Table Data - All Employees: Professional and Business Services: Scientific Research and Development Services in Los Angeles-Long Beach-Glendale, CA (MD)
| Title | All Employees: Professional and Business Services: Scientific Research and Development Services in Los Angeles-Long Beach-Glendale, CA (MD) |
|---|---|
| Series ID | SMU06310846054170001SA |
| 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 2026-06-01 |
| Last Updated | 2026-07-22 10:38 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 | 14.44394170842550 |
| 1990-02-01 | 14.29238683725860 |
| 1990-03-01 | 14.13135198392380 |
| 1990-04-01 | 13.99712795819110 |
| 1990-05-01 | 13.92660588421070 |
| 1990-06-01 | 13.92318198554230 |
| 1990-07-01 | 13.99009693909410 |
| 1990-08-01 | 13.39635327955340 |
| 1990-09-01 | 12.83122799253940 |
| 1990-10-01 | 13.64120941534820 |
| 1990-11-01 | 13.38082681599520 |
| 1990-12-01 | 13.23499280317350 |
| 1991-01-01 | 13.25992645819250 |
| 1991-02-01 | 13.10251249683450 |
| 1991-03-01 | 12.83397645280020 |
| 1991-04-01 | 13.38859337844560 |
| 1991-05-01 | 13.11611196545780 |
| 1991-06-01 | 12.41421918659360 |
| 1991-07-01 | 11.29594108706580 |
| 1991-08-01 | 11.18633416924110 |
| 1991-09-01 | 10.81779653820650 |
| 1991-10-01 | 11.05657026656600 |
| 1991-11-01 | 10.98714464793930 |
| 1991-12-01 | 10.83416679019440 |
| 1992-01-01 | 10.68227933877750 |
| 1992-02-01 | 10.42831132881060 |
| 1992-03-01 | 10.52626221627340 |
| 1992-04-01 | 10.37177609260970 |
| 1992-05-01 | 10.39645803244410 |
| 1992-06-01 | 10.29672766131950 |
| 1992-07-01 | 10.40468689318520 |
| 1992-08-01 | 10.27633021680010 |
| 1992-09-01 | 10.30219504334570 |
| 1992-10-01 | 10.68072803619680 |
| 1992-11-01 | 10.59291868700630 |
| 1992-12-01 | 10.42681858502660 |
| 1993-01-01 | 10.61391489334280 |
| 1993-02-01 | 10.76847764894100 |
| 1993-03-01 | 10.71018689598640 |
| 1993-04-01 | 10.75421746851460 |
| 1993-05-01 | 10.76997516681240 |
| 1993-06-01 | 10.78338388272680 |
| 1993-07-01 | 10.69961240838940 |
| 1993-08-01 | 10.76621371017570 |
| 1993-09-01 | 10.69811449965150 |
| 1993-10-01 | 10.40230076808080 |
| 1993-11-01 | 10.29420055451570 |
| 1993-12-01 | 10.32897888865500 |
| 1994-01-01 | 10.04656589791680 |
| 1994-02-01 | 10.20668315732670 |
| 1994-03-01 | 10.19748444236890 |
| 1994-04-01 | 10.33189020408130 |
| 1994-05-01 | 10.33801846921700 |
| 1994-06-01 | 10.36699299848400 |
| 1994-07-01 | 10.29762408132690 |
| 1994-08-01 | 10.35706342819630 |
| 1994-09-01 | 10.40087685117450 |
| 1994-10-01 | 10.32086529527900 |
| 1994-11-01 | 10.39544081366030 |
| 1994-12-01 | 10.43278610156930 |
| 1995-01-01 | 10.58009004939810 |
