Table Data - All Employees: Professional and Business Services: Computer Systems Design and Related Services in Los Angeles-Long Beach-Glendale, CA (MD)
| Title | All Employees: Professional and Business Services: Computer Systems Design and Related Services in Los Angeles-Long Beach-Glendale, CA (MD) |
|---|---|
| Series ID | SMU06310846054150001SA |
| 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 10:02 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 | 20.0979146414 |
| 1990-02-01 | 20.0052522441 |
| 1990-03-01 | 20.4382801390 |
| 1990-04-01 | 19.5935882337 |
| 1990-05-01 | 18.7819273964 |
| 1990-06-01 | 18.8104254127 |
| 1990-07-01 | 18.6373203575 |
| 1990-08-01 | 18.5714161049 |
| 1990-09-01 | 18.5710530194 |
| 1990-10-01 | 18.4455325470 |
| 1990-11-01 | 18.4052771511 |
| 1990-12-01 | 18.4206311728 |
| 1991-01-01 | 18.5965914507 |
| 1991-02-01 | 18.9319479107 |
| 1991-03-01 | 19.1662990160 |
| 1991-04-01 | 19.2972263023 |
| 1991-05-01 | 18.8752865734 |
| 1991-06-01 | 18.2190029930 |
| 1991-07-01 | 18.7156143561 |
| 1991-08-01 | 18.5448062404 |
| 1991-09-01 | 18.4339975956 |
| 1991-10-01 | 18.5506312502 |
| 1991-11-01 | 18.5136069582 |
| 1991-12-01 | 18.4193142488 |
| 1992-01-01 | 18.2900489223 |
| 1992-02-01 | 18.4757905332 |
| 1992-03-01 | 17.7089688610 |
| 1992-04-01 | 17.4223637786 |
| 1992-05-01 | 17.2774449171 |
| 1992-06-01 | 17.3138209459 |
| 1992-07-01 | 16.9863351856 |
| 1992-08-01 | 16.9015293762 |
| 1992-09-01 | 16.6656556935 |
| 1992-10-01 | 16.8648447116 |
| 1992-11-01 | 16.7146848776 |
| 1992-12-01 | 16.5162859632 |
| 1993-01-01 | 15.9845150079 |
| 1993-02-01 | 16.2279884470 |
| 1993-03-01 | 16.3737413044 |
| 1993-04-01 | 16.4660525968 |
| 1993-05-01 | 16.5848880039 |
| 1993-06-01 | 16.6021523922 |
| 1993-07-01 | 16.7589719186 |
| 1993-08-01 | 16.7360269557 |
| 1993-09-01 | 16.7846613004 |
| 1993-10-01 | 16.4681923613 |
| 1993-11-01 | 16.4130716478 |
| 1993-12-01 | 16.5199774410 |
| 1994-01-01 | 17.7868062707 |
| 1994-02-01 | 17.7977467781 |
| 1994-03-01 | 17.8414996752 |
| 1994-04-01 | 18.3103323259 |
| 1994-05-01 | 18.1952180764 |
| 1994-06-01 | 17.9915005252 |
| 1994-07-01 | 18.2242309311 |
| 1994-08-01 | 18.1549515757 |
| 1994-09-01 | 18.0989307673 |
| 1994-10-01 | 18.0725008870 |
| 1994-11-01 | 18.0191619745 |
| 1994-12-01 | 18.1217501418 |
| 1995-01-01 | 18.5004743145 |
| 1995-02-01 | 19.1706107319 |
| 1995-03-01 | 19.1171341684 |
| 1995-04-01 | 18.3380774523 |
| 1995-05-01 | 18.3893752961 |
| 1995-06-01 | 18.5817528079 |
| 1995-07-01 | 18.3807264923 |
| 1995-08-01 | 18.4711517623 |
| 1995-09-01 | 18.8549893043 |
| 1995-10-01 | 18.6620284778 |
| 1995-11-01 | 19.0336342007 |
| 1995-12-01 | 18.9462598415 |
| 1996-01-01 | 18.8207863443 |
| 1996-02-01 | 18.9337617637 |
| 1996-03-01 | 20.0707782251 |
| 1996-04-01 | 18.5530531332 |
