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 2025-12-01 |
| Last Updated | 2026-01-28 3:33 AM CST |
| 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 | 25.8513227618008 |
| 1990-02-01 | 25.6633432578433 |
| 1990-03-01 | 26.1389207767597 |
| 1990-04-01 | 25.5334780450184 |
| 1990-05-01 | 24.8330699567851 |
| 1990-06-01 | 24.9823787602520 |
| 1990-07-01 | 24.7588665545572 |
| 1990-08-01 | 24.7166844458006 |
| 1990-09-01 | 24.7939614053443 |
| 1990-10-01 | 24.7373413390789 |
| 1990-11-01 | 24.8345530750008 |
| 1990-12-01 | 24.8246165444795 |
| 1991-01-01 | 24.8560724132012 |
| 1991-02-01 | 25.0903027683230 |
| 1991-03-01 | 25.3741091652722 |
| 1991-04-01 | 25.4429446598039 |
| 1991-05-01 | 25.2255872492277 |
| 1991-06-01 | 24.6982565007939 |
| 1991-07-01 | 25.2337764940180 |
| 1991-08-01 | 25.1832754323294 |
| 1991-09-01 | 25.1481831239471 |
| 1991-10-01 | 25.3328405078492 |
| 1991-11-01 | 25.3300758705565 |
| 1991-12-01 | 25.4207671330130 |
| 1992-01-01 | 25.9741756058328 |
| 1992-02-01 | 25.9340882683994 |
| 1992-03-01 | 25.3178813160624 |
| 1992-04-01 | 24.9879669952687 |
| 1992-05-01 | 24.9282354574207 |
| 1992-06-01 | 25.1076874493896 |
| 1992-07-01 | 24.7017720801221 |
| 1992-08-01 | 24.6251045579689 |
| 1992-09-01 | 24.3691093935217 |
| 1992-10-01 | 24.6189042036361 |
| 1992-11-01 | 24.5146080232039 |
| 1992-12-01 | 24.4134288974635 |
| 1993-01-01 | 24.1927673561509 |
| 1993-02-01 | 24.3936634540673 |
| 1993-03-01 | 24.4923004065357 |
| 1993-04-01 | 24.6629881538054 |
| 1993-05-01 | 24.9377451222084 |
| 1993-06-01 | 25.0107327480400 |
| 1993-07-01 | 25.2720357760189 |
| 1993-08-01 | 25.2345532239795 |
| 1993-09-01 | 25.3657185483980 |
| 1993-10-01 | 25.1049903175268 |
| 1993-11-01 | 25.0928581424745 |
| 1993-12-01 | 25.2047138438755 |
| 1994-01-01 | 26.7292835310752 |
| 1994-02-01 | 26.5718449959858 |
| 1994-03-01 | 26.6729103512704 |
| 1994-04-01 | 27.2404379975879 |
| 1994-05-01 | 27.2519953534148 |
| 1994-06-01 | 27.0935678809749 |
| 1994-07-01 | 27.4364407969633 |
| 1994-08-01 | 27.4451279269099 |
| 1994-09-01 | 27.4504072616631 |
| 1994-10-01 | 27.4946823711998 |
| 1994-11-01 | 27.5901214453360 |
| 1994-12-01 | 27.7983472818699 |
| 1995-01-01 | 28.2429763871782 |
| 1995-02-01 | 29.0677037699436 |
| 1995-03-01 | 29.0758985589664 |
| 1995-04-01 | 28.7945021329262 |
| 1995-05-01 | 28.9555932758782 |
| 1995-06-01 | 29.4518052044516 |
| 1995-07-01 | 29.0976143268458 |
| 1995-08-01 | 29.4544431291121 |
| 1995-09-01 | 29.8701479129179 |
| 1995-10-01 | 30.0912104808410 |
| 1995-11-01 | 30.5103677051217 |
| 1995-12-01 | 30.7040505515120 |
| 1996-01-01 | 29.9632865727934 |
| 1996-02-01 | 30.0511660667495 |
| 1996-03-01 | 31.1589888258192 |
| 1996-04-01 | 29.6145816880665 |
| 1996-05-01 | 29.8430411979377 |
| 1996-06-01 | 29.9737432891596 |
| 1996-07-01 | 30.2670964121493 |
| 1996-08-01 | 30.7144492774955 |
| 1996-09-01 | 30.8280876977895 |
| 1996-10-01 | 30.7936587649695 |
| 1996-11-01 | 31.0494428220382 |
