Table Data - All Employees: Professional and Business Services: Computer Systems Design and Related Services in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Professional and Business Services: Computer Systems Design and Related Services in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310806054150001SA |
| 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 9:59 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 | 25.7905140629 |
| 1990-02-01 | 25.5979133434 |
| 1990-03-01 | 26.0945782434 |
| 1990-04-01 | 25.4863801385 |
| 1990-05-01 | 24.8281764018 |
| 1990-06-01 | 24.9376157979 |
| 1990-07-01 | 24.7667020683 |
| 1990-08-01 | 24.7433088529 |
| 1990-09-01 | 24.8322808211 |
| 1990-10-01 | 24.8048883477 |
| 1990-11-01 | 24.9213640713 |
| 1990-12-01 | 24.8705465508 |
| 1991-01-01 | 24.8073979449 |
| 1991-02-01 | 25.0078786448 |
| 1991-03-01 | 25.3223250537 |
| 1991-04-01 | 25.3920443162 |
| 1991-05-01 | 25.2171749981 |
| 1991-06-01 | 24.6565949120 |
| 1991-07-01 | 25.2418217654 |
| 1991-08-01 | 25.2121688188 |
| 1991-09-01 | 25.1918274334 |
| 1991-10-01 | 25.4062263457 |
| 1991-11-01 | 25.4264593604 |
| 1991-12-01 | 25.4711602052 |
| 1992-01-01 | 25.9397311789 |
| 1992-02-01 | 25.8289070836 |
| 1992-03-01 | 25.2535942802 |
| 1992-04-01 | 24.9336171389 |
| 1992-05-01 | 24.9138090214 |
| 1992-06-01 | 25.0549456162 |
| 1992-07-01 | 24.7168341809 |
| 1992-08-01 | 24.6595797323 |
| 1992-09-01 | 24.4208525909 |
| 1992-10-01 | 24.7015352646 |
| 1992-11-01 | 24.6179797600 |
| 1992-12-01 | 24.4694621103 |
| 1993-01-01 | 24.1724483005 |
| 1993-02-01 | 24.2636303633 |
| 1993-03-01 | 24.4170971230 |
| 1993-04-01 | 24.6096219968 |
| 1993-05-01 | 24.9163135954 |
| 1993-06-01 | 24.9478972835 |
| 1993-07-01 | 25.2956373012 |
| 1993-08-01 | 25.2752528259 |
| 1993-09-01 | 25.4231022633 |
| 1993-10-01 | 25.1917865245 |
| 1993-11-01 | 25.1899351527 |
| 1993-12-01 | 25.2597512649 |
| 1994-01-01 | 26.7173708729 |
| 1994-02-01 | 26.4467607008 |
| 1994-03-01 | 26.5910102528 |
| 1994-04-01 | 27.1908175065 |
| 1994-05-01 | 27.2247536594 |
| 1994-06-01 | 27.0226538612 |
| 1994-07-01 | 27.4623944071 |
| 1994-08-01 | 27.4822710458 |
| 1994-09-01 | 27.5205593704 |
| 1994-10-01 | 27.5777643939 |
| 1994-11-01 | 27.6731255332 |
| 1994-12-01 | 27.8480586553 |
| 1995-01-01 | 28.2376776984 |
| 1995-02-01 | 28.9563422041 |
| 1995-03-01 | 28.9964267531 |
| 1995-04-01 | 28.7518393055 |
| 1995-05-01 | 28.9273922896 |
| 1995-06-01 | 29.3887384804 |
| 1995-07-01 | 29.1170851519 |
| 1995-08-01 | 29.4849229538 |
| 1995-09-01 | 29.9479980150 |
| 1995-10-01 | 30.1603845905 |
| 1995-11-01 | 30.5647453332 |
| 1995-12-01 | 30.7398806270 |
| 1996-01-01 | 29.9602968345 |
| 1996-02-01 | 29.9771725140 |
| 1996-03-01 | 31.0920952412 |
| 1996-04-01 | 29.5838774230 |
| 1996-05-01 | 29.8193377187 |
