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 2026-03-01 |
| Last Updated | 2026-05-07 11:41 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 | 14.44379158971010 |
| 1990-02-01 | 14.29214510558520 |
| 1990-03-01 | 14.13108873469600 |
| 1990-04-01 | 13.99713743531180 |
| 1990-05-01 | 13.92656980639960 |
| 1990-06-01 | 13.92368356895140 |
| 1990-07-01 | 13.99035143635770 |
| 1990-08-01 | 13.39630675157410 |
| 1990-09-01 | 12.83101991835280 |
| 1990-10-01 | 13.64126950143910 |
| 1990-11-01 | 13.38094670316300 |
| 1990-12-01 | 13.23495951357450 |
| 1991-01-01 | 13.25980451593760 |
| 1991-02-01 | 13.10229485625560 |
| 1991-03-01 | 12.83373936081860 |
| 1991-04-01 | 13.38859971062230 |
| 1991-05-01 | 13.11608330580170 |
| 1991-06-01 | 12.41466732593050 |
| 1991-07-01 | 11.29616664950290 |
| 1991-08-01 | 11.18628808423560 |
| 1991-09-01 | 10.81760289201480 |
| 1991-10-01 | 11.05661120509630 |
| 1991-11-01 | 10.98724122406940 |
| 1991-12-01 | 10.83413386024680 |
| 1992-01-01 | 10.68222086968750 |
| 1992-02-01 | 10.42813414918000 |
| 1992-03-01 | 10.52607551980700 |
| 1992-04-01 | 10.37178386727200 |
| 1992-05-01 | 10.39642222817690 |
| 1992-06-01 | 10.29709088325510 |
| 1992-07-01 | 10.40485312173480 |
| 1992-08-01 | 10.27628923060590 |
| 1992-09-01 | 10.30202847769560 |
| 1992-10-01 | 10.68072156235800 |
| 1992-11-01 | 10.59298206368620 |
| 1992-12-01 | 10.42679123414670 |
| 1993-01-01 | 10.61394192481170 |
| 1993-02-01 | 10.76836433144590 |
| 1993-03-01 | 10.71010255283660 |
| 1993-04-01 | 10.75421483712500 |
| 1993-05-01 | 10.76994642250720 |
| 1993-06-01 | 10.78360301151530 |
| 1993-07-01 | 10.69973169335550 |
| 1993-08-01 | 10.76614784638660 |
| 1993-09-01 | 10.69793854256050 |
| 1993-10-01 | 10.40228335524480 |
| 1993-11-01 | 10.29421896122200 |
| 1993-12-01 | 10.32893744829660 |
| 1994-01-01 | 10.04671143970700 |
| 1994-02-01 | 10.20666742705840 |
| 1994-03-01 | 10.19749826974230 |
| 1994-04-01 | 10.33188672958710 |
| 1994-05-01 | 10.33798846396670 |
| 1994-06-01 | 10.36708006478020 |
| 1994-07-01 | 10.29769231103590 |
| 1994-08-01 | 10.35695307203060 |
| 1994-09-01 | 10.40065892063070 |
| 1994-10-01 | 10.32085934802230 |
| 1994-11-01 | 10.39542258901010 |
| 1994-12-01 | 10.43270945275520 |
| 1995-01-01 | 10.58035392631740 |
| 1995-02-01 | 10.43596499317960 |
| 1995-03-01 | 10.58511787019870 |
| 1995-04-01 | 10.41264883877980 |
| 1995-05-01 | 10.30352382589140 |
| 1995-06-01 | 10.55613114153900 |
| 1995-07-01 | 10.08861271942390 |
| 1995-08-01 | 10.15263931831240 |
| 1995-09-01 | 10.42179748505820 |
| 1995-10-01 | 10.22564883369700 |
| 1995-11-01 | 10.19654676930020 |
| 1995-12-01 | 10.24634216498470 |
| 1996-01-01 | 9.90846976391696 |
| 1996-02-01 | 10.14755500356620 |
| 1996-03-01 | 10.17589344002700 |
| 1996-04-01 | 9.59146382497770 |
| 1996-05-01 | 9.67120392606170 |
| 1996-06-01 | 9.73484187622856 |
| 1996-07-01 | 9.99186150139187 |
| 1996-08-01 | 10.06266190363330 |
| 1996-09-01 | 10.04825116033390 |
| 1996-10-01 | 9.62286812216522 |
| 1996-11-01 | 9.69625573989366 |
| 1996-12-01 | 9.65322744179377 |
