Table Data - All Employees: Professional and Business Services: Scientific Research and Development Services in Baltimore-Columbia-Towson, MD (MSA)
| Title | All Employees: Professional and Business Services: Scientific Research and Development Services in Baltimore-Columbia-Towson, MD (MSA) |
|---|---|
| Series ID | SMU24125806054170001SA |
| 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 7:05 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 | 7.69094189952132 |
| 1990-02-01 | 7.73643777394958 |
| 1990-03-01 | 7.82262272616623 |
| 1990-04-01 | 7.97550881768895 |
| 1990-05-01 | 7.97529264078504 |
| 1990-06-01 | 7.96547460489105 |
| 1990-07-01 | 8.01281334093523 |
| 1990-08-01 | 7.99176198569975 |
| 1990-09-01 | 7.91350400880591 |
| 1990-10-01 | 7.92265270186977 |
| 1990-11-01 | 7.91736217292940 |
| 1990-12-01 | 7.86846295586974 |
| 1991-01-01 | 7.90055657665337 |
| 1991-02-01 | 7.94136125432133 |
| 1991-03-01 | 7.92491643317387 |
| 1991-04-01 | 7.87509221534131 |
| 1991-05-01 | 7.76562967333447 |
| 1991-06-01 | 7.76511055997035 |
| 1991-07-01 | 7.60655472783574 |
| 1991-08-01 | 7.59273712961957 |
| 1991-09-01 | 7.60530751986223 |
| 1991-10-01 | 7.62612887397528 |
| 1991-11-01 | 7.62353489293632 |
| 1991-12-01 | 7.66773084472949 |
| 1992-01-01 | 7.61832373186206 |
| 1992-02-01 | 7.54382561802046 |
| 1992-03-01 | 7.52707142374489 |
| 1992-04-01 | 7.37480653445280 |
| 1992-05-01 | 7.35008728932543 |
| 1992-06-01 | 7.36106667687607 |
| 1992-07-01 | 7.70132656656661 |
| 1992-08-01 | 7.59352242966078 |
| 1992-09-01 | 7.59025663837919 |
| 1992-10-01 | 7.63086194112289 |
| 1992-11-01 | 7.63125851815635 |
| 1992-12-01 | 7.56581530861022 |
| 1993-01-01 | 7.64269476807934 |
| 1993-02-01 | 7.65261111004475 |
| 1993-03-01 | 7.63302271794992 |
| 1993-04-01 | 7.66900077916844 |
| 1993-05-01 | 7.73265358034752 |
| 1993-06-01 | 7.76020204587206 |
| 1993-07-01 | 7.69170655037253 |
| 1993-08-01 | 7.68687572439729 |
| 1993-09-01 | 7.67546921037302 |
| 1993-10-01 | 7.63473742362075 |
| 1993-11-01 | 7.63768085360585 |
| 1993-12-01 | 7.67507934289086 |
| 1994-01-01 | 7.56571442438761 |
| 1994-02-01 | 7.56043907242020 |
| 1994-03-01 | 7.63952365173891 |
| 1994-04-01 | 7.66315255347210 |
| 1994-05-01 | 7.71729459193459 |
| 1994-06-01 | 7.65630097272415 |
| 1994-07-01 | 7.78392442345874 |
| 1994-08-01 | 7.67483695857301 |
| 1994-09-01 | 7.76509930946184 |
| 1994-10-01 | 7.73939796047401 |
| 1994-11-01 | 7.73779196135291 |
| 1994-12-01 | 7.68178102207205 |
| 1995-01-01 | 8.09081260171739 |
| 1995-02-01 | 8.07328239996859 |
| 1995-03-01 | 8.05055478600611 |
| 1995-04-01 | 8.05314510888024 |