| 1996-05-01 | 18.6698450831 |
| 1996-06-01 | 18.7365987153 |
| 1996-07-01 | 18.7418632155 |
| 1996-08-01 | 18.9119484951 |
| 1996-09-01 | 18.9496544010 |
| 1996-10-01 | 19.0670414665 |
| 1996-11-01 | 19.0558139924 |
| 1996-12-01 | 19.0696496697 |
| 1997-01-01 | 20.6448246415 |
| 1997-02-01 | 20.5686328313 |
| 1997-03-01 | 20.8078095677 |
| 1997-04-01 | 21.0573112026 |
| 1997-05-01 | 21.0361415388 |
| 1997-06-01 | 21.0647761489 |
| 1997-07-01 | 21.6187947977 |
| 1997-08-01 | 21.5786757060 |
| 1997-09-01 | 21.0939298647 |
| 1997-10-01 | 21.8727265609 |
| 1997-11-01 | 21.5816439257 |
| 1997-12-01 | 21.8069331899 |
| 1998-01-01 | 21.7498950576 |
| 1998-02-01 | 21.7768471665 |
| 1998-03-01 | 21.9189241948 |
| 1998-04-01 | 22.1360484003 |
| 1998-05-01 | 22.4011576998 |
| 1998-06-01 | 22.4858900765 |
| 1998-07-01 | 22.9236244065 |
| 1998-08-01 | 23.0864327325 |
| 1998-09-01 | 23.2544842787 |
| 1998-10-01 | 23.6016059322 |
| 1998-11-01 | 23.8134531390 |
| 1998-12-01 | 23.7138073012 |
| 1999-01-01 | 24.1297495558 |
| 1999-02-01 | 24.3549018292 |
| 1999-03-01 | 24.6074368837 |
| 1999-04-01 | 24.8985123962 |
| 1999-05-01 | 25.2810822276 |
| 1999-06-01 | 25.5366360951 |
| 1999-07-01 | 25.4509044688 |
| 1999-08-01 | 25.4373721680 |
| 1999-09-01 | 25.9302169637 |
| 1999-10-01 | 25.3292549582 |
| 1999-11-01 | 25.3198075223 |
| 1999-12-01 | 25.7085411967 |
| 2000-01-01 | 25.8657056422 |
| 2000-02-01 | 26.2112314960 |
| 2000-03-01 | 26.3743148792 |
| 2000-04-01 | 26.5717921333 |
| 2000-05-01 | 26.7905422237 |
| 2000-06-01 | 27.1059205289 |
| 2000-07-01 | 27.3102825886 |
| 2000-08-01 | 27.7206216641 |
| 2000-09-01 | 28.2953129222 |
| 2000-10-01 | 28.1512450599 |
| 2000-11-01 | 28.0963614597 |
| 2000-12-01 | 28.3739472020 |
| 2001-01-01 | 28.9817003606 |
| 2001-02-01 | 28.8638765191 |
| 2001-03-01 | 28.7426540863 |
| 2001-04-01 | 28.6546852499 |
| 2001-05-01 | 28.5264354111 |
| 2001-06-01 | 28.4184944526 |
| 2001-07-01 | 27.8673127310 |
| 2001-08-01 | 27.8969208880 |
| 2001-09-01 | 27.7482526954 |
| 2001-10-01 | 27.5451940393 |
| 2001-11-01 | 27.3545691715 |
| 2001-12-01 | 27.3594925555 |
| 2002-01-01 | 26.9905107218 |
| 2002-02-01 | 26.8239330194 |
| 2002-03-01 | 26.8186946429 |
| 2002-04-01 | 26.7478922918 |
| 2002-05-01 | 26.5626904413 |
| 2002-06-01 | 26.5575718751 |
| 2002-07-01 | 26.6027458403 |
| 2002-08-01 | 26.5536519106 |
| 2002-09-01 | 26.6708367487 |
| 2002-10-01 | 26.8213258945 |
| 2002-11-01 | 27.0379224759 |
| 2002-12-01 | 27.1571978816 |
| 2003-01-01 | 27.1226152976 |
| 2003-02-01 | 26.9009410715 |
| 2003-03-01 | 26.9113206984 |
| 2003-04-01 | 26.7339603467 |
| 2003-05-01 | 26.7843829226 |
| 2003-06-01 | 26.4078273507 |
| 2003-07-01 | 26.8032721730 |
| 2003-08-01 | 26.8806470980 |
| 2003-09-01 | 26.8699717495 |
| 2003-10-01 | 27.0910989101 |
| 2003-11-01 | 27.1477989857 |
| 2003-12-01 | 27.5005283172 |
