Table Data - All Employees: Professional and Business Services: Computer Systems Design and Related Services in Virginia
| Title | All Employees: Professional and Business Services: Computer Systems Design and Related Services in Virginia |
|---|---|
| Series ID | SMU51000006054150001SA |
| 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 9:39 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 | 44.1910493378496 |
| 1990-02-01 | 44.4681714778221 |
| 1990-03-01 | 44.6381778429441 |
| 1990-04-01 | 44.8154461758152 |
| 1990-05-01 | 44.9494649565867 |
| 1990-06-01 | 45.0351720769550 |
| 1990-07-01 | 45.6852356774034 |
| 1990-08-01 | 45.9717304159396 |
| 1990-09-01 | 46.0029572673436 |
| 1990-10-01 | 44.8297600371420 |
| 1990-11-01 | 44.7736562969504 |
| 1990-12-01 | 44.6993468150170 |
| 1991-01-01 | 42.9658018898891 |
| 1991-02-01 | 43.3442698632268 |
| 1991-03-01 | 43.5331528052565 |
| 1991-04-01 | 43.5744572591194 |
| 1991-05-01 | 43.6144999432592 |
| 1991-06-01 | 43.7051181938264 |
| 1991-07-01 | 43.6081192599806 |
| 1991-08-01 | 43.8221530056826 |
| 1991-09-01 | 44.1433418493528 |
| 1991-10-01 | 44.3657037340631 |
| 1991-11-01 | 44.4420121116500 |
| 1991-12-01 | 44.6161946921342 |
| 1992-01-01 | 44.4022076728520 |
| 1992-02-01 | 44.7069931005580 |
| 1992-03-01 | 44.7314947856488 |
| 1992-04-01 | 44.6794550914818 |
| 1992-05-01 | 44.8461519565334 |
| 1992-06-01 | 45.1397812495698 |
| 1992-07-01 | 45.6520977613868 |
| 1992-08-01 | 46.1098367248498 |
| 1992-09-01 | 46.5261767117203 |
| 1992-10-01 | 46.9228956695113 |
| 1992-11-01 | 47.4284004200422 |
| 1992-12-01 | 47.7213661708970 |
| 1993-01-01 | 48.5392484179717 |
| 1993-02-01 | 48.8689908875425 |
| 1993-03-01 | 49.0255534595658 |
| 1993-04-01 | 48.9595340849277 |
| 1993-05-01 | 49.3548345621122 |
| 1993-06-01 | 49.5786877039517 |
| 1993-07-01 | 48.7136803507005 |
| 1993-08-01 | 49.1792195966350 |
| 1993-09-01 | 49.7343022207508 |
| 1993-10-01 | 50.5885742678156 |
| 1993-11-01 | 50.8566017923631 |
| 1993-12-01 | 51.7444033097024 |
| 1994-01-01 | 47.6880687993178 |
| 1994-02-01 | 48.1420854416094 |
| 1994-03-01 | 48.3913982960615 |
| 1994-04-01 | 48.9974592870889 |
| 1994-05-01 | 49.1708681934470 |
| 1994-06-01 | 49.6171141454570 |
| 1994-07-01 | 50.3813554539202 |
| 1994-08-01 | 50.9295703215077 |
| 1994-09-01 | 51.5207763016713 |
| 1994-10-01 | 51.6331253130331 |
| 1994-11-01 | 51.9499048631942 |
| 1994-12-01 | 52.1617287745727 |
| 1995-01-01 | 54.2526534891447 |
| 1995-02-01 | 54.6047302788197 |
| 1995-03-01 | 55.2727818290404 |
| 1995-04-01 | 56.6900367772771 |
| 1995-05-01 | 57.1458253670962 |
