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 2026-06-01 |
| Last Updated | 2026-07-22 10:19 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 | 7.69094482584976 |
| 1990-02-01 | 7.73644022655588 |
| 1990-03-01 | 7.82262442879168 |
| 1990-04-01 | 7.97550287701424 |
| 1990-05-01 | 7.97529078168610 |
| 1990-06-01 | 7.96547270219335 |
| 1990-07-01 | 8.01281036508445 |
| 1990-08-01 | 7.99176139911366 |
| 1990-09-01 | 7.91350304410773 |
| 1990-10-01 | 7.92265181808571 |
| 1990-11-01 | 7.91736259703325 |
| 1990-12-01 | 7.86847001958244 |
| 1991-01-01 | 7.90055985286695 |
| 1991-02-01 | 7.94136421691574 |
| 1991-03-01 | 7.92491835506898 |
| 1991-04-01 | 7.87508686411578 |
| 1991-05-01 | 7.76562770184676 |
| 1991-06-01 | 7.76510855900978 |
| 1991-07-01 | 7.60655123412244 |
| 1991-08-01 | 7.59273594658662 |
| 1991-09-01 | 7.60530579016680 |
| 1991-10-01 | 7.62612710052736 |
| 1991-11-01 | 7.62353328323483 |
| 1991-12-01 | 7.66773950562656 |
| 1992-01-01 | 7.61832818537411 |
| 1992-02-01 | 7.54383406752581 |
| 1992-03-01 | 7.52707138466356 |
| 1992-04-01 | 7.37480129585140 |
| 1992-05-01 | 7.35008526286650 |
| 1992-06-01 | 7.36106446724636 |
| 1992-07-01 | 7.70132167531634 |
| 1992-08-01 | 7.59351926580698 |
| 1992-09-01 | 7.59025251656761 |
| 1992-10-01 | 7.63085799968904 |
| 1992-11-01 | 7.63125476462384 |
| 1992-12-01 | 7.56582813784237 |
| 1993-01-01 | 7.64270429262935 |
| 1993-02-01 | 7.65262807515861 |
| 1993-03-01 | 7.63302140263507 |
| 1993-04-01 | 7.66899365919247 |
| 1993-05-01 | 7.73264880871020 |
| 1993-06-01 | 7.76019749192754 |
| 1993-07-01 | 7.69169903221528 |
| 1993-08-01 | 7.68686856937207 |
| 1993-09-01 | 7.67545682619120 |
| 1993-10-01 | 7.63472895782386 |
| 1993-11-01 | 7.63767496161167 |
| 1993-12-01 | 7.67510232079190 |
| 1994-01-01 | 7.56574130544214 |
| 1994-02-01 | 7.56047549956290 |
| 1994-03-01 | 7.63952526668608 |
| 1994-04-01 | 7.66314052146715 |
| 1994-05-01 | 7.71727839391065 |
| 1994-06-01 | 7.65628509999193 |
| 1994-07-01 | 7.78390741472159 |
| 1994-08-01 | 7.67481894260739 |
| 1994-09-01 | 7.76506845756156 |
| 1994-10-01 | 7.73938064040618 |
| 1994-11-01 | 7.73778909792092 |
| 1994-12-01 | 7.68181531794803 |
| 1995-01-01 | 8.09087810906269 |
| 1995-02-01 | 8.07336108752803 |
| 1995-03-01 | 8.05065137289794 |
| 1995-04-01 | 8.05300894190528 |
| 1995-05-01 | 8.00254551033897 |
| 1995-06-01 | 7.95238054466888 |
| 1995-07-01 | 7.86666475315802 |
| 1995-08-01 | 7.86353958099667 |
| 1995-09-01 | 7.86379339922419 |
| 1995-10-01 | 7.84657190433794 |
| 1995-11-01 | 7.83643492319433 |