| 1996-12-01 | 31.2048183642333 |
| 1997-01-01 | 33.2590874798459 |
| 1997-02-01 | 33.1883089000828 |
| 1997-03-01 | 33.6468228080939 |
| 1997-04-01 | 33.9362351869270 |
| 1997-05-01 | 33.9211485905841 |
| 1997-06-01 | 34.0829964820641 |
| 1997-07-01 | 34.2573911320331 |
| 1997-08-01 | 34.1816586090853 |
| 1997-09-01 | 33.3224428868366 |
| 1997-10-01 | 34.5101958171613 |
| 1997-11-01 | 34.5056624375469 |
| 1997-12-01 | 34.8070358250664 |
| 1998-01-01 | 35.2273332574997 |
| 1998-02-01 | 35.2881331033777 |
| 1998-03-01 | 35.7059671410455 |
| 1998-04-01 | 36.0270329086227 |
| 1998-05-01 | 36.5031283849793 |
| 1998-06-01 | 37.0031526315385 |
| 1998-07-01 | 37.4798985892028 |
| 1998-08-01 | 37.8073735168393 |
| 1998-09-01 | 37.9563607001184 |
| 1998-10-01 | 38.4201001195443 |
| 1998-11-01 | 38.7459934635842 |
| 1998-12-01 | 38.5751097562708 |
| 1999-01-01 | 39.3495060087665 |
| 1999-02-01 | 40.0644781729571 |
| 1999-03-01 | 40.6408395704103 |
| 1999-04-01 | 41.5194402861536 |
| 1999-05-01 | 42.0141110415985 |
| 1999-06-01 | 42.4627757134096 |
| 1999-07-01 | 42.2384738507954 |
| 1999-08-01 | 42.1486175334830 |
| 1999-09-01 | 42.6310626145298 |
| 1999-10-01 | 42.6067067044077 |
| 1999-11-01 | 42.8450753132339 |
| 1999-12-01 | 43.1146156839502 |
| 2000-01-01 | 43.2518025875366 |
| 2000-02-01 | 43.7380741740638 |
| 2000-03-01 | 43.5270842541627 |
| 2000-04-01 | 43.7202387418780 |
| 2000-05-01 | 44.3491698962066 |
| 2000-06-01 | 45.0550342986029 |
| 2000-07-01 | 45.7268377317524 |
| 2000-08-01 | 46.6358827894873 |
| 2000-09-01 | 47.0291804904750 |
| 2000-10-01 | 46.8657471790107 |
| 2000-11-01 | 46.9750340719544 |
| 2000-12-01 | 47.1260338096259 |
| 2001-01-01 | 47.6441983993140 |
| 2001-02-01 | 47.5101315891249 |
| 2001-03-01 | 47.2188793098087 |
| 2001-04-01 | 46.8548265624830 |
| 2001-05-01 | 46.2034924934876 |
| 2001-06-01 | 45.6789840085249 |
| 2001-07-01 | 44.6012941323947 |
| 2001-08-01 | 44.2932452102545 |
| 2001-09-01 | 43.7276577991577 |
| 2001-10-01 | 43.5146944628254 |
| 2001-11-01 | 43.1864382998644 |
| 2001-12-01 | 42.9717920235751 |
| 2002-01-01 | 42.4474610208149 |
| 2002-02-01 | 42.1972153914470 |
| 2002-03-01 | 42.2007249538483 |
| 2002-04-01 | 42.0919649462789 |
| 2002-05-01 | 41.7286236194250 |
| 2002-06-01 | 41.9082774111794 |
| 2002-07-01 | 41.8361901323171 |
| 2002-08-01 | 41.9608589649634 |
| 2002-09-01 | 42.1102350263122 |
| 2002-10-01 | 42.5616029337392 |
| 2002-11-01 | 42.6107942265067 |
| 2002-12-01 | 42.8584962449505 |
| 2003-01-01 | 42.5866777032441 |
| 2003-02-01 | 42.2951461468938 |
| 2003-03-01 | 42.4995685820877 |
| 2003-04-01 | 42.2181500549461 |
| 2003-05-01 | 42.3167628718590 |
| 2003-06-01 | 41.9279106144947 |
| 2003-07-01 | 42.4287849971718 |
| 2003-08-01 | 42.4904587773470 |
| 2003-09-01 | 42.4653693548845 |
| 2003-10-01 | 42.5195002040238 |
| 2003-11-01 | 42.6866964138540 |
| 2003-12-01 | 43.2027314773917 |
| 2004-01-01 | 42.2717311496702 |
| 2004-02-01 | 41.3873881732016 |
