Table Data - All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Richmond, VA (MSA)
| Title | All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Richmond, VA (MSA) |
|---|---|
| Series ID | SMU51400606054000001SA |
| 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 11:40 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 | 18.4470726986 |
| 1990-02-01 | 18.6225714210 |
| 1990-03-01 | 18.6489085416 |
| 1990-04-01 | 18.5071770233 |
| 1990-05-01 | 18.5423368895 |
| 1990-06-01 | 18.6674811206 |
| 1990-07-01 | 18.8907225749 |
| 1990-08-01 | 18.9626096166 |
| 1990-09-01 | 18.9258135248 |
| 1990-10-01 | 19.1018587778 |
| 1990-11-01 | 19.0962927975 |
| 1990-12-01 | 18.8994951597 |
| 1991-01-01 | 19.1380521485 |
| 1991-02-01 | 18.9083305325 |
| 1991-03-01 | 18.9419966710 |
| 1991-04-01 | 19.2089924106 |
| 1991-05-01 | 19.0529830307 |
| 1991-06-01 | 19.0816090523 |
| 1991-07-01 | 19.0773295698 |
| 1991-08-01 | 19.1673363089 |
| 1991-09-01 | 19.3280920448 |
| 1991-10-01 | 19.1235073746 |
| 1991-11-01 | 19.1041420402 |
| 1991-12-01 | 19.0845778780 |
| 1992-01-01 | 19.0250456404 |
| 1992-02-01 | 18.9849684613 |
| 1992-03-01 | 19.0301901680 |
| 1992-04-01 | 19.0053045739 |
| 1992-05-01 | 19.1629479626 |
| 1992-06-01 | 19.1175300884 |
| 1992-07-01 | 18.9597447188 |
| 1992-08-01 | 18.9702593245 |
| 1992-09-01 | 18.9339386270 |
| 1992-10-01 | 19.0675483314 |
| 1992-11-01 | 19.1127864741 |
| 1992-12-01 | 19.1533175048 |
| 1993-01-01 | 19.1140298717 |
| 1993-02-01 | 19.2496914584 |
| 1993-03-01 | 19.2119822411 |
| 1993-04-01 | 19.1963763167 |
| 1993-05-01 | 19.2738928729 |
| 1993-06-01 | 19.3695989946 |
| 1993-07-01 | 19.0263280261 |
| 1993-08-01 | 19.1794070338 |
| 1993-09-01 | 19.2574447722 |
| 1993-10-01 | 19.5172187064 |
| 1993-11-01 | 19.4148067189 |
| 1993-12-01 | 19.3269520839 |
| 1994-01-01 | 19.9004111045 |
| 1994-02-01 | 19.9024871628 |
| 1994-03-01 | 19.9790370876 |
| 1994-04-01 | 19.9842687758 |
| 1994-05-01 | 19.9942031383 |
| 1994-06-01 | 20.2270186932 |
| 1994-07-01 | 20.6903611490 |
| 1994-08-01 | 20.6869264617 |
| 1994-09-01 | 20.9999413110 |
| 1994-10-01 | 20.5521334308 |
| 1994-11-01 | 20.8260753301 |
| 1994-12-01 | 20.9114981619 |
| 1995-01-01 | 20.6771128399 |
| 1995-02-01 | 20.8578963933 |
| 1995-03-01 | 20.9405920852 |
| 1995-04-01 | 20.9655744120 |
| 1995-05-01 | 21.1235500934 |
| 1995-06-01 | 21.0704937894 |
| 1995-07-01 | 21.3492119998 |
| 1995-08-01 | 21.5994670968 |
| 1995-09-01 | 21.6457146263 |
| 1995-10-01 | 21.6758894973 |
| 1995-11-01 | 21.9425816331 |
| 1995-12-01 | 22.5215853373 |
| 1996-01-01 | 22.0448312384 |
| 1996-02-01 | 21.9258560297 |
| 1996-03-01 | 22.2021717530 |
| 1996-04-01 | 22.7340941188 |
| 1996-05-01 | 22.8510501307 |
| 1996-06-01 | 23.0881802269 |
| 1996-07-01 | 22.3249524529 |
| 1996-08-01 | 22.5045559700 |
