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 2026-07-01 |
| Last Updated | 2026-08-21 6:36 PM 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 | 44.2532658197996 |
| 1990-02-01 | 44.4873607411472 |
| 1990-03-01 | 44.6531567851077 |
| 1990-04-01 | 44.8251695927792 |
| 1990-05-01 | 44.9554166708352 |
| 1990-06-01 | 45.0315820059510 |
| 1990-07-01 | 45.6838904740633 |
| 1990-08-01 | 45.9648379445126 |
| 1990-09-01 | 45.9700974143888 |
| 1990-10-01 | 44.8131738462934 |
| 1990-11-01 | 44.7553091362813 |
| 1990-12-01 | 44.6555172165246 |
| 1991-01-01 | 43.0392556410080 |
| 1991-02-01 | 43.3684268235572 |
| 1991-03-01 | 43.5494908856611 |
| 1991-04-01 | 43.5841736831261 |
| 1991-05-01 | 43.6204837945638 |
| 1991-06-01 | 43.6998303518453 |
| 1991-07-01 | 43.6039130425113 |
| 1991-08-01 | 43.8119931230454 |
| 1991-09-01 | 44.1085828837766 |
| 1991-10-01 | 44.3440952441545 |
| 1991-11-01 | 44.4162136213094 |
| 1991-12-01 | 44.5637852338891 |
| 1992-01-01 | 44.5116548534328 |
| 1992-02-01 | 44.7310402295027 |
| 1992-03-01 | 44.7473222988619 |
| 1992-04-01 | 44.6890413833549 |
| 1992-05-01 | 44.8518357855967 |
| 1992-06-01 | 45.1306669308602 |
| 1992-07-01 | 45.6428420963736 |
| 1992-08-01 | 46.0951485228918 |
| 1992-09-01 | 46.4915214653509 |
| 1992-10-01 | 46.8927317580631 |
| 1992-11-01 | 47.3910969249001 |
| 1992-12-01 | 47.6619787727071 |
| 1993-01-01 | 48.6961665525766 |
| 1993-02-01 | 48.8906462046337 |
| 1993-03-01 | 49.0391930024156 |
| 1993-04-01 | 48.9674053243058 |
| 1993-05-01 | 49.3579420792909 |
| 1993-06-01 | 49.5652776213908 |
| 1993-07-01 | 48.6988397706613 |
| 1993-08-01 | 49.1603257361471 |
| 1993-09-01 | 49.7019143692937 |
| 1993-10-01 | 50.5503357205850 |
| 1993-11-01 | 50.8108281594375 |
| 1993-12-01 | 51.6848944772968 |
| 1994-01-01 | 47.8874776752022 |
| 1994-02-01 | 48.1552493491262 |
| 1994-03-01 | 48.4001828056380 |
| 1994-04-01 | 49.0024213058224 |
| 1994-05-01 | 49.1705879696307 |
| 1994-06-01 | 49.5987020477545 |
| 1994-07-01 | 50.3628478773544 |
| 1994-08-01 | 50.9106706610133 |
| 1994-09-01 | 51.4932536927530 |
| 1994-10-01 | 51.5918645473694 |
| 1994-11-01 | 51.9025596274728 |
| 1994-12-01 | 52.1078249977427 |
| 1995-01-01 | 54.4630682234423 |
| 1995-02-01 | 54.6143865367225 |
| 1995-03-01 | 55.2773458908139 |
| 1995-04-01 | 56.6902295106021 |
| 1995-05-01 | 57.1403573238782 |
| 1995-06-01 | 57.7782109660527 |
| 1995-07-01 | 58.3335789941692 |
| 1995-08-01 | 58.3886676797499 |
| 1995-09-01 | 58.3474323418405 |
| 1995-10-01 | 58.4126482367349 |
| 1995-11-01 | 58.8370281990547 |