| 1995-05-01 | 8.00255831767436 |
| 1995-06-01 | 7.95241016458619 |
| 1995-07-01 | 7.86670920554032 |
| 1995-08-01 | 7.86359052871733 |
| 1995-09-01 | 7.86385477785464 |
| 1995-10-01 | 7.84659670228125 |
| 1995-11-01 | 7.83642702742212 |
| 1995-12-01 | 7.80167277419727 |
| 1996-01-01 | 7.70511528610256 |
| 1996-02-01 | 7.67438919741923 |
| 1996-03-01 | 7.65835510672280 |
| 1996-04-01 | 7.74894692959434 |
| 1996-05-01 | 7.69102350280339 |
| 1996-06-01 | 7.73602652591619 |
| 1996-07-01 | 7.75433316193867 |
| 1996-08-01 | 7.86114250188000 |
| 1996-09-01 | 7.97145315358602 |
| 1996-10-01 | 7.85491840508005 |
| 1996-11-01 | 7.83231028500647 |
| 1996-12-01 | 7.82016807970792 |
| 1997-01-01 | 7.91206246102744 |
| 1997-02-01 | 7.87131360221495 |
| 1997-03-01 | 7.96538041182800 |
| 1997-04-01 | 7.84640838985666 |
| 1997-05-01 | 7.88533688125421 |
| 1997-06-01 | 7.91163141935583 |
| 1997-07-01 | 8.04159441204163 |
| 1997-08-01 | 8.16061343446067 |
| 1997-09-01 | 8.18635944549439 |
| 1997-10-01 | 8.26569249541319 |
| 1997-11-01 | 8.33139375117327 |
| 1997-12-01 | 8.34562008755178 |
| 1998-01-01 | 8.20590861995048 |
| 1998-02-01 | 8.16048446729570 |
| 1998-03-01 | 8.26665117458345 |
| 1998-04-01 | 8.55005449542302 |
| 1998-05-01 | 8.58365538762577 |
| 1998-06-01 | 8.58616196794752 |
| 1998-07-01 | 8.63526358493209 |
| 1998-08-01 | 8.55874325008104 |
| 1998-09-01 | 8.60151369121118 |
| 1998-10-01 | 8.57632185231570 |
| 1998-11-01 | 8.63384875962808 |
| 1998-12-01 | 8.65925261778671 |
| 1999-01-01 | 8.80124602213945 |
| 1999-02-01 | 8.84927340141715 |
| 1999-03-01 | 8.86916033440623 |
| 1999-04-01 | 8.25061165729005 |
| 1999-05-01 | 8.38850501207572 |
| 1999-06-01 | 8.36634940795936 |
| 1999-07-01 | 8.33055790797187 |
| 1999-08-01 | 8.25944383953751 |
| 1999-09-01 | 8.21006567009557 |
| 1999-10-01 | 8.48178119599558 |
| 1999-11-01 | 8.54019094744874 |
| 1999-12-01 | 8.46470786527520 |
| 2000-01-01 | 8.69228980705235 |
| 2000-02-01 | 8.73861985602725 |
| 2000-03-01 | 8.77136711091513 |
| 2000-04-01 | 8.75427467928696 |
| 2000-05-01 | 8.69836365530267 |
| 2000-06-01 | 8.85795447649632 |
| 2000-07-01 | 8.73708395074284 |
| 2000-08-01 | 8.76037571400942 |
| 2000-09-01 | 8.70855502280572 |
| 2000-10-01 | 9.27529103271303 |
| 2000-11-01 | 9.34503802195335 |
| 2000-12-01 | 9.35610847041334 |
| 2001-01-01 | 9.38506126363257 |
| 2001-02-01 | 9.43320672230355 |
| 2001-03-01 | 9.47501259723210 |
| 2001-04-01 | 9.55736451397937 |
| 2001-05-01 | 9.61513497783390 |
| 2001-06-01 | 9.66343460359400 |
| 2001-07-01 | 9.74863667812784 |
| 2001-08-01 | 9.85895309775116 |
