Table Data - All Employees: Professional and Business Services: Employment Services in Virginia
| Title | All Employees: Professional and Business Services: Employment Services in Virginia |
|---|---|
| Series ID | SMU51000006056130001SA |
| 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 11:43 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 | 34.0404901663 |
| 1990-02-01 | 34.5952940344 |
| 1990-03-01 | 34.2091051502 |
| 1990-04-01 | 34.9931618716 |
| 1990-05-01 | 34.6964220949 |
| 1990-06-01 | 34.2578663037 |
| 1990-07-01 | 33.5204015838 |
| 1990-08-01 | 33.6637052133 |
| 1990-09-01 | 33.4980881546 |
| 1990-10-01 | 33.3245586508 |
| 1990-11-01 | 32.7266389271 |
| 1990-12-01 | 33.0355597964 |
| 1991-01-01 | 31.5256645035 |
| 1991-02-01 | 30.4176294963 |
| 1991-03-01 | 30.8269676980 |
| 1991-04-01 | 30.9949110574 |
| 1991-05-01 | 32.0290937171 |
| 1991-06-01 | 32.4224082672 |
| 1991-07-01 | 31.9446495602 |
| 1991-08-01 | 32.0372223944 |
| 1991-09-01 | 31.9180454205 |
| 1991-10-01 | 32.7759709004 |
| 1991-11-01 | 32.6584961657 |
| 1991-12-01 | 33.3321627485 |
| 1992-01-01 | 34.7479734379 |
| 1992-02-01 | 34.8408152968 |
| 1992-03-01 | 36.5383200935 |
| 1992-04-01 | 36.3934006774 |
| 1992-05-01 | 34.9431328763 |
| 1992-06-01 | 35.7035364976 |
| 1992-07-01 | 37.8996216277 |
| 1992-08-01 | 37.2882966913 |
| 1992-09-01 | 38.1814792634 |
| 1992-10-01 | 37.3824818279 |
| 1992-11-01 | 38.9096932280 |
| 1992-12-01 | 38.9239336305 |
| 1993-01-01 | 38.7228499414 |
| 1993-02-01 | 39.3574228171 |
| 1993-03-01 | 38.7835822089 |
| 1993-04-01 | 38.6633985768 |
| 1993-05-01 | 37.9250511123 |
| 1993-06-01 | 39.3126786647 |
| 1993-07-01 | 40.0847366578 |
| 1993-08-01 | 40.0672033245 |
| 1993-09-01 | 40.2643652726 |
| 1993-10-01 | 41.1931859502 |
| 1993-11-01 | 41.9049057682 |
| 1993-12-01 | 41.9319013438 |
| 1994-01-01 | 42.1172197616 |
| 1994-02-01 | 42.9462237799 |
| 1994-03-01 | 44.2100353046 |
| 1994-04-01 | 44.5333925630 |
| 1994-05-01 | 45.1528473180 |
| 1994-06-01 | 46.0012790870 |
| 1994-07-01 | 47.4237470131 |
| 1994-08-01 | 48.5140099585 |
| 1994-09-01 | 49.4316948626 |
| 1994-10-01 | 49.2396950290 |
| 1994-11-01 | 48.8115707128 |
| 1994-12-01 | 50.2012407374 |
| 1995-01-01 | 51.1968324438 |
| 1995-02-01 | 52.1239075513 |
| 1995-03-01 | 52.9066875599 |
| 1995-04-01 | 53.3014232411 |
| 1995-05-01 | 54.4269863383 |
| 1995-06-01 | 55.7421369513 |
| 1995-07-01 | 53.4042001147 |
| 1995-08-01 | 54.4159085355 |
| 1995-09-01 | 53.3135206915 |
| 1995-10-01 | 56.2236996327 |
| 1995-11-01 | 56.4786197813 |
| 1995-12-01 | 57.6098394161 |
| 1996-01-01 | 55.3475849665 |
| 1996-02-01 | 58.1877762050 |
| 1996-03-01 | 58.9586700906 |
| 1996-04-01 | 59.9878883427 |
| 1996-05-01 | 61.1147048498 |
| 1996-06-01 | 61.7194580297 |
| 1996-07-01 | 62.5369696255 |
