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 2026-04-01 |
| Last Updated | 2026-05-26 2:30 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 | 14.44379576076740 |
| 1990-02-01 | 14.29214338448080 |
| 1990-03-01 | 14.13108913450420 |
| 1990-04-01 | 13.99714221581820 |
| 1990-05-01 | 13.92657431484170 |
| 1990-06-01 | 13.92369818970420 |
| 1990-07-01 | 13.99035596040410 |
| 1990-08-01 | 13.39627906554290 |
| 1990-09-01 | 12.83099165421310 |
| 1990-10-01 | 13.64127615082470 |
| 1990-11-01 | 13.38095777059590 |
| 1990-12-01 | 13.23496554534800 |
| 1991-01-01 | 13.25981060827180 |
| 1991-02-01 | 13.10229350750330 |
| 1991-03-01 | 12.83373965343190 |
| 1991-04-01 | 13.38860378058010 |
| 1991-05-01 | 13.11608715946220 |
| 1991-06-01 | 12.41467998760010 |
| 1991-07-01 | 11.29617005720120 |
| 1991-08-01 | 11.18626284360840 |
| 1991-09-01 | 10.81757706061530 |
| 1991-10-01 | 11.05661631609170 |
| 1991-11-01 | 10.98725069326640 |
| 1991-12-01 | 10.83413951355970 |
| 1992-01-01 | 10.68223071396060 |
| 1992-02-01 | 10.42813311241930 |
| 1992-03-01 | 10.52607743935700 |
| 1992-04-01 | 10.37178667002920 |
| 1992-05-01 | 10.39642416862540 |
| 1992-06-01 | 10.29709964196380 |
| 1992-07-01 | 10.40485250069770 |
| 1992-08-01 | 10.27627020403700 |
| 1992-09-01 | 10.30200720313190 |
| 1992-10-01 | 10.68072223149160 |
| 1992-11-01 | 10.59298876098050 |
| 1992-12-01 | 10.42679651347280 |
| 1993-01-01 | 10.61395686719810 |
| 1993-02-01 | 10.76836550018420 |
| 1993-03-01 | 10.71011082152040 |
| 1993-04-01 | 10.75421377795860 |
| 1993-05-01 | 10.76994489728630 |
| 1993-06-01 | 10.78360583182810 |
| 1993-07-01 | 10.69972889623090 |
| 1993-08-01 | 10.76613232640650 |
| 1993-09-01 | 10.69791896168970 |
| 1993-10-01 | 10.40228304972150 |
| 1993-11-01 | 10.29422212983210 |
| 1993-12-01 | 10.32894004096070 |
| 1994-01-01 | 10.04673367788450 |
| 1994-02-01 | 10.20667388154050 |
| 1994-03-01 | 10.19751377019520 |
| 1994-04-01 | 10.33188182107900 |
| 1994-05-01 | 10.33798304727000 |
| 1994-06-01 | 10.36707683369220 |
| 1994-07-01 | 10.29768688905900 |
| 1994-08-01 | 10.35693914997680 |
| 1994-09-01 | 10.40063912015730 |
| 1994-10-01 | 10.32085923763570 |
| 1994-11-01 | 10.39542309800440 |
| 1994-12-01 | 10.43270862035660 |
| 1995-01-01 | 10.58038305162340 |
| 1995-02-01 | 10.43597828644940 |
| 1995-03-01 | 10.58514011347440 |
| 1995-04-01 | 10.41264032923540 |
| 1995-05-01 | 10.30351556291460 |
| 1995-06-01 | 10.55612296625890 |
| 1995-07-01 | 10.08860675901510 |
| 1995-08-01 | 10.15262271986060 |
| 1995-09-01 | 10.42177509595010 |
| 1995-10-01 | 10.22565191901650 |
| 1995-11-01 | 10.19654646995840 |
| 1995-12-01 | 10.24633734602560 |
| 1996-01-01 | 9.90850321071837 |
| 1996-02-01 | 10.14757358345840 |
| 1996-03-01 | 10.17591951564460 |
| 1996-04-01 | 9.59145459937031 |
| 1996-05-01 | 9.67119423686454 |
| 1996-06-01 | 9.73483152524791 |
| 1996-07-01 | 9.99185440079929 |
| 1996-08-01 | 10.06264223234500 |
| 1996-09-01 | 10.04822867636730 |
| 1996-10-01 | 9.62287231161187 |
| 1996-11-01 | 9.69625619963514 |
| 1996-12-01 | 9.65322068116307 |
