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 2026-07-01 |
| Last Updated | 2026-08-21 7:25 PM 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 | 25.7905227902989 |
| 1990-02-01 | 25.5978920852019 |
| 1990-03-01 | 26.0945805199390 |
| 1990-04-01 | 25.4863797187941 |
| 1990-05-01 | 24.8281843083190 |
| 1990-06-01 | 24.9376125297562 |
| 1990-07-01 | 24.7667060338786 |
| 1990-08-01 | 24.7433144385760 |
| 1990-09-01 | 24.8322891112446 |
| 1990-10-01 | 24.8048960272846 |
| 1990-11-01 | 24.9213698357323 |
| 1990-12-01 | 24.8705179047374 |
| 1991-01-01 | 24.8074104144628 |
| 1991-02-01 | 25.0078572152520 |
| 1991-03-01 | 25.3223253019441 |
| 1991-04-01 | 25.3920443079340 |
| 1991-05-01 | 25.2171841099166 |
| 1991-06-01 | 24.6565944790404 |
| 1991-07-01 | 25.2418267883858 |
| 1991-08-01 | 25.2121755963296 |
| 1991-09-01 | 25.1918356884003 |
| 1991-10-01 | 25.4062311956052 |
| 1991-11-01 | 25.4264616929868 |
| 1991-12-01 | 25.4711253481116 |
| 1992-01-01 | 25.9397545636843 |
| 1992-02-01 | 25.8288621318315 |
| 1992-03-01 | 25.2536053849756 |
| 1992-04-01 | 24.9336273010214 |
| 1992-05-01 | 24.9138223153524 |
| 1992-06-01 | 25.0549503506561 |
| 1992-07-01 | 24.7168425822517 |
| 1992-08-01 | 24.6595878743313 |
| 1992-09-01 | 24.4208567099979 |
| 1992-10-01 | 24.7015320545567 |
| 1992-11-01 | 24.6179755974608 |
| 1992-12-01 | 24.4694067663961 |
| 1993-01-01 | 24.1724813792603 |
| 1993-02-01 | 24.2635577044962 |
| 1993-03-01 | 24.4171503340475 |
| 1993-04-01 | 24.6096405577250 |
| 1993-05-01 | 24.9163333806563 |
| 1993-06-01 | 24.9479105546307 |
| 1993-07-01 | 25.2956498198953 |
| 1993-08-01 | 25.2752592389526 |
| 1993-09-01 | 25.4231004504916 |
| 1993-10-01 | 25.1917691590805 |
| 1993-11-01 | 25.1899067962433 |
| 1993-12-01 | 25.2596503460369 |
| 1994-01-01 | 26.7174539939536 |
| 1994-02-01 | 26.4466431118344 |
| 1994-03-01 | 26.5911247373483 |
| 1994-04-01 | 27.1908538653921 |
| 1994-05-01 | 27.2247822219782 |
| 1994-06-01 | 27.0226737918900 |
| 1994-07-01 | 27.4624069593007 |
| 1994-08-01 | 27.4822676255491 |
| 1994-09-01 | 27.5205447102756 |
| 1994-10-01 | 27.5777433144624 |
| 1994-11-01 | 27.6730657664975 |
| 1994-12-01 | 27.8479036532737 |
| 1995-01-01 | 28.2378059980921 |
| 1995-02-01 | 28.9562100293652 |
| 1995-03-01 | 28.9965972752195 |
| 1995-04-01 | 28.7518898758145 |
| 1995-05-01 | 28.9274298633372 |
| 1995-06-01 | 29.3887620543362 |
| 1995-07-01 | 29.1170926809029 |
| 1995-08-01 | 29.4849052743335 |
| 1995-09-01 | 29.9479704221605 |
| 1995-10-01 | 30.1603606943363 |