| 1996-08-01 | 63.4447659303 |
| 1996-09-01 | 63.8090838772 |
| 1996-10-01 | 65.0141775642 |
| 1996-11-01 | 65.2377746312 |
| 1996-12-01 | 65.8704741638 |
| 1997-01-01 | 67.0673774061 |
| 1997-02-01 | 66.9112881595 |
| 1997-03-01 | 67.0931206578 |
| 1997-04-01 | 70.1242833045 |
| 1997-05-01 | 69.3028605808 |
| 1997-06-01 | 70.2074505120 |
| 1997-07-01 | 70.2307060717 |
| 1997-08-01 | 70.3892792907 |
| 1997-09-01 | 71.1912313103 |
| 1997-10-01 | 69.9631761102 |
| 1997-11-01 | 70.9687876648 |
| 1997-12-01 | 72.1851150065 |
| 1998-01-01 | 74.5802463502 |
| 1998-02-01 | 74.3883470537 |
| 1998-03-01 | 73.7964737701 |
| 1998-04-01 | 77.2865654528 |
| 1998-05-01 | 77.4155307279 |
| 1998-06-01 | 77.0883256594 |
| 1998-07-01 | 78.0251971564 |
| 1998-08-01 | 78.5894439458 |
| 1998-09-01 | 79.5053267598 |
| 1998-10-01 | 79.7969835036 |
| 1998-11-01 | 81.1980260044 |
| 1998-12-01 | 81.6859418023 |
| 1999-01-01 | 80.6144819234 |
| 1999-02-01 | 81.3472836694 |
| 1999-03-01 | 81.2033273273 |
| 1999-04-01 | 79.1986359768 |
| 1999-05-01 | 79.6293941861 |
| 1999-06-01 | 80.4711682714 |
| 1999-07-01 | 79.8063876539 |
| 1999-08-01 | 80.3973253176 |
| 1999-09-01 | 79.4775745471 |
| 1999-10-01 | 82.2072199870 |
| 1999-11-01 | 82.5951961922 |
| 1999-12-01 | 82.3979295469 |
| 2000-01-01 | 83.9919677318 |
| 2000-02-01 | 83.9165512218 |
| 2000-03-01 | 84.6512228310 |
| 2000-04-01 | 83.3887298317 |
| 2000-05-01 | 82.1463670831 |
| 2000-06-01 | 82.6983681223 |
| 2000-07-01 | 82.4754946433 |
| 2000-08-01 | 81.4336754674 |
| 2000-09-01 | 81.0999074055 |
| 2000-10-01 | 81.5649201486 |
| 2000-11-01 | 81.5109570730 |
| 2000-12-01 | 81.8684213855 |
| 2001-01-01 | 77.6774781652 |
| 2001-02-01 | 75.7630963509 |
| 2001-03-01 | 74.6549791496 |
| 2001-04-01 | 73.0541324753 |
| 2001-05-01 | 72.9239013333 |
| 2001-06-01 | 72.2612597642 |
| 2001-07-01 | 71.1571534608 |
| 2001-08-01 | 70.9062018253 |
| 2001-09-01 | 69.7550831662 |
| 2001-10-01 | 67.1939373256 |
| 2001-11-01 | 66.0219044686 |
| 2001-12-01 | 66.5561792569 |
| 2002-01-01 | 66.3636796724 |
| 2002-02-01 | 67.2144303434 |
| 2002-03-01 | 66.8652827592 |
| 2002-04-01 | 68.1600019124 |
| 2002-05-01 | 67.7936278723 |
| 2002-06-01 | 67.6464043415 |
| 2002-07-01 | 67.7463850559 |
| 2002-08-01 | 66.6736368330 |
| 2002-09-01 | 66.8366514109 |
| 2002-10-01 | 63.2742019808 |
| 2002-11-01 | 63.1581513551 |
| 2002-12-01 | 63.0264504922 |
| 2003-01-01 | 62.5151255437 |
| 2003-02-01 | 61.7063083008 |
| 2003-03-01 | 62.6478007684 |
| 2003-04-01 | 61.4660620115 |
| 2003-05-01 | 61.4218893265 |
| 2003-06-01 | 60.9848994393 |
| 2003-07-01 | 60.6235740029 |
| 2003-08-01 | 61.3340709843 |
| 2003-09-01 | 61.7029493444 |
| 2003-10-01 | 63.6114946202 |
| 2003-11-01 | 64.5984093479 |
| 2003-12-01 | 63.8710628830 |
| 2004-01-01 | 64.6175516861 |
