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 2026-01-01 |
| Last Updated | 2026-04-10 11:07 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 | 44.2516694564267 |
| 1990-02-01 | 44.4867036134096 |
| 1990-03-01 | 44.6526077008070 |
| 1990-04-01 | 44.8247579405530 |
| 1990-05-01 | 44.9551045392793 |
| 1990-06-01 | 45.0313313543660 |
| 1990-07-01 | 45.6837501476964 |
| 1990-08-01 | 45.9649597330156 |
| 1990-09-01 | 45.9711061879205 |
| 1990-10-01 | 44.8135217562186 |
| 1990-11-01 | 44.7558236649499 |
| 1990-12-01 | 44.6577560487039 |
| 1991-01-01 | 43.0373253196855 |
| 1991-02-01 | 43.3676817839980 |
| 1991-03-01 | 43.5489234166577 |
| 1991-04-01 | 43.5837573280205 |
| 1991-05-01 | 43.6201694508486 |
| 1991-06-01 | 43.6996004126480 |
| 1991-07-01 | 43.6038406246532 |
| 1991-08-01 | 43.8121959747922 |
| 1991-09-01 | 44.1096048595971 |
| 1991-10-01 | 44.3445611845922 |
| 1991-11-01 | 44.4168666995509 |
| 1991-12-01 | 44.5661104264098 |
| 1992-01-01 | 44.5092844796753 |
| 1992-02-01 | 44.7301821258523 |
| 1992-03-01 | 44.7467037320916 |
| 1992-04-01 | 44.6886058657480 |
| 1992-05-01 | 44.8515204843420 |
| 1992-06-01 | 45.1304892444599 |
| 1992-07-01 | 45.6428935694669 |
| 1992-08-01 | 46.0954786271989 |
| 1992-09-01 | 46.4924450704110 |
| 1992-10-01 | 46.8934315458575 |
| 1992-11-01 | 47.3920452310270 |
| 1992-12-01 | 47.6641989006182 |
| 1993-01-01 | 48.6932577873775 |
| 1993-02-01 | 48.8897314209626 |
| 1993-03-01 | 49.0385487782677 |
| 1993-04-01 | 48.9669629100580 |
| 1993-05-01 | 49.3576618032060 |
| 1993-06-01 | 49.5652035353394 |
| 1993-07-01 | 48.6990224276210 |
| 1993-08-01 | 49.1607450506655 |
| 1993-09-01 | 49.7026997198935 |
| 1993-10-01 | 50.5512516682070 |
| 1993-11-01 | 50.8119313247295 |
| 1993-12-01 | 51.6868025323087 |
| 1994-01-01 | 47.8842526190642 |
| 1994-02-01 | 48.1544337200725 |
| 1994-03-01 | 48.3995764869967 |
| 1994-04-01 | 49.0020073635669 |
| 1994-05-01 | 49.1703684402629 |
| 1994-06-01 | 49.5987219654272 |
| 1994-07-01 | 50.3631226863661 |
| 1994-08-01 | 50.9111079089233 |
| 1994-09-01 | 51.4938466572726 |
| 1994-10-01 | 51.5928656239223 |
| 1994-11-01 | 51.9036984279044 |
| 1994-12-01 | 52.1093923532057 |
| 1995-01-01 | 54.4598383255732 |
| 1995-02-01 | 54.6136803499444 |
| 1995-03-01 | 55.2768455950842 |
| 1995-04-01 | 56.6899115025865 |
| 1995-05-01 | 57.1402425729084 |
| 1995-06-01 | 57.7783349919425 |
| 1995-07-01 | 58.3338900634735 |
| 1995-08-01 | 58.3890327619076 |
| 1995-09-01 | 58.3478751612181 |
| 1995-10-01 | 58.4135267754623 |
| 1995-11-01 | 58.8378800204910 |
| 1995-12-01 | 59.1761531593583 |
| 1996-01-01 | 58.5967599313616 |
| 1996-02-01 | 59.3414337450306 |
| 1996-03-01 | 60.0388227256807 |
| 1996-04-01 | 60.6837363045082 |
| 1996-05-01 | 61.1950889245387 |
| 1996-06-01 | 62.1696142094952 |
| 1996-07-01 | 61.0085562678455 |
| 1996-08-01 | 61.6484642834967 |
| 1996-09-01 | 62.2385233408655 |
| 1996-10-01 | 64.3108688336991 |
| 1996-11-01 | 64.9745091921041 |
| 1996-12-01 | 64.8231188772332 |
| 1997-01-01 | 64.9926391795598 |