| 2004-01-01 | 26.7811712850 |
| 2004-02-01 | 26.3787198586 |
| 2004-03-01 | 26.3026619612 |
| 2004-04-01 | 26.4346898292 |
| 2004-05-01 | 26.2803340175 |
| 2004-06-01 | 25.8386139824 |
| 2004-07-01 | 26.1871649709 |
| 2004-08-01 | 26.0820420563 |
| 2004-09-01 | 25.8481896822 |
| 2004-10-01 | 25.7681830642 |
| 2004-11-01 | 25.6905228118 |
| 2004-12-01 | 25.5596384989 |
| 2005-01-01 | 25.6662805544 |
| 2005-02-01 | 25.8666262248 |
| 2005-03-01 | 25.9050589125 |
| 2005-04-01 | 25.4187783968 |
| 2005-05-01 | 25.7641965974 |
| 2005-06-01 | 25.6560043696 |
| 2005-07-01 | 25.6607206471 |
| 2005-08-01 | 25.5632628564 |
| 2005-09-01 | 25.8296255830 |
| 2005-10-01 | 25.6436491154 |
| 2005-11-01 | 25.6356018713 |
| 2005-12-01 | 25.8304930745 |
| 2006-01-01 | 25.9799250433 |
| 2006-02-01 | 26.1487276756 |
| 2006-03-01 | 26.2023613562 |
| 2006-04-01 | 26.4201961614 |
| 2006-05-01 | 26.4454132247 |
| 2006-06-01 | 26.4589724528 |
| 2006-07-01 | 26.4324603594 |
| 2006-08-01 | 26.5425475589 |
| 2006-09-01 | 26.6099216831 |
| 2006-10-01 | 26.6121878721 |
| 2006-11-01 | 26.5737622789 |
| 2006-12-01 | 26.6617107298 |
| 2007-01-01 | 26.9123504047 |
| 2007-02-01 | 27.0672608667 |
| 2007-03-01 | 27.3136176137 |
| 2007-04-01 | 27.2190417888 |
| 2007-05-01 | 27.4385306269 |
| 2007-06-01 | 27.6566482351 |
| 2007-07-01 | 28.2001694281 |
| 2007-08-01 | 28.2163534880 |
| 2007-09-01 | 28.0926985187 |
| 2007-10-01 | 28.4755146465 |
| 2007-11-01 | 28.6836473661 |
| 2007-12-01 | 28.8557732063 |
| 2008-01-01 | 29.0581750780 |
| 2008-02-01 | 29.0061048296 |
| 2008-03-01 | 29.0307219226 |
| 2008-04-01 | 29.1531666456 |
| 2008-05-01 | 29.1538364004 |
| 2008-06-01 | 28.8541509340 |
| 2008-07-01 | 28.6581983130 |
| 2008-08-01 | 28.3783045733 |
| 2008-09-01 | 28.2709589540 |
| 2008-10-01 | 28.3305390282 |
| 2008-11-01 | 28.1641480617 |
| 2008-12-01 | 27.8191646569 |
| 2009-01-01 | 27.6064946065 |
| 2009-02-01 | 27.5801421917 |
| 2009-03-01 | 27.2818907997 |
| 2009-04-01 | 27.0848633528 |
| 2009-05-01 | 26.9704672342 |
| 2009-06-01 | 26.8573659664 |
| 2009-07-01 | 26.7084569551 |
| 2009-08-01 | 26.5296422247 |
| 2009-09-01 | 26.3450612806 |
| 2009-10-01 | 26.3962173396 |
| 2009-11-01 | 26.2274307048 |
| 2009-12-01 | 26.2767459044 |
| 2010-01-01 | 25.9628533262 |
| 2010-02-01 | 26.2437037947 |
| 2010-03-01 | 26.5357302757 |
| 2010-04-01 | 26.6270219879 |
| 2010-05-01 | 26.6900778692 |
| 2010-06-01 | 26.7601194622 |
| 2010-07-01 | 26.7623935620 |
| 2010-08-01 | 26.7779972747 |
| 2010-09-01 | 26.9171331422 |
| 2010-10-01 | 26.7747227919 |
| 2010-11-01 | 26.8944021241 |
| 2010-12-01 | 27.1340877950 |
| 2011-01-01 | 27.2108646445 |
| 2011-02-01 | 27.4032241214 |
| 2011-03-01 | 27.4909478268 |
| 2011-04-01 | 27.4530946068 |
| 2011-05-01 | 27.5955240267 |
| 2011-06-01 | 27.6559640740 |
| 2011-07-01 | 28.2353182749 |