| 1997-01-01 | 10.64094077411850 |
| 1997-02-01 | 10.64396053880450 |
| 1997-03-01 | 10.66072295804460 |
| 1997-04-01 | 10.88485353620700 |
| 1997-05-01 | 10.94341714388050 |
| 1997-06-01 | 10.91265110243580 |
| 1997-07-01 | 10.89597873103020 |
| 1997-08-01 | 10.88064487210540 |
| 1997-09-01 | 10.87715217245420 |
| 1997-10-01 | 10.01515430092260 |
| 1997-11-01 | 10.09623029647690 |
| 1997-12-01 | 10.05428716633130 |
| 1998-01-01 | 10.66486306757280 |
| 1998-02-01 | 10.72736843826260 |
| 1998-03-01 | 10.75164341490950 |
| 1998-04-01 | 10.48752166285030 |
| 1998-05-01 | 10.72394785015610 |
| 1998-06-01 | 10.69246859023330 |
| 1998-07-01 | 10.81303338916730 |
| 1998-08-01 | 10.89684516747070 |
| 1998-09-01 | 10.88437717748680 |
| 1998-10-01 | 11.01902286911810 |
| 1998-11-01 | 10.99496146164140 |
| 1998-12-01 | 11.24607562229830 |
| 1999-01-01 | 11.06807195647340 |
| 1999-02-01 | 11.20302879677120 |
| 1999-03-01 | 11.14691375619880 |
| 1999-04-01 | 11.41272018878670 |
| 1999-05-01 | 11.52506268603970 |
| 1999-06-01 | 11.48095315368800 |
| 1999-07-01 | 11.23429429205510 |
| 1999-08-01 | 11.10751559743780 |
| 1999-09-01 | 11.18284670315600 |
| 1999-10-01 | 11.11997675743370 |
| 1999-11-01 | 11.08716933498200 |
| 1999-12-01 | 11.02914041583110 |
| 2000-01-01 | 10.84440828858900 |
| 2000-02-01 | 10.97889255318950 |
| 2000-03-01 | 11.04721063996130 |
| 2000-04-01 | 10.95219582496280 |
| 2000-05-01 | 10.94959841086990 |
| 2000-06-01 | 10.98164915328950 |
| 2000-07-01 | 10.84892827717960 |
| 2000-08-01 | 10.81407023688120 |
| 2000-09-01 | 10.87935909535940 |
| 2000-10-01 | 10.91359668569700 |
| 2000-11-01 | 10.87382024415820 |
| 2000-12-01 | 11.00993910414120 |
| 2001-01-01 | 11.00553012670750 |
| 2001-02-01 | 11.05225634735530 |
| 2001-03-01 | 11.15244365444710 |
| 2001-04-01 | 11.10211939840070 |
| 2001-05-01 | 11.09064894722830 |
| 2001-06-01 | 10.89408373906680 |
| 2001-07-01 | 10.95124385579860 |
| 2001-08-01 | 10.91196467215100 |
| 2001-09-01 | 10.78440396588080 |
| 2001-10-01 | 10.39575722562170 |
| 2001-11-01 | 10.35670327524840 |
| 2001-12-01 | 10.19743051614880 |
| 2002-01-01 | 10.26381937592730 |
| 2002-02-01 | 10.23601742648750 |
| 2002-03-01 | 10.26488194970310 |
| 2002-04-01 | 11.13565372272260 |
| 2002-05-01 | 11.52808556058030 |
| 2002-06-01 | 12.20875106817640 |
| 2002-07-01 | 12.44430509340900 |
| 2002-08-01 | 13.00505517838220 |
| 2002-09-01 | 13.38691644697800 |
| 2002-10-01 | 14.18496111740440 |
| 2002-11-01 | 14.74471817729650 |
| 2002-12-01 | 15.29845257334430 |
| 2003-01-01 | 15.53343950679290 |
| 2003-02-01 | 15.53167530829080 |
| 2003-03-01 | 15.57481099639610 |
| 2003-04-01 | 15.44945053744310 |
| 2003-05-01 | 15.45028662237820 |
| 2003-06-01 | 15.40848318582320 |
| 2003-07-01 | 15.43805432837540 |
| 2003-08-01 | 15.30486797553130 |
| 2003-09-01 | 15.08936910066240 |
| 2003-10-01 | 15.17687101632010 |
| 2003-11-01 | 14.94159700042490 |
| 2003-12-01 | 15.10803725193210 |
| 2004-01-01 | 15.12892552762750 |
| 2004-02-01 | 15.24269147416070 |
| 2004-03-01 | 15.17375168448880 |
| 2004-04-01 | 15.23616589372070 |