| 1995-06-01 | 57.7980698355827 |
| 1995-07-01 | 58.3529204379300 |
| 1995-08-01 | 58.4056083021387 |
| 1995-09-01 | 58.3686377689920 |
| 1995-10-01 | 58.4493816223807 |
| 1995-11-01 | 58.8765559945181 |
| 1995-12-01 | 59.2175998759087 |
| 1996-01-01 | 58.4051973681919 |
| 1996-02-01 | 59.3398433777894 |
| 1996-03-01 | 60.0400870985014 |
| 1996-04-01 | 60.6882195819779 |
| 1996-05-01 | 61.2043225617309 |
| 1996-06-01 | 62.1880476537232 |
| 1996-07-01 | 61.0252654454983 |
| 1996-08-01 | 61.6602646928641 |
| 1996-09-01 | 62.2514786977331 |
| 1996-10-01 | 64.3368736491812 |
| 1996-11-01 | 65.0001938762278 |
| 1996-12-01 | 64.8492029413015 |
| 1997-01-01 | 64.8474594448011 |
| 1997-02-01 | 65.6432683697578 |
| 1997-03-01 | 66.8138856988361 |
| 1997-04-01 | 66.8374801604237 |
| 1997-05-01 | 68.0199516452093 |
| 1997-06-01 | 68.9079499286476 |
| 1997-07-01 | 71.5212468136614 |
| 1997-08-01 | 71.5163978656994 |
| 1997-09-01 | 72.6303097132525 |
| 1997-10-01 | 72.8713300745245 |
| 1997-11-01 | 73.3839744638732 |
| 1997-12-01 | 74.2376090138448 |
| 1998-01-01 | 75.6092329715068 |
| 1998-02-01 | 76.6275573431194 |
| 1998-03-01 | 77.2561874588823 |
| 1998-04-01 | 79.0546715615709 |
| 1998-05-01 | 80.0904426432087 |
| 1998-06-01 | 81.4655089943249 |
| 1998-07-01 | 82.3749049405037 |
| 1998-08-01 | 83.7796840639818 |
| 1998-09-01 | 84.7652660934857 |
| 1998-10-01 | 86.3980928198408 |
| 1998-11-01 | 87.6958610818873 |
| 1998-12-01 | 88.5317841438509 |
| 1999-01-01 | 90.5068885541753 |
| 1999-02-01 | 91.6752726269457 |
| 1999-03-01 | 92.2597457152537 |
| 1999-04-01 | 92.4003541715819 |
| 1999-05-01 | 93.0439154280574 |
| 1999-06-01 | 93.9509335174111 |
| 1999-07-01 | 94.2119877142664 |
| 1999-08-01 | 94.6366106806878 |
| 1999-09-01 | 95.3097199622696 |
| 1999-10-01 | 95.3209899538455 |
| 1999-11-01 | 95.6804367558360 |
| 1999-12-01 | 96.5502618884387 |
| 2000-01-01 | 97.7818085362317 |
| 2000-02-01 | 98.6064017879769 |
| 2000-03-01 | 99.5027663096796 |
| 2000-04-01 | 101.1977364643060 |
| 2000-05-01 | 100.5675375673320 |
| 2000-06-01 | 103.2290576038210 |
| 2000-07-01 | 103.6017143348820 |
| 2000-08-01 | 104.5873761732770 |
| 2000-09-01 | 105.5498629868350 |
| 2000-10-01 | 106.7431026306970 |
| 2000-11-01 | 107.2670723571100 |
| 2000-12-01 | 107.7188455397070 |
| 2001-01-01 | 103.7418399586400 |
| 2001-02-01 | 103.9406641686490 |
| 2001-03-01 | 103.7105185783090 |
| 2001-04-01 | 102.8025511818610 |
| 2001-05-01 | 102.3120726729260 |
| 2001-06-01 | 101.8993006315120 |
| 2001-07-01 | 101.8697014510970 |
| 2001-08-01 | 101.2408112786570 |
| 2001-09-01 | 100.4507488972860 |