| 1995-12-01 | 7.80172412086894 |
| 1996-01-01 | 7.70524263145230 |
| 1996-02-01 | 7.67455845827064 |
| 1996-03-01 | 7.65863255680647 |
| 1996-04-01 | 7.74853488786273 |
| 1996-05-01 | 7.69112402293398 |
| 1996-06-01 | 7.73591059963459 |
| 1996-07-01 | 7.75421731971237 |
| 1996-08-01 | 7.86104302433034 |
| 1996-09-01 | 7.97134654743439 |
| 1996-10-01 | 7.85490210786893 |
| 1996-11-01 | 7.83235610356771 |
| 1996-12-01 | 7.82024368312482 |
| 1997-01-01 | 7.91227422671171 |
| 1997-02-01 | 7.87158364131678 |
| 1997-03-01 | 7.96585212522394 |
| 1997-04-01 | 7.84572510807538 |
| 1997-05-01 | 7.88554708088445 |
| 1997-06-01 | 7.91140537850867 |
| 1997-07-01 | 8.04139458204034 |
| 1997-08-01 | 8.16043511985937 |
| 1997-09-01 | 8.18614539142387 |
| 1997-10-01 | 8.26575792628313 |
| 1997-11-01 | 8.33150953645187 |
| 1997-12-01 | 8.34573744400108 |
| 1998-01-01 | 8.20619737990256 |
| 1998-02-01 | 8.16084013623523 |
| 1998-03-01 | 8.26722989358077 |
| 1998-04-01 | 8.54921380144605 |
| 1998-05-01 | 8.58395022619150 |
| 1998-06-01 | 8.58581467909452 |
| 1998-07-01 | 8.63498600648403 |
| 1998-08-01 | 8.55848782269350 |
| 1998-09-01 | 8.60119266326480 |
| 1998-10-01 | 8.57648461754982 |
| 1998-11-01 | 8.63404767967345 |
| 1998-12-01 | 8.65941306648005 |
| 1999-01-01 | 8.80158679604253 |
| 1999-02-01 | 8.84966495083717 |
| 1999-03-01 | 8.86977459874065 |
| 1999-04-01 | 8.24971901643105 |
| 1999-05-01 | 8.38879298414973 |
| 1999-06-01 | 8.36596396376346 |
| 1999-07-01 | 8.33024634775240 |
| 1999-08-01 | 8.25912651797436 |
| 1999-09-01 | 8.20966732368787 |
| 1999-10-01 | 8.48203505419398 |
| 1999-11-01 | 8.54044603464103 |
| 1999-12-01 | 8.46489696938287 |
| 2000-01-01 | 8.69265760053437 |
| 2000-02-01 | 8.73898598489830 |
| 2000-03-01 | 8.77191861005224 |
| 2000-04-01 | 8.75343626668593 |
| 2000-05-01 | 8.69863515608914 |
| 2000-06-01 | 8.85756209243758 |
| 2000-07-01 | 8.73677625893370 |
| 2000-08-01 | 8.76005779412949 |
| 2000-09-01 | 8.70816496231902 |
| 2000-10-01 | 9.27556581170485 |
| 2000-11-01 | 9.34530360171226 |
| 2000-12-01 | 9.35631267123952 |
| 2001-01-01 | 9.38541404819484 |
| 2001-02-01 | 9.43348391275883 |
| 2001-03-01 | 9.47541189235599 |
| 2001-04-01 | 9.55673757493422 |
| 2001-05-01 | 9.61528966521188 |
| 2001-06-01 | 9.66312198638859 |
| 2001-07-01 | 9.74839076833288 |
| 2001-08-01 | 9.85867413100909 |
| 2001-09-01 | 10.00174831812450 |
| 2001-10-01 | 9.76023955895334 |
| 2001-11-01 | 9.74628457861767 |
| 2001-12-01 | 9.64129261408692 |
| 2002-01-01 | 9.87616289037264 |
| 2002-02-01 | 9.93454445007855 |