| 1995-11-01 | 30.5646535529564 |
| 1995-12-01 | 30.7396878812790 |
| 1996-01-01 | 29.9604786462497 |
| 1996-02-01 | 29.9770319394113 |
| 1996-03-01 | 31.0922943782645 |
| 1996-04-01 | 29.5839466632671 |
| 1996-05-01 | 29.8193833122446 |
| 1996-06-01 | 29.9121713257332 |
| 1996-07-01 | 30.2796274576586 |
| 1996-08-01 | 30.7353083643223 |
| 1996-09-01 | 30.9109618321182 |
| 1996-10-01 | 30.8452905353215 |
| 1996-11-01 | 31.0739739420968 |
| 1996-12-01 | 31.2274004033395 |
| 1997-01-01 | 33.2568787725843 |
| 1997-02-01 | 33.1430790538583 |
| 1997-03-01 | 33.6021999585809 |
| 1997-04-01 | 33.9172854051465 |
| 1997-05-01 | 33.9020678526707 |
| 1997-06-01 | 34.0320894152983 |
| 1997-07-01 | 34.2595769358992 |
| 1997-08-01 | 34.1944657668069 |
| 1997-09-01 | 33.4032741036672 |
| 1997-10-01 | 34.5428979145069 |
| 1997-11-01 | 34.5096736853044 |
| 1997-12-01 | 34.8188270504061 |
| 1998-01-01 | 35.2203719646233 |
| 1998-02-01 | 35.2697919719693 |
| 1998-03-01 | 35.6815396927360 |
| 1998-04-01 | 36.0165436740662 |
| 1998-05-01 | 36.4870118088304 |
| 1998-06-01 | 36.9616014159413 |
| 1998-07-01 | 37.4749812189193 |
| 1998-08-01 | 37.8101620987924 |
| 1998-09-01 | 38.0357223856186 |
| 1998-10-01 | 38.4389351875473 |
| 1998-11-01 | 38.7443111226362 |
| 1998-12-01 | 38.5796722701157 |
| 1999-01-01 | 39.3441108607269 |
| 1999-02-01 | 40.0485988238570 |
| 1999-03-01 | 40.6291959671623 |
| 1999-04-01 | 41.5119706661604 |
| 1999-05-01 | 42.0016930489781 |
| 1999-06-01 | 42.4370919915808 |
| 1999-07-01 | 42.2296432111508 |
| 1999-08-01 | 42.1484350834954 |
| 1999-09-01 | 42.6992828196147 |
| 1999-10-01 | 42.6160396178359 |
| 1999-11-01 | 42.8443790479502 |
| 1999-12-01 | 43.1146673239842 |
| 2000-01-01 | 43.2469234790987 |
| 2000-02-01 | 43.7219058799767 |
| 2000-03-01 | 43.5214124189681 |
| 2000-04-01 | 43.7171447957171 |
| 2000-05-01 | 44.3412834478325 |
| 2000-06-01 | 45.0321821442368 |
| 2000-07-01 | 45.7252023587847 |
| 2000-08-01 | 46.6368096284008 |
| 2000-09-01 | 47.0805961074991 |
| 2000-10-01 | 46.8710695994308 |
| 2000-11-01 | 46.9745795468712 |
| 2000-12-01 | 47.1232817624422 |
| 2001-01-01 | 47.6410724970479 |
| 2001-02-01 | 47.4926507846043 |
| 2001-03-01 | 47.2162677451229 |
| 2001-04-01 | 46.8537637254322 |
| 2001-05-01 | 46.1993596812086 |
| 2001-06-01 | 45.6636824629502 |
| 2001-07-01 | 44.6040134002936 |
| 2001-08-01 | 44.2954820132032 |
| 2001-09-01 | 43.7614093663721 |
| 2001-10-01 | 43.5162456808875 |
| 2001-11-01 | 43.1870440508816 |