| 2001-10-01 | 99.6196589312286 |
| 2001-11-01 | 99.3155408346727 |
| 2001-12-01 | 98.9070378673119 |
| 2002-01-01 | 97.4713356863398 |
| 2002-02-01 | 97.4876442631566 |
| 2002-03-01 | 97.7255664528205 |
| 2002-04-01 | 97.7018919055975 |
| 2002-05-01 | 97.7427629336348 |
| 2002-06-01 | 97.4597453025917 |
| 2002-07-01 | 97.2676553143664 |
| 2002-08-01 | 97.2937828122297 |
| 2002-09-01 | 97.4593434365287 |
| 2002-10-01 | 96.7886736831904 |
| 2002-11-01 | 97.1141153311470 |
| 2002-12-01 | 97.1598901750448 |
| 2003-01-01 | 96.7677682174837 |
| 2003-02-01 | 96.6234537091029 |
| 2003-03-01 | 96.6807299280649 |
| 2003-04-01 | 97.1757046109758 |
| 2003-05-01 | 97.4319595737629 |
| 2003-06-01 | 97.9031836255167 |
| 2003-07-01 | 97.6381863427095 |
| 2003-08-01 | 98.2382420958570 |
| 2003-09-01 | 98.7953647373767 |
| 2003-10-01 | 99.7796286029413 |
| 2003-11-01 | 100.2556743520340 |
| 2003-12-01 | 100.9183348529460 |
| 2004-01-01 | 101.2774049118360 |
| 2004-02-01 | 101.5843617105180 |
| 2004-03-01 | 102.9382833876970 |
| 2004-04-01 | 103.8662920538460 |
| 2004-05-01 | 104.0275643372330 |
| 2004-06-01 | 104.3115299864710 |
| 2004-07-01 | 104.8055222054350 |
| 2004-08-01 | 105.0724977418280 |
| 2004-09-01 | 105.2612697915270 |
| 2004-10-01 | 105.6739561068210 |
| 2004-11-01 | 105.7523898314100 |
| 2004-12-01 | 105.8530350068060 |
| 2005-01-01 | 106.1933191400410 |
| 2005-02-01 | 107.0099801106210 |
| 2005-03-01 | 107.4921869637060 |
| 2005-04-01 | 108.0681653641960 |
| 2005-05-01 | 108.6051294995640 |
| 2005-06-01 | 109.6518273486710 |
| 2005-07-01 | 110.7520111251610 |
| 2005-08-01 | 111.3866822421790 |
| 2005-09-01 | 112.6424250677790 |
| 2005-10-01 | 113.6993444145500 |
| 2005-11-01 | 114.5525666641580 |
| 2005-12-01 | 115.6282382942320 |
| 2006-01-01 | 116.1602525153870 |
| 2006-02-01 | 116.7079085090360 |
| 2006-03-01 | 117.3330892354380 |
| 2006-04-01 | 117.4769301677790 |
| 2006-05-01 | 118.3014998378010 |
| 2006-06-01 | 118.7033054938860 |
| 2006-07-01 | 119.3023596876490 |
| 2006-08-01 | 119.7934403500560 |
| 2006-09-01 | 120.3359938803850 |
| 2006-10-01 | 120.3308726681830 |
| 2006-11-01 | 121.0220997837250 |
| 2006-12-01 | 121.5013958079070 |
| 2007-01-01 | 123.0200656103810 |
| 2007-02-01 | 123.9468457374530 |
| 2007-03-01 | 124.1613640078910 |
| 2007-04-01 | 125.3888197243790 |
| 2007-05-01 | 125.8643603283770 |
| 2007-06-01 | 126.5618203572720 |
| 2007-07-01 | 126.6673777178420 |
| 2007-08-01 | 127.5079245244060 |
| 2007-09-01 | 127.6089107805430 |
| 2007-10-01 | 128.4877925008920 |
| 2007-11-01 | 128.8745660429390 |
