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 2026-08-01 |
| 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 | 44.1909474482 |
| 1990-02-01 | 44.4680804825 |
| 1990-03-01 | 44.6380858365 |
| 1990-04-01 | 44.8153694521 |
| 1990-05-01 | 44.9494065903 |
| 1990-06-01 | 45.0351629663 |
| 1990-07-01 | 45.6852246836 |
| 1990-08-01 | 45.9717353835 |
| 1990-09-01 | 46.0030528820 |
| 1990-10-01 | 44.8298468172 |
| 1990-11-01 | 44.7737648467 |
| 1990-12-01 | 44.6995537466 |
| 1991-01-01 | 42.9656433825 |
| 1991-02-01 | 43.3441506225 |
| 1991-03-01 | 43.5330526911 |
| 1991-04-01 | 43.5743790072 |
| 1991-05-01 | 43.6144400860 |
| 1991-06-01 | 43.7051156511 |
| 1991-07-01 | 43.6081185217 |
| 1991-08-01 | 43.8221731299 |
| 1991-09-01 | 44.1434503689 |
| 1991-10-01 | 44.3658119150 |
| 1991-11-01 | 44.4421548424 |
| 1991-12-01 | 44.6164548912 |
| 1992-01-01 | 44.4019136486 |
| 1992-02-01 | 44.7068526543 |
| 1992-03-01 | 44.7313850898 |
| 1992-04-01 | 44.6793709740 |
| 1992-05-01 | 44.8460894262 |
| 1992-06-01 | 45.1397917875 |
| 1992-07-01 | 45.6521138423 |
| 1992-08-01 | 46.1098792990 |
| 1992-09-01 | 46.5262999047 |
| 1992-10-01 | 46.9230390537 |
| 1992-11-01 | 47.4285889884 |
| 1992-12-01 | 47.7216666013 |
| 1993-01-01 | 48.5387920941 |
| 1993-02-01 | 48.8688313729 |
| 1993-03-01 | 49.0254378130 |
| 1993-04-01 | 48.9594505876 |
| 1993-05-01 | 49.3547791272 |
| 1993-06-01 | 49.5787108063 |
| 1993-07-01 | 48.7137179089 |
| 1993-08-01 | 49.1792821907 |
| 1993-09-01 | 49.7344260162 |
| 1993-10-01 | 50.5887575708 |
| 1993-11-01 | 50.8568230629 |
| 1993-12-01 | 51.7446992274 |
| 1994-01-01 | 47.6874757093 |
| 1994-02-01 | 48.1419422389 |
| 1994-03-01 | 48.3912908372 |
| 1994-04-01 | 48.9973825703 |
| 1994-05-01 | 49.1708243435 |
| 1994-06-01 | 49.6171519566 |
| 1994-07-01 | 50.3814061185 |
| 1994-08-01 | 50.9296360079 |
| 1994-09-01 | 51.5208854281 |
| 1994-10-01 | 51.6333263463 |
| 1994-11-01 | 51.9501361961 |
| 1994-12-01 | 52.1620052316 |
| 1995-01-01 | 54.2520046154 |
| 1995-02-01 | 54.6046038158 |
| 1995-03-01 | 55.2726931731 |
| 1995-04-01 | 56.6899794634 |
| 1995-05-01 | 57.1458019454 |
| 1995-06-01 | 57.7981098687 |
| 1995-07-01 | 58.3529757629 |
| 1995-08-01 | 58.4056673838 |
| 1995-09-01 | 58.3687213032 |
| 1995-10-01 | 58.4495731106 |
| 1995-11-01 | 58.8767545529 |
| 1995-12-01 | 59.2178356659 |
| 1996-01-01 | 58.4045768064 |
| 1996-02-01 | 59.3397623429 |
| 1996-03-01 | 60.0400260035 |
| 1996-04-01 | 60.6881817842 |
| 1996-05-01 | 61.2043142593 |
| 1996-06-01 | 62.1880810261 |
| 1996-07-01 | 61.0253116834 |
| 1996-08-01 | 61.6603069562 |
| 1996-09-01 | 62.2515390148 |
| 1996-10-01 | 64.3370355546 |
| 1996-11-01 | 65.0003428536 |
| 1996-12-01 | 64.8493802852 |
| 1997-01-01 | 64.8469814734 |
| 1997-02-01 | 65.6432095236 |
| 1997-03-01 | 66.8138344619 |