| 1997-01-01 | 10.64090664628160 |
| 1997-02-01 | 10.64394004631530 |
| 1997-03-01 | 10.66069601623340 |
| 1997-04-01 | 10.88486293990560 |
| 1997-05-01 | 10.94342678693670 |
| 1997-06-01 | 10.91266210362760 |
| 1997-07-01 | 10.89598565079250 |
| 1997-08-01 | 10.88066595234230 |
| 1997-09-01 | 10.87717237688460 |
| 1997-10-01 | 10.01514870196700 |
| 1997-11-01 | 10.09622906450720 |
| 1997-12-01 | 10.05429535716150 |
| 1998-01-01 | 10.66483108847750 |
| 1998-02-01 | 10.72734950812260 |
| 1998-03-01 | 10.75162077326710 |
| 1998-04-01 | 10.48752860350930 |
| 1998-05-01 | 10.72395607443590 |
| 1998-06-01 | 10.69247914246690 |
| 1998-07-01 | 10.81303993752300 |
| 1998-08-01 | 10.89686503294900 |
| 1998-09-01 | 10.88439150514530 |
| 1998-10-01 | 11.01901836486790 |
| 1998-11-01 | 10.99495981866190 |
| 1998-12-01 | 11.24608189988340 |
| 1999-01-01 | 11.06804484769220 |
| 1999-02-01 | 11.20301339456880 |
| 1999-03-01 | 11.14689811068040 |
| 1999-04-01 | 11.41272582046890 |
| 1999-05-01 | 11.52506918473400 |
| 1999-06-01 | 11.48096234356090 |
| 1999-07-01 | 11.23430014483510 |
| 1999-08-01 | 11.10753117259900 |
| 1999-09-01 | 11.18285454326120 |
| 1999-10-01 | 11.11997401822840 |
| 1999-11-01 | 11.08716701669230 |
| 1999-12-01 | 11.02914394338150 |
| 2000-01-01 | 10.84438780561630 |
| 2000-02-01 | 10.97888178821120 |
| 2000-03-01 | 11.04720097880290 |
| 2000-04-01 | 10.95220055700180 |
| 2000-05-01 | 10.94960383168660 |
| 2000-06-01 | 10.98165665389730 |
| 2000-07-01 | 10.84893275051760 |
| 2000-08-01 | 10.81408161256120 |
| 2000-09-01 | 10.87936140586410 |
| 2000-10-01 | 10.91359610811720 |
| 2000-11-01 | 10.87381784461900 |
| 2000-12-01 | 11.00993897548190 |
| 2001-01-01 | 11.00551568716000 |
| 2001-02-01 | 11.05224845836430 |
| 2001-03-01 | 11.15243773138020 |
| 2001-04-01 | 11.10212550985120 |
| 2001-05-01 | 11.09065411603960 |
| 2001-06-01 | 10.89408963651810 |
| 2001-07-01 | 10.95124682320470 |
| 2001-08-01 | 10.91197169831510 |
| 2001-09-01 | 10.78440450112160 |
| 2001-10-01 | 10.39575668204490 |
| 2001-11-01 | 10.35670106849090 |
| 2001-12-01 | 10.19742922456000 |
| 2002-01-01 | 10.26380925981250 |
| 2002-02-01 | 10.23601056579250 |
| 2002-03-01 | 10.26487846335530 |
| 2002-04-01 | 11.13565984844550 |
| 2002-05-01 | 11.52809026468820 |
| 2002-06-01 | 12.20875593236950 |
| 2002-07-01 | 12.44430746568090 |
| 2002-08-01 | 13.00505895756540 |
| 2002-09-01 | 13.38691675190540 |
| 2002-10-01 | 14.18496079035450 |
| 2002-11-01 | 14.74471664608880 |
| 2002-12-01 | 15.29845088330250 |
| 2003-01-01 | 15.53343306782750 |
| 2003-02-01 | 15.53166802827270 |
| 2003-03-01 | 15.57480694046100 |
| 2003-04-01 | 15.44945728045190 |
| 2003-05-01 | 15.45029090461200 |
| 2003-06-01 | 15.40848736746700 |
| 2003-07-01 | 15.43805668851510 |
| 2003-08-01 | 15.30486929499080 |
| 2003-09-01 | 15.08936982717090 |
| 2003-10-01 | 15.17687111056350 |
| 2003-11-01 | 14.94159591527300 |
| 2003-12-01 | 15.10803586487710 |
| 2004-01-01 | 15.12892245920400 |
| 2004-02-01 | 15.24268404306430 |
| 2004-03-01 | 15.17374523395480 |
| 2004-04-01 | 15.23617212138770 |