| 2001-09-01 | 10.00209587997230 |
| 2001-10-01 | 9.75997257598473 |
| 2001-11-01 | 9.74605527839318 |
| 2001-12-01 | 9.64109968793988 |
| 2002-01-01 | 9.87585260833802 |
| 2002-02-01 | 9.93438589354808 |
| 2002-03-01 | 10.07752606726770 |
| 2002-04-01 | 9.86111137054189 |
| 2002-05-01 | 9.92811032861755 |
| 2002-06-01 | 9.98335124532755 |
| 2002-07-01 | 9.96519700800985 |
| 2002-08-01 | 9.95634932272757 |
| 2002-09-01 | 9.99104806696768 |
| 2002-10-01 | 10.04320070481010 |
| 2002-11-01 | 10.04315103504630 |
| 2002-12-01 | 10.02572887524300 |
| 2003-01-01 | 9.87158419709550 |
| 2003-02-01 | 9.93380625587926 |
| 2003-03-01 | 9.97781001251331 |
| 2003-04-01 | 10.16171033887400 |
| 2003-05-01 | 10.33774599947470 |
| 2003-06-01 | 10.50111252962140 |
| 2003-07-01 | 10.67928936355000 |
| 2003-08-01 | 10.86437215325600 |
| 2003-09-01 | 11.07905870047640 |
| 2003-10-01 | 11.23056326732370 |
| 2003-11-01 | 11.33719996570420 |
| 2003-12-01 | 11.52308233427630 |
| 2004-01-01 | 11.56476467050160 |
| 2004-02-01 | 11.63352949084010 |
| 2004-03-01 | 11.67540233310270 |
| 2004-04-01 | 11.65804047523530 |
| 2004-05-01 | 11.73842525345730 |
| 2004-06-01 | 11.71203747870550 |
| 2004-07-01 | 11.79171746531180 |
| 2004-08-01 | 11.77545082182250 |
| 2004-09-01 | 11.76744785473540 |
| 2004-10-01 | 11.82612236975880 |
| 2004-11-01 | 11.83570931454820 |
| 2004-12-01 | 11.93571845352640 |
| 2005-01-01 | 12.05879910026530 |
| 2005-02-01 | 12.02707691083110 |
| 2005-03-01 | 12.06757990633720 |
| 2005-04-01 | 12.15362664675830 |
| 2005-05-01 | 12.13734075166590 |
| 2005-06-01 | 12.11336380813730 |
| 2005-07-01 | 12.09535078357980 |
| 2005-08-01 | 12.08199635925870 |
| 2005-09-01 | 12.25884757222590 |
| 2005-10-01 | 12.33135806021000 |
| 2005-11-01 | 12.43533170557700 |
| 2005-12-01 | 12.45728777157980 |
| 2006-01-01 | 12.45861422507930 |
| 2006-02-01 | 12.62548562500010 |
| 2006-03-01 | 12.66087898049940 |
| 2006-04-01 | 12.54898431356360 |
| 2006-05-01 | 12.53376935176080 |
| 2006-06-01 | 12.60224554607720 |
| 2006-07-01 | 12.59290868702350 |
| 2006-08-01 | 12.57695743963180 |
| 2006-09-01 | 12.64823556353190 |
| 2006-10-01 | 12.64153222151920 |
| 2006-11-01 | 12.64175564763770 |
| 2006-12-01 | 12.58319932119360 |
| 2007-01-01 | 12.66710567443510 |
| 2007-02-01 | 12.62775290191240 |
| 2007-03-01 | 12.65560186871100 |
| 2007-04-01 | 12.64906479511620 |
| 2007-05-01 | 12.63489608204820 |
| 2007-06-01 | 12.57689248706980 |
| 2007-07-01 | 12.57750278864790 |
| 2007-08-01 | 12.56921978135880 |
| 2007-09-01 | 12.54286585305340 |
| 2007-10-01 | 12.54754407845050 |
| 2007-11-01 | 12.54716313789720 |