| 1996-09-01 | 22.8929683747 |
| 1996-10-01 | 23.0865770603 |
| 1996-11-01 | 23.2722640942 |
| 1996-12-01 | 23.3453019778 |
| 1997-01-01 | 23.6130488149 |
| 1997-02-01 | 23.7146680023 |
| 1997-03-01 | 23.8877102150 |
| 1997-04-01 | 23.5893124647 |
| 1997-05-01 | 23.6516711267 |
| 1997-06-01 | 23.7563221778 |
| 1997-07-01 | 24.3217267943 |
| 1997-08-01 | 24.5228328690 |
| 1997-09-01 | 24.5283407075 |
| 1997-10-01 | 24.9982077200 |
| 1997-11-01 | 25.1097358990 |
| 1997-12-01 | 25.3689686125 |
| 1998-01-01 | 25.4927708848 |
| 1998-02-01 | 25.6234102382 |
| 1998-03-01 | 25.7841052211 |
| 1998-04-01 | 25.9415052058 |
| 1998-05-01 | 26.1387447401 |
| 1998-06-01 | 26.3998120117 |
| 1998-07-01 | 26.4244261711 |
| 1998-08-01 | 26.6251488131 |
| 1998-09-01 | 26.8659110059 |
| 1998-10-01 | 26.9106699386 |
| 1998-11-01 | 26.9560229001 |
| 1998-12-01 | 27.0789622769 |
| 1999-01-01 | 27.4896487267 |
| 1999-02-01 | 27.9476516113 |
| 1999-03-01 | 28.0936925381 |
| 1999-04-01 | 27.7952364274 |
| 1999-05-01 | 27.7086421752 |
| 1999-06-01 | 27.8306028393 |
| 1999-07-01 | 27.9369302535 |
| 1999-08-01 | 28.0334881225 |
| 1999-09-01 | 28.0760522188 |
| 1999-10-01 | 28.3422560633 |
| 1999-11-01 | 28.4895719271 |
| 1999-12-01 | 28.6687745041 |
| 2000-01-01 | 28.8980428268 |
| 2000-02-01 | 29.0797096171 |
| 2000-03-01 | 29.2072258390 |
| 2000-04-01 | 29.7529898134 |
| 2000-05-01 | 29.6791442626 |
| 2000-06-01 | 29.8901892369 |
| 2000-07-01 | 29.7479214038 |
| 2000-08-01 | 29.7339706020 |
| 2000-09-01 | 29.8881004059 |
| 2000-10-01 | 29.7722579391 |
| 2000-11-01 | 29.7989979431 |
| 2000-12-01 | 29.7318078387 |
| 2001-01-01 | 29.2177109256 |
| 2001-02-01 | 29.3003259723 |
| 2001-03-01 | 29.2177194255 |
| 2001-04-01 | 29.5276755507 |
| 2001-05-01 | 29.6650475719 |
| 2001-06-01 | 29.5782007099 |
| 2001-07-01 | 29.7692674506 |
| 2001-08-01 | 29.6489063431 |
| 2001-09-01 | 29.3903320956 |
| 2001-10-01 | 29.2887111319 |
| 2001-11-01 | 29.1745905437 |
| 2001-12-01 | 29.2757843467 |
| 2002-01-01 | 29.3297504152 |
| 2002-02-01 | 29.5111509063 |
| 2002-03-01 | 29.6150396218 |
| 2002-04-01 | 29.4217576596 |
| 2002-05-01 | 29.4959893543 |
| 2002-06-01 | 29.5045014003 |
| 2002-07-01 | 29.1783445823 |
| 2002-08-01 | 29.1615688615 |
| 2002-09-01 | 29.2008643857 |
| 2002-10-01 | 29.1837373654 |
| 2002-11-01 | 29.2270073105 |
| 2002-12-01 | 29.2152611474 |
| 2003-01-01 | 27.4432856315 |
| 2003-02-01 | 27.2877317126 |
| 2003-03-01 | 27.2989970277 |
| 2003-04-01 | 27.5456804014 |
| 2003-05-01 | 27.6601440439 |
| 2003-06-01 | 27.6512237479 |
| 2003-07-01 | 27.6853254431 |
| 2003-08-01 | 27.6767309339 |
| 2003-09-01 | 27.7969854314 |
| 2003-10-01 | 27.8663687302 |
| 2003-11-01 | 27.8716163930 |
| 2003-12-01 | 28.0769405828 |
| 2004-01-01 | 28.0309974798 |
| 2004-02-01 | 28.1477168762 |