| 2004-02-01 | 64.9650852851 |
| 2004-03-01 | 64.0833863480 |
| 2004-04-01 | 64.8979801925 |
| 2004-05-01 | 65.2264668833 |
| 2004-06-01 | 65.5763793088 |
| 2004-07-01 | 66.5302319111 |
| 2004-08-01 | 67.0815110019 |
| 2004-09-01 | 65.5834878894 |
| 2004-10-01 | 67.1465597620 |
| 2004-11-01 | 66.8564256805 |
| 2004-12-01 | 67.8054090425 |
| 2005-01-01 | 67.6553008690 |
| 2005-02-01 | 68.0228621640 |
| 2005-03-01 | 67.2804394738 |
| 2005-04-01 | 68.1578201559 |
| 2005-05-01 | 68.1614046670 |
| 2005-06-01 | 67.6489459101 |
| 2005-07-01 | 68.2732988219 |
| 2005-08-01 | 68.2756161650 |
| 2005-09-01 | 69.1134944917 |
| 2005-10-01 | 68.3833644734 |
| 2005-11-01 | 67.6313606726 |
| 2005-12-01 | 67.8000137411 |
| 2006-01-01 | 68.7304894874 |
| 2006-02-01 | 68.9736384253 |
| 2006-03-01 | 69.6218748837 |
| 2006-04-01 | 68.3193898165 |
| 2006-05-01 | 69.8141669621 |
| 2006-06-01 | 70.0728955172 |
| 2006-07-01 | 70.2189913495 |
| 2006-08-01 | 69.6530778066 |
| 2006-09-01 | 69.8325111028 |
| 2006-10-01 | 69.4307875677 |
| 2006-11-01 | 70.2153797257 |
| 2006-12-01 | 70.5186553048 |
| 2007-01-01 | 70.8766789419 |
| 2007-02-01 | 70.6972467810 |
| 2007-03-01 | 71.5472287216 |
| 2007-04-01 | 70.5691318531 |
| 2007-05-01 | 70.8465363083 |
| 2007-06-01 | 70.7162678517 |
| 2007-07-01 | 70.2330803225 |
| 2007-08-01 | 68.9866303645 |
| 2007-09-01 | 68.5181827643 |
| 2007-10-01 | 68.5384886483 |
| 2007-11-01 | 68.1378983823 |
| 2007-12-01 | 68.0534568413 |
| 2008-01-01 | 67.4112729738 |
| 2008-02-01 | 66.5689363889 |
| 2008-03-01 | 65.5653953914 |
| 2008-04-01 | 65.1060018614 |
| 2008-05-01 | 64.2805259054 |
| 2008-06-01 | 64.6778045171 |
| 2008-07-01 | 63.4382745286 |
| 2008-08-01 | 64.0504722076 |
| 2008-09-01 | 62.9036590496 |
| 2008-10-01 | 61.1605406839 |
| 2008-11-01 | 59.0394959456 |
| 2008-12-01 | 57.4691867882 |
| 2009-01-01 | 53.8952915969 |
| 2009-02-01 | 53.2225682507 |
| 2009-03-01 | 52.3897592921 |
| 2009-04-01 | 50.0156115536 |
| 2009-05-01 | 49.5851721637 |
| 2009-06-01 | 49.2780857595 |
| 2009-07-01 | 48.2686424183 |
| 2009-08-01 | 48.5785130940 |
| 2009-09-01 | 48.8203173311 |
| 2009-10-01 | 49.8376894094 |
| 2009-11-01 | 51.1762284059 |
| 2009-12-01 | 52.2470882822 |
| 2010-01-01 | 51.1502984070 |
| 2010-02-01 | 50.7127814169 |
| 2010-03-01 | 51.8292648042 |
| 2010-04-01 | 54.0414847680 |
| 2010-05-01 | 54.7602409217 |
| 2010-06-01 | 55.1312608426 |
| 2010-07-01 | 57.0505109206 |
| 2010-08-01 | 57.0569462362 |
| 2010-09-01 | 57.7419072653 |
| 2010-10-01 | 58.1999413997 |
| 2010-11-01 | 58.6202330493 |
| 2010-12-01 | 58.1881688383 |
| 2011-01-01 | 58.7609940379 |
| 2011-02-01 | 59.8518919527 |
| 2011-03-01 | 60.1675890248 |
| 2011-04-01 | 60.4857629285 |
| 2011-05-01 | 59.6986215490 |
| 2011-06-01 | 59.0387175867 |
| 2011-07-01 | 59.3828171572 |
| 2011-08-01 | 59.1546315762 |