| 1996-06-01 | 29.9121585893 |
| 1996-07-01 | 30.2796252836 |
| 1996-08-01 | 30.7353368367 |
| 1996-09-01 | 30.9110096408 |
| 1996-10-01 | 30.8453074221 |
| 1996-11-01 | 31.0740757761 |
| 1996-12-01 | 31.2275962748 |
| 1997-01-01 | 33.2566967263 |
| 1997-02-01 | 33.1431818432 |
| 1997-03-01 | 33.6020031765 |
| 1997-04-01 | 33.9172167969 |
| 1997-05-01 | 33.9020227201 |
| 1997-06-01 | 34.0320896006 |
| 1997-07-01 | 34.2595780635 |
| 1997-08-01 | 34.1944981302 |
| 1997-09-01 | 33.4033381259 |
| 1997-10-01 | 34.5429071540 |
| 1997-11-01 | 34.5097699949 |
| 1997-12-01 | 34.8190064673 |
| 1998-01-01 | 35.2201865064 |
| 1998-02-01 | 35.2698587369 |
| 1998-03-01 | 35.6813823378 |
| 1998-04-01 | 36.0164792870 |
| 1998-05-01 | 36.4869715680 |
| 1998-06-01 | 36.9616181371 |
| 1998-07-01 | 37.4749874307 |
| 1998-08-01 | 37.8101915739 |
| 1998-09-01 | 38.0357979220 |
| 1998-10-01 | 38.4389281117 |
| 1998-11-01 | 38.7443814987 |
| 1998-12-01 | 38.5798020032 |
| 1999-01-01 | 39.3439750751 |
| 1999-02-01 | 40.0486099365 |
| 1999-03-01 | 40.6290999047 |
| 1999-04-01 | 41.5119240485 |
| 1999-05-01 | 42.0016632032 |
| 1999-06-01 | 42.4371142614 |
| 1999-07-01 | 42.2296529026 |
| 1999-08-01 | 42.1484561594 |
| 1999-09-01 | 42.6993549053 |
| 1999-10-01 | 42.6160280094 |
| 1999-11-01 | 42.8444170769 |
| 1999-12-01 | 43.1147411839 |
| 2000-01-01 | 43.2468304710 |
| 2000-02-01 | 43.7218954739 |
| 2000-03-01 | 43.5213713593 |
| 2000-04-01 | 43.7171125398 |
| 2000-05-01 | 44.3412627413 |
| 2000-06-01 | 45.0322081432 |
| 2000-07-01 | 45.7252123729 |
| 2000-08-01 | 46.6368186260 |
| 2000-09-01 | 47.0806583175 |
| 2000-10-01 | 46.8710581048 |
| 2000-11-01 | 46.9745871130 |
| 2000-12-01 | 47.1233035659 |
| 2001-01-01 | 47.6410390899 |
| 2001-02-01 | 47.4926245884 |
| 2001-03-01 | 47.2162542336 |
| 2001-04-01 | 46.8537515635 |
| 2001-05-01 | 46.1993499864 |
| 2001-06-01 | 45.6636996886 |
| 2001-07-01 | 44.6040210810 |
| 2001-08-01 | 44.2954835050 |
| 2001-09-01 | 43.7614537599 |
| 2001-10-01 | 43.5162403108 |
| 2001-11-01 | 43.1870393792 |
| 2001-12-01 | 42.9688869708 |
| 2002-01-01 | 42.4414423899 |
| 2002-02-01 | 42.1855713111 |
| 2002-03-01 | 42.1993320124 |
| 2002-04-01 | 42.0915334649 |
| 2002-05-01 | 41.7270430684 |
| 2002-06-01 | 41.8999521871 |
| 2002-07-01 | 41.8414160918 |
| 2002-08-01 | 41.9612749613 |
| 2002-09-01 | 42.1313018796 |
| 2002-10-01 | 42.5617870980 |
| 2002-11-01 | 42.6106970557 |
| 2002-12-01 | 42.8553381803 |
| 2003-01-01 | 42.5802744115 |
| 2003-02-01 | 42.2890463741 |
| 2003-03-01 | 42.4986488805 |
| 2003-04-01 | 42.2176669726 |
| 2003-05-01 | 42.3171348251 |
| 2003-06-01 | 41.9264780942 |
| 2003-07-01 | 42.4319198200 |
| 2003-08-01 | 42.4905877919 |
| 2003-09-01 | 42.4755248730 |
| 2003-10-01 | 42.5196145140 |
| 2003-11-01 | 42.6862514894 |
| 2003-12-01 | 43.1994059377 |