| 2004-03-01 | 28.2926373552 |
| 2004-04-01 | 28.2734695549 |
| 2004-05-01 | 28.3458304311 |
| 2004-06-01 | 28.6074781394 |
| 2004-07-01 | 28.9751177331 |
| 2004-08-01 | 29.3789836688 |
| 2004-09-01 | 29.5979329736 |
| 2004-10-01 | 29.9433011311 |
| 2004-11-01 | 30.2313485181 |
| 2004-12-01 | 30.3630279064 |
| 2005-01-01 | 30.4114039156 |
| 2005-02-01 | 30.4868619403 |
| 2005-03-01 | 30.8893898792 |
| 2005-04-01 | 31.0088292174 |
| 2005-05-01 | 31.0158008988 |
| 2005-06-01 | 31.1604257030 |
| 2005-07-01 | 30.7657159549 |
| 2005-08-01 | 30.8763370749 |
| 2005-09-01 | 31.1961435518 |
| 2005-10-01 | 32.2257843604 |
| 2005-11-01 | 32.3995177588 |
| 2005-12-01 | 32.5706077940 |
| 2006-01-01 | 32.1831805778 |
| 2006-02-01 | 32.4387354218 |
| 2006-03-01 | 32.3912257989 |
| 2006-04-01 | 32.5313760819 |
| 2006-05-01 | 32.6608280892 |
| 2006-06-01 | 32.8042294982 |
| 2006-07-01 | 33.1510598043 |
| 2006-08-01 | 33.2726925783 |
| 2006-09-01 | 33.3927925394 |
| 2006-10-01 | 33.4198790785 |
| 2006-11-01 | 33.4840374882 |
| 2006-12-01 | 33.5999852214 |
| 2007-01-01 | 33.8528445468 |
| 2007-02-01 | 33.9032233975 |
| 2007-03-01 | 33.8967613154 |
| 2007-04-01 | 33.9340842698 |
| 2007-05-01 | 33.9590437205 |
| 2007-06-01 | 34.2525170724 |
| 2007-07-01 | 34.4445008343 |
| 2007-08-01 | 34.6665430107 |
| 2007-09-01 | 34.4959274590 |
| 2007-10-01 | 34.6147746498 |
| 2007-11-01 | 34.5838024462 |
| 2007-12-01 | 34.9364433859 |
| 2008-01-01 | 35.2131042155 |
| 2008-02-01 | 35.4964292110 |
| 2008-03-01 | 35.6057657470 |
| 2008-04-01 | 35.7075845458 |
| 2008-05-01 | 35.9448291292 |
| 2008-06-01 | 36.0025096959 |
| 2008-07-01 | 35.6366325681 |
| 2008-08-01 | 35.5498562882 |
| 2008-09-01 | 35.4051137135 |
| 2008-10-01 | 35.9147505703 |
| 2008-11-01 | 35.6884356869 |
| 2008-12-01 | 35.4601724509 |
| 2009-01-01 | 35.1911214835 |
| 2009-02-01 | 35.0068725314 |
| 2009-03-01 | 34.8224407509 |
| 2009-04-01 | 34.3725443952 |
| 2009-05-01 | 34.2095845254 |
| 2009-06-01 | 34.1453436346 |
| 2009-07-01 | 34.2363531495 |
| 2009-08-01 | 34.1334120207 |
| 2009-09-01 | 34.4213260332 |
| 2009-10-01 | 34.2056546933 |
| 2009-11-01 | 34.2749494243 |
| 2009-12-01 | 34.1762709054 |
| 2010-01-01 | 34.2961493309 |
| 2010-02-01 | 34.1288383369 |
| 2010-03-01 | 34.2315685827 |
| 2010-04-01 | 34.5462956394 |
| 2010-05-01 | 34.5948213075 |
| 2010-06-01 | 34.3755284009 |
| 2010-07-01 | 35.4251656348 |
| 2010-08-01 | 35.5081380521 |
| 2010-09-01 | 35.4282588426 |
| 2010-10-01 | 35.6888506175 |
| 2010-11-01 | 35.6562197706 |
| 2010-12-01 | 35.9879032869 |
| 2011-01-01 | 36.3253610761 |
| 2011-02-01 | 36.5514060051 |
| 2011-03-01 | 36.8663861743 |
| 2011-04-01 | 37.1281402457 |
| 2011-05-01 | 37.0722475896 |
| 2011-06-01 | 37.2870936892 |
| 2011-07-01 | 37.5123686065 |
| 2011-08-01 | 37.6756139219 |
