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 2025-04-01 |
| Last Updated | 2025-05-22 5:14 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 | 25.851158784595498 |
| 1990-02-01 | 25.663257483318702 |
| 1990-03-01 | 26.138691677622700 |
| 1990-04-01 | 25.533321687098898 |
| 1990-05-01 | 24.833020912694900 |
| 1990-06-01 | 24.982350506122800 |
| 1990-07-01 | 24.758887124812603 |
| 1990-08-01 | 24.716757295393400 |
| 1990-09-01 | 24.794006446690396 |
| 1990-10-01 | 24.737516610307303 |
| 1990-11-01 | 24.834771291220000 |
| 1990-12-01 | 24.824881376381803 |
| 1991-01-01 | 24.855829120350500 |
| 1991-02-01 | 25.090176624161600 |
| 1991-03-01 | 25.373885887897200 |
| 1991-04-01 | 25.442792906000300 |
| 1991-05-01 | 25.225533937919103 |
| 1991-06-01 | 24.698224915568500 |
| 1991-07-01 | 25.233799468166104 |
| 1991-08-01 | 25.183357429784103 |
| 1991-09-01 | 25.148256104828600 |
| 1991-10-01 | 25.333041176148600 |
| 1991-11-01 | 25.330330396237800 |
| 1991-12-01 | 25.421084952284900 |
| 1992-01-01 | 25.973835782574398 |
| 1992-02-01 | 25.933908656793104 |
| 1992-03-01 | 25.317642281795102 |
| 1992-04-01 | 24.987839583354003 |
| 1992-05-01 | 24.928156665956003 |
| 1992-06-01 | 25.107631922753000 |
| 1992-07-01 | 24.701790331296500 |
| 1992-08-01 | 24.625210628236300 |
| 1992-09-01 | 24.369225202142502 |
| 1992-10-01 | 24.619148434513804 |
| 1992-11-01 | 24.514931296801702 |
| 1992-12-01 | 24.413858370411102 |
| 1993-01-01 | 24.192219593223900 |
| 1993-02-01 | 24.393460486420697 |
| 1993-03-01 | 24.492016785027900 |
| 1993-04-01 | 24.662894166704300 |
| 1993-05-01 | 24.937631337435104 |
| 1993-06-01 | 25.010655623211500 |
| 1993-07-01 | 25.272052713421600 |
| 1993-08-01 | 25.234686525879300 |
| 1993-09-01 | 25.365876449746300 |
| 1993-10-01 | 25.105284781186600 |
| 1993-11-01 | 25.093246873253303 |
| 1993-12-01 | 25.205233426454896 |
| 1994-01-01 | 26.728518068674102 |
| 1994-02-01 | 26.571727663775395 |
| 1994-03-01 | 26.672536922886200 |
| 1994-04-01 | 27.240354528551700 |
| 1994-05-01 | 27.251848577237602 |
| 1994-06-01 | 27.093466259804100 |
| 1994-07-01 | 27.436432134903000 |
| 1994-08-01 | 27.445247592799300 |
| 1994-09-01 | 27.450716360783400 |
| 1994-10-01 | 27.494972174231000 |
| 1994-11-01 | 27.590547326489500 |
| 1994-12-01 | 27.798970714469398 |
| 1995-01-01 | 28.242008273884600 |
| 1995-02-01 | 29.067677774151697 |
| 1995-03-01 | 29.075452222715000 |
| 1995-04-01 | 28.794408667139102 |
| 1995-05-01 | 28.955434348362697 |
| 1995-06-01 | 29.451709568600100 |
| 1995-07-01 | 29.097579712986196 |
| 1995-08-01 | 29.454543737155700 |
| 1995-09-01 | 29.870599274272000 |
| 1995-10-01 | 30.091472031975897 |
| 1995-11-01 | 30.510759006232500 |
| 1995-12-01 | 30.704647272108303 |
| 1996-01-01 | 29.962285852792302 |
| 1996-02-01 | 30.051249535540600 |
| 1996-03-01 | 31.158507043221900 |
| 1996-04-01 | 29.614472410726200 |
| 1996-05-01 | 29.842891233816500 |
| 1996-06-01 | 29.973656953449996 |
| 1996-07-01 | 30.267031514721500 |
| 1996-08-01 | 30.714522028682605 |
| 1996-09-01 | 30.828663525133100 |
| 1996-10-01 | 30.793859205470298 |