| 1997-02-01 | 65.6414409809197 |
| 1997-03-01 | 66.8099327802308 |
| 1997-04-01 | 66.8294345208331 |
| 1997-05-01 | 68.0090477013552 |
| 1997-06-01 | 68.8934000702448 |
| 1997-07-01 | 71.5089733622704 |
| 1997-08-01 | 71.5101203249493 |
| 1997-09-01 | 72.6255285758471 |
| 1997-10-01 | 72.8555976185001 |
| 1997-11-01 | 73.3728268297926 |
| 1997-12-01 | 74.2306078623155 |
| 1998-01-01 | 75.6923115178380 |
| 1998-02-01 | 76.6240779793059 |
| 1998-03-01 | 77.2519392337438 |
| 1998-04-01 | 79.0456216364550 |
| 1998-05-01 | 80.0806325309778 |
| 1998-06-01 | 81.4551608558100 |
| 1998-07-01 | 82.3680813227704 |
| 1998-08-01 | 83.7789807505153 |
| 1998-09-01 | 84.7658352367065 |
| 1998-10-01 | 86.3926584867535 |
| 1998-11-01 | 87.6959372327131 |
| 1998-12-01 | 88.5352995667907 |
| 1999-01-01 | 90.5352461086728 |
| 1999-02-01 | 91.6752245924641 |
| 1999-03-01 | 92.2569922262357 |
| 1999-04-01 | 92.3912390825851 |
| 1999-05-01 | 93.0362215483616 |
| 1999-06-01 | 93.9450217022470 |
| 1999-07-01 | 94.2093260242185 |
| 1999-08-01 | 94.6383820601269 |
| 1999-09-01 | 95.3137275510868 |
| 1999-10-01 | 95.3223667391260 |
| 1999-11-01 | 95.6863432110554 |
| 1999-12-01 | 96.5573319670840 |
| 2000-01-01 | 97.7818929090054 |
| 2000-02-01 | 98.6053911882553 |
| 2000-03-01 | 99.4998357999673 |
| 2000-04-01 | 101.1897760658600 |
| 2000-05-01 | 100.5621996107860 |
| 2000-06-01 | 103.2264545635090 |
| 2000-07-01 | 103.6016943431910 |
| 2000-08-01 | 104.5896992860110 |
| 2000-09-01 | 105.5549976941650 |
| 2000-10-01 | 106.7481484199430 |
| 2000-11-01 | 107.2740946020670 |
| 2000-12-01 | 107.7247024623650 |
| 2001-01-01 | 103.7357447602240 |
| 2001-02-01 | 103.9370158506890 |
| 2001-03-01 | 103.7071658448540 |
| 2001-04-01 | 102.7936677894940 |
| 2001-05-01 | 102.3091170105830 |
| 2001-06-01 | 101.8983683491290 |
| 2001-07-01 | 101.8709814909510 |
| 2001-08-01 | 101.2431802646320 |
| 2001-09-01 | 100.4565711570910 |
| 2001-10-01 | 99.6244174110001 |
| 2001-11-01 | 99.3218693895762 |
| 2001-12-01 | 98.9135341755306 |
| 2002-01-01 | 97.4640689119787 |
| 2002-02-01 | 97.4829150116552 |
| 2002-03-01 | 97.7223791112284 |
| 2002-04-01 | 97.6925035186838 |
| 2002-05-01 | 97.7411765450366 |
| 2002-06-01 | 97.4598747090941 |
| 2002-07-01 | 97.2694652863832 |
| 2002-08-01 | 97.2960235266555 |
| 2002-09-01 | 97.4646065631092 |
| 2002-10-01 | 96.7923554092923 |
| 2002-11-01 | 97.1186016909591 |
| 2002-12-01 | 97.1652827965911 |
| 2003-01-01 | 96.7624181885795 |
| 2003-02-01 | 96.6196040613259 |
| 2003-03-01 | 96.6785632880134 |
| 2003-04-01 | 97.1659196877099 |
| 2003-05-01 | 97.4315138325005 |
| 2003-06-01 | 97.9039712657869 |
| 2003-07-01 | 97.6400311610707 |
| 2003-08-01 | 98.2400357065578 |
| 2003-09-01 | 98.7998193027947 |
| 2003-10-01 | 99.7820155525655 |
| 2003-11-01 | 100.2583915004380 |
| 2003-12-01 | 100.9210749696690 |
| 2004-01-01 | 101.2746752150800 |
| 2004-02-01 | 101.5818670242030 |
| 2004-03-01 | 102.9370256917650 |
| 2004-04-01 | 103.8581480396400 |
| 2004-05-01 | 104.0277227975470 |