| 1995-02-01 | 10.43587319690830 |
| 1995-03-01 | 10.58501318438010 |
| 1995-04-01 | 10.41265424734640 |
| 1995-05-01 | 10.30354432843030 |
| 1995-06-01 | 10.55615801057460 |
| 1995-07-01 | 10.08857988466200 |
| 1995-08-01 | 10.15281183347860 |
| 1995-09-01 | 10.42207612974520 |
| 1995-10-01 | 10.22560952418500 |
| 1995-11-01 | 10.19657400630860 |
| 1995-12-01 | 10.24649108137100 |
| 1996-01-01 | 9.90810447000500 |
| 1996-02-01 | 10.14736797550590 |
| 1996-03-01 | 10.17575727026320 |
| 1996-04-01 | 9.59145241504328 |
| 1996-05-01 | 9.67122893549403 |
| 1996-06-01 | 9.73490118866148 |
| 1996-07-01 | 9.99186291797290 |
| 1996-08-01 | 10.06289316253390 |
| 1996-09-01 | 10.04855517859080 |
| 1996-10-01 | 9.62280775879740 |
| 1996-11-01 | 9.69627296109927 |
| 1996-12-01 | 9.65343880857236 |
| 1997-01-01 | 10.64047927823280 |
| 1997-02-01 | 10.64370885927550 |
| 1997-03-01 | 10.66055247378170 |
| 1997-04-01 | 10.88484289560580 |
| 1997-05-01 | 10.94344486888930 |
| 1997-06-01 | 10.91273401642200 |
| 1997-07-01 | 10.89600994739800 |
| 1997-08-01 | 10.88092248477780 |
| 1997-09-01 | 10.87745571978760 |
| 1997-10-01 | 10.01507420888370 |
| 1997-11-01 | 10.09623246455510 |
| 1997-12-01 | 10.05455237109720 |
| 1998-01-01 | 10.66439427298280 |
| 1998-02-01 | 10.72711467482260 |
| 1998-03-01 | 10.75150923049380 |
| 1998-04-01 | 10.48749814401810 |
| 1998-05-01 | 10.72395768106200 |
| 1998-06-01 | 10.69255012291000 |
| 1998-07-01 | 10.81308193068550 |
| 1998-08-01 | 10.89710723218940 |
| 1998-09-01 | 10.88460448995010 |
| 1998-10-01 | 11.01895808548840 |
| 1998-11-01 | 10.99495916998740 |
| 1998-12-01 | 11.24631907870890 |
| 1999-01-01 | 11.06765467403210 |
| 1999-02-01 | 11.20282258386380 |
| 1999-03-01 | 11.14682491910250 |
| 1999-04-01 | 11.41269825028960 |
| 1999-05-01 | 11.52506141986910 |
| 1999-06-01 | 11.48102663319770 |
| 1999-07-01 | 11.23435155158430 |
| 1999-08-01 | 11.10771819861340 |
| 1999-09-01 | 11.18297768916150 |
| 1999-10-01 | 11.11994143133780 |
| 1999-11-01 | 11.08715461933240 |
| 1999-12-01 | 11.02933269211000 |
| 2000-01-01 | 10.84408967059040 |
| 2000-02-01 | 10.97875273441930 |
| 2000-03-01 | 11.04716530763640 |
| 2000-04-01 | 10.95217936946330 |
| 2000-05-01 | 10.94959236138110 |
| 2000-06-01 | 10.98171021882710 |
| 2000-07-01 | 10.84897330992910 |
| 2000-08-01 | 10.81421268335350 |
| 2000-09-01 | 10.87940461889820 |
| 2000-10-01 | 10.91359678680470 |
| 2000-11-01 | 10.87380670023780 |
| 2000-12-01 | 11.01004132021570 |
| 2001-01-01 | 11.00531591788360 |
| 2001-02-01 | 11.05218704517100 |
| 2001-03-01 | 11.15241995333500 |
| 2001-04-01 | 11.10212052837880 |
| 2001-05-01 | 11.09065101593530 |