| 2011-09-01 | 60.2533721409 |
| 2011-10-01 | 58.9671451730 |
| 2011-11-01 | 58.0496862151 |
| 2011-12-01 | 57.6688636059 |
| 2012-01-01 | 59.0438533713 |
| 2012-02-01 | 59.8642458337 |
| 2012-03-01 | 60.5517287268 |
| 2012-04-01 | 59.5582606770 |
| 2012-05-01 | 60.1273689453 |
| 2012-06-01 | 59.9670812979 |
| 2012-07-01 | 61.0326939341 |
| 2012-08-01 | 61.8652007231 |
| 2012-09-01 | 62.4754809644 |
| 2012-10-01 | 62.6605285894 |
| 2012-11-01 | 61.2001731125 |
| 2012-12-01 | 61.5614358564 |
| 2013-01-01 | 64.1119852297 |
| 2013-02-01 | 64.7243899753 |
| 2013-03-01 | 64.3511785233 |
| 2013-04-01 | 64.7581695063 |
| 2013-05-01 | 64.5792116640 |
| 2013-06-01 | 65.8766630494 |
| 2013-07-01 | 64.5987247787 |
| 2013-08-01 | 65.5616215946 |
| 2013-09-01 | 64.6326077302 |
| 2013-10-01 | 64.0683032896 |
| 2013-11-01 | 67.0941042007 |
| 2013-12-01 | 65.6786405176 |
| 2014-01-01 | 65.7134367938 |
| 2014-02-01 | 64.5299526753 |
| 2014-03-01 | 65.1518968331 |
| 2014-04-01 | 66.9108406063 |
| 2014-05-01 | 67.3059397712 |
| 2014-06-01 | 66.6927917117 |
| 2014-07-01 | 67.5821282367 |
| 2014-08-01 | 67.1373982951 |
| 2014-09-01 | 67.2918271161 |
| 2014-10-01 | 67.3400455644 |
| 2014-11-01 | 70.3517991828 |
| 2014-12-01 | 70.1192043853 |
| 2015-01-01 | 69.7293913463 |
| 2015-02-01 | 69.0320914286 |
| 2015-03-01 | 69.4940848811 |
| 2015-04-01 | 69.5664609867 |
| 2015-05-01 | 71.3173460494 |
| 2015-06-01 | 71.7362336388 |
| 2015-07-01 | 71.8315021599 |
| 2015-08-01 | 71.1860582431 |
| 2015-09-01 | 72.1435430073 |
| 2015-10-01 | 74.6141359771 |
| 2015-11-01 | 75.9325028369 |
| 2015-12-01 | 75.3567204369 |
| 2016-01-01 | 70.4255094844 |
| 2016-02-01 | 71.3168577481 |
| 2016-03-01 | 70.5414405726 |
| 2016-04-01 | 69.8277421486 |
| 2016-05-01 | 68.7008779342 |
| 2016-06-01 | 69.1671465548 |
| 2016-07-01 | 69.3871766012 |
| 2016-08-01 | 70.1375942045 |
| 2016-09-01 | 72.1175164852 |
| 2016-10-01 | 71.1778624776 |
| 2016-11-01 | 70.4561524039 |
| 2016-12-01 | 72.2261118509 |
| 2017-01-01 | 69.1720520739 |
| 2017-02-01 | 72.1232163023 |
| 2017-03-01 | 72.0842683960 |
| 2017-04-01 | 72.5635285717 |
| 2017-05-01 | 73.5129182280 |
| 2017-06-01 | 73.8378537726 |
| 2017-07-01 | 73.0458373200 |
| 2017-08-01 | 73.1671951261 |
| 2017-09-01 | 74.7282955673 |
| 2017-10-01 | 71.4619909854 |
| 2017-11-01 | 72.4533444922 |
| 2017-12-01 | 72.8911504266 |
| 2018-01-01 | 74.2240878734 |
| 2018-02-01 | 76.3910691523 |
| 2018-03-01 | 77.0118600498 |
| 2018-04-01 | 77.2836326264 |
| 2018-05-01 | 77.2774258615 |
| 2018-06-01 | 77.2348703543 |
| 2018-07-01 | 78.5313423896 |
| 2018-08-01 | 78.5154774441 |
| 2018-09-01 | 77.9654470833 |
| 2018-10-01 | 78.6608580403 |
| 2018-11-01 | 79.6684203163 |
| 2018-12-01 | 78.3484693257 |
| 2019-01-01 | 77.8099173913 |
| 2019-02-01 | 77.3124875065 |