| 1996-11-01 | 31.049755835052500 |
| 1996-12-01 | 31.205334316616500 |
| 1997-01-01 | 33.258170841948000 |
| 1997-02-01 | 33.188425018673804 |
| 1997-03-01 | 33.646381995036000 |
| 1997-04-01 | 33.936109883697000 |
| 1997-05-01 | 33.921035243297800 |
| 1997-06-01 | 34.082937978614600 |
| 1997-07-01 | 34.257314175480800 |
| 1997-08-01 | 34.181721290937300 |
| 1997-09-01 | 33.323024047420894 |
| 1997-10-01 | 34.510340822316900 |
| 1997-11-01 | 34.505879137700800 |
| 1997-12-01 | 34.807416020346400 |
| 1998-01-01 | 35.226593815837100 |
| 1998-02-01 | 35.288256671996400 |
| 1998-03-01 | 35.705614701841505 |
| 1998-04-01 | 36.026897019274900 |
| 1998-05-01 | 36.503053894457900 |
| 1998-06-01 | 37.003118518650000 |
| 1998-07-01 | 37.479826540582200 |
| 1998-08-01 | 37.807405127752600 |
| 1998-09-01 | 37.956926569282800 |
| 1998-10-01 | 38.420172302263800 |
| 1998-11-01 | 38.746114330082800 |
| 1998-12-01 | 38.575361788221000 |
| 1999-01-01 | 39.348999119697000 |
| 1999-02-01 | 40.064503062327496 |
| 1999-03-01 | 40.640617454519000 |
| 1999-04-01 | 41.519322129136704 |
| 1999-05-01 | 42.014076575654200 |
| 1999-06-01 | 42.462767844460900 |
| 1999-07-01 | 42.238427299541500 |
| 1999-08-01 | 42.148647808180200 |
| 1999-09-01 | 42.631497957789705 |
| 1999-10-01 | 42.606740445052296 |
| 1999-11-01 | 42.845121989347504 |
| 1999-12-01 | 43.114742822060200 |
| 2000-01-01 | 43.251512451506500 |
| 2000-02-01 | 43.738022280936390 |
| 2000-03-01 | 43.526975504113210 |
| 2000-04-01 | 43.720168476013406 |
| 2000-05-01 | 44.349154272676600 |
| 2000-06-01 | 45.055033427584000 |
| 2000-07-01 | 45.726828229409506 |
| 2000-08-01 | 46.635912764581000 |
| 2000-09-01 | 47.029459263169500 |
| 2000-10-01 | 46.865760966925000 |
| 2000-11-01 | 46.975039532927106 |
| 2000-12-01 | 47.126071101991700 |
| 2001-01-01 | 47.644066648457205 |
| 2001-02-01 | 47.510035745381096 |
| 2001-03-01 | 47.218843730277904 |
| 2001-04-01 | 46.854803729786205 |
| 2001-05-01 | 46.203491543282205 |
| 2001-06-01 | 45.678984798789700 |
| 2001-07-01 | 44.601310763540300 |
| 2001-08-01 | 44.293279734942700 |
| 2001-09-01 | 43.727783845585800 |
| 2001-10-01 | 43.514702582674396 |
| 2001-11-01 | 43.186437417776600 |
| 2001-12-01 | 42.971803137256096 |
| 2002-01-01 | 42.447372432277500 |
| 2002-02-01 | 42.197161151165105 |
| 2002-03-01 | 42.200713236297800 |
| 2002-04-01 | 42.091959562374800 |
| 2002-05-01 | 41.728627200798500 |
| 2002-06-01 | 41.908278832343505 |
| 2002-07-01 | 41.836220592650900 |
| 2002-08-01 | 41.960870116923104 |
| 2002-09-01 | 42.110306477017296 |
| 2002-10-01 | 42.561599024259500 |
| 2002-11-01 | 42.610788127403495 |
| 2002-12-01 | 42.858483685370004 |
| 2003-01-01 | 42.586639863391300 |
| 2003-02-01 | 42.295116479398800 |
| 2003-03-01 | 42.499563503485900 |
| 2003-04-01 | 42.218151999751896 |
| 2003-05-01 | 42.316765745282500 |
| 2003-06-01 | 41.927913324291000 |
| 2003-07-01 | 42.428807675090900 |
| 2003-08-01 | 42.490464249776800 |
| 2003-09-01 | 42.465402910999710 |
| 2003-10-01 | 42.519495779647400 |
| 2003-11-01 | 42.686690972519600 |