| 2002-03-01 | 10.07774157141810 |
| 2002-04-01 | 9.86074202445478 |
| 2002-05-01 | 9.92814354220117 |
| 2002-06-01 | 9.98314055362526 |
| 2002-07-01 | 9.96503779678141 |
| 2002-08-01 | 9.95614870999614 |
| 2002-09-01 | 9.99080728741723 |
| 2002-10-01 | 10.04338517013850 |
| 2002-11-01 | 10.04330938390310 |
| 2002-12-01 | 10.02589001246490 |
| 2003-01-01 | 9.87182399916876 |
| 2003-02-01 | 9.93387190133115 |
| 2003-03-01 | 9.97792085897813 |
| 2003-04-01 | 10.16149618677950 |
| 2003-05-01 | 10.33769150531740 |
| 2003-06-01 | 10.50102107772910 |
| 2003-07-01 | 10.67921327571080 |
| 2003-08-01 | 10.86424964045140 |
| 2003-09-01 | 11.07893091184050 |
| 2003-10-01 | 11.23065288047300 |
| 2003-11-01 | 11.33727584174030 |
| 2003-12-01 | 11.52318889295910 |
| 2004-01-01 | 11.56494700532320 |
| 2004-02-01 | 11.63354090111680 |
| 2004-03-01 | 11.67547663522050 |
| 2004-04-01 | 11.65788349007540 |
| 2004-05-01 | 11.73838977696930 |
| 2004-06-01 | 11.71199756869410 |
| 2004-07-01 | 11.79169097807360 |
| 2004-08-01 | 11.77539805541420 |
| 2004-09-01 | 11.76740868138560 |
| 2004-10-01 | 11.82611622753540 |
| 2004-11-01 | 11.83570972087380 |
| 2004-12-01 | 11.93577200742180 |
| 2005-01-01 | 12.05893915192340 |
| 2005-02-01 | 12.02707716061350 |
| 2005-03-01 | 12.06763415776610 |
| 2005-04-01 | 12.15355097567390 |
| 2005-05-01 | 12.13732840729790 |
| 2005-06-01 | 12.11335462778710 |
| 2005-07-01 | 12.09535407076460 |
| 2005-08-01 | 12.08197196024870 |
| 2005-09-01 | 12.25881040834510 |
| 2005-10-01 | 12.33130642907410 |
| 2005-11-01 | 12.43528127710260 |
| 2005-12-01 | 12.45725879360030 |
| 2006-01-01 | 12.45874780148360 |
| 2006-02-01 | 12.62551138206520 |
| 2006-03-01 | 12.66093795621720 |
| 2006-04-01 | 12.54900258103610 |
| 2006-05-01 | 12.53378430471140 |
| 2006-06-01 | 12.60226122050530 |
| 2006-07-01 | 12.59293340969020 |
| 2006-08-01 | 12.57692678151390 |
| 2006-09-01 | 12.64816510648490 |
| 2006-10-01 | 12.64143338154620 |
| 2006-11-01 | 12.64162223389160 |
| 2006-12-01 | 12.58299327645210 |
| 2007-01-01 | 12.66735828861090 |
| 2007-02-01 | 12.62787337083870 |
| 2007-03-01 | 12.65570385367200 |
| 2007-04-01 | 12.64913261850310 |
| 2007-05-01 | 12.63494741898090 |
| 2007-06-01 | 12.57691942872320 |
| 2007-07-01 | 12.57754159778850 |
| 2007-08-01 | 12.56915534838460 |
| 2007-09-01 | 12.54274310874970 |
| 2007-10-01 | 12.54738645990660 |
| 2007-11-01 | 12.54694229576480 |
| 2007-12-01 | 12.60111305297980 |
| 2008-01-01 | 12.88526069541150 |
| 2008-02-01 | 12.84422551639430 |
| 2008-03-01 | 12.85605670637770 |