| 2001-06-01 | 10.89413215976650 |
| 2001-07-01 | 10.95126781506120 |
| 2001-08-01 | 10.91204595552140 |
| 2001-09-01 | 10.78441359216760 |
| 2001-10-01 | 10.39576559267820 |
| 2001-11-01 | 10.35669100665750 |
| 2001-12-01 | 10.19746782290190 |
| 2002-01-01 | 10.26369622890800 |
| 2002-02-01 | 10.23598425573830 |
| 2002-03-01 | 10.26487390853500 |
| 2002-04-01 | 11.13566338383240 |
| 2002-05-01 | 11.52809328064260 |
| 2002-06-01 | 12.20878864355610 |
| 2002-07-01 | 12.44431714513290 |
| 2002-08-01 | 13.00509241192670 |
| 2002-09-01 | 13.38691832988040 |
| 2002-10-01 | 14.18496850767160 |
| 2002-11-01 | 14.74471232469720 |
| 2002-12-01 | 15.29844536520470 |
| 2003-01-01 | 15.53337878179550 |
| 2003-02-01 | 15.53165722611100 |
| 2003-03-01 | 15.57480496430700 |
| 2003-04-01 | 15.44946734990560 |
| 2003-05-01 | 15.45029996168170 |
| 2003-06-01 | 15.40851042667800 |
| 2003-07-01 | 15.43806399564620 |
| 2003-08-01 | 15.30487329957850 |
| 2003-09-01 | 15.08937248224050 |
| 2003-10-01 | 15.17687494750980 |
| 2003-11-01 | 14.94158787425810 |
| 2003-12-01 | 15.10802530881940 |
| 2004-01-01 | 15.12890662818470 |
| 2004-02-01 | 15.24267315684700 |
| 2004-03-01 | 15.17374400170140 |
| 2004-04-01 | 15.23618136727100 |
| 2004-05-01 | 15.25078141193420 |
| 2004-06-01 | 15.28839858330420 |
| 2004-07-01 | 15.43559702961510 |
| 2004-08-01 | 15.51179466689600 |
| 2004-09-01 | 15.48745190299300 |
| 2004-10-01 | 15.57628733072790 |
| 2004-11-01 | 15.66043522931790 |
| 2004-12-01 | 15.62768991272590 |
| 2005-01-01 | 15.74210837230240 |
| 2005-02-01 | 15.75593048895140 |
| 2005-03-01 | 15.86663531196520 |
| 2005-04-01 | 16.00209971638870 |
| 2005-05-01 | 16.03081108072280 |
| 2005-06-01 | 16.16285627605160 |
| 2005-07-01 | 16.13981141944850 |
| 2005-08-01 | 16.12072574246600 |
| 2005-09-01 | 16.18463146898380 |
| 2005-10-01 | 16.08501233173710 |
| 2005-11-01 | 16.08591289305370 |
| 2005-12-01 | 16.04986950166890 |
| 2006-01-01 | 15.76270939275490 |
| 2006-02-01 | 15.66783642423390 |
| 2006-03-01 | 15.75284720459960 |
| 2006-04-01 | 15.46116597819690 |
| 2006-05-01 | 15.30311038921570 |
| 2006-06-01 | 15.24349577793430 |
| 2006-07-01 | 14.84517363217480 |
| 2006-08-01 | 14.63111903450890 |
| 2006-09-01 | 14.57835162916900 |
| 2006-10-01 | 14.40150166426180 |
| 2006-11-01 | 14.31342037705590 |
| 2006-12-01 | 14.16393814430140 |
| 2007-01-01 | 13.97741002124290 |
| 2007-02-01 | 13.97016911418330 |
| 2007-03-01 | 14.04401802719820 |
| 2007-04-01 | 14.02691248512680 |
| 2007-05-01 | 14.08197450754440 |
| 2007-06-01 | 14.13697758720210 |
| 2007-07-01 | 14.04888545350550 |
| 2007-08-01 | 14.14061569829350 |