| 2004-01-01 | 42.2676959094 |
| 2004-02-01 | 41.3856109155 |
| 2004-03-01 | 41.4955227740 |
| 2004-04-01 | 41.7357740481 |
| 2004-05-01 | 41.5669998830 |
| 2004-06-01 | 41.1373453612 |
| 2004-07-01 | 41.5831097323 |
| 2004-08-01 | 41.4069054714 |
| 2004-09-01 | 41.0889127979 |
| 2004-10-01 | 41.1010066232 |
| 2004-11-01 | 41.0929223668 |
| 2004-12-01 | 40.9720623648 |
| 2005-01-01 | 41.1859465099 |
| 2005-02-01 | 41.4841871284 |
| 2005-03-01 | 41.8188441025 |
| 2005-04-01 | 41.2250707965 |
| 2005-05-01 | 41.5123298912 |
| 2005-06-01 | 41.3484099032 |
| 2005-07-01 | 41.3138265984 |
| 2005-08-01 | 41.2838352524 |
| 2005-09-01 | 41.7851579720 |
| 2005-10-01 | 41.6846261777 |
| 2005-11-01 | 41.8232284710 |
| 2005-12-01 | 42.0601730544 |
| 2006-01-01 | 42.3272098476 |
| 2006-02-01 | 42.6924278088 |
| 2006-03-01 | 42.9310989863 |
| 2006-04-01 | 43.3046718329 |
| 2006-05-01 | 43.4683462425 |
| 2006-06-01 | 43.4546407455 |
| 2006-07-01 | 43.3468319910 |
| 2006-08-01 | 43.5617054134 |
| 2006-09-01 | 43.5657931372 |
| 2006-10-01 | 43.5596273642 |
| 2006-11-01 | 43.5460714244 |
| 2006-12-01 | 43.6160536283 |
| 2007-01-01 | 44.2922563303 |
| 2007-02-01 | 44.6422751994 |
| 2007-03-01 | 45.0485256476 |
| 2007-04-01 | 44.7559600029 |
| 2007-05-01 | 45.0482399627 |
| 2007-06-01 | 45.5664391048 |
| 2007-07-01 | 46.1902142851 |
| 2007-08-01 | 46.3305458380 |
| 2007-09-01 | 46.3449842441 |
| 2007-10-01 | 46.8221683942 |
| 2007-11-01 | 47.1592898125 |
| 2007-12-01 | 47.3223011863 |
| 2008-01-01 | 47.4587397672 |
| 2008-02-01 | 47.3110714812 |
| 2008-03-01 | 47.4605897136 |
| 2008-04-01 | 47.5381898774 |
| 2008-05-01 | 47.4709524452 |
| 2008-06-01 | 47.2923675874 |
| 2008-07-01 | 47.2263791600 |
| 2008-08-01 | 47.0734424342 |
| 2008-09-01 | 47.1187129915 |
| 2008-10-01 | 47.2907284930 |
| 2008-11-01 | 46.7406475210 |
| 2008-12-01 | 46.1898077052 |
| 2009-01-01 | 45.4214146087 |
| 2009-02-01 | 45.2046405820 |
| 2009-03-01 | 44.8069117043 |
| 2009-04-01 | 44.6291942237 |
| 2009-05-01 | 44.1948314595 |
| 2009-06-01 | 43.8230417031 |
| 2009-07-01 | 43.2697456897 |
| 2009-08-01 | 42.8011415499 |
| 2009-09-01 | 42.4918930189 |
| 2009-10-01 | 42.1704613591 |
| 2009-11-01 | 41.8088962999 |
| 2009-12-01 | 41.5394685095 |
| 2010-01-01 | 41.7786344997 |
| 2010-02-01 | 42.0779223900 |
| 2010-03-01 | 42.4561473406 |
| 2010-04-01 | 42.6524359812 |
| 2010-05-01 | 42.8234667653 |
| 2010-06-01 | 43.2517949595 |
| 2010-07-01 | 43.0249196756 |
| 2010-08-01 | 43.0172448832 |
| 2010-09-01 | 43.2578726682 |
| 2010-10-01 | 43.4713346238 |
| 2010-11-01 | 43.6740106451 |
| 2010-12-01 | 44.1968564669 |
| 2011-01-01 | 44.4287091858 |
| 2011-02-01 | 44.5299533292 |
| 2011-03-01 | 44.6054569264 |
| 2011-04-01 | 44.0815739474 |
| 2011-05-01 | 44.3306132749 |
| 2011-06-01 | 44.5678086537 |
| 2011-07-01 | 45.1007845745 |