| 2019-03-01 | 77.3398141225 |
| 2019-04-01 | 78.7533211822 |
| 2019-05-01 | 79.9195800074 |
| 2019-06-01 | 81.0684897767 |
| 2019-07-01 | 80.3156249644 |
| 2019-08-01 | 80.7695039667 |
| 2019-09-01 | 81.0922442394 |
| 2019-10-01 | 81.5036774345 |
| 2019-11-01 | 82.4547850933 |
| 2019-12-01 | 80.9318216061 |
| 2020-01-01 | 81.1399544308 |
| 2020-02-01 | 81.0853572409 |
| 2020-03-01 | 80.0832835781 |
| 2020-04-01 | 67.7210924197 |
| 2020-05-01 | 67.3505898660 |
| 2020-06-01 | 66.8381704317 |
| 2020-07-01 | 68.9966767832 |
| 2020-08-01 | 70.9724839820 |
| 2020-09-01 | 71.5948033980 |
| 2020-10-01 | 74.1358726163 |
| 2020-11-01 | 74.3787563532 |
| 2020-12-01 | 76.3140617795 |
| 2021-01-01 | 78.1573380421 |
| 2021-02-01 | 79.4113524782 |
| 2021-03-01 | 80.8310735110 |
| 2021-04-01 | 80.4503598944 |
| 2021-05-01 | 81.3330324114 |
| 2021-06-01 | 79.9106514481 |
| 2021-07-01 | 81.9033194350 |
| 2021-08-01 | 82.2009743719 |
| 2021-09-01 | 82.3263074797 |
| 2021-10-01 | 85.0795814305 |
| 2021-11-01 | 86.0935824032 |
| 2021-12-01 | 87.1645686740 |
| 2022-01-01 | 88.4563471566 |
| 2022-02-01 | 91.0243189818 |
| 2022-03-01 | 89.1508112918 |
| 2022-04-01 | 89.3025403898 |
| 2022-05-01 | 89.0524554322 |
| 2022-06-01 | 88.1707975840 |
| 2022-07-01 | 88.9991913338 |
| 2022-08-01 | 87.7687690185 |
| 2022-09-01 | 87.6054852201 |
| 2022-10-01 | 85.6129459745 |
| 2022-11-01 | 85.1549657777 |
| 2022-12-01 | 84.4818480553 |
| 2023-01-01 | 85.2174872848 |
| 2023-02-01 | 86.4888404632 |
| 2023-03-01 | 84.6555368720 |
| 2023-04-01 | 84.4093019382 |
| 2023-05-01 | 83.2629475877 |
| 2023-06-01 | 83.0212374604 |
| 2023-07-01 | 82.3502124580 |
| 2023-08-01 | 81.6951542465 |
| 2023-09-01 | 81.6377623392 |
| 2023-10-01 | 79.8590344214 |
| 2023-11-01 | 79.6140013506 |
| 2023-12-01 | 79.1179498235 |
| 2024-01-01 | 76.8278670745 |
| 2024-02-01 | 77.7053571536 |
| 2024-03-01 | 77.6851748282 |
| 2024-04-01 | 76.7734527707 |
| 2024-05-01 | 76.2736288216 |
| 2024-06-01 | 75.7041782899 |
| 2024-07-01 | 75.5698819831 |
| 2024-08-01 | 74.6370632869 |
| 2024-09-01 | 74.2036126929 |
| 2024-10-01 | 74.2379102634 |
| 2024-11-01 | 73.7270987357 |
| 2024-12-01 | 72.7092723103 |
| 2025-01-01 | 74.2213653041 |
| 2025-02-01 | 74.6029125022 |
| 2025-03-01 | 74.2916380485 |
| 2025-04-01 | 74.5144387160 |
| 2025-05-01 | 74.0637884596 |
| 2025-06-01 | 73.3023101175 |
| 2025-07-01 | 73.0812005434 |
| 2025-08-01 | 72.6400893099 |
| 2025-09-01 | 72.6608240404 |
| 2025-10-01 | 72.8037754692 |
| 2025-11-01 | 73.6548032787 |
| 2025-12-01 | 72.3954189455 |
| 2026-01-01 | 71.2756441840 |
| 2026-02-01 | 71.3110122565 |
| 2026-03-01 | 71.8483149428 |
| 2026-04-01 | 71.9547947478 |
| 2026-05-01 | 73.3849210841 |
| 2026-06-01 | 74.6630011018 |
| 2026-07-01 | 74.3497601096 |
| 2026-08-01 | 75.9001405912 |