| 2007-09-01 | 14.18102375599090 |
| 2007-10-01 | 14.21604425855170 |
| 2007-11-01 | 14.12015050367330 |
| 2007-12-01 | 14.17103371887080 |
| 2008-01-01 | 14.28598035464620 |
| 2008-02-01 | 14.36500325212560 |
| 2008-03-01 | 14.33593133083690 |
| 2008-04-01 | 14.50637446753190 |
| 2008-05-01 | 14.47613652332930 |
| 2008-06-01 | 14.43795222817410 |
| 2008-07-01 | 14.55158840936890 |
| 2008-08-01 | 14.64806486181560 |
| 2008-09-01 | 14.59266249567850 |
| 2008-10-01 | 14.61760790777600 |
| 2008-11-01 | 14.61966705632890 |
| 2008-12-01 | 14.66589675725730 |
| 2009-01-01 | 15.09080336405600 |
| 2009-02-01 | 14.95260627242640 |
| 2009-03-01 | 14.93839312694840 |
| 2009-04-01 | 14.19493812577110 |
| 2009-05-01 | 14.17682731377020 |
| 2009-06-01 | 14.15662841535800 |
| 2009-07-01 | 14.14870899568970 |
| 2009-08-01 | 14.04526636463780 |
| 2009-09-01 | 14.10912639320400 |
| 2009-10-01 | 14.11980513495650 |
| 2009-11-01 | 14.10431977053250 |
| 2009-12-01 | 14.15683506134970 |
| 2010-01-01 | 14.08949930442710 |
| 2010-02-01 | 14.04300830054520 |
| 2010-03-01 | 14.04188871326890 |
| 2010-04-01 | 13.99631929165500 |
| 2010-05-01 | 13.98144716533430 |
| 2010-06-01 | 14.07883471759120 |
| 2010-07-01 | 14.14785173285730 |
| 2010-08-01 | 14.14183163135900 |
| 2010-09-01 | 14.11540224694500 |
| 2010-10-01 | 14.12184492415050 |
| 2010-11-01 | 14.18468538104980 |
| 2010-12-01 | 14.03906992612080 |
| 2011-01-01 | 14.08873594419090 |
| 2011-02-01 | 14.03936374278750 |
| 2011-03-01 | 14.04811098492520 |
| 2011-04-01 | 14.10520171377430 |
| 2011-05-01 | 13.98820113803940 |
| 2011-06-01 | 14.00560071943130 |
| 2011-07-01 | 13.84454361528560 |
| 2011-08-01 | 13.83257188342830 |
| 2011-09-01 | 13.81822294863460 |
| 2011-10-01 | 13.81886821036650 |
| 2011-11-01 | 13.76190856367550 |
| 2011-12-01 | 13.73025423084890 |
| 2012-01-01 | 13.58701209619170 |
| 2012-02-01 | 13.63592256268940 |
| 2012-03-01 | 13.65007685050210 |
| 2012-04-01 | 13.72293635316400 |
| 2012-05-01 | 13.80025335192560 |
| 2012-06-01 | 13.72662857540730 |
| 2012-07-01 | 13.74560167420940 |
| 2012-08-01 | 13.72057219421990 |
| 2012-09-01 | 13.71372773137450 |
| 2012-10-01 | 13.70463801123890 |
| 2012-11-01 | 13.74067339670490 |
| 2012-12-01 | 13.82396496155820 |
| 2013-01-01 | 13.89454735678360 |
| 2013-02-01 | 13.83179868448880 |
| 2013-03-01 | 13.96034876309860 |
| 2013-04-01 | 13.74349225644440 |
| 2013-05-01 | 13.81741913055890 |
| 2013-06-01 | 13.74976111865360 |
| 2013-07-01 | 13.83259975002090 |
| 2013-08-01 | 13.89715559253480 |
| 2013-09-01 | 13.90497048263970 |
| 2013-10-01 | 13.77959233526340 |
| 2013-11-01 | 13.82921698223370 |