| 1995-12-01 | 59.1750994247377 |
| 1996-01-01 | 58.5994159237113 |
| 1996-02-01 | 59.3419306846047 |
| 1996-03-01 | 60.0391597272695 |
| 1996-04-01 | 60.6839118966482 |
| 1996-05-01 | 61.1950930820644 |
| 1996-06-01 | 62.1694380032382 |
| 1996-07-01 | 61.0082642125145 |
| 1996-08-01 | 61.6482137818301 |
| 1996-09-01 | 62.2382731541901 |
| 1996-10-01 | 64.3102564977250 |
| 1996-11-01 | 64.9740008077686 |
| 1996-12-01 | 64.8226177929963 |
| 1997-01-01 | 64.9945221478909 |
| 1997-02-01 | 65.6416518944137 |
| 1997-03-01 | 66.8100490058399 |
| 1997-04-01 | 66.8294624894796 |
| 1997-05-01 | 68.0089567141298 |
| 1997-06-01 | 68.8931919674211 |
| 1997-07-01 | 71.5087296940789 |
| 1997-08-01 | 71.5100121418211 |
| 1997-09-01 | 72.6254845031079 |
| 1997-10-01 | 72.8552630322825 |
| 1997-11-01 | 73.3727248336148 |
| 1997-12-01 | 74.2308321699805 |
| 1998-01-01 | 75.6931126512137 |
| 1998-02-01 | 76.6239634780126 |
| 1998-03-01 | 77.2518576077756 |
| 1998-04-01 | 79.0455326973203 |
| 1998-05-01 | 80.0804764399255 |
| 1998-06-01 | 81.4549904157010 |
| 1998-07-01 | 82.3679303744960 |
| 1998-08-01 | 83.7789949858902 |
| 1998-09-01 | 84.7659474017274 |
| 1998-10-01 | 86.3926378125884 |
| 1998-11-01 | 87.6961338214927 |
| 1998-12-01 | 88.5358687004028 |
| 1999-01-01 | 90.5352618220593 |
| 1999-02-01 | 91.6749332784314 |
| 1999-03-01 | 92.2567490140489 |
| 1999-04-01 | 92.3910580529669 |
| 1999-05-01 | 93.0360358468194 |
| 1999-06-01 | 93.9448938608547 |
| 1999-07-01 | 94.2092603136629 |
| 1999-08-01 | 94.6384878201714 |
| 1999-09-01 | 95.3139066077831 |
| 1999-10-01 | 95.3225821147270 |
| 1999-11-01 | 95.6867682516214 |
| 1999-12-01 | 96.5581409863218 |
| 2000-01-01 | 97.7812817778233 |
| 2000-02-01 | 98.6049924697034 |
| 2000-03-01 | 99.4995096271043 |
| 2000-04-01 | 101.1895490739980 |
| 2000-05-01 | 100.5620180103350 |
| 2000-06-01 | 103.2263791675290 |
| 2000-07-01 | 103.6017237023280 |
| 2000-08-01 | 104.5898466855440 |
| 2000-09-01 | 105.5551814025220 |
| 2000-10-01 | 106.7485073323680 |
| 2000-11-01 | 107.2745828346040 |
| 2000-12-01 | 107.7254357367680 |
| 2001-01-01 | 103.7350455742740 |
| 2001-02-01 | 103.9365536166370 |
| 2001-03-01 | 103.7068042025120 |
| 2001-04-01 | 102.7934078188600 |
| 2001-05-01 | 102.3089779303380 |
| 2001-06-01 | 101.8983231698310 |
| 2001-07-01 | 101.8710715476410 |
| 2001-08-01 | 101.2433489873950 |
| 2001-09-01 | 100.4567277566800 |
| 2001-10-01 | 99.6247668780642 |
| 2001-11-01 | 99.3223401127440 |
| 2001-12-01 | 98.9142051649004 |
| 2002-01-01 | 97.4633707540580 |
| 2002-02-01 | 97.4824651358361 |