| 2011-08-01 | 28.7276856231 |
| 2011-09-01 | 28.9901988879 |
| 2011-10-01 | 28.7803321913 |
| 2011-11-01 | 28.7748613388 |
| 2011-12-01 | 28.7189464312 |
| 2012-01-01 | 28.3346960961 |
| 2012-02-01 | 28.5257370182 |
| 2012-03-01 | 28.6415411307 |
| 2012-04-01 | 28.8636850426 |
| 2012-05-01 | 29.0998695514 |
| 2012-06-01 | 28.9523921408 |
| 2012-07-01 | 29.1137874857 |
| 2012-08-01 | 29.0806420302 |
| 2012-09-01 | 29.0893554588 |
| 2012-10-01 | 28.9814475451 |
| 2012-11-01 | 29.0644930989 |
| 2012-12-01 | 29.1364358448 |
| 2013-01-01 | 28.7297101068 |
| 2013-02-01 | 29.0368200992 |
| 2013-03-01 | 29.0975147413 |
| 2013-04-01 | 29.0489842427 |
| 2013-05-01 | 28.9920114991 |
| 2013-06-01 | 29.0597040274 |
| 2013-07-01 | 28.9834967839 |
| 2013-08-01 | 29.1332343385 |
| 2013-09-01 | 29.1977209417 |
| 2013-10-01 | 29.3970646056 |
| 2013-11-01 | 29.5715278422 |
| 2013-12-01 | 29.6765003130 |
| 2014-01-01 | 29.5182034546 |
| 2014-02-01 | 29.6201033541 |
| 2014-03-01 | 29.6345566579 |
| 2014-04-01 | 29.4295989244 |
| 2014-05-01 | 29.4937919393 |
| 2014-06-01 | 29.5813738606 |
| 2014-07-01 | 29.3366550145 |
| 2014-08-01 | 29.4870172094 |
| 2014-09-01 | 29.6241418725 |
| 2014-10-01 | 29.6013657781 |
| 2014-11-01 | 29.7753612542 |
| 2014-12-01 | 29.9122148011 |
| 2015-01-01 | 30.4244168605 |
| 2015-02-01 | 30.7113281824 |
| 2015-03-01 | 30.8538856301 |
| 2015-04-01 | 31.4040261866 |
| 2015-05-01 | 31.5937709477 |
| 2015-06-01 | 31.7277357001 |
| 2015-07-01 | 31.7718748581 |
| 2015-08-01 | 31.8488466533 |
| 2015-09-01 | 31.9528540159 |
| 2015-10-01 | 32.3113895237 |
| 2015-11-01 | 32.2699837291 |
| 2015-12-01 | 32.2304071758 |
| 2016-01-01 | 32.5528383222 |
| 2016-02-01 | 32.3922769239 |
| 2016-03-01 | 32.2479467851 |
| 2016-04-01 | 32.6847009319 |
| 2016-05-01 | 32.7988594347 |
| 2016-06-01 | 33.0916897728 |
| 2016-07-01 | 33.6033899829 |
| 2016-08-01 | 33.7442464099 |
| 2016-09-01 | 33.9072067941 |
| 2016-10-01 | 33.7916682588 |
| 2016-11-01 | 33.9299892284 |
| 2016-12-01 | 34.0296529145 |
| 2017-01-01 | 34.6916531308 |
| 2017-02-01 | 34.9746453893 |
| 2017-03-01 | 35.1435347058 |
| 2017-04-01 | 34.9675147457 |
| 2017-05-01 | 35.0864771975 |
| 2017-06-01 | 35.2625709958 |
| 2017-07-01 | 35.4502633131 |
| 2017-08-01 | 35.5742797356 |
| 2017-09-01 | 35.7723643486 |
| 2017-10-01 | 35.4691277814 |
| 2017-11-01 | 35.5821211117 |
| 2017-12-01 | 35.5934828663 |
| 2018-01-01 | 35.5395750784 |
| 2018-02-01 | 35.7474454066 |
| 2018-03-01 | 35.7169902889 |
| 2018-04-01 | 36.7538718751 |
| 2018-05-01 | 37.0762588225 |
| 2018-06-01 | 37.3118078076 |
| 2018-07-01 | 37.9326193223 |
| 2018-08-01 | 38.2305361063 |
| 2018-09-01 | 38.4606956753 |
| 2018-10-01 | 38.8423815411 |
| 2018-11-01 | 39.1226894595 |
| 2018-12-01 | 39.2420941000 |
| 2019-01-01 | 39.1759311905 |
| 2019-02-01 | 39.3137315016 |