| 2013-12-01 | 13.83111970432270 |
| 2014-01-01 | 13.80445769544760 |
| 2014-02-01 | 14.02510715651180 |
| 2014-03-01 | 13.77810534854730 |
| 2014-04-01 | 13.87365564540660 |
| 2014-05-01 | 13.84095391182640 |
| 2014-06-01 | 14.05913143061560 |
| 2014-07-01 | 13.61508381834620 |
| 2014-08-01 | 13.66597777874170 |
| 2014-09-01 | 13.98015112080430 |
| 2014-10-01 | 14.24784913705150 |
| 2014-11-01 | 14.22343357689280 |
| 2014-12-01 | 14.34142490935510 |
| 2015-01-01 | 14.73122813991470 |
| 2015-02-01 | 14.72761632367080 |
| 2015-03-01 | 14.90829316564800 |
| 2015-04-01 | 14.90197334327350 |
| 2015-05-01 | 14.97152773328600 |
| 2015-06-01 | 15.04648543507020 |
| 2015-07-01 | 15.08944610611830 |
| 2015-08-01 | 15.12566570547830 |
| 2015-09-01 | 15.25252107771050 |
| 2015-10-01 | 15.40706969729030 |
| 2015-11-01 | 15.62882968844500 |
| 2015-12-01 | 15.76580108937760 |
| 2016-01-01 | 15.66416540129030 |
| 2016-02-01 | 15.73962447007540 |
| 2016-03-01 | 15.83462141262210 |
| 2016-04-01 | 15.92912986959850 |
| 2016-05-01 | 15.99131782441780 |
| 2016-06-01 | 16.01591559414280 |
| 2016-07-01 | 16.26730948382120 |
| 2016-08-01 | 16.29407736503410 |
| 2016-09-01 | 16.32788229799770 |
| 2016-10-01 | 16.37519246233980 |
| 2016-11-01 | 16.33399342997140 |
| 2016-12-01 | 16.38275707375360 |
| 2017-01-01 | 16.50107468889130 |
| 2017-02-01 | 16.55962694270030 |
| 2017-03-01 | 16.45896353879670 |
| 2017-04-01 | 16.54920129296620 |
| 2017-05-01 | 16.58842794126420 |
| 2017-06-01 | 16.68440746293240 |
| 2017-07-01 | 16.64737494046140 |
| 2017-08-01 | 16.77288687469310 |
| 2017-09-01 | 16.81864443405860 |
| 2017-10-01 | 16.75769959474140 |
| 2017-11-01 | 16.74563254386390 |
| 2017-12-01 | 16.79751311335090 |
| 2018-01-01 | 16.81741482819980 |
| 2018-02-01 | 16.97788088364460 |
| 2018-03-01 | 17.07247287584350 |
| 2018-04-01 | 17.26067464609680 |
| 2018-05-01 | 17.36371101858230 |
| 2018-06-01 | 17.76451962793940 |
| 2018-07-01 | 17.83813947349880 |
| 2018-08-01 | 18.06466347498270 |
| 2018-09-01 | 18.32152558871510 |
| 2018-10-01 | 18.37254179037030 |
| 2018-11-01 | 18.14916466917370 |
| 2018-12-01 | 18.20343194001680 |
| 2019-01-01 | 18.21230094482490 |
| 2019-02-01 | 18.28794345407350 |
| 2019-03-01 | 18.47780173595700 |
| 2019-04-01 | 18.46129153441580 |
| 2019-05-01 | 18.54011726593120 |
| 2019-06-01 | 18.95619158202140 |
| 2019-07-01 | 18.62752792600070 |
| 2019-08-01 | 18.46368836120840 |
| 2019-09-01 | 18.53731309392820 |
| 2019-10-01 | 18.90034670240530 |
| 2019-11-01 | 19.05326008199760 |
| 2019-12-01 | 19.21280626663340 |
| 2020-01-01 | 19.28828382448190 |
| 2020-02-01 | 19.39101968273410 |
| 2020-03-01 | 19.47454155539180 |