| 2002-03-01 | 97.7220624389365 |
| 2002-04-01 | 97.6922417967107 |
| 2002-05-01 | 97.7410878502978 |
| 2002-06-01 | 97.4598621299433 |
| 2002-07-01 | 97.2695986904315 |
| 2002-08-01 | 97.2961798240392 |
| 2002-09-01 | 97.4647193740975 |
| 2002-10-01 | 96.7926322310853 |
| 2002-11-01 | 97.1189562699165 |
| 2002-12-01 | 97.1657226241389 |
| 2003-01-01 | 96.7619222895040 |
| 2003-02-01 | 96.6192775760144 |
| 2003-03-01 | 96.6783407231490 |
| 2003-04-01 | 97.1656746780457 |
| 2003-05-01 | 97.4314751407207 |
| 2003-06-01 | 97.9039797561532 |
| 2003-07-01 | 97.6401632348838 |
| 2003-08-01 | 98.2401593823469 |
| 2003-09-01 | 98.7998714182540 |
| 2003-10-01 | 99.7821957185074 |
| 2003-11-01 | 100.2585987790740 |
| 2003-12-01 | 100.9213092904520 |
| 2004-01-01 | 101.2744049293160 |
| 2004-02-01 | 101.5816719596650 |
| 2004-03-01 | 102.9369024627190 |
| 2004-04-01 | 103.8579571364910 |
| 2004-05-01 | 104.0277187077280 |
| 2004-06-01 | 104.3125418790540 |
| 2004-07-01 | 104.8072825815500 |
| 2004-08-01 | 105.0739480741540 |
| 2004-09-01 | 105.2642984021600 |
| 2004-10-01 | 105.6754030402840 |
| 2004-11-01 | 105.7536671051750 |
| 2004-12-01 | 105.8531418256230 |
| 2005-01-01 | 106.1930602461590 |
| 2005-02-01 | 107.0088694399240 |
| 2005-03-01 | 107.4921935213260 |
| 2005-04-01 | 108.0608526929340 |
| 2005-05-01 | 108.6059061239370 |
| 2005-06-01 | 109.6528489286680 |
| 2005-07-01 | 110.7532904453590 |
| 2005-08-01 | 111.3877043187630 |
| 2005-09-01 | 112.6441778300590 |
| 2005-10-01 | 113.6999887138600 |
| 2005-11-01 | 114.5531227116170 |
| 2005-12-01 | 115.6277330435790 |
| 2006-01-01 | 116.1603217752190 |
| 2006-02-01 | 116.7073641591720 |
| 2006-03-01 | 117.3335462174530 |
| 2006-04-01 | 117.4722875480290 |
| 2006-05-01 | 118.3021092650650 |
| 2006-06-01 | 118.7040639791730 |
| 2006-07-01 | 119.3032433781070 |
| 2006-08-01 | 119.7942027740870 |
| 2006-09-01 | 120.3367001796770 |
| 2006-10-01 | 120.3311908012270 |
| 2006-11-01 | 121.0223553425740 |
| 2006-12-01 | 121.5006564775830 |
| 2007-01-01 | 123.0201030297600 |
| 2007-02-01 | 123.9466686973140 |
| 2007-03-01 | 124.1617417066170 |
| 2007-04-01 | 125.3865109950180 |
| 2007-05-01 | 125.8646778412330 |
| 2007-06-01 | 126.5622887920600 |
| 2007-07-01 | 126.6678444951610 |
| 2007-08-01 | 127.5083907372930 |
| 2007-09-01 | 127.6093278259630 |
| 2007-10-01 | 128.4879064460940 |
| 2007-11-01 | 128.8747063660480 |
| 2007-12-01 | 129.3892108009610 |
| 2008-01-01 | 130.1866478859540 |
| 2008-02-01 | 130.5788192554230 |
| 2008-03-01 | 131.1056251479480 |
| 2008-04-01 | 131.7442620182790 |
