 2018-12-01 | 23.4896978577 |
| 2019-01-01 | 23.5199642079 |
| 2019-02-01 | 23.7741579577 |
| 2019-03-01 | 23.5484336112 |
| 2019-04-01 | 23.5203732115 |
| 2019-05-01 | 23.5725633852 |
| 2019-06-01 | 23.6523913640 |
| 2019-07-01 | 23.9789845805 |
| 2019-08-01 | 23.9271377669 |
| 2019-09-01 | 23.7697936174 |
| 2019-10-01 | 23.5108151759 |
| 2019-11-01 | 23.6609935880 |
| 2019-12-01 | 23.5861593335 |
| 2020-01-01 | 23.7112861977 |
| 2020-02-01 | 23.5505800094 |
| 2020-03-01 | 23.3153007436 |
| 2020-04-01 | 22.6054980403 |
| 2020-05-01 | 22.7987655590 |
| 2020-06-01 | 22.6547644145 |
| 2020-07-01 | 22.7049690095 |
| 2020-08-01 | 22.5605721042 |
| 2020-09-01 | 22.3983690493 |
| 2020-10-01 | 22.3981889548 |
| 2020-11-01 | 22.4384232148 |
| 2020-12-01 | 22.4879776238 |
| 2021-01-01 | 22.2902138455 |
| 2021-02-01 | 22.2271712156 |
| 2021-03-01 | 22.3843759337 |
| 2021-04-01 | 22.4036340787 |
| 2021-05-01 | 22.3175569810 |
| 2021-06-01 | 22.3622240616 |
| 2021-07-01 | 22.3237760192 |
| 2021-08-01 | 22.4096095647 |
| 2021-09-01 | 22.4235130637 |
| 2021-10-01 | 22.4747630968 |
| 2021-11-01 | 22.3109246941 |
| 2021-12-01 | 22.1904143220 |
| 2022-01-01 | 22.1634059971 |
| 2022-02-01 | 22.2061871746 |
| 2022-03-01 | 22.0585518191 |
| 2022-04-01 | 22.2211397202 |
| 2022-05-01 | 22.2336183063 |
| 2022-06-01 | 22.3744259410 |
| 2022-07-01 | 21.8348385195 |
| 2022-08-01 | 21.8545372165 |
| 2022-09-01 | 21.8252531207 |
| 2022-10-01 | 21.4530970598 |
| 2022-11-01 | 21.5015681579 |
| 2022-12-01 | 21.5946615257 |
| 2023-01-01 | 21.1321843045 |
| 2023-02-01 | 20.9762084885 |
| 2023-03-01 | 20.9340621215 |
| 2023-04-01 | 21.0677168619 |
| 2023-05-01 | 20.7451327915 |
| 2023-06-01 | 20.5831333742 |
| 2023-07-01 | 20.0318054044 |
| 2023-08-01 | 20.0934750661 |
| 2023-09-01 | 19.9149342908 |
| 2023-10-01 | 19.9482778941 |
| 2023-11-01 | 19.6959094128 |
| 2023-12-01 | 19.5919763494 |
| 2024-01-01 | 19.5038275938 |
| 2024-02-01 | 19.2485643970 |
| 2024-03-01 | 19.1134189406 |
| 2024-04-01 | 18.7208891806 |
| 2024-05-01 | 18.5661579793 |
| 2024-06-01 | 18.1925683621 |
| 2024-07-01 | 18.3216267061 |
| 2024-08-01 | 18.0050358999 |
| 2024-09-01 | 17.8987476905 |
| 2024-10-01 | 18.1480385503 |
| 2024-11-01 | 17.9084841025 |
| 2024-12-01 | 17.4870301736 |
| 2025-01-01 | 17.4780709885 |
| 2025-02-01 | 17.3212807957 |
| 2025-03-01 | 16.9908606880 |
| 2025-04-01 | 16.7776773912 |
| 2025-05-01 | 16.6902083530 |
| 2025-06-01 | 16.5056245790 |
| 2025-07-01 | 16.7028162225 |
| 2025-08-01 | 16.8034366696 |
| 2025-09-01 | 16.5869172647 |
| 2025-10-01 | 16.1484022439 |
| 2025-11-01 | 16.1143959744 |
| 2025-12-01 | 16.2836344496 |
| 2026-01-01 | 16.1651778066 |
| 2026-02-01 | 16.2047837695 |
| 2026-03-01 | 16.2792982054 |
| 2026-04-01 | 16.1153868089 |
| 2026-05-01 | 16.1131767157 |
| 2026-06-01 | 16.4146890249 |
| 2026-07-01 | 15.8930428832 |
| 2026-08-01 | 15.7899895217 |
| 2026-09-01 | 15.6698665730 |