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 2026-08-01 |
| Last Updated | 2026-09-18 11:13 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 | 17.9969358227 |
| 1990-02-01 | 18.1654858365 |
| 1990-03-01 | 18.0079880229 |
| 1990-04-01 | 17.8297293702 |
| 1990-05-01 | 17.7985248913 |
| 1990-06-01 | 17.7149612269 |
| 1990-07-01 | 17.1066941959 |
| 1990-08-01 | 17.0316827997 |
| 1990-09-01 | 17.4209930460 |
| 1990-10-01 | 15.1684537226 |
| 1990-11-01 | 16.1458972920 |
| 1990-12-01 | 15.9740970117 |
| 1991-01-01 | 15.4494793605 |
| 1991-02-01 | 15.2123222082 |
| 1991-03-01 | 15.1952120958 |
| 1991-04-01 | 15.2012644401 |
| 1991-05-01 | 14.7637498329 |
| 1991-06-01 | 14.8818649181 |
| 1991-07-01 | 14.4971546565 |
| 1991-08-01 | 14.9933838326 |
| 1991-09-01 | 14.4121312041 |
| 1991-10-01 | 14.1889792942 |
| 1991-11-01 | 14.3202545136 |
| 1991-12-01 | 14.5523208009 |
| 1992-01-01 | 15.1227867497 |
| 1992-02-01 | 15.0456588823 |
| 1992-03-01 | 14.6589161930 |
| 1992-04-01 | 14.1592872499 |
| 1992-05-01 | 14.1219099088 |
| 1992-06-01 | 13.8601433759 |
| 1992-07-01 | 14.6099512278 |
| 1992-08-01 | 14.6770967429 |
| 1992-09-01 | 14.9367075110 |
| 1992-10-01 | 15.4726023362 |
| 1992-11-01 | 15.0593655113 |
| 1992-12-01 | 14.7024858059 |
| 1993-01-01 | 15.4347247312 |
| 1993-02-01 | 15.1768897989 |
| 1993-03-01 | 15.2819669368 |
| 1993-04-01 | 16.1578529701 |
| 1993-05-01 | 16.6892051803 |
| 1993-06-01 | 16.8585271038 |
| 1993-07-01 | 17.4480073236 |
| 1993-08-01 | 16.6464026842 |
| 1993-09-01 | 16.8631220209 |
| 1993-10-01 | 16.6027032483 |
| 1993-11-01 | 16.8347617358 |
| 1993-12-01 | 17.2790986845 |
| 1994-01-01 | 16.3501510467 |
| 1994-02-01 | 17.0412731017 |
| 1994-03-01 | 17.7331755588 |
| 1994-04-01 | 18.0050599233 |
| 1994-05-01 | 18.0780631176 |
| 1994-06-01 | 18.4303221100 |
| 1994-07-01 | 18.2666714149 |
| 1994-08-01 | 18.0682284938 |
| 1994-09-01 | 18.8287226321 |
| 1994-10-01 | 17.9737720965 |
| 1994-11-01 | 18.1438432533 |
| 1994-12-01 | 19.0252141544 |
| 1995-01-01 | 20.4090148211 |
| 1995-02-01 | 20.2588862541 |
| 1995-03-01 | 19.6490172428 |
| 1995-04-01 | 19.6148073158 |
| 1995-05-01 | 19.4294285924 |
| 1995-06-01 | 19.1937377206 |
| 1995-07-01 | 18.9155624599 |
| 1995-08-01 | 19.4765816997 |
| 1995-09-01 | 19.5338706463 |
| 1995-10-01 | 20.4181432053 |
| 1995-11-01 | 20.5577519503 |
| 1995-12-01 | 21.3922135306 |
| 1996-01-01 | 19.8070774195 |
| 1996-02-01 | 21.3230336674 |
| 1996-03-01 | 21.9917455326 |
| 1996-04-01 | 21.7211475483 |
| 1996-05-01 | 22.0892371280 |
| 1996-06-01 | 22.0251861467 |
| 1996-07-01 | 22.0095078312 |
| 1996-08-01 | 22.5938871228 |
| 1996-09-01 | 22.6115179823 |
| 1996-10-01 | 22.6211116223 |
| 1996-11-01 | 23.3393451198 |
| 1996-12-01 | 22.9275960138 |