| 2008-04-01 | 12.94866860228930 |
| 2008-05-01 | 13.03744821380730 |
| 2008-06-01 | 13.04302788810100 |
| 2008-07-01 | 13.15977398706200 |
| 2008-08-01 | 13.25937212182030 |
| 2008-09-01 | 13.34285381957980 |
| 2008-10-01 | 13.34679466408980 |
| 2008-11-01 | 13.45483301702790 |
| 2008-12-01 | 13.60846998581980 |
| 2009-01-01 | 13.40269963547560 |
| 2009-02-01 | 13.26200182851160 |
| 2009-03-01 | 13.36145273089700 |
| 2009-04-01 | 13.25053467121510 |
| 2009-05-01 | 13.24137749115730 |
| 2009-06-01 | 13.31898718497620 |
| 2009-07-01 | 13.13704124963500 |
| 2009-08-01 | 13.25382989502960 |
| 2009-09-01 | 13.05240102153480 |
| 2009-10-01 | 12.74041104173660 |
| 2009-11-01 | 12.75211937742670 |
| 2009-12-01 | 12.70102026769930 |
| 2010-01-01 | 12.21784109549210 |
| 2010-02-01 | 12.18205314966210 |
| 2010-03-01 | 12.16861489928850 |
| 2010-04-01 | 12.15349918199920 |
| 2010-05-01 | 12.15090572695370 |
| 2010-06-01 | 12.20365996837120 |
| 2010-07-01 | 12.22151587949200 |
| 2010-08-01 | 12.15135723584850 |
| 2010-09-01 | 12.06289874334780 |
| 2010-10-01 | 12.12997019538430 |
| 2010-11-01 | 12.14050620330940 |
| 2010-12-01 | 12.19024303550460 |
| 2011-01-01 | 12.12482244244960 |
| 2011-02-01 | 12.19398332347090 |
| 2011-03-01 | 12.17962601207480 |
| 2011-04-01 | 12.45912890929830 |
| 2011-05-01 | 12.56552803847260 |
| 2011-06-01 | 12.50112498693420 |
| 2011-07-01 | 12.40722317951160 |
| 2011-08-01 | 12.44995629554770 |
| 2011-09-01 | 12.47872776218460 |
| 2011-10-01 | 12.51416817528690 |
| 2011-11-01 | 12.51938181718280 |
| 2011-12-01 | 12.57463160318760 |
| 2012-01-01 | 12.72834115598180 |
| 2012-02-01 | 12.60571478714920 |
| 2012-03-01 | 12.58846081852780 |
| 2012-04-01 | 12.57296452996790 |
| 2012-05-01 | 12.58374335144440 |
| 2012-06-01 | 12.50415688041220 |
| 2012-07-01 | 12.59561978520910 |
| 2012-08-01 | 12.53812319608290 |
| 2012-09-01 | 12.58864416271280 |
| 2012-10-01 | 12.59755162647240 |
| 2012-11-01 | 12.60646750089210 |
| 2012-12-01 | 12.56924491676380 |
| 2013-01-01 | 12.52181784687830 |
| 2013-02-01 | 12.51456839307690 |
| 2013-03-01 | 12.50063878999080 |
| 2013-04-01 | 12.49095922074930 |
| 2013-05-01 | 12.49821613840650 |
| 2013-06-01 | 12.41530924420880 |
| 2013-07-01 | 12.57718049255890 |
| 2013-08-01 | 12.61648613855620 |
| 2013-09-01 | 12.69044742893220 |
| 2013-10-01 | 12.68770325630720 |
| 2013-11-01 | 12.79723706613920 |
| 2013-12-01 | 12.76816998711660 |
| 2014-01-01 | 12.81836890026820 |
| 2014-02-01 | 12.92495142148110 |
| 2014-03-01 | 12.90886907623400 |
| 2014-04-01 | 13.02098854239250 |