| 2004-05-01 | 15.25077390287240 |
| 2004-06-01 | 15.28838556848290 |
| 2004-07-01 | 15.43559371252040 |
| 2004-08-01 | 15.51179354151000 |
| 2004-09-01 | 15.48745195727640 |
| 2004-10-01 | 15.57628666333920 |
| 2004-11-01 | 15.66044066346740 |
| 2004-12-01 | 15.62769501121970 |
| 2005-01-01 | 15.74211684567340 |
| 2005-02-01 | 15.75593551368810 |
| 2005-03-01 | 15.86663436191120 |
| 2005-04-01 | 16.00209426145050 |
| 2005-05-01 | 16.03080626161080 |
| 2005-06-01 | 16.16285142468510 |
| 2005-07-01 | 16.13980963566350 |
| 2005-08-01 | 16.12072565963010 |
| 2005-09-01 | 16.18463212381420 |
| 2005-10-01 | 16.08501351274220 |
| 2005-11-01 | 16.08591513908790 |
| 2005-12-01 | 16.04987083581570 |
| 2006-01-01 | 15.76271279680080 |
| 2006-02-01 | 15.66783733702720 |
| 2006-03-01 | 15.75284533289570 |
| 2006-04-01 | 15.46116556815520 |
| 2006-05-01 | 15.30310895104370 |
| 2006-06-01 | 15.24349419723850 |
| 2006-07-01 | 14.84517308128440 |
| 2006-08-01 | 14.63111913506520 |
| 2006-09-01 | 14.57835201578820 |
| 2006-10-01 | 14.40150201694930 |
| 2006-11-01 | 14.31342113762650 |
| 2006-12-01 | 14.16393800375800 |
| 2007-01-01 | 13.97741073372030 |
| 2007-02-01 | 13.97016914423870 |
| 2007-03-01 | 14.04401580817400 |
| 2007-04-01 | 14.02691429212090 |
| 2007-05-01 | 14.08197461051320 |
| 2007-06-01 | 14.13697736518960 |
| 2007-07-01 | 14.04888565758360 |
| 2007-08-01 | 14.14061599397790 |
| 2007-09-01 | 14.18102401677270 |
| 2007-10-01 | 14.21604429539380 |
| 2007-11-01 | 14.12014997462440 |
| 2007-12-01 | 14.17103294103110 |
| 2008-01-01 | 14.28598024171220 |
| 2008-02-01 | 14.36500233938360 |
| 2008-03-01 | 14.33592896111010 |
| 2008-04-01 | 14.50637786710140 |
| 2008-05-01 | 14.47613737330380 |
| 2008-06-01 | 14.43795261361860 |
| 2008-07-01 | 14.55158885831390 |
| 2008-08-01 | 14.64806515363680 |
| 2008-09-01 | 14.59266254922500 |
| 2008-10-01 | 14.61760764485910 |
| 2008-11-01 | 14.61966612625150 |
| 2008-12-01 | 14.66589574757040 |
| 2009-01-01 | 15.09080289714710 |
| 2009-02-01 | 14.95260502660840 |
| 2009-03-01 | 14.93839097927880 |
| 2009-04-01 | 14.19494225797370 |
| 2009-05-01 | 14.17682817032760 |
| 2009-06-01 | 14.15662883000210 |
| 2009-07-01 | 14.14870933140380 |
| 2009-08-01 | 14.04526662991980 |
| 2009-09-01 | 14.10912654184990 |
| 2009-10-01 | 14.11980506438900 |
| 2009-11-01 | 14.10431892465560 |
| 2009-12-01 | 14.15683410960930 |
| 2010-01-01 | 14.08949853234370 |
| 2010-02-01 | 14.04300652518160 |
| 2010-03-01 | 14.04188709875960 |
| 2010-04-01 | 13.99632328574800 |
| 2010-05-01 | 13.98144770225250 |
| 2010-06-01 | 14.07883485256370 |
| 2010-07-01 | 14.14785181572930 |
| 2010-08-01 | 14.14183208494240 |
| 2010-09-01 | 14.11540304262730 |
| 2010-10-01 | 14.12184568080650 |
| 2010-11-01 | 14.18468513675200 |
| 2010-12-01 | 14.03906878238110 |
| 2011-01-01 | 14.08873443058350 |
| 2011-02-01 | 14.03936155211070 |
| 2011-03-01 | 14.04811014689220 |
| 2011-04-01 | 14.10520393429230 |
| 2011-05-01 | 13.98820000204440 |
| 2011-06-01 | 14.00560389271520 |
| 2011-07-01 | 13.84454177330360 |