| 1997-01-01 | 24.7569798829 |
| 1997-02-01 | 24.7633525474 |
| 1997-03-01 | 25.5250104245 |
| 1997-04-01 | 25.1902353059 |
| 1997-05-01 | 25.7119389884 |
| 1997-06-01 | 26.3953323563 |
| 1997-07-01 | 26.6264998479 |
| 1997-08-01 | 26.6104619493 |
| 1997-09-01 | 26.7948493699 |
| 1997-10-01 | 28.0000394310 |
| 1997-11-01 | 28.4164652485 |
| 1997-12-01 | 27.9491184167 |
| 1998-01-01 | 23.4604731429 |
| 1998-02-01 | 23.6301267215 |
| 1998-03-01 | 23.0736030188 |
| 1998-04-01 | 24.2262744374 |
| 1998-05-01 | 24.5636952356 |
| 1998-06-01 | 25.5500809295 |
| 1998-07-01 | 26.8106841414 |
| 1998-08-01 | 27.7236276849 |
| 1998-09-01 | 27.4668624373 |
| 1998-10-01 | 27.6748571776 |
| 1998-11-01 | 27.9064737480 |
| 1998-12-01 | 28.5640754919 |
| 1999-01-01 | 28.0136739558 |
| 1999-02-01 | 28.8860446980 |
| 1999-03-01 | 29.0755857063 |
| 1999-04-01 | 30.1929048658 |
| 1999-05-01 | 30.6977769261 |
| 1999-06-01 | 31.3095635977 |
| 1999-07-01 | 31.2298209377 |
| 1999-08-01 | 31.3347620955 |
| 1999-09-01 | 32.1998588123 |
| 1999-10-01 | 33.0252319832 |
| 1999-11-01 | 32.8856914497 |
| 1999-12-01 | 33.8062688482 |
| 2000-01-01 | 33.4768249113 |
| 2000-02-01 | 33.6154989855 |
| 2000-03-01 | 33.9939250316 |
| 2000-04-01 | 36.2005606341 |
| 2000-05-01 | 36.5769416532 |
| 2000-06-01 | 36.3347283515 |
| 2000-07-01 | 37.0226870642 |
| 2000-08-01 | 37.5864230316 |
| 2000-09-01 | 37.6252002915 |
| 2000-10-01 | 37.4722464214 |
| 2000-11-01 | 38.0009776787 |
| 2000-12-01 | 37.4087129216 |
| 2001-01-01 | 37.9441341328 |
| 2001-02-01 | 37.2175592948 |
| 2001-03-01 | 37.2196387071 |
| 2001-04-01 | 35.9135414179 |
| 2001-05-01 | 35.7367227123 |
| 2001-06-01 | 34.5808611737 |
| 2001-07-01 | 35.8300374525 |
| 2001-08-01 | 34.9510748819 |
| 2001-09-01 | 35.5066955683 |
| 2001-10-01 | 33.3748908064 |
| 2001-11-01 | 32.8462598738 |
| 2001-12-01 | 33.2621700728 |
| 2002-01-01 | 33.5066373434 |
| 2002-02-01 | 33.0669064460 |
| 2002-03-01 | 33.4077563911 |
| 2002-04-01 | 33.6227118564 |
| 2002-05-01 | 33.3097784809 |
| 2002-06-01 | 34.0110184083 |
| 2002-07-01 | 34.1222986926 |
| 2002-08-01 | 34.2789091571 |
| 2002-09-01 | 33.9522227166 |
| 2002-10-01 | 33.1281347802 |
| 2002-11-01 | 32.9393704632 |
| 2002-12-01 | 32.4930756584 |
| 2003-01-01 | 31.7102993219 |
| 2003-02-01 | 29.8312421929 |
| 2003-03-01 | 30.6634201926 |
| 2003-04-01 | 31.3503809302 |
| 2003-05-01 | 31.4461966664 |
| 2003-06-01 | 30.5904598463 |
| 2003-07-01 | 29.7243093943 |
| 2003-08-01 | 29.9959646656 |
| 2003-09-01 | 30.1165119967 |
| 2003-10-01 | 31.2346367812 |
| 2003-11-01 | 30.9223697604 |
| 2003-12-01 | 31.4493563849 |
| 2004-01-01 | 31.5580135716 |
| 2004-02-01 | 31.8255351706 |
| 2004-03-01 | 31.4183577534 |
| 2004-04-01 | 31.3387153192 |
| 2004-05-01 | 32.0027032893 |