| 2014-05-01 | 13.01609330306240 |
| 2014-06-01 | 13.01565345322900 |
| 2014-07-01 | 12.95192558610730 |
| 2014-08-01 | 12.98678844575360 |
| 2014-09-01 | 12.97850517844370 |
| 2014-10-01 | 13.18641051408580 |
| 2014-11-01 | 13.10168827603180 |
| 2014-12-01 | 13.17746993734440 |
| 2015-01-01 | 13.01292156628720 |
| 2015-02-01 | 12.93396816721690 |
| 2015-03-01 | 12.92210094219740 |
| 2015-04-01 | 12.74790383809240 |
| 2015-05-01 | 12.72885017461730 |
| 2015-06-01 | 12.71392373892880 |
| 2015-07-01 | 12.72300774011350 |
| 2015-08-01 | 12.75062263797930 |
| 2015-09-01 | 12.67310559580290 |
| 2015-10-01 | 12.68814060580780 |
| 2015-11-01 | 12.60840152576510 |
| 2015-12-01 | 12.57759207637310 |
| 2016-01-01 | 12.81481155897370 |
| 2016-02-01 | 12.84341316400970 |
| 2016-03-01 | 12.83472262359730 |
| 2016-04-01 | 13.17398314558250 |
| 2016-05-01 | 13.24532995288830 |
| 2016-06-01 | 13.11104889310450 |
| 2016-07-01 | 13.09168132163640 |
| 2016-08-01 | 13.01330547884830 |
| 2016-09-01 | 13.06730952452550 |
| 2016-10-01 | 12.79484766439720 |
| 2016-11-01 | 12.72249510805190 |
| 2016-12-01 | 12.57721044760430 |
| 2017-01-01 | 12.50809367037530 |
| 2017-02-01 | 12.44545336428180 |
| 2017-03-01 | 12.35079597879140 |
| 2017-04-01 | 12.19126283886640 |
| 2017-05-01 | 12.15797705871160 |
| 2017-06-01 | 12.21989779982590 |
| 2017-07-01 | 12.16550614582650 |
| 2017-08-01 | 12.08904126092790 |
| 2017-09-01 | 12.26364447280950 |
| 2017-10-01 | 12.09944693094560 |
| 2017-11-01 | 12.12552848372070 |
| 2017-12-01 | 12.17209584210700 |
| 2018-01-01 | 12.19705108084250 |
| 2018-02-01 | 12.24010283239420 |
| 2018-03-01 | 12.26732182900560 |
| 2018-04-01 | 12.30922038277830 |
| 2018-05-01 | 12.37532089703170 |
| 2018-06-01 | 12.33208902324850 |
| 2018-07-01 | 12.34694947778500 |
| 2018-08-01 | 12.47864739956320 |
| 2018-09-01 | 12.35638234602050 |
| 2018-10-01 | 12.49886236522320 |
| 2018-11-01 | 12.52419663190220 |
| 2018-12-01 | 12.56763361042450 |
| 2019-01-01 | 12.37767610775590 |
| 2019-02-01 | 12.43354969832380 |
| 2019-03-01 | 12.48262666780140 |
| 2019-04-01 | 12.62274726274070 |
| 2019-05-01 | 12.68889281778930 |
| 2019-06-01 | 12.84818561355030 |
| 2019-07-01 | 13.13893158015080 |
| 2019-08-01 | 13.27501986724300 |
| 2019-09-01 | 13.25956717239830 |
| 2019-10-01 | 13.28894461468330 |
| 2019-11-01 | 13.41559469106780 |
| 2019-12-01 | 13.65965266551770 |
| 2020-01-01 | 13.86279293804020 |
| 2020-02-01 | 14.02823509192430 |
| 2020-03-01 | 14.09132609058340 |
| 2020-04-01 | 14.13767680046640 |
| 2020-05-01 | 14.20183538359320 |