| 2011-08-01 | 13.83257179425780 |
| 2011-09-01 | 13.81822227407700 |
| 2011-10-01 | 13.81887835295410 |
| 2011-11-01 | 13.76190624627910 |
| 2011-12-01 | 13.73025149000050 |
| 2012-01-01 | 13.58700813559790 |
| 2012-02-01 | 13.63591999534260 |
| 2012-03-01 | 13.65007645088840 |
| 2012-04-01 | 13.72293666090820 |
| 2012-05-01 | 13.80025055852430 |
| 2012-06-01 | 13.72663502369620 |
| 2012-07-01 | 13.74559842004460 |
| 2012-08-01 | 13.72057195707240 |
| 2012-09-01 | 13.71372656408320 |
| 2012-10-01 | 13.70465952354070 |
| 2012-11-01 | 13.74067175223940 |
| 2012-12-01 | 13.82395366393400 |
| 2013-01-01 | 13.89454244452500 |
| 2013-02-01 | 13.83179523097780 |
| 2013-03-01 | 13.96034655721800 |
| 2013-04-01 | 13.74348944329540 |
| 2013-05-01 | 13.81741510031460 |
| 2013-06-01 | 13.74977160794700 |
| 2013-07-01 | 13.83259672031760 |
| 2013-08-01 | 13.89715850138120 |
| 2013-09-01 | 13.90497280890980 |
| 2013-10-01 | 13.77962662988450 |
| 2013-11-01 | 13.82921152539410 |
| 2013-12-01 | 13.83109024941960 |
| 2014-01-01 | 13.80444291096300 |
| 2014-02-01 | 14.02509825774980 |
| 2014-03-01 | 13.77810612623720 |
| 2014-04-01 | 13.87367310394830 |
| 2014-05-01 | 13.84097488839450 |
| 2014-06-01 | 14.05914979242440 |
| 2014-07-01 | 13.61506852484780 |
| 2014-08-01 | 13.66596130237840 |
| 2014-09-01 | 13.98014220052530 |
| 2014-10-01 | 14.24788340447320 |
| 2014-11-01 | 14.22342811992900 |
| 2014-12-01 | 14.34136786922510 |
| 2015-01-01 | 14.73118018582380 |
| 2015-02-01 | 14.72759548231900 |
| 2015-03-01 | 14.90832512840480 |
| 2015-04-01 | 14.90207090737510 |
| 2015-05-01 | 14.97162119636930 |
| 2015-06-01 | 15.04662102168250 |
| 2015-07-01 | 15.08933904116020 |
| 2015-08-01 | 15.12550482222030 |
| 2015-09-01 | 15.25244697616740 |
| 2015-10-01 | 15.40715963179640 |
| 2015-11-01 | 15.62878316011440 |
| 2015-12-01 | 15.76568406387500 |
| 2016-01-01 | 15.66401738521830 |
| 2016-02-01 | 15.73959355596800 |
| 2016-03-01 | 15.83477683338700 |
| 2016-04-01 | 15.92938649329740 |
| 2016-05-01 | 15.99156387887080 |
| 2016-06-01 | 16.01654964009480 |
| 2016-07-01 | 16.26730774177840 |
| 2016-08-01 | 16.29266883503800 |
| 2016-09-01 | 16.32800972403340 |
| 2016-10-01 | 16.37542585422520 |
| 2016-11-01 | 16.33387671835500 |
| 2016-12-01 | 16.38248978114300 |
| 2017-01-01 | 16.50087179083770 |
| 2017-02-01 | 16.55964476107600 |
| 2017-03-01 | 16.45918631598800 |
| 2017-04-01 | 16.54940275521520 |
| 2017-05-01 | 16.58978730036570 |
| 2017-06-01 | 16.68571718912830 |
| 2017-07-01 | 16.64664538755090 |
| 2017-08-01 | 16.77026746313270 |
| 2017-09-01 | 16.81897684860710 |
| 2017-10-01 | 16.75796102739900 |
| 2017-11-01 | 16.74535488688170 |
| 2017-12-01 | 16.79717738201540 |
| 2018-01-01 | 16.81720567315710 |
| 2018-02-01 | 16.97785636872720 |
| 2018-03-01 | 17.07253864887690 |
| 2018-04-01 | 17.26168210983910 |
| 2018-05-01 | 17.36602220434380 |
| 2018-06-01 | 17.76629250034210 |
| 2018-07-01 | 17.83667458784020 |
| 2018-08-01 | 18.06090504776840 |
| 2018-09-01 | 18.32226101743020 |
| 2018-10-01 | 18.37191614847690 |
| 2018-11-01 | 18.14895217195410 |