| 2003-12-01 | 43.202721398649100 |
| 2004-01-01 | 42.271709923435500 |
| 2004-02-01 | 41.387380282953600 |
| 2004-03-01 | 41.496575042762000 |
| 2004-04-01 | 41.735680535234790 |
| 2004-05-01 | 41.566011690084295 |
| 2004-06-01 | 41.137631508980100 |
| 2004-07-01 | 41.580650566718700 |
| 2004-08-01 | 41.405797774829800 |
| 2004-09-01 | 41.087576392521600 |
| 2004-10-01 | 41.100120017940000 |
| 2004-11-01 | 41.092967017620396 |
| 2004-12-01 | 40.974516478396296 |
| 2005-01-01 | 41.187000221083500 |
| 2005-02-01 | 41.485138489505700 |
| 2005-03-01 | 41.819338043521600 |
| 2005-04-01 | 41.224751245967500 |
| 2005-05-01 | 41.511343178925800 |
| 2005-06-01 | 41.348341018976100 |
| 2005-07-01 | 41.313230270981400 |
| 2005-08-01 | 41.283329765466300 |
| 2005-09-01 | 41.784818403328900 |
| 2005-10-01 | 41.684525578546500 |
| 2005-11-01 | 41.823335881827900 |
| 2005-12-01 | 42.061181680827800 |
| 2006-01-01 | 42.327406314018900 |
| 2006-02-01 | 42.692673617666800 |
| 2006-03-01 | 42.931254701925400 |
| 2006-04-01 | 43.304373438219700 |
| 2006-05-01 | 43.467995234715296 |
| 2006-06-01 | 43.454702423752000 |
| 2006-07-01 | 43.346636384715600 |
| 2006-08-01 | 43.561610299704000 |
| 2006-09-01 | 43.565773195353500 |
| 2006-10-01 | 43.559661251152200 |
| 2006-11-01 | 43.546133656065294 |
| 2006-12-01 | 43.616159422549710 |
| 2007-01-01 | 44.292282748293200 |
| 2007-02-01 | 44.642347656069795 |
| 2007-03-01 | 45.048632886620105 |
| 2007-04-01 | 44.755848955963790 |
| 2007-05-01 | 45.048154180779600 |
| 2007-06-01 | 45.566517563320600 |
| 2007-07-01 | 46.190159927540904 |
| 2007-08-01 | 46.330519497524210 |
| 2007-09-01 | 46.344967289819600 |
| 2007-10-01 | 46.822161469560700 |
| 2007-11-01 | 47.159301314340894 |
| 2007-12-01 | 47.322237702807400 |
| 2008-01-01 | 47.458778793778400 |
| 2008-02-01 | 47.311085553150100 |
| 2008-03-01 | 47.460682395815710 |
| 2008-04-01 | 47.538180306300106 |
| 2008-05-01 | 47.470946694007800 |
| 2008-06-01 | 47.292366313658505 |
| 2008-07-01 | 47.226358347828395 |
| 2008-08-01 | 47.073434219352500 |
| 2008-09-01 | 47.118704978261700 |
| 2008-10-01 | 47.290722415066010 |
| 2008-11-01 | 46.740645042123300 |
| 2008-12-01 | 46.189747313791200 |
| 2009-01-01 | 45.421428031335104 |
| 2009-02-01 | 45.204657313452900 |
| 2009-03-01 | 44.806950857227110 |
| 2009-04-01 | 44.629216938213500 |
| 2009-05-01 | 44.194841228167000 |
| 2009-06-01 | 43.823045371883710 |
| 2009-07-01 | 43.269731256234100 |
| 2009-08-01 | 42.801133279505000 |
| 2009-09-01 | 42.491887509080800 |
| 2009-10-01 | 42.170453887935295 |
| 2009-11-01 | 41.808886948419200 |
| 2009-12-01 | 41.539426953420794 |
| 2010-01-01 | 41.778621846601300 |
| 2010-02-01 | 42.077922992786500 |
| 2010-03-01 | 42.456203761820400 |
| 2010-04-01 | 42.652459355628790 |
| 2010-05-01 | 42.823480960128500 |
| 2010-06-01 | 43.251807130277500 |
| 2010-07-01 | 43.024919291938400 |
| 2010-08-01 | 43.017235467103006 |
| 2010-09-01 | 43.257860537800894 |
| 2010-10-01 | 43.471313195524395 |
| 2010-11-01 | 43.673986808908900 |
| 2010-12-01 | 44.196826644033095 |
| 2011-01-01 | 44.428658311259000 |