| 2004-06-01 | 104.3125320462020 |
| 2004-07-01 | 104.8071701137300 |
| 2004-08-01 | 105.0738715624070 |
| 2004-09-01 | 105.2642787936450 |
| 2004-10-01 | 105.6753108213670 |
| 2004-11-01 | 105.7535914153900 |
| 2004-12-01 | 105.8531035436780 |
| 2005-01-01 | 106.1931077119820 |
| 2005-02-01 | 107.0089473093000 |
| 2005-03-01 | 107.4922373387200 |
| 2005-04-01 | 108.0609954296140 |
| 2005-05-01 | 108.6058911217650 |
| 2005-06-01 | 109.6528437318940 |
| 2005-07-01 | 110.7532272371970 |
| 2005-08-01 | 111.3876675333120 |
| 2005-09-01 | 112.6441754589840 |
| 2005-10-01 | 113.6999568256000 |
| 2005-11-01 | 114.5531016557950 |
| 2005-12-01 | 115.6277177513870 |
| 2006-01-01 | 116.1603244422750 |
| 2006-02-01 | 116.7073979529950 |
| 2006-03-01 | 117.3335502523800 |
| 2006-04-01 | 117.4723687398380 |
| 2006-05-01 | 118.3020971869800 |
| 2006-06-01 | 118.7040611674600 |
| 2006-07-01 | 119.3032142534980 |
| 2006-08-01 | 119.7941902694220 |
| 2006-09-01 | 120.3366924848300 |
| 2006-10-01 | 120.3311861232120 |
| 2006-11-01 | 121.0223548495820 |
| 2006-12-01 | 121.5006494614050 |
| 2007-01-01 | 123.0201008898870 |
| 2007-02-01 | 123.9466778814460 |
| 2007-03-01 | 124.1617369334000 |
| 2007-04-01 | 125.3865498556170 |
| 2007-05-01 | 125.8646742611330 |
| 2007-06-01 | 126.5622835279610 |
| 2007-07-01 | 126.6678372107630 |
| 2007-08-01 | 127.5083840455670 |
| 2007-09-01 | 127.6093232885470 |
| 2007-10-01 | 128.4879038502570 |
| 2007-11-01 | 128.8747087200890 |
| 2007-12-01 | 129.3892075985260 |
| 2008-01-01 | 130.1866501368970 |
| 2008-02-01 | 130.5788219904030 |
| 2008-03-01 | 131.1056249232430 |
| 2008-04-01 | 131.7442694746510 |
| 2008-05-01 | 132.6267921301680 |
| 2008-06-01 | 133.1144811579420 |
| 2008-07-01 | 134.4709833278880 |
| 2008-08-01 | 134.9347431124390 |
| 2008-09-01 | 135.4860752440300 |
| 2008-10-01 | 135.7370699882160 |
| 2008-11-01 | 136.2983069668060 |
| 2008-12-01 | 136.8920966903980 |
| 2009-01-01 | 136.7973363229260 |
| 2009-02-01 | 136.9051289921930 |
| 2009-03-01 | 137.1179484319040 |
| 2009-04-01 | 137.1867351171860 |
| 2009-05-01 | 137.2784690473230 |
| 2009-06-01 | 137.4622212839770 |
| 2009-07-01 | 137.4615695006660 |
| 2009-08-01 | 137.6686591328370 |
| 2009-09-01 | 137.8790894832200 |
| 2009-10-01 | 138.2032424716690 |
| 2009-11-01 | 138.3530738516360 |
| 2009-12-01 | 139.2279541889450 |
| 2010-01-01 | 138.1273570516280 |
| 2010-02-01 | 138.1733383198650 |
| 2010-03-01 | 138.6781497008360 |
| 2010-04-01 | 138.9049240922280 |
| 2010-05-01 | 139.3484760338860 |
| 2010-06-01 | 139.6046181996590 |
| 2010-07-01 | 139.5704653442460 |
| 2010-08-01 | 139.7021509006680 |
| 2010-09-01 | 140.2731519327980 |
| 2010-10-01 | 141.1779786681730 |
| 2010-11-01 | 141.6411268949410 |
| 2010-12-01 | 142.3995728754480 |
| 2011-01-01 | 144.2479022252200 |
| 2011-02-01 | 144.1169761082180 |
| 2011-03-01 | 144.4039577560730 |
| 2011-04-01 | 145.5409711920270 |
| 2011-05-01 | 145.8996471918330 |
| 2011-06-01 | 146.2031346705290 |
| 2011-07-01 | 147.3958226399410 |
| 2011-08-01 | 147.9198768833210 |