| 2004-06-01 | 32.0136972470 |
| 2004-07-01 | 33.1077418603 |
| 2004-08-01 | 32.2014878752 |
| 2004-09-01 | 31.4638765998 |
| 2004-10-01 | 32.4136854213 |
| 2004-11-01 | 32.7451962959 |
| 2004-12-01 | 32.4005431166 |
| 2005-01-01 | 32.7214452401 |
| 2005-02-01 | 33.2962148105 |
| 2005-03-01 | 33.5084487769 |
| 2005-04-01 | 32.5098334107 |
| 2005-05-01 | 33.1028169725 |
| 2005-06-01 | 33.2925538068 |
| 2005-07-01 | 32.9707275635 |
| 2005-08-01 | 32.7563085076 |
| 2005-09-01 | 32.7756698787 |
| 2005-10-01 | 31.8120290410 |
| 2005-11-01 | 31.9856268991 |
| 2005-12-01 | 31.4472032132 |
| 2006-01-01 | 32.5534583850 |
| 2006-02-01 | 32.7545871946 |
| 2006-03-01 | 33.7034952977 |
| 2006-04-01 | 32.8088003482 |
| 2006-05-01 | 32.5741529033 |
| 2006-06-01 | 32.4892856493 |
| 2006-07-01 | 32.3911816460 |
| 2006-08-01 | 31.9375678381 |
| 2006-09-01 | 31.5433908284 |
| 2006-10-01 | 31.9583917506 |
| 2006-11-01 | 32.0356393342 |
| 2006-12-01 | 32.0834407691 |
| 2007-01-01 | 31.4318837131 |
| 2007-02-01 | 30.8617215694 |
| 2007-03-01 | 31.3497619645 |
| 2007-04-01 | 31.7993689202 |
| 2007-05-01 | 31.2038424344 |
| 2007-06-01 | 31.4163474647 |
| 2007-07-01 | 30.7769534180 |
| 2007-08-01 | 31.1761056151 |
| 2007-09-01 | 31.6444901362 |
| 2007-10-01 | 31.2477352486 |
| 2007-11-01 | 31.2558762638 |
| 2007-12-01 | 31.4482017709 |
| 2008-01-01 | 30.2959922289 |
| 2008-02-01 | 30.1689178487 |
| 2008-03-01 | 29.9592565711 |
| 2008-04-01 | 29.8565884801 |
| 2008-05-01 | 29.8526665653 |
| 2008-06-01 | 29.2316963485 |
| 2008-07-01 | 29.2608867458 |
| 2008-08-01 | 29.3103532729 |
| 2008-09-01 | 28.6301482997 |
| 2008-10-01 | 28.1696584073 |
| 2008-11-01 | 26.8894241740 |
| 2008-12-01 | 26.0131167845 |
| 2009-01-01 | 25.6678087352 |
| 2009-02-01 | 24.6251902696 |
| 2009-03-01 | 23.9721670441 |
| 2009-04-01 | 23.4850482033 |
| 2009-05-01 | 23.1660561315 |
| 2009-06-01 | 22.7009444237 |
| 2009-07-01 | 23.5385760747 |
| 2009-08-01 | 23.1799240741 |
| 2009-09-01 | 23.2122446592 |
| 2009-10-01 | 23.6637398649 |
| 2009-11-01 | 23.6550924685 |
| 2009-12-01 | 23.7506325375 |
| 2010-01-01 | 23.9826784025 |
| 2010-02-01 | 22.5116233716 |
| 2010-03-01 | 24.0302344682 |
| 2010-04-01 | 23.7694434198 |
| 2010-05-01 | 23.6587761092 |
| 2010-06-01 | 23.8959579346 |
| 2010-07-01 | 22.9982825553 |
| 2010-08-01 | 22.7035737657 |
| 2010-09-01 | 22.4643658761 |
| 2010-10-01 | 23.7621755998 |
| 2010-11-01 | 23.6470736728 |
| 2010-12-01 | 23.5880573952 |
| 2011-01-01 | 24.6150027774 |
| 2011-02-01 | 25.1250018135 |
| 2011-03-01 | 24.9819145946 |
| 2011-04-01 | 26.0235871807 |
| 2011-05-01 | 25.8662530641 |
| 2011-06-01 | 26.1664618722 |
| 2011-07-01 | 27.1586517272 |
| 2011-08-01 | 27.0289652496 |
| 2011-09-01 | 27.6522207696 |
| 2011-10-01 | 27.2928909134 |