| 2011-09-01 | 37.6341035649 |
| 2011-10-01 | 37.5632786264 |
| 2011-11-01 | 37.7455292434 |
| 2011-12-01 | 37.7911028035 |
| 2012-01-01 | 37.6634603892 |
| 2012-02-01 | 37.6669115481 |
| 2012-03-01 | 37.3993978403 |
| 2012-04-01 | 37.6343050869 |
| 2012-05-01 | 37.8733920141 |
| 2012-06-01 | 37.9920025981 |
| 2012-07-01 | 37.8849153344 |
| 2012-08-01 | 37.8307336885 |
| 2012-09-01 | 37.7379989232 |
| 2012-10-01 | 38.4338513063 |
| 2012-11-01 | 38.3421177698 |
| 2012-12-01 | 38.1822149531 |
| 2013-01-01 | 38.3089565026 |
| 2013-02-01 | 38.3645212290 |
| 2013-03-01 | 38.5385106441 |
| 2013-04-01 | 38.2682660970 |
| 2013-05-01 | 38.1656397832 |
| 2013-06-01 | 38.1836600599 |
| 2013-07-01 | 38.2571847475 |
| 2013-08-01 | 38.4144258516 |
| 2013-09-01 | 38.3506545843 |
| 2013-10-01 | 38.4033686483 |
| 2013-11-01 | 38.2174926882 |
| 2013-12-01 | 37.8717555148 |
| 2014-01-01 | 38.3487166085 |
| 2014-02-01 | 38.4432114246 |
| 2014-03-01 | 38.4621448273 |
| 2014-04-01 | 38.7197601429 |
| 2014-05-01 | 38.6800007095 |
| 2014-06-01 | 38.6734505534 |
| 2014-07-01 | 38.4274712495 |
| 2014-08-01 | 38.4103757107 |
| 2014-09-01 | 38.3653569142 |
| 2014-10-01 | 38.1792069948 |
| 2014-11-01 | 38.1930453731 |
| 2014-12-01 | 38.3588568745 |
| 2015-01-01 | 38.3681359989 |
| 2015-02-01 | 38.4207186894 |
| 2015-03-01 | 38.3864212003 |
| 2015-04-01 | 38.9667763039 |
| 2015-05-01 | 39.3728741782 |
| 2015-06-01 | 39.4561863774 |
| 2015-07-01 | 40.1079067204 |
| 2015-08-01 | 40.4336090925 |
| 2015-09-01 | 40.7003822848 |
| 2015-10-01 | 40.9607605933 |
| 2015-11-01 | 40.9626532055 |
| 2015-12-01 | 41.1583261267 |
| 2016-01-01 | 41.1571667296 |
| 2016-02-01 | 41.3007714798 |
| 2016-03-01 | 41.5020657198 |
| 2016-04-01 | 41.0994785992 |
| 2016-05-01 | 41.0694936477 |
| 2016-06-01 | 41.0355371151 |
| 2016-07-01 | 41.2900282176 |
| 2016-08-01 | 41.2597248496 |
| 2016-09-01 | 41.3515518655 |
| 2016-10-01 | 41.5446100736 |
| 2016-11-01 | 41.9353253421 |
| 2016-12-01 | 41.8769650227 |
| 2017-01-01 | 41.9254031172 |
| 2017-02-01 | 42.1827455607 |
| 2017-03-01 | 42.1222112484 |
| 2017-04-01 | 42.2242380755 |
| 2017-05-01 | 42.1447994633 |
| 2017-06-01 | 42.5096998385 |
| 2017-07-01 | 42.3716249256 |
| 2017-08-01 | 42.4985789942 |
| 2017-09-01 | 42.5075563950 |
| 2017-10-01 | 42.3267621320 |
| 2017-11-01 | 42.4021816664 |
| 2017-12-01 | 42.6189944815 |
| 2018-01-01 | 42.4870294948 |
| 2018-02-01 | 42.4824484518 |
| 2018-03-01 | 42.6419615319 |
| 2018-04-01 | 42.5328629495 |
| 2018-05-01 | 42.8299206849 |
| 2018-06-01 | 42.9757617044 |
| 2018-07-01 | 42.4497136282 |
| 2018-08-01 | 42.6080774579 |
| 2018-09-01 | 42.4512928423 |
| 2018-10-01 | 43.0041026904 |
| 2018-11-01 | 43.0992505602 |
| 2018-12-01 | 42.8660311132 |
| 2019-01-01 | 43.3569666431 |
| 2019-02-01 | 43.4088845427 |
