Table Data - All Employees: Professional and Business Services: Employment Services in Baltimore-Columbia-Towson, MD (MSA)
| Title | All Employees: Professional and Business Services: Employment Services in Baltimore-Columbia-Towson, MD (MSA) |
|---|---|
| Series ID | SMU24125806056130001SA |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 10:20 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 | 17.9969248502 |
| 1990-02-01 | 18.1654750747 |
| 1990-03-01 | 18.0079792830 |
| 1990-04-01 | 17.8297234958 |
| 1990-05-01 | 17.7985220387 |
| 1990-06-01 | 17.7149605849 |
| 1990-07-01 | 17.1066884725 |
| 1990-08-01 | 17.0316894823 |
| 1990-09-01 | 17.4210003519 |
| 1990-10-01 | 15.1684671841 |
| 1990-11-01 | 16.1459000995 |
| 1990-12-01 | 15.9741306897 |
| 1991-01-01 | 15.4494376919 |
| 1991-02-01 | 15.2123166532 |
| 1991-03-01 | 15.1952074215 |
| 1991-04-01 | 15.2012609722 |
| 1991-05-01 | 14.7637477542 |
| 1991-06-01 | 14.8818635397 |
| 1991-07-01 | 14.4971476725 |
| 1991-08-01 | 14.9933915397 |
| 1991-09-01 | 14.4121410753 |
| 1991-10-01 | 14.1890036851 |
| 1991-11-01 | 14.3202630817 |
| 1991-12-01 | 14.5523615760 |
| 1992-01-01 | 15.1226991392 |
| 1992-02-01 | 15.0456548429 |
| 1992-03-01 | 14.6589195324 |
| 1992-04-01 | 14.1592888967 |
| 1992-05-01 | 14.1219110722 |
| 1992-06-01 | 13.8601428354 |
| 1992-07-01 | 14.6099428928 |
| 1992-08-01 | 14.6771059648 |
| 1992-09-01 | 14.9367189282 |
| 1992-10-01 | 15.4726339536 |
| 1992-11-01 | 15.0593738995 |
| 1992-12-01 | 14.7025761175 |
| 1993-01-01 | 15.4345670778 |
| 1993-02-01 | 15.1768782371 |
| 1993-03-01 | 15.2819842531 |
| 1993-04-01 | 16.1578535320 |
| 1993-05-01 | 16.6892055427 |
| 1993-06-01 | 16.8585257893 |
| 1993-07-01 | 17.4479998734 |
| 1993-08-01 | 16.6464134461 |
| 1993-09-01 | 16.8631355996 |
| 1993-10-01 | 16.6027416934 |
| 1993-11-01 | 16.8347664647 |
| 1993-12-01 | 17.2792784514 |
| 1994-01-01 | 16.3499112224 |
| 1994-02-01 | 17.0412447437 |
| 1994-03-01 | 17.7331984740 |
| 1994-04-01 | 18.0050521801 |
| 1994-05-01 | 18.0780570234 |
| 1994-06-01 | 18.4303164687 |
| 1994-07-01 | 18.2666627441 |
| 1994-08-01 | 18.0682443204 |
| 1994-09-01 | 18.8287489607 |
| 1994-10-01 | 17.9738316091 |
| 1994-11-01 | 18.1438285179 |
| 1994-12-01 | 19.0255319240 |
| 1995-01-01 | 20.4086671561 |
| 1995-02-01 | 20.2588183955 |
| 1995-03-01 | 19.6490533492 |
| 1995-04-01 | 19.6147810339 |
| 1995-05-01 | 19.4294111856 |
| 1995-06-01 | 19.1937294098 |
| 1995-07-01 | 18.9155607000 |
| 1995-08-01 | 19.4766008144 |
| 1995-09-01 | 19.5339151891 |
| 1995-10-01 | 20.4182299740 |
| 1995-11-01 | 20.5577218166 |
| 1995-12-01 | 21.3926202446 |
| 1996-01-01 | 19.8066744402 |
| 1996-02-01 | 21.3229256560 |
| 1996-03-01 | 21.9917796526 |
| 1996-04-01 | 21.7211023413 |
| 1996-05-01 | 22.0892093208 |
| 1996-06-01 | 22.0251769230 |