| 2008-05-01 | 132.6267859821070 |
| 2008-06-01 | 133.1144839598840 |
| 2008-07-01 | 134.4709870587160 |
| 2008-08-01 | 134.9347484744760 |
| 2008-09-01 | 135.4860796650420 |
| 2008-10-01 | 135.7370734559950 |
| 2008-11-01 | 136.2983066504780 |
| 2008-12-01 | 136.8920844668000 |
| 2009-01-01 | 136.7973390671170 |
| 2009-02-01 | 136.9051269743420 |
| 2009-03-01 | 137.1179547322790 |
| 2009-04-01 | 137.1867282704770 |
| 2009-05-01 | 137.2784616890810 |
| 2009-06-01 | 137.4622248338540 |
| 2009-07-01 | 137.4615691985700 |
| 2009-08-01 | 137.6686616969240 |
| 2009-09-01 | 137.8791095863630 |
| 2009-10-01 | 138.2032462305950 |
| 2009-11-01 | 138.3530744582040 |
| 2009-12-01 | 139.2279265125830 |
| 2010-01-01 | 138.1273636302750 |
| 2010-02-01 | 138.1733338976370 |
| 2010-03-01 | 138.6781575547520 |
| 2010-04-01 | 138.9049137211680 |
| 2010-05-01 | 139.3484667069300 |
| 2010-06-01 | 139.6046235211780 |
| 2010-07-01 | 139.5704595527870 |
| 2010-08-01 | 139.7021446442500 |
| 2010-09-01 | 140.2732148372700 |
| 2010-10-01 | 141.1779803458600 |
| 2010-11-01 | 141.6411244338930 |
| 2010-12-01 | 142.3995297081970 |
| 2011-01-01 | 144.2479122639940 |
| 2011-02-01 | 144.1169655528130 |
| 2011-03-01 | 144.4039575773600 |
| 2011-04-01 | 145.5409552958850 |
| 2011-05-01 | 145.8996352339230 |
| 2011-06-01 | 146.2031390107990 |
| 2011-07-01 | 147.3958159717970 |
| 2011-08-01 | 147.9198689814140 |
| 2011-09-01 | 148.7887447983380 |
| 2011-10-01 | 148.4631669680140 |
| 2011-11-01 | 149.2008105763130 |
| 2011-12-01 | 149.6073028175250 |
| 2012-01-01 | 148.6249987457060 |
| 2012-02-01 | 148.8170733025860 |
| 2012-03-01 | 149.0275886434530 |
| 2012-04-01 | 148.9619584149920 |
| 2012-05-01 | 149.1574509017480 |
| 2012-06-01 | 149.4089117037900 |
| 2012-07-01 | 149.2235230181460 |
| 2012-08-01 | 149.2504549684050 |
| 2012-09-01 | 148.7892375308660 |
| 2012-10-01 | 149.2393815931890 |
| 2012-11-01 | 149.1504886705220 |
| 2012-12-01 | 149.4015734794910 |
| 2013-01-01 | 149.5095763192660 |
| 2013-02-01 | 149.6548304667050 |
| 2013-03-01 | 149.5502684537890 |
| 2013-04-01 | 148.8189438341690 |
| 2013-05-01 | 148.2112098234520 |
| 2013-06-01 | 147.5755145199540 |
| 2013-07-01 | 147.2476525515320 |
| 2013-08-01 | 147.0798697443150 |
| 2013-09-01 | 147.4039073575050 |
| 2013-10-01 | 145.3014332315790 |
| 2013-11-01 | 145.4955609917650 |
| 2013-12-01 | 145.0632631691110 |
| 2014-01-01 | 145.3042166482820 |
| 2014-02-01 | 145.0145664618290 |
| 2014-03-01 | 144.6781846333310 |
| 2014-04-01 | 144.9828833887460 |
| 2014-05-01 | 145.1900212010530 |