| 2001-12-01 | 42.9688816745473 |
| 2002-01-01 | 42.4414640917686 |
| 2002-02-01 | 42.1855864993703 |
| 2002-03-01 | 42.1993368045709 |
| 2002-04-01 | 42.0915366313949 |
| 2002-05-01 | 41.7270465844404 |
| 2002-06-01 | 41.8999429249774 |
| 2002-07-01 | 41.8414075972057 |
| 2002-08-01 | 41.9612748988928 |
| 2002-09-01 | 42.1312763460896 |
| 2002-10-01 | 42.5617911914244 |
| 2002-11-01 | 42.6107011542955 |
| 2002-12-01 | 42.8553429152331 |
| 2003-01-01 | 42.5802825319339 |
| 2003-02-01 | 42.2890551089958 |
| 2003-03-01 | 42.4986509714754 |
| 2003-04-01 | 42.2176666349630 |
| 2003-05-01 | 42.3171348802090 |
| 2003-06-01 | 41.9264766380628 |
| 2003-07-01 | 42.4319121979211 |
| 2003-08-01 | 42.4905859057700 |
| 2003-09-01 | 42.4755156620741 |
| 2003-10-01 | 42.5196155380654 |
| 2003-11-01 | 42.6862532622045 |
| 2003-12-01 | 43.1994094995291 |
| 2004-01-01 | 42.2677011639105 |
| 2004-02-01 | 41.3856134648019 |
| 2004-03-01 | 41.4955241792728 |
| 2004-04-01 | 41.7357737989619 |
| 2004-05-01 | 41.5669999420802 |
| 2004-06-01 | 41.1373441063212 |
| 2004-07-01 | 41.5831052421949 |
| 2004-08-01 | 41.4069041600985 |
| 2004-09-01 | 41.0889116779208 |
| 2004-10-01 | 41.1010062351212 |
| 2004-11-01 | 41.0929230270138 |
| 2004-12-01 | 40.9720644241031 |
| 2005-01-01 | 41.1859479553763 |
| 2005-02-01 | 41.4841880861505 |
| 2005-03-01 | 41.8188446427547 |
| 2005-04-01 | 41.2250705635684 |
| 2005-05-01 | 41.5123297504561 |
| 2005-06-01 | 41.3484089141599 |
| 2005-07-01 | 41.3138258599804 |
| 2005-08-01 | 41.2838346354204 |
| 2005-09-01 | 41.7851576261106 |
| 2005-10-01 | 41.6846261814972 |
| 2005-11-01 | 41.8232287702538 |
| 2005-12-01 | 42.0601736829942 |
| 2006-01-01 | 42.3272101619712 |
| 2006-02-01 | 42.6924280585226 |
| 2006-03-01 | 42.9310992381870 |
| 2006-04-01 | 43.3046717194446 |
| 2006-05-01 | 43.4683460905063 |
| 2006-06-01 | 43.4546403889422 |
| 2006-07-01 | 43.3468318399040 |
| 2006-08-01 | 43.5617053315324 |
| 2006-09-01 | 43.5657931337128 |
| 2006-10-01 | 43.5596274122578 |
| 2006-11-01 | 43.5460715039037 |
| 2006-12-01 | 43.6160536059926 |
| 2007-01-01 | 44.2922563641420 |
| 2007-02-01 | 44.6422752579596 |
| 2007-03-01 | 45.0485258180868 |
| 2007-04-01 | 44.7559599887378 |
| 2007-05-01 | 45.0482399594205 |
| 2007-06-01 | 45.5664390197616 |
| 2007-07-01 | 46.1902142665491 |
| 2007-08-01 | 46.3305458512234 |
| 2007-09-01 | 46.3449842631892 |
| 2007-10-01 | 46.8221683620721 |
| 2007-11-01 | 47.1592897697853 |
| 2007-12-01 | 47.3223009632782 |
| 2008-01-01 | 47.4587397716106 |