| 1996-07-01 | 22.0095149910 |
| 1996-08-01 | 22.5939116029 |
| 1996-09-01 | 22.6115812472 |
| 1996-10-01 | 22.6212179659 |
| 1996-11-01 | 23.3392999389 |
| 1996-12-01 | 22.9280445974 |
| 1997-01-01 | 24.7565798149 |
| 1997-02-01 | 24.7631958460 |
| 1997-03-01 | 25.5250426948 |
| 1997-04-01 | 25.1901747723 |
| 1997-05-01 | 25.7119052190 |
| 1997-06-01 | 26.3953269511 |
| 1997-07-01 | 26.6265199239 |
| 1997-08-01 | 26.6104898236 |
| 1997-09-01 | 26.7949215788 |
| 1997-10-01 | 28.0001464804 |
| 1997-11-01 | 28.4164260279 |
| 1997-12-01 | 27.9495144695 |
| 1998-01-01 | 23.4601424359 |
| 1998-02-01 | 23.6299574939 |
| 1998-03-01 | 23.0736158413 |
| 1998-04-01 | 24.2262115402 |
| 1998-05-01 | 24.5636609206 |
| 1998-06-01 | 25.5500846164 |
| 1998-07-01 | 26.8107074151 |
| 1998-08-01 | 27.7236558811 |
| 1998-09-01 | 27.4669362871 |
| 1998-10-01 | 27.6749576863 |
| 1998-11-01 | 27.9064453167 |
| 1998-12-01 | 28.5643799330 |
| 1999-01-01 | 28.0134257953 |
| 1999-02-01 | 28.8858759954 |
| 1999-03-01 | 29.0755922294 |
| 1999-04-01 | 30.1928507040 |
| 1999-05-01 | 30.6977495986 |
| 1999-06-01 | 31.3095797602 |
| 1999-07-01 | 31.2298466074 |
| 1999-08-01 | 31.3347837643 |
| 1999-09-01 | 32.1999200927 |
| 1999-10-01 | 33.0253085757 |
| 1999-11-01 | 32.8856891872 |
| 1999-12-01 | 33.8064285464 |
| 2000-01-01 | 33.4766859382 |
| 2000-02-01 | 33.6153699067 |
| 2000-03-01 | 33.9939186288 |
| 2000-04-01 | 36.2005244619 |
| 2000-05-01 | 36.5769243292 |
| 2000-06-01 | 36.3347536332 |
| 2000-07-01 | 37.0227073916 |
| 2000-08-01 | 37.5864367440 |
| 2000-09-01 | 37.6252408196 |
| 2000-10-01 | 37.4722893519 |
| 2000-11-01 | 38.0009919215 |
| 2000-12-01 | 37.4087706940 |
| 2001-01-01 | 37.9440822430 |
| 2001-02-01 | 37.2174655993 |
| 2001-03-01 | 37.2196313600 |
| 2001-04-01 | 35.9135224410 |
| 2001-05-01 | 35.7367149125 |
| 2001-06-01 | 34.5808877039 |
| 2001-07-01 | 35.8300521831 |
| 2001-08-01 | 34.9510816625 |
| 2001-09-01 | 35.5067143262 |
| 2001-10-01 | 33.3749010847 |
| 2001-11-01 | 32.8462845394 |
| 2001-12-01 | 33.2621691912 |
| 2002-01-01 | 33.5066313140 |
| 2002-02-01 | 33.0668616125 |
| 2002-03-01 | 33.4077448960 |
| 2002-04-01 | 33.6227045489 |
| 2002-05-01 | 33.3097742131 |
| 2002-06-01 | 34.0110409768 |
| 2002-07-01 | 34.1223041254 |
| 2002-08-01 | 34.2789109754 |
| 2002-09-01 | 33.9522301400 |
| 2002-10-01 | 33.1281345042 |
| 2002-11-01 | 32.9393882735 |
| 2002-12-01 | 32.4930724684 |
| 2003-01-01 | 31.7102955809 |
| 2003-02-01 | 29.8312190126 |
| 2003-03-01 | 30.6634156323 |
| 2003-04-01 | 31.3503783366 |
| 2003-05-01 | 31.4461947568 |
| 2003-06-01 | 30.5904748491 |
| 2003-07-01 | 29.7243122307 |
| 2003-08-01 | 29.9959639332 |
| 2003-09-01 | 30.1165147866 |
| 2003-10-01 | 31.2346341694 |
| 2003-11-01 | 30.9223797105 |
| 2003-12-01 | 31.4493526585 |
| 2004-01-01 | 31.5580102429 |