| 2007-12-01 | 129.3900470146550 |
| 2008-01-01 | 130.1866951319310 |
| 2008-02-01 | 130.5788987841120 |
| 2008-03-01 | 131.1056353477430 |
| 2008-04-01 | 131.7444648565120 |
| 2008-05-01 | 132.6268728553700 |
| 2008-06-01 | 133.1143159295310 |
| 2008-07-01 | 134.4707597350280 |
| 2008-08-01 | 134.9345008057000 |
| 2008-09-01 | 135.4859127665520 |
| 2008-10-01 | 135.7370627235960 |
| 2008-11-01 | 136.2982283556440 |
| 2008-12-01 | 136.8927640304580 |
| 2009-01-01 | 136.7973826163730 |
| 2009-02-01 | 136.9051269575180 |
| 2009-03-01 | 137.1178315834850 |
| 2009-04-01 | 137.1867306613440 |
| 2009-05-01 | 137.2784417455350 |
| 2009-06-01 | 137.4620938472100 |
| 2009-07-01 | 137.4614990756810 |
| 2009-08-01 | 137.6685875335630 |
| 2009-09-01 | 137.8790362525210 |
| 2009-10-01 | 138.2032587652660 |
| 2009-11-01 | 138.3530473375100 |
| 2009-12-01 | 139.2283922636670 |
| 2010-01-01 | 138.1273798832540 |
| 2010-02-01 | 138.1733115404380 |
| 2010-03-01 | 138.6780392031940 |
| 2010-04-01 | 138.9048684173590 |
| 2010-05-01 | 139.3484270370060 |
| 2010-06-01 | 139.6045408014770 |
| 2010-07-01 | 139.5704617848010 |
| 2010-08-01 | 139.7021499244550 |
| 2010-09-01 | 140.2731452287700 |
| 2010-10-01 | 141.1779886715960 |
| 2010-11-01 | 141.6411503010250 |
| 2010-12-01 | 142.3997344682820 |
| 2011-01-01 | 144.2479139379240 |
| 2011-02-01 | 144.1169595572290 |
| 2011-03-01 | 144.4039162066110 |
| 2011-04-01 | 145.5409319687110 |
| 2011-05-01 | 145.8996225971560 |
| 2011-06-01 | 146.2031013845650 |
| 2011-07-01 | 147.3958283594170 |
| 2011-08-01 | 147.9198836363540 |
| 2011-09-01 | 148.7886249554060 |
| 2011-10-01 | 148.4631693724050 |
| 2011-11-01 | 149.2008228202800 |
| 2011-12-01 | 149.6074310559950 |
| 2012-01-01 | 148.6249959295170 |
| 2012-02-01 | 148.8170778929500 |
| 2012-03-01 | 149.0275777374440 |
| 2012-04-01 | 148.9619736943470 |
| 2012-05-01 | 149.1574674056780 |
| 2012-06-01 | 149.4088825615360 |
| 2012-07-01 | 149.2235374622260 |
| 2012-08-01 | 149.2504860899400 |
| 2012-09-01 | 148.7890614741850 |
| 2012-10-01 | 149.2393687667780 |
| 2012-11-01 | 149.1505025949810 |
| 2012-12-01 | 149.4016501873940 |
| 2013-01-01 | 149.5095827094190 |
| 2013-02-01 | 149.6548392686680 |
| 2013-03-01 | 149.5502840462750 |
| 2013-04-01 | 148.8189931197250 |
| 2013-05-01 | 148.2112548753170 |
| 2013-06-01 | 147.5754837318900 |
| 2013-07-01 | 147.2476924329090 |
| 2013-08-01 | 147.0799545334530 |
| 2013-09-01 | 147.4035211132000 |
| 2013-10-01 | 145.3014493619260 |
| 2013-11-01 | 145.4956028247800 |
| 2013-12-01 | 145.0633334886320 |
| 2014-01-01 | 145.3042338400000 |
| 2014-02-01 | 145.0145749311060 |