| 2011-08-01 | 45.5399759729 |
| 2011-09-01 | 45.8382016914 |
| 2011-10-01 | 45.4836781871 |
| 2011-11-01 | 45.5536465356 |
| 2011-12-01 | 45.5739967637 |
| 2012-01-01 | 45.0382270443 |
| 2012-02-01 | 45.3462141856 |
| 2012-03-01 | 45.3632990815 |
| 2012-04-01 | 45.8068693471 |
| 2012-05-01 | 46.2521744951 |
| 2012-06-01 | 46.3897803598 |
| 2012-07-01 | 46.3610370079 |
| 2012-08-01 | 46.4601338632 |
| 2012-09-01 | 46.5422133533 |
| 2012-10-01 | 46.6866115805 |
| 2012-11-01 | 46.8347356244 |
| 2012-12-01 | 46.9893404787 |
| 2013-01-01 | 46.6257076234 |
| 2013-02-01 | 47.0463692663 |
| 2013-03-01 | 47.2481577515 |
| 2013-04-01 | 47.2140003066 |
| 2013-05-01 | 47.2547227885 |
| 2013-06-01 | 47.4114820861 |
| 2013-07-01 | 47.5031917678 |
| 2013-08-01 | 47.7964279290 |
| 2013-09-01 | 47.9520196596 |
| 2013-10-01 | 48.0836232096 |
| 2013-11-01 | 48.4257865716 |
| 2013-12-01 | 48.5476388264 |
| 2014-01-01 | 48.4942805491 |
| 2014-02-01 | 48.7360431583 |
| 2014-03-01 | 48.9354149030 |
| 2014-04-01 | 48.5025723549 |
| 2014-05-01 | 48.7655045294 |
| 2014-06-01 | 48.9386163607 |
| 2014-07-01 | 48.5190073157 |
| 2014-08-01 | 48.6389880411 |
| 2014-09-01 | 48.7662743633 |
| 2014-10-01 | 48.8784396191 |
| 2014-11-01 | 49.0102130323 |
| 2014-12-01 | 49.2262617791 |
| 2015-01-01 | 49.6881145751 |
| 2015-02-01 | 49.9183150239 |
| 2015-03-01 | 50.2074115474 |
| 2015-04-01 | 50.8911565303 |
| 2015-05-01 | 51.1600722702 |
| 2015-06-01 | 51.4762079748 |
| 2015-07-01 | 51.7098015014 |
| 2015-08-01 | 51.9041943338 |
| 2015-09-01 | 52.2053850828 |
| 2015-10-01 | 52.6671172765 |
| 2015-11-01 | 52.6872824663 |
| 2015-12-01 | 52.7905845849 |
| 2016-01-01 | 53.3896568091 |
| 2016-02-01 | 53.4969800759 |
| 2016-03-01 | 53.3513698486 |
| 2016-04-01 | 53.6829472662 |
| 2016-05-01 | 53.7656857818 |
| 2016-06-01 | 54.0354828660 |
| 2016-07-01 | 54.6993960622 |
| 2016-08-01 | 54.8943892973 |
| 2016-09-01 | 55.0667935691 |
| 2016-10-01 | 54.9332425701 |
| 2016-11-01 | 55.1397660927 |
| 2016-12-01 | 55.3160778020 |
| 2017-01-01 | 55.9146404542 |
| 2017-02-01 | 56.0660221847 |
| 2017-03-01 | 56.3886096880 |
| 2017-04-01 | 56.4868978271 |
| 2017-05-01 | 56.6617897421 |
| 2017-06-01 | 57.0034177376 |
| 2017-07-01 | 57.1109794294 |
| 2017-08-01 | 57.3021096593 |
| 2017-09-01 | 57.4551570648 |
| 2017-10-01 | 57.2841908715 |
| 2017-11-01 | 57.5814054625 |
| 2017-12-01 | 57.6013425279 |
| 2018-01-01 | 57.5505853505 |
| 2018-02-01 | 57.9421290893 |
| 2018-03-01 | 57.8832009601 |
| 2018-04-01 | 59.1926373628 |
| 2018-05-01 | 59.5747384724 |
| 2018-06-01 | 59.8590234629 |
| 2018-07-01 | 60.4613230063 |
| 2018-08-01 | 60.6267989771 |
| 2018-09-01 | 60.8608141744 |
| 2018-10-01 | 61.4292055538 |
| 2018-11-01 | 61.8220960275 |
| 2018-12-01 | 62.0471891077 |
| 2019-01-01 | 62.1960748216 |
| 2019-02-01 | 62.4098801778 |