| 1997-04-01 | 66.8374548375 |
| 1997-05-01 | 68.0199497582 |
| 1997-06-01 | 68.9079632322 |
| 1997-07-01 | 71.5212748953 |
| 1997-08-01 | 71.5164254616 |
| 1997-09-01 | 72.6303496193 |
| 1997-10-01 | 72.8714684756 |
| 1997-11-01 | 73.3840934188 |
| 1997-12-01 | 74.2377707921 |
| 1998-01-01 | 75.6088858911 |
| 1998-02-01 | 76.6274954737 |
| 1998-03-01 | 77.2561302827 |
| 1998-04-01 | 79.0546434756 |
| 1998-05-01 | 80.0904321809 |
| 1998-06-01 | 81.4655080886 |
| 1998-07-01 | 82.3749163267 |
| 1998-08-01 | 83.7797025352 |
| 1998-09-01 | 84.7653054034 |
| 1998-10-01 | 86.3982085780 |
| 1998-11-01 | 87.6959750885 |
| 1998-12-01 | 88.5319690587 |
| 1999-01-01 | 90.5066408373 |
| 1999-02-01 | 91.6751729201 |
| 1999-03-01 | 92.2596664466 |
| 1999-04-01 | 92.4003152948 |
| 1999-05-01 | 93.0438925616 |
| 1999-06-01 | 93.9509216400 |
| 1999-07-01 | 94.2119926293 |
| 1999-08-01 | 94.6366359134 |
| 1999-09-01 | 95.3097632280 |
| 1999-10-01 | 95.3210934793 |
| 1999-11-01 | 95.6805588599 |
| 1999-12-01 | 96.5504940366 |
| 2000-01-01 | 97.7815799941 |
| 2000-02-01 | 98.6062755654 |
| 2000-03-01 | 99.5026699580 |
| 2000-04-01 | 101.1976839193 |
| 2000-05-01 | 100.5675043891 |
| 2000-06-01 | 103.2290436729 |
| 2000-07-01 | 103.6017275703 |
| 2000-08-01 | 104.5874120147 |
| 2000-09-01 | 105.5499137388 |
| 2000-10-01 | 106.7431968126 |
| 2000-11-01 | 107.2671947216 |
| 2000-12-01 | 107.7190604250 |
| 2001-01-01 | 103.7416478771 |
| 2001-02-01 | 103.9405328255 |
| 2001-03-01 | 103.7104184276 |
| 2001-04-01 | 102.8024856380 |
| 2001-05-01 | 102.3120412163 |
| 2001-06-01 | 101.8992891644 |
| 2001-07-01 | 101.8697239292 |
| 2001-08-01 | 101.2408530531 |
| 2001-09-01 | 100.4507907485 |
| 2001-10-01 | 99.6197460927 |
| 2001-11-01 | 99.3156583203 |
| 2001-12-01 | 98.9072242787 |
| 2002-01-01 | 97.4711561905 |
| 2002-02-01 | 97.4875257425 |
| 2002-03-01 | 97.7254831063 |
| 2002-04-01 | 97.7018241674 |
| 2002-05-01 | 97.7427407412 |
| 2002-06-01 | 97.4597415860 |
| 2002-07-01 | 97.2676878841 |
| 2002-08-01 | 97.2938216206 |
| 2002-09-01 | 97.4593745119 |
| 2002-10-01 | 96.7887432806 |
| 2002-11-01 | 97.1142057663 |
| 2002-12-01 | 97.1600027433 |
| 2003-01-01 | 96.7676448562 |
| 2003-02-01 | 96.6233693234 |
| 2003-03-01 | 96.6806732958 |
| 2003-04-01 | 97.1756411701 |
| 2003-05-01 | 97.4319501136 |
| 2003-06-01 | 97.9031859467 |
| 2003-07-01 | 97.6382181429 |
| 2003-08-01 | 98.2382729169 |
| 2003-09-01 | 98.7953810077 |
| 2003-10-01 | 99.7796738188 |
| 2003-11-01 | 100.2557268044 |
| 2003-12-01 | 100.9183941931 |
| 2004-01-01 | 101.2773370988 |
| 2004-02-01 | 101.5843109720 |
| 2004-03-01 | 102.9382524914 |
| 2004-04-01 | 103.8662424219 |
| 2004-05-01 | 104.0275634427 |
| 2004-06-01 | 104.3115338071 |
| 2004-07-01 | 104.8055494345 |
| 2004-08-01 | 105.0725170345 |
| 2004-09-01 | 105.2612770304 |