| 2004-02-01 | 31.8255293136 |
| 2004-03-01 | 31.4183551053 |
| 2004-04-01 | 31.3387134928 |
| 2004-05-01 | 32.0027017688 |
| 2004-06-01 | 32.0137046989 |
| 2004-07-01 | 33.1077435255 |
| 2004-08-01 | 32.2014873604 |
| 2004-09-01 | 31.4638781058 |
| 2004-10-01 | 32.4136837650 |
| 2004-11-01 | 32.7452011217 |
| 2004-12-01 | 32.4005409507 |
| 2005-01-01 | 32.7214438608 |
| 2005-02-01 | 33.2962117651 |
| 2005-03-01 | 33.5084479244 |
| 2005-04-01 | 32.5098330901 |
| 2005-05-01 | 33.1028168558 |
| 2005-06-01 | 33.2925546423 |
| 2005-07-01 | 32.9707292845 |
| 2005-08-01 | 32.7563091320 |
| 2005-09-01 | 32.7756706998 |
| 2005-10-01 | 31.8120289692 |
| 2005-11-01 | 31.9856269179 |
| 2005-12-01 | 31.4472025970 |
| 2006-01-01 | 32.5534582620 |
| 2006-02-01 | 32.7545860352 |
| 2006-03-01 | 33.7034950865 |
| 2006-04-01 | 32.8088002472 |
| 2006-05-01 | 32.5741527470 |
| 2006-06-01 | 32.4892858648 |
| 2006-07-01 | 32.3911825327 |
| 2006-08-01 | 31.9375680506 |
| 2006-09-01 | 31.5433912822 |
| 2006-10-01 | 31.9583916121 |
| 2006-11-01 | 32.0356393440 |
| 2006-12-01 | 32.0834401561 |
| 2007-01-01 | 31.4318836478 |
| 2007-02-01 | 30.8617214048 |
| 2007-03-01 | 31.3497618704 |
| 2007-04-01 | 31.7993688612 |
| 2007-05-01 | 31.2038424506 |
| 2007-06-01 | 31.4163475281 |
| 2007-07-01 | 30.7769538500 |
| 2007-08-01 | 31.1761056844 |
| 2007-09-01 | 31.6444903354 |
| 2007-10-01 | 31.2477351300 |
| 2007-11-01 | 31.2558762589 |
| 2007-12-01 | 31.4482013513 |
| 2008-01-01 | 30.2959922211 |
| 2008-02-01 | 30.1689177849 |
| 2008-03-01 | 29.9592565917 |
| 2008-04-01 | 29.8565885095 |
| 2008-05-01 | 29.8526666244 |
| 2008-06-01 | 29.2316964091 |
| 2008-07-01 | 29.2608868822 |
| 2008-08-01 | 29.3103533236 |
| 2008-09-01 | 28.6301483238 |
| 2008-10-01 | 28.1696583557 |
| 2008-11-01 | 26.8894241776 |
| 2008-12-01 | 26.0131165522 |
| 2009-01-01 | 25.6678087429 |
| 2009-02-01 | 24.6251902439 |
| 2009-03-01 | 23.9721670750 |
| 2009-04-01 | 23.4850482372 |
| 2009-05-01 | 23.1660561842 |
| 2009-06-01 | 22.7009444688 |
| 2009-07-01 | 23.5385761585 |
| 2009-08-01 | 23.1799240743 |
| 2009-09-01 | 23.2122446146 |
| 2009-10-01 | 23.6637397003 |
| 2009-11-01 | 23.6550923035 |
| 2009-12-01 | 23.7506323606 |
| 2010-01-01 | 23.9826783900 |
| 2010-02-01 | 22.5116235897 |
| 2010-03-01 | 24.0302349576 |
| 2010-04-01 | 23.7694439923 |
| 2010-05-01 | 23.6587765328 |
| 2010-06-01 | 23.8959579800 |
| 2010-07-01 | 22.9982820525 |
| 2010-08-01 | 22.7035727670 |
| 2010-09-01 | 22.4643647495 |
| 2010-10-01 | 23.7621745803 |
| 2010-11-01 | 23.6470732545 |
| 2010-12-01 | 23.5880577530 |
| 2011-01-01 | 24.6150038625 |
| 2011-02-01 | 25.1250036303 |
| 2011-03-01 | 24.9819168057 |
| 2011-04-01 | 26.0235891395 |
| 2011-05-01 | 25.8662540127 |
| 2011-06-01 | 26.1664612968 |
| 2011-07-01 | 27.1586491667 |