| 2004-03-01 | 41.4965790560805 |
| 2004-04-01 | 41.7356792586246 |
| 2004-05-01 | 41.5660100752539 |
| 2004-06-01 | 41.1376286845255 |
| 2004-07-01 | 41.5806358094663 |
| 2004-08-01 | 41.4057934329206 |
| 2004-09-01 | 41.0875723688554 |
| 2004-10-01 | 41.1001184216074 |
| 2004-11-01 | 41.0929692283392 |
| 2004-12-01 | 40.9745239434864 |
| 2005-01-01 | 41.1870053842816 |
| 2005-02-01 | 41.4851422568505 |
| 2005-03-01 | 41.8193399815146 |
| 2005-04-01 | 41.2247501689834 |
| 2005-05-01 | 41.5113413083497 |
| 2005-06-01 | 41.3483383993802 |
| 2005-07-01 | 41.3132274885262 |
| 2005-08-01 | 41.2833272146531 |
| 2005-09-01 | 41.7848169291235 |
| 2005-10-01 | 41.6845262024820 |
| 2005-11-01 | 41.8233371462069 |
| 2005-12-01 | 42.0611850574906 |
| 2006-01-01 | 42.3274069165039 |
| 2006-02-01 | 42.6926749677627 |
| 2006-03-01 | 42.9312554879631 |
| 2006-04-01 | 43.3043725976954 |
| 2006-05-01 | 43.4679940489698 |
| 2006-06-01 | 43.4547011915292 |
| 2006-07-01 | 43.3466353091979 |
| 2006-08-01 | 43.5616089985247 |
| 2006-09-01 | 43.5657723225742 |
| 2006-10-01 | 43.5596624037973 |
| 2006-11-01 | 43.5461341385101 |
| 2006-12-01 | 43.6161627751867 |
| 2007-01-01 | 44.2922822545888 |
| 2007-02-01 | 44.6423489914692 |
| 2007-03-01 | 45.0486336416327 |
| 2007-04-01 | 44.7558486681300 |
| 2007-05-01 | 45.0481538708082 |
| 2007-06-01 | 45.5665142235735 |
| 2007-07-01 | 46.1901591207176 |
| 2007-08-01 | 46.3305173889679 |
| 2007-09-01 | 46.3449649792158 |
| 2007-10-01 | 46.8221628543129 |
| 2007-11-01 | 47.1593022508265 |
| 2007-12-01 | 47.3222426780101 |
| 2008-01-01 | 47.4587786770115 |
| 2008-02-01 | 47.3110901738234 |
| 2008-03-01 | 47.4606885586826 |
| 2008-04-01 | 47.5381693836203 |
| 2008-05-01 | 47.4709502573022 |
| 2008-06-01 | 47.2923612429738 |
| 2008-07-01 | 47.2263573132763 |
| 2008-08-01 | 47.0734234929327 |
| 2008-09-01 | 47.1186993172805 |
| 2008-10-01 | 47.2907286810610 |
| 2008-11-01 | 46.7406509750806 |
| 2008-12-01 | 46.1897726376607 |
| 2009-01-01 | 45.4214256625542 |
| 2009-02-01 | 45.2046530054184 |
| 2009-03-01 | 44.8069692561841 |
| 2009-04-01 | 44.6291757958768 |
| 2009-05-01 | 44.1948380691115 |
| 2009-06-01 | 43.8230389903148 |
| 2009-07-01 | 43.2697370859252 |
| 2009-08-01 | 42.8011195849637 |
| 2009-09-01 | 42.4918806831660 |
| 2009-10-01 | 42.1704715885981 |
| 2009-11-01 | 41.8089116636526 |
| 2009-12-01 | 41.5394942293168 |
| 2010-01-01 | 41.7785980127429 |
| 2010-02-01 | 42.0779123439854 |
| 2010-03-01 | 42.4562194121687 |
| 2010-04-01 | 42.6523672521763 |
| 2010-05-01 | 42.8234591284012 |
| 2010-06-01 | 43.2518044513815 |
| 2010-07-01 | 43.0249386518115 |
| 2010-08-01 | 43.0172121062226 |
| 2010-09-01 | 43.2578347686486 |
| 2010-10-01 | 43.4713490279451 |
| 2010-11-01 | 43.6740669876867 |
| 2010-12-01 | 44.1969584596526 |
| 2011-01-01 | 44.4286391142946 |
| 2011-02-01 | 44.5299746648916 |
| 2011-03-01 | 44.6056975067109 |
| 2011-04-01 | 44.0810788165301 |
| 2011-05-01 | 44.3306128649028 |