| 2018-12-01 | 18.20328595399220 |
| 2019-01-01 | 18.21226343202110 |
| 2019-02-01 | 18.28800581446700 |
| 2019-03-01 | 18.47776341811400 |
| 2019-04-01 | 18.46305809034080 |
| 2019-05-01 | 18.54321458147040 |
| 2019-06-01 | 18.95795677285830 |
| 2019-07-01 | 18.62507092166330 |
| 2019-08-01 | 18.45985003540450 |
| 2019-09-01 | 18.53811539036680 |
| 2019-10-01 | 18.89865495498610 |
| 2019-11-01 | 19.05309322265150 |
| 2019-12-01 | 19.21300351352500 |
| 2020-01-01 | 19.28858238829380 |
| 2020-02-01 | 19.39135794921740 |
| 2020-03-01 | 19.47460680868580 |
| 2020-04-01 | 18.15805473309980 |
| 2020-05-01 | 18.41545716624970 |
| 2020-06-01 | 18.76410543998120 |
| 2020-07-01 | 18.31436879197520 |
| 2020-08-01 | 18.46568327626370 |
| 2020-09-01 | 18.55492994506850 |
| 2020-10-01 | 18.73875559448220 |
| 2020-11-01 | 18.85166147162290 |
| 2020-12-01 | 18.92070191560450 |
| 2021-01-01 | 18.95565027509110 |
| 2021-02-01 | 18.98614053160820 |
| 2021-03-01 | 19.07504925885220 |
| 2021-04-01 | 19.25188063138970 |
| 2021-05-01 | 19.20183293780150 |
| 2021-06-01 | 19.17511974483260 |
| 2021-07-01 | 19.30277213597610 |
| 2021-08-01 | 19.46323591756320 |
| 2021-09-01 | 19.26217475993760 |
| 2021-10-01 | 19.66885921732320 |
| 2021-11-01 | 20.05235539081980 |
| 2021-12-01 | 20.43609131789610 |
| 2022-01-01 | 20.52571797054610 |
| 2022-02-01 | 20.68527705186280 |
| 2022-03-01 | 20.78452488397330 |
| 2022-04-01 | 20.84205463579070 |
| 2022-05-01 | 20.89389147800920 |
| 2022-06-01 | 21.09015600976840 |
| 2022-07-01 | 21.29204797823690 |
| 2022-08-01 | 21.25184393566560 |
| 2022-09-01 | 21.25501525842080 |
| 2022-10-01 | 21.18770071938290 |
| 2022-11-01 | 21.15167284636500 |
| 2022-12-01 | 21.15362869365890 |
| 2023-01-01 | 21.20760413487930 |
| 2023-02-01 | 21.29022146608030 |
| 2023-03-01 | 21.39472051827750 |
| 2023-04-01 | 21.63777234733680 |
| 2023-05-01 | 21.90528560899980 |
| 2023-06-01 | 21.99261424372730 |
| 2023-07-01 | 22.08090300760260 |
| 2023-08-01 | 22.23700885491750 |
| 2023-09-01 | 22.34003164571930 |
| 2023-10-01 | 22.38270716775090 |
| 2023-11-01 | 22.45291801255290 |
| 2023-12-01 | 22.56861861076430 |
| 2024-01-01 | 22.80952834555840 |
| 2024-02-01 | 22.60761235238020 |
| 2024-03-01 | 22.60340640222390 |
| 2024-04-01 | 22.13396434320950 |
| 2024-05-01 | 22.00782365172260 |
| 2024-06-01 | 21.99413810376800 |
| 2024-07-01 | 21.77339366704100 |
| 2024-08-01 | 21.72857010842720 |
| 2024-09-01 | 21.62729236951740 |
| 2024-10-01 | 21.56943409712260 |
| 2024-11-01 | 21.55290970065800 |
| 2024-12-01 | 21.47488372458400 |
| 2025-01-01 | 21.51796196574730 |
| 2025-02-01 | 21.52237522991830 |
| 2025-03-01 | 21.40677075340950 |
| 2025-04-01 | 21.73470209798470 |
| 2025-05-01 | 21.81221972615850 |
| 2025-06-01 | 21.78884237072890 |
| 2025-07-01 | 21.97523000331250 |
| 2025-08-01 | 21.92597066647450 |
| 2025-09-01 | 21.92057254989090 |
| 2025-10-01 | 22.15187683053560 |
| 2025-11-01 | 22.04948590546400 |
| 2025-12-01 | 21.67441358918270 |
| 2026-01-01 | 21.32917511146280 |
| 2026-02-01 | 21.43660868159030 |
| 2026-03-01 | 21.40867090720650 |