| 2020-06-01 | 14.25848259980730 |
| 2020-07-01 | 14.32966982314110 |
| 2020-08-01 | 14.37287075014760 |
| 2020-09-01 | 14.56505086975370 |
| 2020-10-01 | 14.68060122867990 |
| 2020-11-01 | 14.81980259878810 |
| 2020-12-01 | 14.86025263155110 |
| 2021-01-01 | 15.04607045553510 |
| 2021-02-01 | 15.12332067291110 |
| 2021-03-01 | 15.19477960154430 |
| 2021-04-01 | 15.34191520136300 |
| 2021-05-01 | 15.40589017212640 |
| 2021-06-01 | 15.25875508766250 |
| 2021-07-01 | 15.41903567808530 |
| 2021-08-01 | 15.47837308612980 |
| 2021-09-01 | 15.57303301996480 |
| 2021-10-01 | 15.58255671132600 |
| 2021-11-01 | 15.52885394620320 |
| 2021-12-01 | 15.46673656557330 |
| 2022-01-01 | 15.43806284403710 |
| 2022-02-01 | 15.31701377677920 |
| 2022-03-01 | 15.39480303656680 |
| 2022-04-01 | 15.33464746258090 |
| 2022-05-01 | 15.40202078132370 |
| 2022-06-01 | 15.24348261463110 |
| 2022-07-01 | 15.61293604792770 |
| 2022-08-01 | 15.69006989487640 |
| 2022-09-01 | 15.57684040087760 |
| 2022-10-01 | 15.79386465795590 |
| 2022-11-01 | 15.84942217005370 |
| 2022-12-01 | 15.87402958913200 |
| 2023-01-01 | 15.83456092561910 |
| 2023-02-01 | 15.91595870888760 |
| 2023-03-01 | 15.89275389949020 |
| 2023-04-01 | 15.81237611638220 |
| 2023-05-01 | 15.88560804374130 |
| 2023-06-01 | 15.92941945913580 |
| 2023-07-01 | 16.01063629446170 |
| 2023-08-01 | 16.09969926445220 |
| 2023-09-01 | 16.08640995056150 |
| 2023-10-01 | 16.21142076232530 |
| 2023-11-01 | 16.26833549326070 |
| 2023-12-01 | 16.37666760478200 |
| 2024-01-01 | 16.64322335743330 |
| 2024-02-01 | 16.71411353284480 |
| 2024-03-01 | 16.58978212917080 |
| 2024-04-01 | 16.68352075130320 |
| 2024-05-01 | 16.66386748362720 |
| 2024-06-01 | 16.71691830211630 |
| 2024-07-01 | 16.71268559367000 |
| 2024-08-01 | 16.60761011278350 |
| 2024-09-01 | 16.59312530225390 |
| 2024-10-01 | 16.53088067739480 |
| 2024-11-01 | 16.58948915329340 |
| 2024-12-01 | 16.67953605423190 |
| 2025-01-01 | 16.74925756212150 |
| 2025-02-01 | 16.81222906103370 |
| 2025-03-01 | 16.88815936659450 |
| 2025-04-01 | 16.95334461205370 |
| 2025-05-01 | 16.94213773373890 |
| 2025-06-01 | 17.01058716809750 |
| 2025-07-01 | 16.91550921749290 |
| 2025-08-01 | 16.91772218093760 |
| 2025-09-01 | 16.99689441755010 |
| 2025-10-01 | 16.94757051297260 |
| 2025-11-01 | 16.90218141844770 |
| 2025-12-01 | 16.98237754873840 |
| 2026-01-01 | 16.65434647773310 |
| 2026-02-01 | 16.71075168842170 |
| 2026-03-01 | 16.68699943431560 |
| 2026-04-01 | 16.73142865853010 |
| 2026-05-01 | 16.72559397130220 |
| 2026-06-01 | 16.60607827573620 |