| 2019-03-01 | 39.3990381777 |
| 2019-04-01 | 39.1263309110 |
| 2019-05-01 | 39.1693082862 |
| 2019-06-01 | 39.1282961002 |
| 2019-07-01 | 39.1531313433 |
| 2019-08-01 | 39.0971301931 |
| 2019-09-01 | 39.2452456609 |
| 2019-10-01 | 39.4175166471 |
| 2019-11-01 | 39.5928264229 |
| 2019-12-01 | 39.4927218293 |
| 2020-01-01 | 39.6757881511 |
| 2020-02-01 | 39.6716299702 |
| 2020-03-01 | 39.3819658611 |
| 2020-04-01 | 38.0100136752 |
| 2020-05-01 | 38.0725146784 |
| 2020-06-01 | 38.0123873252 |
| 2020-07-01 | 37.1064103444 |
| 2020-08-01 | 37.1503301235 |
| 2020-09-01 | 36.8037359461 |
| 2020-10-01 | 37.2015044386 |
| 2020-11-01 | 36.9870181513 |
| 2020-12-01 | 36.9723397765 |
| 2021-01-01 | 36.6328490933 |
| 2021-02-01 | 36.6174756594 |
| 2021-03-01 | 36.7732226742 |
| 2021-04-01 | 36.9067070550 |
| 2021-05-01 | 36.9111192989 |
| 2021-06-01 | 36.9960191920 |
| 2021-07-01 | 37.1564901870 |
| 2021-08-01 | 37.2758587280 |
| 2021-09-01 | 37.1200739795 |
| 2021-10-01 | 37.2800641638 |
| 2021-11-01 | 37.4979564736 |
| 2021-12-01 | 37.5722756593 |
| 2022-01-01 | 37.5801326864 |
| 2022-02-01 | 37.6740622088 |
| 2022-03-01 | 37.6567744231 |
| 2022-04-01 | 37.8280859860 |
| 2022-05-01 | 37.5783659927 |
| 2022-06-01 | 37.6018208900 |
| 2022-07-01 | 37.2853504240 |
| 2022-08-01 | 37.1645852127 |
| 2022-09-01 | 36.9973288250 |
| 2022-10-01 | 36.8649197594 |
| 2022-11-01 | 36.4863816909 |
| 2022-12-01 | 36.4942933800 |
| 2023-01-01 | 36.3456619849 |
| 2023-02-01 | 35.9363439677 |
| 2023-03-01 | 35.7404183880 |
| 2023-04-01 | 35.5580392944 |
| 2023-05-01 | 35.6685334661 |
| 2023-06-01 | 35.4233788045 |
| 2023-07-01 | 34.9027102803 |
| 2023-08-01 | 34.8554433755 |
| 2023-09-01 | 34.6445775785 |
| 2023-10-01 | 34.1193455382 |
| 2023-11-01 | 33.9568488597 |
| 2023-12-01 | 33.9219672661 |
| 2024-01-01 | 34.3253094364 |
| 2024-02-01 | 33.8217903966 |
| 2024-03-01 | 33.5283530750 |
| 2024-04-01 | 32.6131741221 |
| 2024-05-01 | 32.5353081852 |
| 2024-06-01 | 32.1543056010 |
| 2024-07-01 | 32.6170948409 |
| 2024-08-01 | 32.4471761919 |
| 2024-09-01 | 32.2742535595 |
| 2024-10-01 | 32.5808207808 |
| 2024-11-01 | 32.3143723032 |
| 2024-12-01 | 31.9510126214 |
| 2025-01-01 | 32.0224603138 |
| 2025-02-01 | 31.9040047696 |
| 2025-03-01 | 31.9150784362 |
| 2025-04-01 | 32.1673544774 |
| 2025-05-01 | 32.1930755116 |
| 2025-06-01 | 32.0830267563 |
| 2025-07-01 | 32.4236947175 |
| 2025-08-01 | 32.2565316819 |
| 2025-09-01 | 32.1162539452 |
| 2025-10-01 | 31.9306621462 |
| 2025-11-01 | 31.8729349176 |
| 2025-12-01 | 32.4693907506 |
| 2026-01-01 | 31.3275603842 |
| 2026-02-01 | 31.3085219705 |
| 2026-03-01 | 31.2152215054 |
| 2026-04-01 | 30.6012659714 |
| 2026-05-01 | 30.8178840125 |
| 2026-06-01 | 30.8120011338 |
| 2026-07-01 | 30.3191905991 |
| 2026-08-01 | 30.3577069592 |
| 2026-09-01 | 30.5823573354 |