| 2011-02-01 | 44.529927122756100 |
| 2011-03-01 | 44.605609168946295 |
| 2011-04-01 | 44.081586592567795 |
| 2011-05-01 | 44.330595321120300 |
| 2011-06-01 | 44.567900665171000 |
| 2011-07-01 | 45.100760876698600 |
| 2011-08-01 | 45.539941500790796 |
| 2011-09-01 | 45.838174073715100 |
| 2011-10-01 | 45.483645504105000 |
| 2011-11-01 | 45.553608755748300 |
| 2011-12-01 | 45.573953340258996 |
| 2012-01-01 | 45.038156450549500 |
| 2012-02-01 | 45.346183550507100 |
| 2012-03-01 | 45.363548367756300 |
| 2012-04-01 | 45.806896532235800 |
| 2012-05-01 | 46.252131901051210 |
| 2012-06-01 | 46.389938793809390 |
| 2012-07-01 | 46.360957927356200 |
| 2012-08-01 | 46.460049228664890 |
| 2012-09-01 | 46.542156719946696 |
| 2012-10-01 | 46.686576382426790 |
| 2012-11-01 | 46.834711688842000 |
| 2012-12-01 | 46.989248456242706 |
| 2013-01-01 | 46.625670701370600 |
| 2013-02-01 | 47.046372807436400 |
| 2013-03-01 | 47.248503405436104 |
| 2013-04-01 | 47.214031296993504 |
| 2013-05-01 | 47.254686011019494 |
| 2013-06-01 | 47.411782981235596 |
| 2013-07-01 | 47.502728529312290 |
| 2013-08-01 | 47.796377777911790 |
| 2013-09-01 | 47.951972552958004 |
| 2013-10-01 | 48.083593334807000 |
| 2013-11-01 | 48.425781486790600 |
| 2013-12-01 | 48.547575955253400 |
| 2014-01-01 | 48.494341504131000 |
| 2014-02-01 | 48.736127934399500 |
| 2014-03-01 | 48.935775451433200 |
| 2014-04-01 | 48.502612082414210 |
| 2014-05-01 | 48.765486582290790 |
| 2014-06-01 | 48.938963660220790 |
| 2014-07-01 | 48.518162429315005 |
| 2014-08-01 | 48.638948194078000 |
| 2014-09-01 | 48.766177178552500 |
| 2014-10-01 | 48.878342784125610 |
| 2014-11-01 | 49.010149776994496 |
| 2014-12-01 | 49.226101736662210 |
| 2015-01-01 | 49.688508468876290 |
| 2015-02-01 | 49.918498561965290 |
| 2015-03-01 | 50.208290542183896 |
| 2015-04-01 | 50.890907108844990 |
| 2015-05-01 | 51.160535076726700 |
| 2015-06-01 | 51.476938885222800 |
| 2015-07-01 | 51.708549992723796 |
| 2015-08-01 | 51.903711058911800 |
| 2015-09-01 | 52.204548105120900 |
| 2015-10-01 | 52.666302702542495 |
| 2015-11-01 | 52.686780071154395 |
| 2015-12-01 | 52.790419712885700 |
| 2016-01-01 | 53.390700580702490 |
| 2016-02-01 | 53.497689118181300 |
| 2016-03-01 | 53.353278466708296 |
| 2016-04-01 | 53.683154099139394 |
| 2016-05-01 | 53.767532869364200 |
| 2016-06-01 | 54.037143503539700 |
| 2016-07-01 | 54.697981065632895 |
| 2016-08-01 | 54.892228376605200 |
| 2016-09-01 | 55.063342529031200 |
| 2016-10-01 | 54.930133604399100 |
| 2016-11-01 | 55.138226300603800 |
| 2016-12-01 | 55.316014882613400 |
| 2017-01-01 | 55.916940883666896 |
| 2017-02-01 | 56.068227323562300 |
| 2017-03-01 | 56.393652103004800 |
| 2017-04-01 | 56.487352509290105 |
| 2017-05-01 | 56.666111467787500 |
| 2017-06-01 | 57.008252484222600 |
| 2017-07-01 | 57.109219069273000 |
| 2017-08-01 | 57.300435914799300 |
| 2017-09-01 | 57.440662922035500 |
| 2017-10-01 | 57.274608238977000 |
| 2017-11-01 | 57.581786542995610 |
| 2017-12-01 | 57.602966158332210 |
| 2018-01-01 | 57.554367732226800 |
| 2018-02-01 | 57.946326441208600 |