| 2019-03-01 | 43.4760753137 |
| 2019-04-01 | 43.6236633439 |
| 2019-05-01 | 43.6025928715 |
| 2019-06-01 | 43.7460811197 |
| 2019-07-01 | 43.8184655436 |
| 2019-08-01 | 43.8915872649 |
| 2019-09-01 | 43.8607623141 |
| 2019-10-01 | 44.0876260350 |
| 2019-11-01 | 44.2189802404 |
| 2019-12-01 | 44.2284256757 |
| 2020-01-01 | 44.5490754796 |
| 2020-02-01 | 44.6478702601 |
| 2020-03-01 | 44.6136714797 |
| 2020-04-01 | 42.8067155593 |
| 2020-05-01 | 42.9842526976 |
| 2020-06-01 | 42.7044811563 |
| 2020-07-01 | 43.0776648417 |
| 2020-08-01 | 43.1454818812 |
| 2020-09-01 | 43.3420808698 |
| 2020-10-01 | 43.5794809052 |
| 2020-11-01 | 43.7638105307 |
| 2020-12-01 | 44.0053674537 |
| 2021-01-01 | 44.0555939537 |
| 2021-02-01 | 44.0785365767 |
| 2021-03-01 | 44.5542698801 |
| 2021-04-01 | 44.5991371295 |
| 2021-05-01 | 44.7615184284 |
| 2021-06-01 | 44.9587117212 |
| 2021-07-01 | 45.2435376953 |
| 2021-08-01 | 45.3842306804 |
| 2021-09-01 | 45.4940196274 |
| 2021-10-01 | 45.8855731143 |
| 2021-11-01 | 46.5110099573 |
| 2021-12-01 | 46.3783721490 |
| 2022-01-01 | 45.8861305678 |
| 2022-02-01 | 46.5098649737 |
| 2022-03-01 | 46.6849737636 |
| 2022-04-01 | 47.0946196939 |
| 2022-05-01 | 47.1451932223 |
| 2022-06-01 | 47.3032696786 |
| 2022-07-01 | 48.1134063172 |
| 2022-08-01 | 47.9266285448 |
| 2022-09-01 | 48.0342438327 |
| 2022-10-01 | 47.9155922659 |
| 2022-11-01 | 47.8425526012 |
| 2022-12-01 | 47.7287990606 |
| 2023-01-01 | 47.9212902097 |
| 2023-02-01 | 48.1476804166 |
| 2023-03-01 | 48.1186417111 |
| 2023-04-01 | 48.0926153144 |
| 2023-05-01 | 48.1313252160 |
| 2023-06-01 | 48.2504555420 |
| 2023-07-01 | 47.8770670968 |
| 2023-08-01 | 47.7930296155 |
| 2023-09-01 | 47.7773150156 |
| 2023-10-01 | 47.7440742785 |
| 2023-11-01 | 47.6533475025 |
| 2023-12-01 | 47.8626446490 |
| 2024-01-01 | 48.4598920810 |
| 2024-02-01 | 48.4881558371 |
| 2024-03-01 | 48.5474850227 |
| 2024-04-01 | 48.4894914053 |
| 2024-05-01 | 48.7229183408 |
| 2024-06-01 | 48.9045613218 |
| 2024-07-01 | 48.8338243169 |
| 2024-08-01 | 49.2842385219 |
| 2024-09-01 | 49.3447538557 |
| 2024-10-01 | 49.4698943108 |
| 2024-11-01 | 49.4424577771 |
| 2024-12-01 | 49.5813115720 |
| 2025-01-01 | 49.5807545412 |
| 2025-02-01 | 49.6205556879 |
| 2025-03-01 | 49.7771166751 |
| 2025-04-01 | 49.8912237121 |
| 2025-05-01 | 49.9225322441 |
| 2025-06-01 | 49.5718756831 |
| 2025-07-01 | 49.7976014666 |
| 2025-08-01 | 49.6861652394 |
| 2025-09-01 | 49.7301974258 |
| 2025-10-01 | 49.4796100083 |
| 2025-11-01 | 49.7276052899 |
| 2025-12-01 | 49.6760627986 |
| 2026-01-01 | 49.2993304424 |
| 2026-02-01 | 48.7555360047 |
| 2026-03-01 | 48.7928565098 |
| 2026-04-01 | 49.1911711574 |
| 2026-05-01 | 49.1217354547 |
| 2026-06-01 | 49.4639338121 |
| 2026-07-01 | 49.5631601066 |
| 2026-08-01 | 49.2927311360 |