| 2011-08-01 | 27.0289612828 |
| 2011-09-01 | 27.6522166392 |
| 2011-10-01 | 27.2928878201 |
| 2011-11-01 | 27.8566590011 |
| 2011-12-01 | 28.1712224200 |
| 2012-01-01 | 28.1579075399 |
| 2012-02-01 | 27.8909044671 |
| 2012-03-01 | 28.1829661632 |
| 2012-04-01 | 27.7088901560 |
| 2012-05-01 | 28.2435971709 |
| 2012-06-01 | 28.4234967125 |
| 2012-07-01 | 28.5527353680 |
| 2012-08-01 | 29.7386163931 |
| 2012-09-01 | 30.2519587488 |
| 2012-10-01 | 29.0435279043 |
| 2012-11-01 | 30.2643263504 |
| 2012-12-01 | 30.4480028981 |
| 2013-01-01 | 30.9774739246 |
| 2013-02-01 | 31.4381023946 |
| 2013-03-01 | 31.5556015620 |
| 2013-04-01 | 30.6882136405 |
| 2013-05-01 | 30.8962627205 |
| 2013-06-01 | 32.3117975897 |
| 2013-07-01 | 30.5344960062 |
| 2013-08-01 | 31.2571323972 |
| 2013-09-01 | 31.1779531860 |
| 2013-10-01 | 31.4626646007 |
| 2013-11-01 | 32.3528802780 |
| 2013-12-01 | 31.1892514066 |
| 2014-01-01 | 31.4214806912 |
| 2014-02-01 | 31.9276680372 |
| 2014-03-01 | 32.4445077061 |
| 2014-04-01 | 33.4660721438 |
| 2014-05-01 | 33.7450338080 |
| 2014-06-01 | 33.6617864826 |
| 2014-07-01 | 33.7830351609 |
| 2014-08-01 | 33.1511719907 |
| 2014-09-01 | 33.3539257305 |
| 2014-10-01 | 32.9534987506 |
| 2014-11-01 | 32.8431901833 |
| 2014-12-01 | 33.3268113620 |
| 2015-01-01 | 32.9154849900 |
| 2015-02-01 | 33.0161012450 |
| 2015-03-01 | 33.1242903009 |
| 2015-04-01 | 33.5302273668 |
| 2015-05-01 | 33.6125226749 |
| 2015-06-01 | 33.2496196845 |
| 2015-07-01 | 34.5556630977 |
| 2015-08-01 | 34.8320359526 |
| 2015-09-01 | 33.4281322208 |
| 2015-10-01 | 34.6635057237 |
| 2015-11-01 | 34.5340262773 |
| 2015-12-01 | 34.8203300842 |
| 2016-01-01 | 35.7489644949 |
| 2016-02-01 | 34.6549521871 |
| 2016-03-01 | 33.8572671252 |
| 2016-04-01 | 34.2848376581 |
| 2016-05-01 | 34.1799483451 |
| 2016-06-01 | 35.1651702072 |
| 2016-07-01 | 35.0334773034 |
| 2016-08-01 | 35.3864337168 |
| 2016-09-01 | 35.8574694648 |
| 2016-10-01 | 36.1364941968 |
| 2016-11-01 | 36.6396683031 |
| 2016-12-01 | 36.2023336187 |
| 2017-01-01 | 35.1364894901 |
| 2017-02-01 | 34.9231154178 |
| 2017-03-01 | 35.3486875537 |
| 2017-04-01 | 35.1055085996 |
| 2017-05-01 | 35.2801341127 |
| 2017-06-01 | 34.9668228889 |
| 2017-07-01 | 34.0873424013 |
| 2017-08-01 | 33.6091019871 |
| 2017-09-01 | 35.1131765484 |
| 2017-10-01 | 34.2309237306 |
| 2017-11-01 | 34.0944771484 |
| 2017-12-01 | 35.0203100709 |
| 2018-01-01 | 36.4849109176 |
| 2018-02-01 | 35.8169291766 |
| 2018-03-01 | 35.9301714043 |
| 2018-04-01 | 35.8286511501 |
| 2018-05-01 | 35.5229172281 |
| 2018-06-01 | 35.7190373838 |
| 2018-07-01 | 36.1162947658 |
| 2018-08-01 | 36.6426107921 |
| 2018-09-01 | 37.3412822256 |
| 2018-10-01 | 36.8389151039 |
| 2018-11-01 | 38.0405863109 |
| 2018-12-01 | 36.7171748750 |
| 2019-01-01 | 36.4405213156 |
| 2019-02-01 | 36.6150643176 |