| 2011-09-01 | 148.7886330025530 |
| 2011-10-01 | 148.4631635879950 |
| 2011-11-01 | 149.2008161725720 |
| 2011-12-01 | 149.6073522915240 |
| 2012-01-01 | 148.6249966804530 |
| 2012-02-01 | 148.8170920186630 |
| 2012-03-01 | 149.0276034322570 |
| 2012-04-01 | 148.9619978421270 |
| 2012-05-01 | 149.1574906716390 |
| 2012-06-01 | 149.4088551559360 |
| 2012-07-01 | 149.2235467677060 |
| 2012-08-01 | 149.2504698566240 |
| 2012-09-01 | 148.7890729656430 |
| 2012-10-01 | 149.2393542672670 |
| 2012-11-01 | 149.1504810438660 |
| 2012-12-01 | 149.4016197311170 |
| 2013-01-01 | 149.5095829091330 |
| 2013-02-01 | 149.6548686612430 |
| 2013-03-01 | 149.5503291806270 |
| 2013-04-01 | 148.8190351505800 |
| 2013-05-01 | 148.2112872531530 |
| 2013-06-01 | 147.5754137572430 |
| 2013-07-01 | 147.2477093186450 |
| 2013-08-01 | 147.0799252199430 |
| 2013-09-01 | 147.4035059196330 |
| 2013-10-01 | 145.3014132528080 |
| 2013-11-01 | 145.4955390533930 |
| 2013-12-01 | 145.0632817211180 |
| 2014-01-01 | 145.3042433910500 |
| 2014-02-01 | 145.0146632757840 |
| 2014-03-01 | 144.6783384585330 |
| 2014-04-01 | 144.9830635061090 |
| 2014-05-01 | 145.1901623806820 |
| 2014-06-01 | 145.4513904914530 |
| 2014-07-01 | 145.3571440541440 |
| 2014-08-01 | 145.9206469364690 |
| 2014-09-01 | 145.8914906545100 |
| 2014-10-01 | 146.3777091214440 |
| 2014-11-01 | 146.8691578006920 |
| 2014-12-01 | 147.8032303076950 |
| 2015-01-01 | 150.0144720280400 |
| 2015-02-01 | 149.9066836605200 |
| 2015-03-01 | 149.9546674959930 |
| 2015-04-01 | 152.3523968260970 |
| 2015-05-01 | 152.5759416019580 |
| 2015-06-01 | 152.5867299810560 |
| 2015-07-01 | 154.3655566267060 |
| 2015-08-01 | 154.3671322180910 |
| 2015-09-01 | 155.8968646025770 |
| 2015-10-01 | 156.8758994212060 |
| 2015-11-01 | 157.2114874145300 |
| 2015-12-01 | 157.7202126128750 |
| 2016-01-01 | 157.5169682854520 |
| 2016-02-01 | 157.6858535715570 |
| 2016-03-01 | 158.3486690795070 |
| 2016-04-01 | 158.4014156116270 |
| 2016-05-01 | 158.8819684445340 |
| 2016-06-01 | 159.1659727401850 |
| 2016-07-01 | 159.2310245441920 |
| 2016-08-01 | 159.9744622297810 |
| 2016-09-01 | 160.8840597399440 |
| 2016-10-01 | 160.5026576518350 |
| 2016-11-01 | 160.6072970632330 |
| 2016-12-01 | 160.8361360929410 |
| 2017-01-01 | 160.8887811260130 |
| 2017-02-01 | 161.1558980268380 |
| 2017-03-01 | 161.4372925248670 |
| 2017-04-01 | 161.6700774266500 |
| 2017-05-01 | 161.7849299546890 |
| 2017-06-01 | 162.2387387574330 |
| 2017-07-01 | 162.6208939995820 |
| 2017-08-01 | 163.1803259776490 |
| 2017-09-01 | 163.0724810294060 |
| 2017-10-01 | 163.1548969210110 |
| 2017-11-01 | 164.0373837517490 |
| 2017-12-01 | 164.3814414087550 |
| 2018-01-01 | 165.0010869615480 |
| 2018-02-01 | 165.8047272331160 |
| 2018-03-01 | 165.7810284212520 |
| 2018-04-01 | 166.7169973805990 |
| 2018-05-01 | 166.9937010445620 |
| 2018-06-01 | 167.4343953446930 |
| 2018-07-01 | 167.5188608518110 |
| 2018-08-01 | 167.5103162865620 |
| 2018-09-01 | 166.5674948019200 |
| 2018-10-01 | 167.5068398207840 |