| 2014-06-01 | 145.4515327490650 |
| 2014-07-01 | 145.3570726589490 |
| 2014-08-01 | 145.9205763072520 |
| 2014-09-01 | 145.8921655836630 |
| 2014-10-01 | 146.3777832072300 |
| 2014-11-01 | 146.8692087706790 |
| 2014-12-01 | 147.8032550160440 |
| 2015-01-01 | 150.0145024149380 |
| 2015-02-01 | 149.9066810240450 |
| 2015-03-01 | 149.9538726340320 |
| 2015-04-01 | 152.3522481242300 |
| 2015-05-01 | 152.5757729195530 |
| 2015-06-01 | 152.5867870749010 |
| 2015-07-01 | 154.3653984349290 |
| 2015-08-01 | 154.3670232836990 |
| 2015-09-01 | 155.8981815655690 |
| 2015-10-01 | 156.8760658911780 |
| 2015-11-01 | 157.2117241869730 |
| 2015-12-01 | 157.7204370862750 |
| 2016-01-01 | 157.5170776328960 |
| 2016-02-01 | 157.6858053493990 |
| 2016-03-01 | 158.3470285426760 |
| 2016-04-01 | 158.4011045675960 |
| 2016-05-01 | 158.8815903764410 |
| 2016-06-01 | 159.1657328681470 |
| 2016-07-01 | 159.2305647753730 |
| 2016-08-01 | 159.9741420900870 |
| 2016-09-01 | 160.8861460935710 |
| 2016-10-01 | 160.5034319116760 |
| 2016-11-01 | 160.6086129111790 |
| 2016-12-01 | 160.8373527497770 |
| 2017-01-01 | 160.8891994416200 |
| 2017-02-01 | 161.1553411040690 |
| 2017-03-01 | 161.4339183553220 |
| 2017-04-01 | 161.6687725691580 |
| 2017-05-01 | 161.7840119077030 |
| 2017-06-01 | 162.2379243863670 |
| 2017-07-01 | 162.6198152829080 |
| 2017-08-01 | 163.1791328177090 |
| 2017-09-01 | 163.0764378084830 |
| 2017-10-01 | 163.1569764751900 |
| 2017-11-01 | 164.0407245617530 |
| 2017-12-01 | 164.3849234421600 |
| 2018-01-01 | 165.0032649691210 |
| 2018-02-01 | 165.8051930256490 |
| 2018-03-01 | 165.7685912267580 |
| 2018-04-01 | 166.7158967027260 |
| 2018-05-01 | 166.9929562239380 |
| 2018-06-01 | 167.4329359842980 |
| 2018-07-01 | 167.5163838797850 |
| 2018-08-01 | 167.5075487670860 |
| 2018-09-01 | 166.5718381512690 |
| 2018-10-01 | 167.5131317395050 |
| 2018-11-01 | 167.5876076924800 |
| 2018-12-01 | 167.6967421623410 |
| 2019-01-01 | 167.1584473503360 |
| 2019-02-01 | 167.3317203153070 |
| 2019-03-01 | 167.5165022929580 |
| 2019-04-01 | 167.7486777695830 |
| 2019-05-01 | 167.9796605715470 |
| 2019-06-01 | 168.1200583777670 |
| 2019-07-01 | 168.6466797317620 |
| 2019-08-01 | 168.5874979712780 |
| 2019-09-01 | 168.1543848438280 |
| 2019-10-01 | 169.9871820727370 |
| 2019-11-01 | 170.1952413866860 |
| 2019-12-01 | 170.4225783758900 |
| 2020-01-01 | 170.9187215838260 |
| 2020-02-01 | 170.7534007481190 |
| 2020-03-01 | 170.5355090933200 |
| 2020-04-01 | 170.1739719321340 |
| 2020-05-01 | 171.2554111005900 |
| 2020-06-01 | 170.4215374703850 |