| 2019-03-01 | 36.6607645561 |
| 2019-04-01 | 36.9174953290 |
| 2019-05-01 | 37.0062652979 |
| 2019-06-01 | 36.9414175657 |
| 2019-07-01 | 36.1752648861 |
| 2019-08-01 | 36.9919714790 |
| 2019-09-01 | 36.0647349005 |
| 2019-10-01 | 35.9329125352 |
| 2019-11-01 | 36.6629626497 |
| 2019-12-01 | 37.4082913388 |
| 2020-01-01 | 35.9929047101 |
| 2020-02-01 | 35.2550103969 |
| 2020-03-01 | 35.2744181506 |
| 2020-04-01 | 27.9036567661 |
| 2020-05-01 | 28.7551999392 |
| 2020-06-01 | 29.6161948420 |
| 2020-07-01 | 30.5289005592 |
| 2020-08-01 | 30.3603208302 |
| 2020-09-01 | 30.4315599252 |
| 2020-10-01 | 31.5312003316 |
| 2020-11-01 | 31.4800674900 |
| 2020-12-01 | 32.4236486849 |
| 2021-01-01 | 33.3126125374 |
| 2021-02-01 | 34.3778416508 |
| 2021-03-01 | 35.1125957993 |
| 2021-04-01 | 35.5874902745 |
| 2021-05-01 | 36.3872009900 |
| 2021-06-01 | 36.0456490808 |
| 2021-07-01 | 37.3547873663 |
| 2021-08-01 | 37.6377848579 |
| 2021-09-01 | 37.4751919935 |
| 2021-10-01 | 39.0992210314 |
| 2021-11-01 | 39.5992073093 |
| 2021-12-01 | 40.5761845615 |
| 2022-01-01 | 40.2643359910 |
| 2022-02-01 | 41.3789120307 |
| 2022-03-01 | 40.8745336068 |
| 2022-04-01 | 39.4011983566 |
| 2022-05-01 | 38.9687515349 |
| 2022-06-01 | 38.3185533934 |
| 2022-07-01 | 38.7388938369 |
| 2022-08-01 | 38.9247000113 |
| 2022-09-01 | 38.6719835977 |
| 2022-10-01 | 38.8808085699 |
| 2022-11-01 | 38.5307686905 |
| 2022-12-01 | 38.0821011369 |
| 2023-01-01 | 38.8998703812 |
| 2023-02-01 | 38.6635700754 |
| 2023-03-01 | 37.8585195503 |
| 2023-04-01 | 38.1907424456 |
| 2023-05-01 | 37.3179991899 |
| 2023-06-01 | 36.5062308945 |
| 2023-07-01 | 34.9092836153 |
| 2023-08-01 | 34.7631151859 |
| 2023-09-01 | 34.8527844394 |
| 2023-10-01 | 35.2571969757 |
| 2023-11-01 | 35.5638015272 |
| 2023-12-01 | 35.1897013464 |
| 2024-01-01 | 35.6648785480 |
| 2024-02-01 | 35.7504839521 |
| 2024-03-01 | 35.8228421588 |
| 2024-04-01 | 35.5957604258 |
| 2024-05-01 | 35.3081576497 |
| 2024-06-01 | 35.3387564393 |
| 2024-07-01 | 35.2905466539 |
| 2024-08-01 | 34.8006095119 |
| 2024-09-01 | 34.9366950744 |
| 2024-10-01 | 33.7446283235 |
| 2024-11-01 | 33.4383933116 |
| 2024-12-01 | 32.8289309794 |
| 2025-01-01 | 31.2674428500 |
| 2025-02-01 | 31.4156415902 |
| 2025-03-01 | 31.2203899560 |
| 2025-04-01 | 31.4198873722 |
| 2025-05-01 | 30.9231489543 |
| 2025-06-01 | 30.5517665275 |
| 2025-07-01 | 29.9064747858 |
| 2025-08-01 | 29.7585272154 |
| 2025-09-01 | 30.1352538029 |
| 2025-10-01 | 29.5129814576 |
| 2025-11-01 | 28.9153213706 |
| 2025-12-01 | 29.0141627179 |
| 2026-01-01 | 29.1967855804 |
| 2026-02-01 | 29.3022263142 |
| 2026-03-01 | 29.4395688388 |
| 2026-04-01 | 28.9358007139 |
| 2026-05-01 | 29.2945760492 |
| 2026-06-01 | 29.9430027268 |
| 2026-07-01 | 30.2461730565 |
| 2026-08-01 | 29.9509532862 |
| 2026-09-01 | 28.9572364798 |