| 2008-02-01 | 47.3110714836356 |
| 2008-03-01 | 47.4605898415785 |
| 2008-04-01 | 47.5381901071254 |
| 2008-05-01 | 47.4709524382724 |
| 2008-06-01 | 47.2923676595288 |
| 2008-07-01 | 47.2263791789445 |
| 2008-08-01 | 47.0734425893823 |
| 2008-09-01 | 47.1187129922855 |
| 2008-10-01 | 47.2907283169300 |
| 2008-11-01 | 46.7406472566895 |
| 2008-12-01 | 46.1898071210501 |
| 2009-01-01 | 45.4214142097709 |
| 2009-02-01 | 45.2046405871569 |
| 2009-03-01 | 44.8069126026069 |
| 2009-04-01 | 44.6291949732653 |
| 2009-05-01 | 44.1948316153978 |
| 2009-06-01 | 43.8230417657646 |
| 2009-07-01 | 43.2697455699787 |
| 2009-08-01 | 42.8011416593953 |
| 2009-09-01 | 42.4918928906113 |
| 2009-10-01 | 42.1704608625736 |
| 2009-11-01 | 41.8088955641750 |
| 2009-12-01 | 41.5394672527978 |
| 2010-01-01 | 41.7786332592030 |
| 2010-02-01 | 42.0779228509017 |
| 2010-03-01 | 42.4561500984889 |
| 2010-04-01 | 42.6524382626378 |
| 2010-05-01 | 42.8234674858490 |
| 2010-06-01 | 43.2517944814386 |
| 2010-07-01 | 43.0249182921397 |
| 2010-08-01 | 43.0172436717243 |
| 2010-09-01 | 43.2578720348760 |
| 2010-10-01 | 43.4713342028540 |
| 2010-11-01 | 43.6740102848972 |
| 2010-12-01 | 44.1968561827298 |
| 2011-01-01 | 44.4287077226410 |
| 2011-02-01 | 44.5299519635493 |
| 2011-03-01 | 44.6054559411229 |
| 2011-04-01 | 44.0815872394487 |
| 2011-05-01 | 44.3306124191778 |
| 2011-06-01 | 44.5678026459335 |
| 2011-07-01 | 45.1007850775482 |
| 2011-08-01 | 45.5399755427185 |
| 2011-09-01 | 45.8382005360894 |
| 2011-10-01 | 45.4836775988388 |
| 2011-11-01 | 45.5536472603630 |
| 2011-12-01 | 45.5739981395608 |
| 2012-01-01 | 45.0382249377957 |
| 2012-02-01 | 45.3462090588494 |
| 2012-03-01 | 45.3632894976415 |
| 2012-04-01 | 45.8068892492658 |
| 2012-05-01 | 46.2521710987729 |
| 2012-06-01 | 46.3897711407511 |
| 2012-07-01 | 46.3610444561962 |
| 2012-08-01 | 46.4601432426228 |
| 2012-09-01 | 46.5422197538695 |
| 2012-10-01 | 46.6866094321032 |
| 2012-11-01 | 46.8347235192930 |
| 2012-12-01 | 46.9893717652291 |
| 2013-01-01 | 46.6256816427432 |
| 2013-02-01 | 47.0463424648777 |
| 2013-03-01 | 47.2481350818188 |
| 2013-04-01 | 47.2140253131818 |
| 2013-05-01 | 47.2547061697689 |
| 2013-06-01 | 47.4114534821656 |
| 2013-07-01 | 47.5032840961033 |
| 2013-08-01 | 47.7964357570229 |
| 2013-09-01 | 47.9520362342034 |
| 2013-10-01 | 48.0836341781148 |
| 2013-11-01 | 48.4257750940181 |
| 2013-12-01 | 48.5476368768785 |
| 2014-01-01 | 48.4942260927240 |
| 2014-02-01 | 48.7359900596856 |
| 2014-03-01 | 48.9353779007984 |