| 2020-07-01 | 170.6691260213730 |
| 2020-08-01 | 170.9776497818920 |
| 2020-09-01 | 171.5264434423640 |
| 2020-10-01 | 171.1250135851990 |
| 2020-11-01 | 170.4204128108450 |
| 2020-12-01 | 171.4422625856190 |
| 2021-01-01 | 171.9024605707780 |
| 2021-02-01 | 171.7973358502980 |
| 2021-03-01 | 172.5500145695530 |
| 2021-04-01 | 172.2253269934600 |
| 2021-05-01 | 171.9126375648220 |
| 2021-06-01 | 171.9489589418440 |
| 2021-07-01 | 171.6165837366350 |
| 2021-08-01 | 171.4783463845490 |
| 2021-09-01 | 171.8325313208200 |
| 2021-10-01 | 173.3870658883460 |
| 2021-11-01 | 173.4014294945180 |
| 2021-12-01 | 173.2398068300340 |
| 2022-01-01 | 174.1294762888250 |
| 2022-02-01 | 174.7577738691600 |
| 2022-03-01 | 174.6438665052440 |
| 2022-04-01 | 176.3638025340880 |
| 2022-05-01 | 176.8607194915110 |
| 2022-06-01 | 177.4951074973370 |
| 2022-07-01 | 177.7847522578520 |
| 2022-08-01 | 178.1658419475320 |
| 2022-09-01 | 177.5955797153860 |
| 2022-10-01 | 177.2694976058330 |
| 2022-11-01 | 177.0776494228720 |
| 2022-12-01 | 177.0058659755830 |
| 2023-01-01 | 176.9152902529850 |
| 2023-02-01 | 177.0055664966960 |
| 2023-03-01 | 176.4473457554520 |
| 2023-04-01 | 176.0991871278070 |
| 2023-05-01 | 175.8893604652650 |
| 2023-06-01 | 175.7648447416950 |
| 2023-07-01 | 175.4703589479550 |
| 2023-08-01 | 175.0339932077990 |
| 2023-09-01 | 174.8080273179640 |
| 2023-10-01 | 175.0777602608110 |
| 2023-11-01 | 174.8936127477830 |
| 2023-12-01 | 175.2076444307210 |
| 2024-01-01 | 173.3615585652660 |
| 2024-02-01 | 173.4320880975070 |
| 2024-03-01 | 173.5295608954980 |
| 2024-04-01 | 173.2297624794640 |
| 2024-05-01 | 173.2088716702110 |
| 2024-06-01 | 173.1366387615760 |
| 2024-07-01 | 173.5844355545270 |
| 2024-08-01 | 173.7777254745680 |
| 2024-09-01 | 174.1164437399480 |
| 2024-10-01 | 173.3533020175530 |
| 2024-11-01 | 172.5827130373740 |
| 2024-12-01 | 172.7575025035600 |
| 2025-01-01 | 172.9140782811940 |
| 2025-02-01 | 172.2720565404620 |
| 2025-03-01 | 171.1006272330030 |
| 2025-04-01 | 171.0809038362010 |
| 2025-05-01 | 170.2364514023020 |
| 2025-06-01 | 169.1155318775660 |
| 2025-07-01 | 168.0128781400900 |
| 2025-08-01 | 167.1408224072470 |
| 2025-09-01 | 166.6263460727530 |
| 2025-10-01 | 165.0125890255870 |
| 2025-11-01 | 164.3662555628500 |
| 2025-12-01 | 168.1801469737560 |
| 2026-01-01 | 161.5496865274380 |
| 2026-02-01 | 162.2272213746410 |
| 2026-03-01 | 161.4683228366900 |
| 2026-04-01 | 160.7318008896510 |
| 2026-05-01 | 160.0856777020350 |
| 2026-06-01 | 159.2611501653860 |
| 2026-07-01 | 158.6600230145200 |