| 2007-12-01 | 12.60149303300760 |
| 2008-01-01 | 12.88483111462080 |
| 2008-02-01 | 12.84399883319580 |
| 2008-03-01 | 12.85590767565930 |
| 2008-04-01 | 12.94857368622350 |
| 2008-05-01 | 13.03736808846780 |
| 2008-06-01 | 13.04299687341510 |
| 2008-07-01 | 13.15973237337380 |
| 2008-08-01 | 13.25947750912360 |
| 2008-09-01 | 13.34302518500460 |
| 2008-10-01 | 13.34700788774810 |
| 2008-11-01 | 13.45515392726580 |
| 2008-12-01 | 13.60900232108130 |
| 2009-01-01 | 13.40200084879120 |
| 2009-02-01 | 13.26170917799650 |
| 2009-03-01 | 13.36128714068560 |
| 2009-04-01 | 13.25043337841290 |
| 2009-05-01 | 13.24129095128220 |
| 2009-06-01 | 13.31897595203600 |
| 2009-07-01 | 13.13701171836710 |
| 2009-08-01 | 13.25396670581610 |
| 2009-09-01 | 13.05260353405220 |
| 2009-10-01 | 12.74065543422630 |
| 2009-11-01 | 12.75246941465630 |
| 2009-12-01 | 12.70157236829810 |
| 2010-01-01 | 12.21699745140670 |
| 2010-02-01 | 12.18174909695110 |
| 2010-03-01 | 12.16846203881230 |
| 2010-04-01 | 12.15341547561370 |
| 2010-05-01 | 12.15083002467830 |
| 2010-06-01 | 12.20367373999130 |
| 2010-07-01 | 12.22150450832170 |
| 2010-08-01 | 12.15150221120490 |
| 2010-09-01 | 12.06309604923190 |
| 2010-10-01 | 12.13020168168730 |
| 2010-11-01 | 12.14084793182490 |
| 2010-12-01 | 12.19076538955720 |
| 2011-01-01 | 12.12389566770010 |
| 2011-02-01 | 12.19371483187760 |
| 2011-03-01 | 12.17951324889150 |
| 2011-04-01 | 12.45908111380560 |
| 2011-05-01 | 12.56548599181140 |
| 2011-06-01 | 12.50117650626800 |
| 2011-07-01 | 12.40722860631510 |
| 2011-08-01 | 12.45008443899500 |
| 2011-09-01 | 12.47888922417750 |
| 2011-10-01 | 12.51436664272910 |
| 2011-11-01 | 12.51963306584990 |
| 2011-12-01 | 12.57498065167800 |
| 2012-01-01 | 12.72756100427860 |
| 2012-02-01 | 12.60551854229800 |
| 2012-03-01 | 12.58839950851730 |
| 2012-04-01 | 12.57295993423360 |
| 2012-05-01 | 12.58373491660910 |
| 2012-06-01 | 12.50422327269740 |
| 2012-07-01 | 12.59564063672990 |
| 2012-08-01 | 12.53821162346460 |
| 2012-09-01 | 12.58874629374870 |
| 2012-10-01 | 12.59770029356000 |
| 2012-11-01 | 12.60662337048710 |
| 2012-12-01 | 12.56942482711960 |
| 2013-01-01 | 12.52122122627240 |
| 2013-02-01 | 12.51447524993540 |
| 2013-03-01 | 12.50061808249140 |
| 2013-04-01 | 12.49098080465580 |
| 2013-05-01 | 12.49825505203380 |
| 2013-06-01 | 12.41537531391940 |
| 2013-07-01 | 12.57720512186630 |
| 2013-08-01 | 12.61652718370500 |
| 2013-09-01 | 12.69050066666270 |
| 2013-10-01 | 12.68780340255580 |
| 2013-11-01 | 12.79728400548900 |
| 2013-12-01 | 12.76818334087890 |
| 2014-01-01 | 12.81804362690210 |
| 2014-02-01 | 12.92491591951940 |