| 2004-05-01 | 15.25076979525770 |
| 2004-06-01 | 15.28838154699870 |
| 2004-07-01 | 15.43559159630710 |
| 2004-08-01 | 15.51179218009470 |
| 2004-09-01 | 15.48745094790700 |
| 2004-10-01 | 15.57628631927860 |
| 2004-11-01 | 15.66044088480000 |
| 2004-12-01 | 15.62769621159340 |
| 2005-01-01 | 15.74211939675690 |
| 2005-02-01 | 15.75594365364940 |
| 2005-03-01 | 15.86664404547520 |
| 2005-04-01 | 16.00208576908220 |
| 2005-05-01 | 16.03080248456170 |
| 2005-06-01 | 16.16284699940050 |
| 2005-07-01 | 16.13980698981520 |
| 2005-08-01 | 16.12072370772020 |
| 2005-09-01 | 16.18463059810760 |
| 2005-10-01 | 16.08501310112680 |
| 2005-11-01 | 16.08591509083510 |
| 2005-12-01 | 16.04987288714180 |
| 2006-01-01 | 15.76271621792860 |
| 2006-02-01 | 15.66784755405330 |
| 2006-03-01 | 15.75286011897700 |
| 2006-04-01 | 15.46115134093930 |
| 2006-05-01 | 15.30310371130830 |
| 2006-06-01 | 15.24348867583640 |
| 2006-07-01 | 14.84516946312890 |
| 2006-08-01 | 14.63111641020070 |
| 2006-09-01 | 14.57835030398480 |
| 2006-10-01 | 14.40150212069140 |
| 2006-11-01 | 14.31342162945710 |
| 2006-12-01 | 14.16394160195590 |
| 2007-01-01 | 13.97741617624260 |
| 2007-02-01 | 13.97018224095880 |
| 2007-03-01 | 14.04403537680660 |
| 2007-04-01 | 14.02689249227840 |
| 2007-05-01 | 14.08196691379150 |
| 2007-06-01 | 14.13697031946690 |
| 2007-07-01 | 14.04888103376670 |
| 2007-08-01 | 14.14061275404170 |
| 2007-09-01 | 14.18102255688120 |
| 2007-10-01 | 14.21604530665260 |
| 2007-11-01 | 14.12015230519400 |
| 2007-12-01 | 14.17103813610250 |
| 2008-01-01 | 14.28598771588120 |
| 2008-02-01 | 14.36501741864310 |
| 2008-03-01 | 14.33595075546050 |
| 2008-04-01 | 14.50634975417280 |
| 2008-05-01 | 14.47612747496820 |
| 2008-06-01 | 14.43794463312390 |
| 2008-07-01 | 14.55158359128620 |
| 2008-08-01 | 14.64806195148430 |
| 2008-09-01 | 14.59266196279040 |
| 2008-10-01 | 14.61760984031490 |
| 2008-11-01 | 14.61967009007910 |
| 2008-12-01 | 14.66590193009930 |
| 2009-01-01 | 15.09081181622720 |
| 2009-02-01 | 14.95261976970030 |
| 2009-03-01 | 14.93841067216050 |
| 2009-04-01 | 14.19491207100500 |
| 2009-05-01 | 14.17681833908430 |
| 2009-06-01 | 14.15662099062510 |
| 2009-07-01 | 14.14870413253330 |
| 2009-08-01 | 14.04526399596890 |
| 2009-09-01 | 14.10912678056310 |
| 2009-10-01 | 14.11980780189040 |
| 2009-11-01 | 14.10432404373900 |
| 2009-12-01 | 14.15683995518370 |
| 2010-01-01 | 14.08950716826330 |
| 2010-02-01 | 14.04301916850260 |
| 2010-03-01 | 14.04190368004440 |
| 2010-04-01 | 13.99629479369980 |
| 2010-05-01 | 13.98143866641980 |
| 2010-06-01 | 14.07882833782010 |
| 2010-07-01 | 14.14784761755800 |
| 2010-08-01 | 14.14183038661230 |
| 2010-09-01 | 14.11540406960690 |
| 2010-10-01 | 14.12184855220130 |
| 2010-11-01 | 14.18469013171730 |
| 2010-12-01 | 14.03907341124240 |
| 2011-01-01 | 14.08874143499520 |
| 2011-02-01 | 14.03937016628710 |
| 2011-03-01 | 14.04812114126220 |
| 2011-04-01 | 14.10518284062290 |
| 2011-05-01 | 13.98819328969650 |
| 2011-06-01 | 14.00559888192080 |
| 2011-07-01 | 13.84453905466490 |
| 2011-08-01 | 13.83257102146670 |