| 2018-11-01 | 167.5860952557740 |
| 2018-12-01 | 167.6794164906470 |
| 2019-01-01 | 167.1565168909890 |
| 2019-02-01 | 167.3302317345030 |
| 2019-03-01 | 167.5454595622520 |
| 2019-04-01 | 167.7483619062500 |
| 2019-05-01 | 167.9800447368090 |
| 2019-06-01 | 168.1222987480800 |
| 2019-07-01 | 168.6504942657600 |
| 2019-08-01 | 168.5919473378220 |
| 2019-09-01 | 168.1500907123400 |
| 2019-10-01 | 169.9763282239790 |
| 2019-11-01 | 170.1943501591040 |
| 2019-12-01 | 170.3900447728430 |
| 2020-01-01 | 170.9163129964250 |
| 2020-02-01 | 170.7511744975740 |
| 2020-03-01 | 170.5812373152900 |
| 2020-04-01 | 170.1732490759860 |
| 2020-05-01 | 171.2560190803460 |
| 2020-06-01 | 170.4255631883100 |
| 2020-07-01 | 170.6756802855670 |
| 2020-08-01 | 170.9836315416440 |
| 2020-09-01 | 171.5229911114540 |
| 2020-10-01 | 171.1096037507520 |
| 2020-11-01 | 170.4217302740300 |
| 2020-12-01 | 171.3765311006460 |
| 2021-01-01 | 171.9053454353430 |
| 2021-02-01 | 171.8009339528190 |
| 2021-03-01 | 172.6089459202080 |
| 2021-04-01 | 172.2293048895780 |
| 2021-05-01 | 171.9179969404760 |
| 2021-06-01 | 171.9572035341600 |
| 2021-07-01 | 171.6257431128580 |
| 2021-08-01 | 171.4845973125020 |
| 2021-09-01 | 171.8288812329250 |
| 2021-10-01 | 173.3636898154530 |
| 2021-11-01 | 173.3889707190390 |
| 2021-12-01 | 173.1430583786280 |
| 2022-01-01 | 174.1418919650630 |
| 2022-02-01 | 174.7682911604150 |
| 2022-03-01 | 174.7159717994720 |
| 2022-04-01 | 176.3815342138260 |
| 2022-05-01 | 176.8779338895160 |
| 2022-06-01 | 177.5118185542370 |
| 2022-07-01 | 177.7977545467000 |
| 2022-08-01 | 178.1679550607430 |
| 2022-09-01 | 177.5990824003290 |
| 2022-10-01 | 177.2276779936970 |
| 2022-11-01 | 177.0344438251900 |
| 2022-12-01 | 176.8513507931160 |
| 2023-01-01 | 176.9408728188020 |
| 2023-02-01 | 177.0416120280170 |
| 2023-03-01 | 176.5418483353500 |
| 2023-04-01 | 176.1412087730890 |
| 2023-05-01 | 175.9367439117020 |
| 2023-06-01 | 175.7842430445950 |
| 2023-07-01 | 175.4865459205480 |
| 2023-08-01 | 175.0315080551770 |
| 2023-09-01 | 174.8125618666070 |
| 2023-10-01 | 175.0080677418100 |
| 2023-11-01 | 174.7972212285810 |
| 2023-12-01 | 175.0101804479020 |
| 2024-01-01 | 173.3780116513400 |
| 2024-02-01 | 173.5096460630190 |
| 2024-03-01 | 173.6457938406010 |
| 2024-04-01 | 173.3163709125010 |
| 2024-05-01 | 173.2991909493610 |
| 2024-06-01 | 173.1551875976740 |
| 2024-07-01 | 173.5904694374400 |
| 2024-08-01 | 173.7688620502720 |
| 2024-09-01 | 174.1211133891140 |
| 2024-10-01 | 173.2546915212320 |
| 2024-11-01 | 172.4356289659780 |
| 2024-12-01 | 172.5110578217450 |
| 2025-01-01 | 172.9160194677030 |
| 2025-02-01 | 172.3983913030870 |
| 2025-03-01 | 171.2409831510200 |
| 2025-04-01 | 171.2164595117530 |
| 2025-05-01 | 170.3745163969460 |
| 2025-06-01 | 169.1230962457530 |
| 2025-07-01 | 168.0012898786400 |
| 2025-08-01 | 167.1274264836980 |
| 2025-09-01 | 166.6229860027180 |
| 2025-10-01 | 164.8880221126600 |
| 2025-11-01 | 164.1735057165160 |
| 2025-12-01 | 167.9127285040100 |
| 2026-01-01 | 161.8275317023720 |