| 2011-06-01 | 44.5680661566804 |
| 2011-07-01 | 45.1007356276468 |
| 2011-08-01 | 45.5398554262199 |
| 2011-09-01 | 45.8381171670576 |
| 2011-10-01 | 45.4837102626412 |
| 2011-11-01 | 45.5537786790778 |
| 2011-12-01 | 45.5741994921499 |
| 2012-01-01 | 45.0382042852363 |
| 2012-02-01 | 45.3463088432149 |
| 2012-03-01 | 45.3636693065586 |
| 2012-04-01 | 45.8059560090477 |
| 2012-05-01 | 46.2521903036965 |
| 2012-06-01 | 46.3902522208624 |
| 2012-07-01 | 46.3608395933000 |
| 2012-08-01 | 46.4598773528065 |
| 2012-09-01 | 46.5420242365529 |
| 2012-10-01 | 46.6865520207128 |
| 2012-11-01 | 46.8347632498905 |
| 2012-12-01 | 46.9902781354932 |
| 2013-01-01 | 46.6256531741982 |
| 2013-02-01 | 47.0465229579121 |
| 2013-03-01 | 47.2486733085043 |
| 2013-04-01 | 47.2127009279047 |
| 2013-05-01 | 47.2547900533613 |
| 2013-06-01 | 47.4122728162218 |
| 2013-07-01 | 47.5022360616510 |
| 2013-08-01 | 47.7961740152625 |
| 2013-09-01 | 47.9517650097933 |
| 2013-10-01 | 48.0833936897510 |
| 2013-11-01 | 48.4255633971236 |
| 2013-12-01 | 48.5497267732898 |
| 2014-01-01 | 48.4942046523974 |
| 2014-02-01 | 48.7362760328711 |
| 2014-03-01 | 48.9359677115914 |
| 2014-04-01 | 48.5013155809258 |
| 2014-05-01 | 48.7655391340613 |
| 2014-06-01 | 48.9393787804548 |
| 2014-07-01 | 48.5172615743268 |
| 2014-08-01 | 48.6387095810770 |
| 2014-09-01 | 48.7658578865476 |
| 2014-10-01 | 48.8779375231865 |
| 2014-11-01 | 49.0097309472765 |
| 2014-12-01 | 49.2293907089020 |
| 2015-01-01 | 49.6884000398456 |
| 2015-02-01 | 49.9182908335481 |
| 2015-03-01 | 50.2095891890949 |
| 2015-04-01 | 50.8889442170091 |
| 2015-05-01 | 51.1599954313534 |
| 2015-06-01 | 51.4769621804600 |
| 2015-07-01 | 51.7072291201788 |
| 2015-08-01 | 51.9036498219280 |
| 2015-09-01 | 52.2045895103780 |
| 2015-10-01 | 52.6662779654584 |
| 2015-11-01 | 52.6866419262031 |
| 2015-12-01 | 52.7943033380978 |
| 2016-01-01 | 53.3907907463306 |
| 2016-02-01 | 53.4970379790298 |
| 2016-03-01 | 53.3551650025529 |
| 2016-04-01 | 53.6800797838387 |
| 2016-05-01 | 53.7655466095500 |
| 2016-06-01 | 54.0361367719280 |
| 2016-07-01 | 54.6967816957197 |
| 2016-08-01 | 54.8931639817463 |
| 2016-09-01 | 55.0647307905410 |
| 2016-10-01 | 54.9312737640469 |
| 2016-11-01 | 55.1387649804017 |
| 2016-12-01 | 55.3202391828418 |
| 2017-01-01 | 55.9171202004890 |
| 2017-02-01 | 56.0668140517032 |
| 2017-03-01 | 56.3957835588993 |
| 2017-04-01 | 56.4822163605793 |
| 2017-05-01 | 56.6609026550486 |
| 2017-06-01 | 57.0034298284562 |
| 2017-07-01 | 57.1113782094180 |
| 2017-08-01 | 57.3033467218828 |
| 2017-09-01 | 57.4429173603945 |
| 2017-10-01 | 57.2821027327086 |
| 2017-11-01 | 57.5817331405698 |
| 2017-12-01 | 57.6064615160805 |
| 2018-01-01 | 57.5540080258736 |
| 2018-02-01 | 57.9427051565053 |
| 2018-03-01 | 57.8965443766049 |
| 2018-04-01 | 59.1854314275539 |
| 2018-05-01 | 59.5711141566160 |
| 2018-06-01 | 59.8553060883368 |
| 2018-07-01 | 60.4783830456662 |
| 2018-08-01 | 60.6298021733030 |
| 2018-09-01 | 60.8267558624640 |