| 2004-10-01 | 105.6739792014 |
| 2004-11-01 | 105.7524088146 |
| 2004-12-01 | 105.8530444341 |
| 2005-01-01 | 106.1933069905 |
| 2005-02-01 | 107.0099595947 |
| 2005-03-01 | 107.4921761761 |
| 2005-04-01 | 108.0681281135 |
| 2005-05-01 | 108.6051336040 |
| 2005-06-01 | 109.6518296923 |
| 2005-07-01 | 110.7520264944 |
| 2005-08-01 | 111.3866916478 |
| 2005-09-01 | 112.6424269138 |
| 2005-10-01 | 113.6993523692 |
| 2005-11-01 | 114.5525719163 |
| 2005-12-01 | 115.6282416232 |
| 2006-01-01 | 116.1602517149 |
| 2006-02-01 | 116.7078998769 |
| 2006-03-01 | 117.3330882753 |
| 2006-04-01 | 117.4769088191 |
| 2006-05-01 | 118.3015031435 |
| 2006-06-01 | 118.7033067804 |
| 2006-07-01 | 119.3023670070 |
| 2006-08-01 | 119.7934438866 |
| 2006-09-01 | 120.3359961144 |
| 2006-10-01 | 120.3308738274 |
| 2006-11-01 | 121.0220997798 |
| 2006-12-01 | 121.5013966626 |
| 2007-01-01 | 123.0200661125 |
| 2007-02-01 | 123.9468435074 |
| 2007-03-01 | 124.1613654272 |
| 2007-04-01 | 125.3888096251 |
| 2007-05-01 | 125.8643614509 |
| 2007-06-01 | 126.5618217620 |
| 2007-07-01 | 126.6673800234 |
| 2007-08-01 | 127.5079268269 |
| 2007-09-01 | 127.6089122902 |
| 2007-10-01 | 128.4877929278 |
| 2007-11-01 | 128.8745650176 |
| 2007-12-01 | 129.3900461944 |
| 2008-01-01 | 130.1866943691 |
| 2008-02-01 | 130.5788977799 |
| 2008-03-01 | 131.1056373459 |
| 2008-04-01 | 131.7444622827 |
| 2008-05-01 | 132.6268702190 |
| 2008-06-01 | 133.1143173381 |
| 2008-07-01 | 134.4707610933 |
| 2008-08-01 | 134.9345033489 |
| 2008-09-01 | 135.4859153125 |
| 2008-10-01 | 135.7370645030 |
| 2008-11-01 | 136.2982285657 |
| 2008-12-01 | 136.8927542647 |
| 2009-01-01 | 136.7973850156 |
| 2009-02-01 | 136.9051258603 |
| 2009-03-01 | 137.1178364909 |
| 2009-04-01 | 137.1867267922 |
| 2009-05-01 | 137.2784372408 |
| 2009-06-01 | 137.4620954576 |
| 2009-07-01 | 137.4614984247 |
| 2009-08-01 | 137.6685889952 |
| 2009-09-01 | 137.8790505792 |
| 2009-10-01 | 138.2032609297 |
| 2009-11-01 | 138.3530478277 |
| 2009-12-01 | 139.2283731309 |
| 2010-01-01 | 138.1273846187 |
| 2010-02-01 | 138.1733091828 |
| 2010-03-01 | 138.6780454925 |
| 2010-04-01 | 138.9048616674 |
| 2010-05-01 | 139.3484202689 |
| 2010-06-01 | 139.6045423787 |
| 2010-07-01 | 139.5704566896 |
| 2010-08-01 | 139.7021449903 |
| 2010-09-01 | 140.2731893740 |
| 2010-10-01 | 141.1779897756 |
| 2010-11-01 | 141.6411482758 |
| 2010-12-01 | 142.3997060007 |
| 2011-01-01 | 144.2479210786 |
| 2011-02-01 | 144.1169548564 |
| 2011-03-01 | 144.4039191536 |
| 2011-04-01 | 145.5409222783 |
| 2011-05-01 | 145.8996132452 |
| 2011-06-01 | 146.2031000366 |
| 2011-07-01 | 147.3958197325 |
| 2011-08-01 | 147.9198750364 |
| 2011-09-01 | 148.7887018133 |
| 2011-10-01 | 148.4631713808 |
| 2011-11-01 | 149.2008184214 |
| 2011-12-01 | 149.6074001095 |