| 2019-03-01 | 62.5654562216 |
| 2019-04-01 | 62.4933326868 |
| 2019-05-01 | 62.5951849289 |
| 2019-06-01 | 62.5898366665 |
| 2019-07-01 | 62.7482173639 |
| 2019-08-01 | 62.8628011618 |
| 2019-09-01 | 63.2730455514 |
| 2019-10-01 | 63.5754240566 |
| 2019-11-01 | 63.7909587944 |
| 2019-12-01 | 63.8779810729 |
| 2020-01-01 | 64.0975857233 |
| 2020-02-01 | 64.1757308212 |
| 2020-03-01 | 63.9454525084 |
| 2020-04-01 | 61.9051069125 |
| 2020-05-01 | 61.9334302354 |
| 2020-06-01 | 61.7886006881 |
| 2020-07-01 | 60.2729842951 |
| 2020-08-01 | 60.3011057003 |
| 2020-09-01 | 60.0460253234 |
| 2020-10-01 | 60.5367387358 |
| 2020-11-01 | 60.2875487222 |
| 2020-12-01 | 60.3246653409 |
| 2021-01-01 | 60.1506026936 |
| 2021-02-01 | 60.3059710028 |
| 2021-03-01 | 60.7395993512 |
| 2021-04-01 | 60.9500412489 |
| 2021-05-01 | 61.0080131122 |
| 2021-06-01 | 60.7868990502 |
| 2021-07-01 | 61.5969644462 |
| 2021-08-01 | 61.6143697027 |
| 2021-09-01 | 61.3836804970 |
| 2021-10-01 | 61.6937570708 |
| 2021-11-01 | 61.6821441445 |
| 2021-12-01 | 61.8027820758 |
| 2022-01-01 | 61.6776453281 |
| 2022-02-01 | 61.8491886104 |
| 2022-03-01 | 61.9429758849 |
| 2022-04-01 | 62.3146346510 |
| 2022-05-01 | 62.0080326068 |
| 2022-06-01 | 61.9892663032 |
| 2022-07-01 | 61.6171957024 |
| 2022-08-01 | 61.3997344109 |
| 2022-09-01 | 61.2739902052 |
| 2022-10-01 | 61.0591902968 |
| 2022-11-01 | 60.8515955675 |
| 2022-12-01 | 60.9082820545 |
| 2023-01-01 | 60.7247998101 |
| 2023-02-01 | 60.1893585731 |
| 2023-03-01 | 59.9488115119 |
| 2023-04-01 | 59.6981628873 |
| 2023-05-01 | 59.8088065717 |
| 2023-06-01 | 59.6064000212 |
| 2023-07-01 | 58.9287034734 |
| 2023-08-01 | 58.8979898244 |
| 2023-09-01 | 58.7323645749 |
| 2023-10-01 | 58.0981360950 |
| 2023-11-01 | 57.9991800058 |
| 2023-12-01 | 57.9259496164 |
| 2024-01-01 | 58.7814535754 |
| 2024-02-01 | 57.9648399215 |
| 2024-03-01 | 57.3627709202 |
| 2024-04-01 | 56.3822774928 |
| 2024-05-01 | 55.9815323614 |
| 2024-06-01 | 55.2386285851 |
| 2024-07-01 | 55.9471551484 |
| 2024-08-01 | 55.6957814341 |
| 2024-09-01 | 55.3583672822 |
| 2024-10-01 | 55.6476766313 |
| 2024-11-01 | 55.3415646293 |
| 2024-12-01 | 54.8537003014 |
| 2025-01-01 | 54.7615170276 |
| 2025-02-01 | 54.5368954111 |
| 2025-03-01 | 54.4633444458 |
| 2025-04-01 | 55.0607146881 |
| 2025-05-01 | 54.9393470415 |
| 2025-06-01 | 54.3829491192 |
| 2025-07-01 | 55.1537780235 |
| 2025-08-01 | 55.2021889562 |
| 2025-09-01 | 54.8968157691 |
| 2025-10-01 | 54.6838504948 |
| 2025-11-01 | 54.5890154155 |
| 2025-12-01 | 55.4748428045 |
| 2026-01-01 | 53.9605694515 |
| 2026-02-01 | 53.9469201289 |
| 2026-03-01 | 54.1739222583 |
| 2026-04-01 | 53.3910427456 |
| 2026-05-01 | 53.3689294430 |
| 2026-06-01 | 53.5232931339 |
| 2026-07-01 | 52.5551157776 |
| 2026-08-01 | 52.4939981803 |
| 2026-09-01 | 52.8567847999 |