| 2011-09-01 | 13.81822353728670 |
| 2011-10-01 | 13.81887999109800 |
| 2011-11-01 | 13.76191077135730 |
| 2011-12-01 | 13.73025464450890 |
| 2012-01-01 | 13.58701284083560 |
| 2012-02-01 | 13.63592477166670 |
| 2012-03-01 | 13.65008232118700 |
| 2012-04-01 | 13.72292351604570 |
| 2012-05-01 | 13.80024669022210 |
| 2012-06-01 | 13.72663177966820 |
| 2012-07-01 | 13.74559701546000 |
| 2012-08-01 | 13.72057178394000 |
| 2012-09-01 | 13.71372774412580 |
| 2012-10-01 | 13.70465962997960 |
| 2012-11-01 | 13.74067441577900 |
| 2012-12-01 | 13.82395696633630 |
| 2013-01-01 | 13.89454495554910 |
| 2013-02-01 | 13.83179665967010 |
| 2013-03-01 | 13.96034782958640 |
| 2013-04-01 | 13.74348364528630 |
| 2013-05-01 | 13.81741431861840 |
| 2013-06-01 | 13.74977017224510 |
| 2013-07-01 | 13.83259646407870 |
| 2013-08-01 | 13.89715835061760 |
| 2013-09-01 | 13.90497291000610 |
| 2013-10-01 | 13.77962439771240 |
| 2013-11-01 | 13.82921216775810 |
| 2013-12-01 | 13.83109406790570 |
| 2014-01-01 | 13.80444409103660 |
| 2014-02-01 | 14.02509858130910 |
| 2014-03-01 | 13.77810696174130 |
| 2014-04-01 | 13.87367052638460 |
| 2014-05-01 | 13.84097542728650 |
| 2014-06-01 | 14.05915033259170 |
| 2014-07-01 | 13.61506958952930 |
| 2014-08-01 | 13.66596077617290 |
| 2014-09-01 | 13.98014022858650 |
| 2014-10-01 | 14.24787828034590 |
| 2014-11-01 | 14.22342578327860 |
| 2014-12-01 | 14.34137298719320 |
| 2015-01-01 | 14.73118189478400 |
| 2015-02-01 | 14.72759640094620 |
| 2015-03-01 | 14.90832593574980 |
| 2015-04-01 | 14.90207184006390 |
| 2015-05-01 | 14.97162320669700 |
| 2015-06-01 | 15.04662059581280 |
| 2015-07-01 | 15.08934290550360 |
| 2015-08-01 | 15.12550809895590 |
| 2015-09-01 | 15.25244300937960 |
| 2015-10-01 | 15.40713583501080 |
| 2015-11-01 | 15.62878331730290 |
| 2015-12-01 | 15.76569136322360 |
| 2016-01-01 | 15.66402136745120 |
| 2016-02-01 | 15.73959724967130 |
| 2016-03-01 | 15.83478098048260 |
| 2016-04-01 | 15.92939176744160 |
| 2016-05-01 | 15.99156934361970 |
| 2016-06-01 | 16.01654475960810 |
| 2016-07-01 | 16.26730968507950 |
| 2016-08-01 | 16.29268881469850 |
| 2016-09-01 | 16.32799403880230 |
| 2016-10-01 | 16.37537834631990 |
| 2016-11-01 | 16.33387631537610 |
| 2016-12-01 | 16.38249646329450 |
| 2017-01-01 | 16.50087863596650 |
| 2017-02-01 | 16.55965790276130 |
| 2017-03-01 | 16.45920785867100 |
| 2017-04-01 | 16.54938954390560 |
| 2017-05-01 | 16.58982910248640 |
| 2017-06-01 | 16.68569326881240 |
| 2017-07-01 | 16.64664677125230 |
| 2017-08-01 | 16.77029885295160 |
| 2017-09-01 | 16.81894723094620 |
| 2017-10-01 | 16.75788539155390 |
| 2017-11-01 | 16.74535020233840 |
| 2017-12-01 | 16.79718280066540 |
| 2018-01-01 | 16.81721653923620 |
| 2018-02-01 | 16.97787519769390 |
| 2018-03-01 | 17.07256753869940 |
| 2018-04-01 | 17.26169281077780 |
| 2018-05-01 | 17.36608974257060 |
| 2018-06-01 | 17.76624613507320 |
| 2018-07-01 | 17.83667623418130 |
| 2018-08-01 | 18.06095398313220 |
| 2018-09-01 | 18.32221239004410 |
| 2018-10-01 | 18.37179421823660 |
| 2018-11-01 | 18.14894769735680 |
| 2018-12-01 | 18.20328385277880 |