| 2012-01-01 | 148.6249982566 |
| 2012-02-01 | 148.8170702363 |
| 2012-03-01 | 149.0275742057 |
| 2012-04-01 | 148.9619557582 |
| 2012-05-01 | 149.1574502459 |
| 2012-06-01 | 149.4088925576 |
| 2012-07-01 | 149.2235279354 |
| 2012-08-01 | 149.2504673668 |
| 2012-09-01 | 148.7891695344 |
| 2012-10-01 | 149.2393778415 |
| 2012-11-01 | 149.1504942146 |
| 2012-12-01 | 149.4016129185 |
| 2013-01-01 | 149.5095803609 |
| 2013-02-01 | 149.6548343269 |
| 2013-03-01 | 149.5502739602 |
| 2013-04-01 | 148.8189666295 |
| 2013-05-01 | 148.2112300932 |
| 2013-06-01 | 147.5754983816 |
| 2013-07-01 | 147.2476704776 |
| 2013-08-01 | 147.0799070414 |
| 2013-09-01 | 147.4037320937 |
| 2013-10-01 | 145.3014396170 |
| 2013-11-01 | 145.4955739041 |
| 2013-12-01 | 145.0632902453 |
| 2014-01-01 | 145.3042240294 |
| 2014-02-01 | 145.0145765488 |
| 2014-03-01 | 144.6782066475 |
| 2014-04-01 | 144.9829270431 |
| 2014-05-01 | 145.1900651348 |
| 2014-06-01 | 145.4515250431 |
| 2014-07-01 | 145.3571025695 |
| 2014-08-01 | 145.9206263554 |
| 2014-09-01 | 145.8918723903 |
| 2014-10-01 | 146.3777869831 |
| 2014-11-01 | 146.8692236097 |
| 2014-12-01 | 147.8032800233 |
| 2015-01-01 | 150.0145163218 |
| 2015-02-01 | 149.9067020578 |
| 2015-03-01 | 149.9539024533 |
| 2015-04-01 | 152.3523363522 |
| 2015-05-01 | 152.5758663496 |
| 2015-06-01 | 152.5868277151 |
| 2015-07-01 | 154.3654588952 |
| 2015-08-01 | 154.3670879484 |
| 2015-09-01 | 155.8976041972 |
| 2015-10-01 | 156.8760763889 |
| 2015-11-01 | 157.2117362424 |
| 2015-12-01 | 157.7204511581 |
| 2016-01-01 | 157.5170978093 |
| 2016-02-01 | 157.6858472499 |
| 2016-03-01 | 158.3470785560 |
| 2016-04-01 | 158.4012637305 |
| 2016-05-01 | 158.8817954953 |
| 2016-06-01 | 159.1659288116 |
| 2016-07-01 | 159.2307753774 |
| 2016-08-01 | 159.9743276923 |
| 2016-09-01 | 160.8852013360 |
| 2016-10-01 | 160.5032846255 |
| 2016-11-01 | 160.6082687976 |
| 2016-12-01 | 160.8370162418 |
| 2017-01-01 | 160.8891173130 |
| 2017-02-01 | 161.1555909999 |
| 2017-03-01 | 161.4343624283 |
| 2017-04-01 | 161.6693412087 |
| 2017-05-01 | 161.7845392815 |
| 2017-06-01 | 162.2383061387 |
| 2017-07-01 | 162.6203037716 |
| 2017-08-01 | 163.1797533695 |
| 2017-09-01 | 163.0744499840 |
| 2017-10-01 | 163.1564366150 |
| 2017-11-01 | 164.0398543807 |
| 2017-12-01 | 164.3835225818 |
| 2018-01-01 | 165.0026226563 |
| 2018-02-01 | 165.8055919927 |
| 2018-03-01 | 165.7711820960 |
| 2018-04-01 | 166.7169074742 |
| 2018-05-01 | 166.9936879077 |
| 2018-06-01 | 167.4335404908 |
| 2018-07-01 | 167.5174712485 |
| 2018-08-01 | 167.5090073089 |
| 2018-09-01 | 166.5694406794 |
| 2018-10-01 | 167.5118139317 |
| 2018-11-01 | 167.5872212673 |
| 2018-12-01 | 167.6885252824 |
| 2019-01-01 | 167.1571624094 |
| 2019-02-01 | 167.3310163179 |
| 2019-03-01 | 167.5285698986 |
| 2019-04-01 | 167.7487347154 |