| 2014-04-01 | 48.5025943734589 |
| 2014-05-01 | 48.7654851734229 |
| 2014-06-01 | 48.9385764006851 |
| 2014-07-01 | 48.5191915449397 |
| 2014-08-01 | 48.6390087005263 |
| 2014-09-01 | 48.7663004523722 |
| 2014-10-01 | 48.8784686652352 |
| 2014-11-01 | 49.0102428832996 |
| 2014-12-01 | 49.2263121884243 |
| 2015-01-01 | 49.6877977100172 |
| 2015-02-01 | 49.9183203188547 |
| 2015-03-01 | 50.2073991435610 |
| 2015-04-01 | 50.8911230176043 |
| 2015-05-01 | 51.1599957581775 |
| 2015-06-01 | 51.4761286772429 |
| 2015-07-01 | 51.7100959117495 |
| 2015-08-01 | 51.9042876005720 |
| 2015-09-01 | 52.2055024718344 |
| 2015-10-01 | 52.6672221650980 |
| 2015-11-01 | 52.6873704707136 |
| 2015-12-01 | 52.7906385541195 |
| 2016-01-01 | 53.3890919066726 |
| 2016-02-01 | 53.4970505557004 |
| 2016-03-01 | 53.3513351387398 |
| 2016-04-01 | 53.6827581002461 |
| 2016-05-01 | 53.7653730568044 |
| 2016-06-01 | 54.0352315041958 |
| 2016-07-01 | 54.6997503398259 |
| 2016-08-01 | 54.8947886556856 |
| 2016-09-01 | 55.0672989318103 |
| 2016-10-01 | 54.9336323354717 |
| 2016-11-01 | 55.1399492990354 |
| 2016-12-01 | 55.3161103471311 |
| 2017-01-01 | 55.9137564065893 |
| 2017-02-01 | 56.0661783827292 |
| 2017-03-01 | 56.3884151885582 |
| 2017-04-01 | 56.4861302533977 |
| 2017-05-01 | 56.6610850132191 |
| 2017-06-01 | 57.0029014123874 |
| 2017-07-01 | 57.1108032646498 |
| 2017-08-01 | 57.3021656144763 |
| 2017-09-01 | 57.4600805017914 |
| 2017-10-01 | 57.2830879878011 |
| 2017-11-01 | 57.5816207950522 |
| 2017-12-01 | 57.6012865198145 |
| 2018-01-01 | 57.5495851889078 |
| 2018-02-01 | 57.9421303594241 |
| 2018-03-01 | 57.8824792337753 |
| 2018-04-01 | 59.1907957779551 |
| 2018-05-01 | 59.5732618557931 |
| 2018-06-01 | 59.8593120832012 |
| 2018-07-01 | 60.4591110082657 |
| 2018-08-01 | 60.6255285021788 |
| 2018-09-01 | 60.8747503291873 |
| 2018-10-01 | 61.4254842308013 |
| 2018-11-01 | 61.8217364518540 |
| 2018-12-01 | 62.0469020532797 |
| 2019-01-01 | 62.1948923486958 |
| 2019-02-01 | 62.4096478690338 |
| 2019-03-01 | 62.5645860134219 |
| 2019-04-01 | 62.4879460366581 |
| 2019-05-01 | 62.5937770908552 |
| 2019-06-01 | 62.5916156226016 |
| 2019-07-01 | 62.7444161651202 |
| 2019-08-01 | 62.8604711922213 |
| 2019-09-01 | 63.2962095090706 |
| 2019-10-01 | 63.5690360779418 |
| 2019-11-01 | 63.7897943863207 |
| 2019-12-01 | 63.8772452364477 |
| 2020-01-01 | 64.0962233605593 |
| 2020-02-01 | 64.1747036320579 |
| 2020-03-01 | 63.9440336988037 |
| 2020-04-01 | 61.8962785393593 |
| 2020-05-01 | 61.9320899569153 |