| 2018-10-01 | 61.4272913940412 |
| 2018-11-01 | 61.8236946345776 |
| 2018-12-01 | 62.0530411390945 |
| 2019-01-01 | 62.2027857394272 |
| 2019-02-01 | 62.4136561173651 |
| 2019-03-01 | 62.5859705056997 |
| 2019-04-01 | 62.4799083179109 |
| 2019-05-01 | 62.5868191193371 |
| 2019-06-01 | 62.5823592249579 |
| 2019-07-01 | 62.7834569813782 |
| 2019-08-01 | 62.8699211834114 |
| 2019-09-01 | 63.2184587621840 |
| 2019-10-01 | 63.5726090574300 |
| 2019-11-01 | 63.7910892357467 |
| 2019-12-01 | 63.8822486725452 |
| 2020-01-01 | 64.1140093971635 |
| 2020-02-01 | 64.1859111193729 |
| 2020-03-01 | 63.9734645933689 |
| 2020-04-01 | 61.8709599858481 |
| 2020-05-01 | 61.9182828414018 |
| 2020-06-01 | 61.7762301350680 |
| 2020-07-01 | 60.3338873663908 |
| 2020-08-01 | 60.3138420379819 |
| 2020-09-01 | 59.9847258884828 |
| 2020-10-01 | 60.5359125153611 |
| 2020-11-01 | 60.2835204080747 |
| 2020-12-01 | 60.2992147280725 |
| 2021-01-01 | 60.1782380813483 |
| 2021-02-01 | 60.3549132213800 |
| 2021-03-01 | 60.7852349587044 |
| 2021-04-01 | 60.8710058122786 |
| 2021-05-01 | 60.9588567328087 |
| 2021-06-01 | 60.7644974847377 |
| 2021-07-01 | 61.6961905015871 |
| 2021-08-01 | 61.6366469574903 |
| 2021-09-01 | 61.3244435709346 |
| 2021-10-01 | 61.7263112781504 |
| 2021-11-01 | 61.6813082524489 |
| 2021-12-01 | 61.7150949484515 |
| 2022-01-01 | 61.7142249956122 |
| 2022-02-01 | 61.9436320752338 |
| 2022-03-01 | 61.9973242284362 |
| 2022-04-01 | 62.1989990532864 |
| 2022-05-01 | 61.9020048906112 |
| 2022-06-01 | 61.9364772242926 |
| 2022-07-01 | 61.7687896583623 |
| 2022-08-01 | 61.4473978109895 |
| 2022-09-01 | 61.2305260660588 |
| 2022-10-01 | 61.1348268377266 |
| 2022-11-01 | 60.8747761608217 |
| 2022-12-01 | 60.7266039526250 |
| 2023-01-01 | 60.7505726509233 |
| 2023-02-01 | 60.3486328039780 |
| 2023-03-01 | 60.0184131172290 |
| 2023-04-01 | 59.5419893731351 |
| 2023-05-01 | 59.6318792588176 |
| 2023-06-01 | 59.5204002991869 |
| 2023-07-01 | 59.1158980780073 |
| 2023-08-01 | 58.9593464842812 |
| 2023-09-01 | 58.7370029885299 |
| 2023-10-01 | 58.2386588572103 |
| 2023-11-01 | 58.0566307273033 |
| 2023-12-01 | 57.8478885108746 |
| 2024-01-01 | 58.9909622335011 |
| 2024-02-01 | 58.4609471129174 |
| 2024-03-01 | 57.9374312089169 |
| 2024-04-01 | 57.0003160942245 |
| 2024-05-01 | 56.7477030178427 |
| 2024-06-01 | 56.1103199723984 |
| 2024-07-01 | 57.2559082607224 |
| 2024-08-01 | 56.9739697549161 |
| 2024-09-01 | 56.5276950117714 |
| 2024-10-01 | 55.9412559170519 |
| 2024-11-01 | 56.0382203303942 |
| 2024-12-01 | 55.9836149959862 |
| 2025-01-01 | 55.3444865164621 |
| 2025-02-01 | 54.7724086836651 |
| 2025-03-01 | 54.8542442995171 |
| 2025-04-01 | 54.7492989115631 |
| 2025-05-01 | 54.7538335031951 |
| 2025-06-01 | 54.7203478748345 |
| 2025-07-01 | 54.4756160327485 |
| 2025-08-01 | 54.2813577336868 |
| 2025-09-01 | 54.2222343966632 |
| 2025-10-01 | 54.1377167335209 |
| 2025-11-01 | 53.8179864478765 |
| 2025-12-01 | 53.7440211963139 |