| 2018-03-01 | 57.891779661627900 |
| 2018-04-01 | 59.194611573239605 |
| 2018-05-01 | 59.581963517656796 |
| 2018-06-01 | 59.871151823106200 |
| 2018-07-01 | 60.460657681562700 |
| 2018-08-01 | 60.627930822341300 |
| 2018-09-01 | 60.823600575736600 |
| 2018-10-01 | 61.412666004769605 |
| 2018-11-01 | 61.822484258002504 |
| 2018-12-01 | 62.049089365511506 |
| 2019-01-01 | 62.202280273624496 |
| 2019-02-01 | 62.419206424020395 |
| 2019-03-01 | 62.580704496256104 |
| 2019-04-01 | 62.499607979130495 |
| 2019-05-01 | 62.606513490257300 |
| 2019-06-01 | 62.610632719012790 |
| 2019-07-01 | 62.748349116595705 |
| 2019-08-01 | 62.866056392019395 |
| 2019-09-01 | 63.211387172660700 |
| 2019-10-01 | 63.548302682609000 |
| 2019-11-01 | 63.786955624847900 |
| 2019-12-01 | 63.877021152236100 |
| 2020-01-01 | 64.105920840054100 |
| 2020-02-01 | 64.193950527782900 |
| 2020-03-01 | 63.970691392785400 |
| 2020-04-01 | 61.918824317241600 |
| 2020-05-01 | 61.945307575321100 |
| 2020-06-01 | 61.826748397993100 |
| 2020-07-01 | 60.274308069653905 |
| 2020-08-01 | 60.301475536286000 |
| 2020-09-01 | 59.967024349296100 |
| 2020-10-01 | 60.502909555738604 |
| 2020-11-01 | 60.271216623725500 |
| 2020-12-01 | 60.288104853926896 |
| 2021-01-01 | 60.158137698879200 |
| 2021-02-01 | 60.361749516030400 |
| 2021-03-01 | 60.789804471284400 |
| 2021-04-01 | 60.969174158285796 |
| 2021-05-01 | 61.010852373990005 |
| 2021-06-01 | 60.840043555912104 |
| 2021-07-01 | 61.607004870535100 |
| 2021-08-01 | 61.593216502403790 |
| 2021-09-01 | 61.283332895704600 |
| 2021-10-01 | 61.695160048109706 |
| 2021-11-01 | 61.654295407621300 |
| 2021-12-01 | 61.696008556645790 |
| 2022-01-01 | 61.677548070239300 |
| 2022-02-01 | 61.955108016311904 |
| 2022-03-01 | 62.009843361727110 |
| 2022-04-01 | 62.350478592823900 |
| 2022-05-01 | 61.992051026250600 |
| 2022-06-01 | 62.064177928046206 |
| 2022-07-01 | 61.631088726383800 |
| 2022-08-01 | 61.353944306272204 |
| 2022-09-01 | 61.161430554750500 |
| 2022-10-01 | 61.118985965052794 |
| 2022-11-01 | 60.822945415928004 |
| 2022-12-01 | 60.697595110398290 |
| 2023-01-01 | 60.701663420439900 |
| 2023-02-01 | 60.362244467020595 |
| 2023-03-01 | 60.044639129525700 |
| 2023-04-01 | 59.741208510020705 |
| 2023-05-01 | 59.769422281153710 |
| 2023-06-01 | 59.689460660913400 |
| 2023-07-01 | 58.938536500996600 |
| 2023-08-01 | 58.806168588018600 |
| 2023-09-01 | 58.638812799437396 |
| 2023-10-01 | 58.244738441329300 |
| 2023-11-01 | 57.982608229945704 |
| 2023-12-01 | 57.816930750637500 |
| 2024-01-01 | 58.930027232392206 |
| 2024-02-01 | 58.479479927334100 |
| 2024-03-01 | 57.975892871676500 |
| 2024-04-01 | 57.232689977734500 |
| 2024-05-01 | 56.919291253198700 |
| 2024-06-01 | 56.320471483289204 |
| 2024-07-01 | 57.041731428801300 |
| 2024-08-01 | 56.770508231623000 |
| 2024-09-01 | 56.410225214760600 |
| 2024-10-01 | 55.963744457678295 |
| 2024-11-01 | 55.948932074339105 |
| 2024-12-01 | 55.958059301788700 |
| 2025-01-01 | 55.280771041662796 |
| 2025-02-01 | 54.790745944077390 |
| 2025-03-01 | 54.902975374783296 |
| 2025-04-01 | 54.903772158920496 |