| 2020-06-01 | 61.7919172904778 |
| 2020-07-01 | 60.2701390568553 |
| 2020-08-01 | 60.2981054496649 |
| 2020-09-01 | 60.0740755617804 |
| 2020-10-01 | 60.5294958718489 |
| 2020-11-01 | 60.2859911981403 |
| 2020-12-01 | 60.3235804698166 |
| 2021-01-01 | 60.1491334838229 |
| 2021-02-01 | 60.3060789569368 |
| 2021-03-01 | 60.7370461859675 |
| 2021-04-01 | 60.9360107514655 |
| 2021-05-01 | 61.0046927565550 |
| 2021-06-01 | 60.7930512455111 |
| 2021-07-01 | 61.5967334180216 |
| 2021-08-01 | 61.6092541816951 |
| 2021-09-01 | 61.4115846675851 |
| 2021-10-01 | 61.6885489205999 |
| 2021-11-01 | 61.6831236251939 |
| 2021-12-01 | 61.8039315300494 |
| 2022-01-01 | 61.6778475090680 |
| 2022-02-01 | 61.8508688458460 |
| 2022-03-01 | 61.9377164162754 |
| 2022-04-01 | 62.2957619049261 |
| 2022-05-01 | 61.9985233485072 |
| 2022-06-01 | 61.9976867843179 |
| 2022-07-01 | 61.6159313001161 |
| 2022-08-01 | 61.3905042663967 |
| 2022-09-01 | 61.2978869902681 |
| 2022-10-01 | 61.0611071214242 |
| 2022-11-01 | 60.8594816879462 |
| 2022-12-01 | 60.9158791563093 |
| 2023-01-01 | 60.7312575146899 |
| 2023-02-01 | 60.1998179192073 |
| 2023-03-01 | 59.9346133489178 |
| 2023-04-01 | 59.6701492425893 |
| 2023-05-01 | 59.7905487695068 |
| 2023-06-01 | 59.6160634846440 |
| 2023-07-01 | 58.9200209049415 |
| 2023-08-01 | 58.8645855551103 |
| 2023-09-01 | 58.7642018638950 |
| 2023-10-01 | 58.1175717499473 |
| 2023-11-01 | 58.0195163531855 |
| 2023-12-01 | 57.9444738264712 |
| 2024-01-01 | 58.7976812560142 |
| 2024-02-01 | 57.9822221344409 |
| 2024-03-01 | 57.3369014277641 |
| 2024-04-01 | 56.3458137335166 |
| 2024-05-01 | 55.9519113225414 |
| 2024-06-01 | 55.2420963398638 |
| 2024-07-01 | 55.9252664642651 |
| 2024-08-01 | 55.6361014945405 |
| 2024-09-01 | 55.4079683984949 |
| 2024-10-01 | 55.6866402829219 |
| 2024-11-01 | 55.3753803532550 |
| 2024-12-01 | 54.8835046814342 |
| 2025-01-01 | 54.7880218799365 |
| 2025-02-01 | 54.5628106716822 |
| 2025-03-01 | 54.4240618377717 |
| 2025-04-01 | 55.0148217493602 |
| 2025-05-01 | 54.8987363723478 |
| 2025-06-01 | 54.3798531914926 |
| 2025-07-01 | 55.1164633869984 |
| 2025-08-01 | 55.1122311217588 |
| 2025-09-01 | 54.9733248869458 |
| 2025-10-01 | 54.7409663517574 |
| 2025-11-01 | 54.6349512847625 |
| 2025-12-01 | 55.5146787519538 |
| 2026-01-01 | 53.9951525431012 |
| 2026-02-01 | 53.9747747121768 |
| 2026-03-01 | 54.1248868049399 |
| 2026-04-01 | 53.3379071507496 |
| 2026-05-01 | 53.3181555889194 |
| 2026-06-01 | 53.5109232269335 |
| 2026-07-01 | 52.5021184887220 |