| 2014-03-01 | 144.6782154367760 |
| 2014-04-01 | 144.9829575457160 |
| 2014-05-01 | 145.1901067873750 |
| 2014-06-01 | 145.4515184656440 |
| 2014-07-01 | 145.3571380070130 |
| 2014-08-01 | 145.9206856002340 |
| 2014-09-01 | 145.8915526849910 |
| 2014-10-01 | 146.3778092040330 |
| 2014-11-01 | 146.8692715707720 |
| 2014-12-01 | 147.8033431419030 |
| 2015-01-01 | 150.0145696447930 |
| 2015-02-01 | 149.9067514374260 |
| 2015-03-01 | 149.9537532804120 |
| 2015-04-01 | 152.3524231659490 |
| 2015-05-01 | 152.5759419468850 |
| 2015-06-01 | 152.5868370552200 |
| 2015-07-01 | 154.3654966286200 |
| 2015-08-01 | 154.3671613598710 |
| 2015-09-01 | 155.8970585971200 |
| 2015-10-01 | 156.8761725697640 |
| 2015-11-01 | 157.2118760177080 |
| 2015-12-01 | 157.7205962934160 |
| 2016-01-01 | 157.5172251484570 |
| 2016-02-01 | 157.6859420529970 |
| 2016-03-01 | 158.3467360728950 |
| 2016-04-01 | 158.4013643502650 |
| 2016-05-01 | 158.8818391947960 |
| 2016-06-01 | 159.1658606846240 |
| 2016-07-01 | 159.2307257588130 |
| 2016-08-01 | 159.9743868784740 |
| 2016-09-01 | 160.8843591353810 |
| 2016-10-01 | 160.5036878438140 |
| 2016-11-01 | 160.6088514686830 |
| 2016-12-01 | 160.8375381622200 |
| 2017-01-01 | 160.8893526531160 |
| 2017-02-01 | 161.1555125482500 |
| 2017-03-01 | 161.4334859228440 |
| 2017-04-01 | 161.6691899806090 |
| 2017-05-01 | 161.7843131952140 |
| 2017-06-01 | 162.2381506381050 |
| 2017-07-01 | 162.6202008820270 |
| 2017-08-01 | 163.1797731481570 |
| 2017-09-01 | 163.0734014145060 |
| 2017-10-01 | 163.1572389282430 |
| 2017-11-01 | 164.0420486562170 |
| 2017-12-01 | 164.3845730279980 |
| 2018-01-01 | 165.0029955525380 |
| 2018-02-01 | 165.8052100941060 |
| 2018-03-01 | 165.7684432085460 |
| 2018-04-01 | 166.7162748297870 |
| 2018-05-01 | 166.9931609699120 |
| 2018-06-01 | 167.4334002520750 |
| 2018-07-01 | 167.5172787097440 |
| 2018-08-01 | 167.5086906571210 |
| 2018-09-01 | 166.5682519586660 |
| 2018-10-01 | 167.5140293853210 |
| 2018-11-01 | 167.5907181388860 |
| 2018-12-01 | 167.6917838303420 |
| 2019-01-01 | 167.1584865587830 |
| 2019-02-01 | 167.3319730754120 |
| 2019-03-01 | 167.5168650662980 |
| 2019-04-01 | 167.7491221035820 |
| 2019-05-01 | 167.9800633748680 |
| 2019-06-01 | 168.1210023900300 |
| 2019-07-01 | 168.6482940142710 |
| 2019-08-01 | 168.5895554577240 |
| 2019-09-01 | 168.1509510346560 |
| 2019-10-01 | 169.9883981454360 |
| 2019-11-01 | 170.1993718078350 |
| 2019-12-01 | 170.4121610433050 |
| 2020-01-01 | 170.9185368329450 |
| 2020-02-01 | 170.7538673547730 |
| 2020-03-01 | 170.5369493695250 |
| 2020-04-01 | 170.1747545599250 |