| 2011-11-01 | 27.8566598337 |
| 2011-12-01 | 28.1712207005 |
| 2012-01-01 | 28.1579040455 |
| 2012-02-01 | 27.8908993200 |
| 2012-03-01 | 28.1829600115 |
| 2012-04-01 | 27.7088845724 |
| 2012-05-01 | 28.2435929659 |
| 2012-06-01 | 28.4234942358 |
| 2012-07-01 | 28.5527364831 |
| 2012-08-01 | 29.7386430466 |
| 2012-09-01 | 30.2519675604 |
| 2012-10-01 | 29.0435347246 |
| 2012-11-01 | 30.2643327782 |
| 2012-12-01 | 30.4480078419 |
| 2013-01-01 | 30.9774313184 |
| 2013-02-01 | 31.4381023329 |
| 2013-03-01 | 31.5555901944 |
| 2013-04-01 | 30.6882071156 |
| 2013-05-01 | 30.8962555413 |
| 2013-06-01 | 32.3117923667 |
| 2013-07-01 | 30.5344962898 |
| 2013-08-01 | 31.2571832243 |
| 2013-09-01 | 31.1779693253 |
| 2013-10-01 | 31.4626776753 |
| 2013-11-01 | 32.3528973854 |
| 2013-12-01 | 31.1892627285 |
| 2014-01-01 | 31.4213969624 |
| 2014-02-01 | 31.9276704006 |
| 2014-03-01 | 32.4444867054 |
| 2014-04-01 | 33.4660592912 |
| 2014-05-01 | 33.7450197203 |
| 2014-06-01 | 33.6617759102 |
| 2014-07-01 | 33.7830302351 |
| 2014-08-01 | 33.1512380205 |
| 2014-09-01 | 33.3540313540 |
| 2014-10-01 | 32.9534976484 |
| 2014-11-01 | 32.8431936299 |
| 2014-12-01 | 33.3268039415 |
| 2015-01-01 | 32.9153726013 |
| 2015-02-01 | 33.0160877249 |
| 2015-03-01 | 33.1242515212 |
| 2015-04-01 | 33.5302109710 |
| 2015-05-01 | 33.6125114498 |
| 2015-06-01 | 33.2496223115 |
| 2015-07-01 | 34.5556782446 |
| 2015-08-01 | 34.8321187686 |
| 2015-09-01 | 33.4283349735 |
| 2015-10-01 | 34.6634786636 |
| 2015-11-01 | 34.5340290531 |
| 2015-12-01 | 34.8202498997 |
| 2016-01-01 | 35.7488107298 |
| 2016-02-01 | 34.6548773781 |
| 2016-03-01 | 33.8571993797 |
| 2016-04-01 | 34.2848300079 |
| 2016-05-01 | 34.1799739071 |
| 2016-06-01 | 35.1652436451 |
| 2016-07-01 | 35.0335808187 |
| 2016-08-01 | 35.3865866069 |
| 2016-09-01 | 35.8578054169 |
| 2016-10-01 | 36.1364727393 |
| 2016-11-01 | 36.6397120336 |
| 2016-12-01 | 36.2015012443 |
| 2017-01-01 | 35.1363599446 |
| 2017-02-01 | 34.9230589350 |
| 2017-03-01 | 35.3486970617 |
| 2017-04-01 | 35.1056523239 |
| 2017-05-01 | 35.2803543348 |
| 2017-06-01 | 34.9670916964 |
| 2017-07-01 | 34.0876864730 |
| 2017-08-01 | 33.6092931918 |
| 2017-09-01 | 35.1134557481 |
| 2017-10-01 | 34.2307584092 |
| 2017-11-01 | 34.0944097595 |
| 2017-12-01 | 35.0185912344 |
| 2018-01-01 | 36.4847337575 |
| 2018-02-01 | 35.8168682306 |
| 2018-03-01 | 35.9302567277 |
| 2018-04-01 | 35.8289203839 |
| 2018-05-01 | 35.5232817004 |
| 2018-06-01 | 35.7207091949 |
| 2018-07-01 | 36.1168235906 |
| 2018-08-01 | 36.6428208097 |
| 2018-09-01 | 37.3413465106 |
| 2018-10-01 | 36.8384101397 |
| 2018-11-01 | 38.0400973274 |
| 2018-12-01 | 36.7140745720 |
| 2019-01-01 | 36.4394970404 |
| 2019-02-01 | 36.6142268719 |
| 2019-03-01 | 36.6642503620 |