| 2014-03-01 | 12.90885889856480 |
| 2014-04-01 | 13.02102378255220 |
| 2014-05-01 | 13.01616924721120 |
| 2014-06-01 | 13.01571199552480 |
| 2014-07-01 | 12.95196129741230 |
| 2014-08-01 | 12.98681516726110 |
| 2014-09-01 | 12.97848907057730 |
| 2014-10-01 | 13.18646762427350 |
| 2014-11-01 | 13.10167425832030 |
| 2014-12-01 | 13.17741853243300 |
| 2015-01-01 | 13.01274104307610 |
| 2015-02-01 | 12.93393876000090 |
| 2015-03-01 | 12.92209026097120 |
| 2015-04-01 | 12.74794913628590 |
| 2015-05-01 | 12.72896512847880 |
| 2015-06-01 | 12.71399643433490 |
| 2015-07-01 | 12.72308574188730 |
| 2015-08-01 | 12.75064922829490 |
| 2015-09-01 | 12.67304079504440 |
| 2015-10-01 | 12.68818299812850 |
| 2015-11-01 | 12.60836796387920 |
| 2015-12-01 | 12.57743649900060 |
| 2016-01-01 | 12.81459826919390 |
| 2016-02-01 | 12.84340826362410 |
| 2016-03-01 | 12.83472056206530 |
| 2016-04-01 | 13.17405042885740 |
| 2016-05-01 | 13.24550707265630 |
| 2016-06-01 | 13.11119666389200 |
| 2016-07-01 | 13.09177407032980 |
| 2016-08-01 | 13.01348481540120 |
| 2016-09-01 | 13.06727498171470 |
| 2016-10-01 | 12.79475541836770 |
| 2016-11-01 | 12.72226554960440 |
| 2016-12-01 | 12.57704432377340 |
| 2017-01-01 | 12.50773152021280 |
| 2017-02-01 | 12.44543912612830 |
| 2017-03-01 | 12.35078534278540 |
| 2017-04-01 | 12.19138979608960 |
| 2017-05-01 | 12.15830595987380 |
| 2017-06-01 | 12.22023079689060 |
| 2017-07-01 | 12.16568400366460 |
| 2017-08-01 | 12.08936209838470 |
| 2017-09-01 | 12.26362045985570 |
| 2017-10-01 | 12.09914192912400 |
| 2017-11-01 | 12.12507002839780 |
| 2017-12-01 | 12.17188277026120 |
| 2018-01-01 | 12.19647896967080 |
| 2018-02-01 | 12.24005285334750 |
| 2018-03-01 | 12.26727327905160 |
| 2018-04-01 | 12.30930020990220 |
| 2018-05-01 | 12.37559897056260 |
| 2018-06-01 | 12.33351392795280 |
| 2018-07-01 | 12.34699331745080 |
| 2018-08-01 | 12.47900679224670 |
| 2018-09-01 | 12.35633749060630 |
| 2018-10-01 | 12.49835168020800 |
| 2018-11-01 | 12.52346097655410 |
| 2018-12-01 | 12.56734817052340 |
| 2019-01-01 | 12.37688481885470 |
| 2019-02-01 | 12.43327231610730 |
| 2019-03-01 | 12.48244455344970 |
| 2019-04-01 | 12.62271245940370 |
| 2019-05-01 | 12.68894555316370 |
| 2019-06-01 | 12.85152269561930 |
| 2019-07-01 | 13.13885567044170 |
| 2019-08-01 | 13.27545076813130 |
| 2019-09-01 | 13.25876994272670 |
| 2019-10-01 | 13.28868496230740 |
| 2019-11-01 | 13.41489414412860 |
| 2019-12-01 | 13.65912685260010 |
| 2020-01-01 | 13.86156473402680 |
| 2020-02-01 | 14.02754817730130 |
| 2020-03-01 | 14.09089387025420 |
| 2020-04-01 | 14.13762037265250 |