| 2019-05-01 | 167.9803186406 |
| 2019-06-01 | 168.1211771868 |
| 2019-07-01 | 168.6484146753 |
| 2019-08-01 | 168.5895820198 |
| 2019-09-01 | 168.1515933321 |
| 2019-10-01 | 169.9846441252 |
| 2019-11-01 | 170.1942934390 |
| 2019-12-01 | 170.4064328531 |
| 2020-01-01 | 170.9162585310 |
| 2020-02-01 | 170.7520134430 |
| 2020-03-01 | 170.5582819816 |
| 2020-04-01 | 170.1742590542 |
| 2020-05-01 | 171.2564752651 |
| 2020-06-01 | 170.4237648057 |
| 2020-07-01 | 170.6717962399 |
| 2020-08-01 | 170.9792385066 |
| 2020-09-01 | 171.5233451351 |
| 2020-10-01 | 171.1226551266 |
| 2020-11-01 | 170.4225283688 |
| 2020-12-01 | 171.4025755249 |
| 2021-01-01 | 171.9021839576 |
| 2021-02-01 | 171.7967380754 |
| 2021-03-01 | 172.5827623027 |
| 2021-04-01 | 172.2286346592 |
| 2021-05-01 | 171.9188838761 |
| 2021-06-01 | 171.9571252693 |
| 2021-07-01 | 171.6242370012 |
| 2021-08-01 | 171.4824033904 |
| 2021-09-01 | 171.8160103228 |
| 2021-10-01 | 173.3819458889 |
| 2021-11-01 | 173.4061332356 |
| 2021-12-01 | 173.1732637005 |
| 2022-01-01 | 174.1314364311 |
| 2022-02-01 | 174.7525654533 |
| 2022-03-01 | 174.6844903432 |
| 2022-04-01 | 176.3746917128 |
| 2022-05-01 | 176.8815128238 |
| 2022-06-01 | 177.5200770457 |
| 2022-07-01 | 177.8050976991 |
| 2022-08-01 | 178.1737985247 |
| 2022-09-01 | 177.5580929599 |
| 2022-10-01 | 177.2529678462 |
| 2022-11-01 | 177.0747737175 |
| 2022-12-01 | 176.9073256788 |
| 2023-01-01 | 176.9167716260 |
| 2023-02-01 | 176.9895853356 |
| 2023-03-01 | 176.4924517882 |
| 2023-04-01 | 176.1207803477 |
| 2023-05-01 | 175.9367188966 |
| 2023-06-01 | 175.8357378834 |
| 2023-07-01 | 175.5225730145 |
| 2023-08-01 | 175.0398220550 |
| 2023-09-01 | 174.7334962196 |
| 2023-10-01 | 175.0350890962 |
| 2023-11-01 | 174.8614464886 |
| 2023-12-01 | 175.0877002611 |
| 2024-01-01 | 173.3607967393 |
| 2024-02-01 | 173.4015220178 |
| 2024-03-01 | 173.5697212210 |
| 2024-04-01 | 173.2700632745 |
| 2024-05-01 | 173.2905198013 |
| 2024-06-01 | 173.2627484940 |
| 2024-07-01 | 173.6911017959 |
| 2024-08-01 | 173.7648158610 |
| 2024-09-01 | 174.0062699593 |
| 2024-10-01 | 173.2801663901 |
| 2024-11-01 | 172.5144490405 |
| 2024-12-01 | 172.6146225217 |
| 2025-01-01 | 172.9118435301 |
| 2025-02-01 | 172.2299397333 |
| 2025-03-01 | 171.1304945607 |
| 2025-04-01 | 171.1402544538 |
| 2025-05-01 | 170.3519987680 |
| 2025-06-01 | 169.2998047351 |
| 2025-07-01 | 168.1802925490 |
| 2025-08-01 | 167.1021397690 |
| 2025-09-01 | 166.4786064922 |
| 2025-10-01 | 164.9098429652 |
| 2025-11-01 | 164.2630796099 |
| 2025-12-01 | 168.0258152750 |
| 2026-01-01 | 161.5465743263 |
| 2026-02-01 | 162.1738023997 |
| 2026-03-01 | 161.4890339484 |
| 2026-04-01 | 160.8066575434 |
| 2026-05-01 | 160.2256317453 |
| 2026-06-01 | 159.4818243365 |
| 2026-07-01 | 158.5767304512 |
| 2026-08-01 | 160.2887514821 |