| 2019-04-01 | 36.9165163176 |
| 2019-05-01 | 37.0055638908 |
| 2019-06-01 | 36.9471815351 |
| 2019-07-01 | 36.1754267062 |
| 2019-08-01 | 36.9918929032 |
| 2019-09-01 | 36.0643999636 |
| 2019-10-01 | 35.9319005985 |
| 2019-11-01 | 36.6615508001 |
| 2019-12-01 | 37.4039349819 |
| 2020-01-01 | 35.9917377560 |
| 2020-02-01 | 35.2525826665 |
| 2020-03-01 | 35.2803529068 |
| 2020-04-01 | 27.9034510357 |
| 2020-05-01 | 28.7523050556 |
| 2020-06-01 | 29.6246420565 |
| 2020-07-01 | 30.5275799758 |
| 2020-08-01 | 30.3667187339 |
| 2020-09-01 | 30.4293627868 |
| 2020-10-01 | 31.5284864033 |
| 2020-11-01 | 31.4766869363 |
| 2020-12-01 | 32.4170862428 |
| 2021-01-01 | 33.3103685061 |
| 2021-02-01 | 34.3733214438 |
| 2021-03-01 | 35.1211680062 |
| 2021-04-01 | 35.5889684469 |
| 2021-05-01 | 36.3836469998 |
| 2021-06-01 | 36.0571914393 |
| 2021-07-01 | 37.3534069192 |
| 2021-08-01 | 37.6513622537 |
| 2021-09-01 | 37.4709648710 |
| 2021-10-01 | 39.0939434647 |
| 2021-11-01 | 39.5927752527 |
| 2021-12-01 | 40.5674990420 |
| 2022-01-01 | 40.2536348516 |
| 2022-02-01 | 41.3735540295 |
| 2022-03-01 | 40.8840455277 |
| 2022-04-01 | 39.4085008348 |
| 2022-05-01 | 38.9694249515 |
| 2022-06-01 | 38.3344157820 |
| 2022-07-01 | 38.7408352761 |
| 2022-08-01 | 38.9467805854 |
| 2022-09-01 | 38.6637236210 |
| 2022-10-01 | 38.8700307105 |
| 2022-11-01 | 38.5174577086 |
| 2022-12-01 | 38.0671993036 |
| 2023-01-01 | 38.8763377060 |
| 2023-02-01 | 38.6556209389 |
| 2023-03-01 | 37.8691851483 |
| 2023-04-01 | 38.2049806423 |
| 2023-05-01 | 37.3317606950 |
| 2023-06-01 | 36.5407136127 |
| 2023-07-01 | 34.9073641526 |
| 2023-08-01 | 34.8201139515 |
| 2023-09-01 | 34.8178293048 |
| 2023-10-01 | 35.2276711866 |
| 2023-11-01 | 35.5374639103 |
| 2023-12-01 | 35.1674704452 |
| 2024-01-01 | 35.6294564307 |
| 2024-02-01 | 35.7421529268 |
| 2024-03-01 | 35.8329340696 |
| 2024-04-01 | 35.6194159233 |
| 2024-05-01 | 35.3377333632 |
| 2024-06-01 | 35.3912479479 |
| 2024-07-01 | 35.2893933745 |
| 2024-08-01 | 34.8996235487 |
| 2024-09-01 | 34.8798830657 |
| 2024-10-01 | 33.6901992283 |
| 2024-11-01 | 33.3951020315 |
| 2024-12-01 | 32.7959848419 |
| 2025-01-01 | 31.2226191948 |
| 2025-02-01 | 31.4056650904 |
| 2025-03-01 | 31.2288083717 |
| 2025-04-01 | 31.4492224844 |
| 2025-05-01 | 30.9687324717 |
| 2025-06-01 | 30.6243424141 |
| 2025-07-01 | 29.9033820107 |
| 2025-08-01 | 29.9011240234 |
| 2025-09-01 | 30.0657482095 |
| 2025-10-01 | 29.4312342421 |
| 2025-11-01 | 28.8552364002 |
| 2025-12-01 | 28.9723174379 |
| 2026-01-01 | 29.1424040715 |
| 2026-02-01 | 29.2920159228 |
| 2026-03-01 | 29.4471827797 |
| 2026-04-01 | 28.9691978329 |
| 2026-05-01 | 29.3507696830 |
| 2026-06-01 | 30.0266468504 |
| 2026-07-01 | 30.2481260045 |
| 2026-08-01 | 30.1138125604 |