| 2020-05-01 | 14.20178453081680 |
| 2020-06-01 | 14.26379585309120 |
| 2020-07-01 | 14.32947424121000 |
| 2020-08-01 | 14.37347879869180 |
| 2020-09-01 | 14.56348463157550 |
| 2020-10-01 | 14.68039989710240 |
| 2020-11-01 | 14.81912450877870 |
| 2020-12-01 | 14.86011803619860 |
| 2021-01-01 | 15.04329849254760 |
| 2021-02-01 | 15.12088832688720 |
| 2021-03-01 | 15.19574541474230 |
| 2021-04-01 | 15.34325649570290 |
| 2021-05-01 | 15.40665769856540 |
| 2021-06-01 | 15.26527386811190 |
| 2021-07-01 | 15.41855491395220 |
| 2021-08-01 | 15.47824139693760 |
| 2021-09-01 | 15.56971647718360 |
| 2021-10-01 | 15.58180886231780 |
| 2021-11-01 | 15.52784519529520 |
| 2021-12-01 | 15.46652305866560 |
| 2022-01-01 | 15.43380141431910 |
| 2022-02-01 | 15.31379815858550 |
| 2022-03-01 | 15.39894867520760 |
| 2022-04-01 | 15.33947674115810 |
| 2022-05-01 | 15.40519309861080 |
| 2022-06-01 | 15.25117412700670 |
| 2022-07-01 | 15.60958980677780 |
| 2022-08-01 | 15.68727510673470 |
| 2022-09-01 | 15.57077752471630 |
| 2022-10-01 | 15.79104493944140 |
| 2022-11-01 | 15.84696631715390 |
| 2022-12-01 | 15.87349984776810 |
| 2023-01-01 | 15.82917416328900 |
| 2023-02-01 | 15.91335939273480 |
| 2023-03-01 | 15.90207624541150 |
| 2023-04-01 | 15.82435183300500 |
| 2023-05-01 | 15.89861130902280 |
| 2023-06-01 | 15.93596367623800 |
| 2023-07-01 | 15.99770541481000 |
| 2023-08-01 | 16.09083135953250 |
| 2023-09-01 | 16.07577797530840 |
| 2023-10-01 | 16.20535539215140 |
| 2023-11-01 | 16.26414834273940 |
| 2023-12-01 | 16.37572271692990 |
| 2024-01-01 | 16.63902123494520 |
| 2024-02-01 | 16.71534704781340 |
| 2024-03-01 | 16.60499431316710 |
| 2024-04-01 | 16.70363983186730 |
| 2024-05-01 | 16.68837728617750 |
| 2024-06-01 | 16.72370081667000 |
| 2024-07-01 | 16.68542383391300 |
| 2024-08-01 | 16.59162838091970 |
| 2024-09-01 | 16.57822019053800 |
| 2024-10-01 | 16.52077225139570 |
| 2024-11-01 | 16.58325918182150 |
| 2024-12-01 | 16.67891868026040 |
| 2025-01-01 | 16.74655837491010 |
| 2025-02-01 | 16.81724603703420 |
| 2025-03-01 | 16.90947282394110 |
| 2025-04-01 | 16.98167888265720 |
| 2025-05-01 | 16.97938513476330 |
| 2025-06-01 | 17.01704372522970 |
| 2025-07-01 | 16.87295144967540 |
| 2025-08-01 | 16.89460822199670 |
| 2025-09-01 | 16.97815596548980 |
| 2025-10-01 | 16.93389559834090 |
| 2025-11-01 | 16.89442665699400 |
| 2025-12-01 | 16.98195748791270 |
| 2026-01-01 | 16.65413228573010 |
| 2026-02-01 | 16.71995940598970 |
| 2026-03-01 | 16.71238596905340 |
| 2026-04-01 | 16.76477283075990 |
| 2026-05-01 | 16.76973946987210 |
| 2026-06-01 | 16.61430544602370 |
| 2026-07-01 | 16.96893148215600 |