| 2020-05-01 | 171.2560490417360 |
| 2020-06-01 | 170.4232506164470 |
| 2020-07-01 | 170.6719106789480 |
| 2020-08-01 | 170.9803618591310 |
| 2020-09-01 | 171.5240059796520 |
| 2020-10-01 | 171.1274431070190 |
| 2020-11-01 | 170.4266763545600 |
| 2020-12-01 | 171.4174859284210 |
| 2021-01-01 | 171.9053951655450 |
| 2021-02-01 | 171.8002161348550 |
| 2021-03-01 | 172.5531537317400 |
| 2021-04-01 | 172.2267905254980 |
| 2021-05-01 | 171.9141681625030 |
| 2021-06-01 | 171.9514919722040 |
| 2021-07-01 | 171.6196080633860 |
| 2021-08-01 | 171.4809323260380 |
| 2021-09-01 | 171.8326669275210 |
| 2021-10-01 | 173.3901132824880 |
| 2021-11-01 | 173.4042403188920 |
| 2021-12-01 | 173.2030779035140 |
| 2022-01-01 | 174.1396530522880 |
| 2022-02-01 | 174.7616786263910 |
| 2022-03-01 | 174.6483846168440 |
| 2022-04-01 | 176.3670630304480 |
| 2022-05-01 | 176.8635757654140 |
| 2022-06-01 | 177.4978267468610 |
| 2022-07-01 | 177.7871009216060 |
| 2022-08-01 | 178.1675091790140 |
| 2022-09-01 | 177.6006549644800 |
| 2022-10-01 | 177.2732033319090 |
| 2022-11-01 | 177.0735355513000 |
| 2022-12-01 | 176.9575807987890 |
| 2023-01-01 | 176.9349960048320 |
| 2023-02-01 | 177.0072715882220 |
| 2023-03-01 | 176.4520746179150 |
| 2023-04-01 | 176.1076321355900 |
| 2023-05-01 | 175.9012426877590 |
| 2023-06-01 | 175.7589386540640 |
| 2023-07-01 | 175.4713335158690 |
| 2023-08-01 | 175.0368058338860 |
| 2023-09-01 | 174.8205336840720 |
| 2023-10-01 | 175.0822983993120 |
| 2023-11-01 | 174.8749267005080 |
| 2023-12-01 | 175.1569383794060 |
| 2024-01-01 | 173.3911486738950 |
| 2024-02-01 | 173.4263872130670 |
| 2024-03-01 | 173.5303937977680 |
| 2024-04-01 | 173.2492212168170 |
| 2024-05-01 | 173.2360453382020 |
| 2024-06-01 | 173.1208681765550 |
| 2024-07-01 | 173.5725274386280 |
| 2024-08-01 | 173.7831975957370 |
| 2024-09-01 | 174.1363468942560 |
| 2024-10-01 | 173.3599619512550 |
| 2024-11-01 | 172.5532591257620 |
| 2024-12-01 | 172.7038198904930 |
| 2025-01-01 | 172.9531498902330 |
| 2025-02-01 | 172.2588543638040 |
| 2025-03-01 | 171.0968192036710 |
| 2025-04-01 | 171.1127848780210 |
| 2025-05-01 | 170.2822965171220 |
| 2025-06-01 | 169.0877952553230 |
| 2025-07-01 | 167.9828983778340 |
| 2025-08-01 | 167.1500413866740 |
| 2025-09-01 | 166.6529924921010 |
| 2025-10-01 | 165.0216505399910 |
| 2025-11-01 | 164.3258690255470 |
| 2025-12-01 | 168.1297647815520 |
| 2026-01-01 | 161.5975577418420 |
| 2026-02-01 | 162.2074076416180 |
| 2026-03-01 | 161.4599604986310 |
| 2026-04-01 | 160.7760153533530 |
| 2026-05-01 | 160.1470054209290 |
| 2026-06-01 | 159.5284758399610 |