| 2019-01-01 | 18.21227114640540 |
| 2019-02-01 | 18.28802925445840 |
| 2019-03-01 | 18.47780796855180 |
| 2019-04-01 | 18.46310433027600 |
| 2019-05-01 | 18.54331790109800 |
| 2019-06-01 | 18.95789590458110 |
| 2019-07-01 | 18.62507560997270 |
| 2019-08-01 | 18.45989681619370 |
| 2019-09-01 | 18.53805197891000 |
| 2019-10-01 | 18.89848660749880 |
| 2019-11-01 | 19.05308585663470 |
| 2019-12-01 | 19.21298644573770 |
| 2020-01-01 | 19.28857563764500 |
| 2020-02-01 | 19.39137742927580 |
| 2020-03-01 | 19.47466516027580 |
| 2020-04-01 | 18.15818069552310 |
| 2020-05-01 | 18.41558224465330 |
| 2020-06-01 | 18.76405209739660 |
| 2020-07-01 | 18.31436140468140 |
| 2020-08-01 | 18.46570993764910 |
| 2020-09-01 | 18.55484163778760 |
| 2020-10-01 | 18.73855242400360 |
| 2020-11-01 | 18.85164305363290 |
| 2020-12-01 | 18.92067916623640 |
| 2021-01-01 | 18.95563629076880 |
| 2021-02-01 | 18.98615339854960 |
| 2021-03-01 | 19.07509775360950 |
| 2021-04-01 | 19.25217816109650 |
| 2021-05-01 | 19.20203365569770 |
| 2021-06-01 | 19.17497123764100 |
| 2021-07-01 | 19.30267789992650 |
| 2021-08-01 | 19.46317954398010 |
| 2021-09-01 | 19.26206617680900 |
| 2021-10-01 | 19.66867754842000 |
| 2021-11-01 | 20.05234352450410 |
| 2021-12-01 | 20.43608819918830 |
| 2022-01-01 | 20.52572390173740 |
| 2022-02-01 | 20.68532664200840 |
| 2022-03-01 | 20.78448904982380 |
| 2022-04-01 | 20.84262788484320 |
| 2022-05-01 | 20.89419745560160 |
| 2022-06-01 | 21.09000767024100 |
| 2022-07-01 | 21.29190610804890 |
| 2022-08-01 | 21.25161826230850 |
| 2022-09-01 | 21.25462624010310 |
| 2022-10-01 | 21.18737756750360 |
| 2022-11-01 | 21.15157160800450 |
| 2022-12-01 | 21.15362228441140 |
| 2023-01-01 | 21.20769884862350 |
| 2023-02-01 | 21.29058176379980 |
| 2023-03-01 | 21.39502169610170 |
| 2023-04-01 | 21.63847147564910 |
| 2023-05-01 | 21.90579012796690 |
| 2023-06-01 | 21.99266055792310 |
| 2023-07-01 | 22.08082006363090 |
| 2023-08-01 | 22.23645429582640 |
| 2023-09-01 | 22.33900052368590 |
| 2023-10-01 | 22.38176558207010 |
| 2023-11-01 | 22.45231659512090 |
| 2023-12-01 | 22.56872156659690 |
| 2024-01-01 | 22.81004550574480 |
| 2024-02-01 | 22.60827395035240 |
| 2024-03-01 | 22.60331577034310 |
| 2024-04-01 | 22.13631087820490 |
| 2024-05-01 | 22.00846816225580 |
| 2024-06-01 | 21.99444804030550 |
| 2024-07-01 | 21.77339022934080 |
| 2024-08-01 | 21.72760406425930 |
| 2024-09-01 | 21.62535678372160 |
| 2024-10-01 | 21.56762395277240 |
| 2024-11-01 | 21.55166673843570 |
| 2024-12-01 | 21.47511831914930 |
| 2025-01-01 | 21.51900235191110 |
| 2025-02-01 | 21.52337441985580 |
| 2025-03-01 | 21.40623820911550 |
| 2025-04-01 | 21.73895611990530 |
| 2025-05-01 | 21.81298749941790 |
| 2025-06-01 | 21.78933446162760 |
| 2025-07-01 | 21.97527592464410 |
| 2025-08-01 | 21.92460964872250 |
| 2025-09-01 | 21.91782163674760 |
| 2025-10-01 | 22.14917031470310 |
| 2025-11-01 | 22.04753907922130 |
| 2025-12-01 | 21.67478952070240 |
| 2026-01-01 | 21.33074411310340 |
| 2026-02-01 | 21.43771779231100 |
| 2026-03-01 | 21.40714270348890 |
| 2026-04-01 | 21.33918699542710 |