| 2020-04-01 | 18.15531946970520 |
| 2020-05-01 | 18.41312304963080 |
| 2020-06-01 | 18.76270190030820 |
| 2020-07-01 | 18.31691593793180 |
| 2020-08-01 | 18.46945688768770 |
| 2020-09-01 | 18.55402383248120 |
| 2020-10-01 | 18.74156074576510 |
| 2020-11-01 | 18.85158285029940 |
| 2020-12-01 | 18.92007975290640 |
| 2021-01-01 | 18.95477134850830 |
| 2021-02-01 | 18.98574818747380 |
| 2021-03-01 | 19.07292218480240 |
| 2021-04-01 | 19.24938847398610 |
| 2021-05-01 | 19.20327435840020 |
| 2021-06-01 | 19.17372716416670 |
| 2021-07-01 | 19.30504346530640 |
| 2021-08-01 | 19.46562248781990 |
| 2021-09-01 | 19.26148606819430 |
| 2021-10-01 | 19.67179204492570 |
| 2021-11-01 | 20.05193688616690 |
| 2021-12-01 | 20.43495262592250 |
| 2022-01-01 | 20.52410970905180 |
| 2022-02-01 | 20.68496560485280 |
| 2022-03-01 | 20.77986545830860 |
| 2022-04-01 | 20.84079841049920 |
| 2022-05-01 | 20.90132972676930 |
| 2022-06-01 | 21.08885614474310 |
| 2022-07-01 | 21.29365498883300 |
| 2022-08-01 | 21.25267078503170 |
| 2022-09-01 | 21.25372194033710 |
| 2022-10-01 | 21.19012238229270 |
| 2022-11-01 | 21.15008288581540 |
| 2022-12-01 | 21.15079798501450 |
| 2023-01-01 | 21.20508741684370 |
| 2023-02-01 | 21.29007497744810 |
| 2023-03-01 | 21.38766089489230 |
| 2023-04-01 | 21.63858185586530 |
| 2023-05-01 | 21.92487250570750 |
| 2023-06-01 | 21.98884270840500 |
| 2023-07-01 | 22.08171048407070 |
| 2023-08-01 | 22.23608635802520 |
| 2023-09-01 | 22.33747172065550 |
| 2023-10-01 | 22.38220012670040 |
| 2023-11-01 | 22.44909387066610 |
| 2023-12-01 | 22.56352402141010 |
| 2024-01-01 | 22.80603366708070 |
| 2024-02-01 | 22.60723279683590 |
| 2024-03-01 | 22.59519075173300 |
| 2024-04-01 | 22.13895823820320 |
| 2024-05-01 | 22.04067558195270 |
| 2024-06-01 | 21.98835524689090 |
| 2024-07-01 | 21.77313733038090 |
| 2024-08-01 | 21.72647597542630 |
| 2024-09-01 | 21.62233317432680 |
| 2024-10-01 | 21.56518699692950 |
| 2024-11-01 | 21.54624599963960 |
| 2024-12-01 | 21.46706820874230 |
| 2025-01-01 | 21.51347093654340 |
| 2025-02-01 | 21.52187302478410 |
| 2025-03-01 | 21.39734179025370 |
| 2025-04-01 | 21.74370854878400 |
| 2025-05-01 | 21.86057120059100 |
| 2025-06-01 | 21.78013201792890 |
| 2025-07-01 | 21.97393496905780 |
| 2025-08-01 | 21.92243900046180 |
| 2025-09-01 | 21.91326067517500 |
| 2025-10-01 | 22.14357353817980 |
| 2025-11-01 | 22.04018024964410 |
| 2025-12-01 | 21.66463031925100 |
| 2026-01-01 | 21.32390301061380 |
| 2026-02-01 | 21.43581042900150 |
| 2026-03-01 | 21.39914114217450 |
| 2026-04-01 | 21.34546786030970 |
| 2026-05-01 | 21.26731199604480 |
| 2026-06-01 | 21.38124005900180 |