Table Data - All Employees: Professional and Business Services: Architectural, Engineering, and Related Services in Oklahoma
| Title | All Employees: Professional and Business Services: Architectural, Engineering, and Related Services in Oklahoma |
|---|---|
| Series ID | SMU40000006054130001SA |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 10:30 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 | 7.9207557465 |
| 1990-02-01 | 7.8893659769 |
| 1990-03-01 | 7.8015084079 |
| 1990-04-01 | 7.8433139254 |
| 1990-05-01 | 7.9091895908 |
| 1990-06-01 | 8.0517288789 |
| 1990-07-01 | 8.0515368129 |
| 1990-08-01 | 8.1553506274 |
| 1990-09-01 | 8.2709860913 |
| 1990-10-01 | 8.0177813611 |
| 1990-11-01 | 7.9131077569 |
| 1990-12-01 | 7.8779422132 |
| 1991-01-01 | 7.6214996877 |
| 1991-02-01 | 7.4900936217 |
| 1991-03-01 | 7.3953052749 |
| 1991-04-01 | 7.5430801076 |
| 1991-05-01 | 7.6036982463 |
| 1991-06-01 | 7.5545455773 |
| 1991-07-01 | 7.5494420445 |
| 1991-08-01 | 7.5596396462 |
| 1991-09-01 | 7.5768844253 |
| 1991-10-01 | 7.5176577133 |
| 1991-11-01 | 7.6179001946 |
| 1991-12-01 | 7.5806327820 |
| 1992-01-01 | 7.7196145111 |
| 1992-02-01 | 7.7891990606 |
| 1992-03-01 | 7.7873601553 |
| 1992-04-01 | 7.7336631615 |
| 1992-05-01 | 7.5939577921 |
| 1992-06-01 | 7.5576098644 |
| 1992-07-01 | 7.6532534648 |
| 1992-08-01 | 7.6708964914 |
| 1992-09-01 | 7.7874597084 |
| 1992-10-01 | 8.0152677626 |
| 1992-11-01 | 7.9279041822 |
| 1992-12-01 | 7.9875842619 |
| 1993-01-01 | 8.0108906839 |
| 1993-02-01 | 8.0762037111 |
| 1993-03-01 | 8.1798216546 |
| 1993-04-01 | 8.2218637190 |
| 1993-05-01 | 8.2884978460 |
| 1993-06-01 | 8.4591431496 |
| 1993-07-01 | 8.2609850561 |
| 1993-08-01 | 8.0865881540 |
| 1993-09-01 | 8.0944439779 |
| 1993-10-01 | 8.1081932074 |
| 1993-11-01 | 8.0435072263 |
| 1993-12-01 | 8.1002161526 |
| 1994-01-01 | 7.9944875248 |
| 1994-02-01 | 7.9645919904 |
| 1994-03-01 | 8.0817577072 |
| 1994-04-01 | 7.9067676416 |
| 1994-05-01 | 7.9774506713 |
| 1994-06-01 | 7.9549150439 |
| 1994-07-01 | 8.0711549694 |
| 1994-08-01 | 8.0953499086 |
| 1994-09-01 | 8.1029054379 |
| 1994-10-01 | 8.1055487554 |
| 1994-11-01 | 8.1656448433 |
| 1994-12-01 | 8.1133777961 |
| 1995-01-01 | 8.2766536038 |
| 1995-02-01 | 8.1553581519 |
| 1995-03-01 | 8.0845527683 |
| 1995-04-01 | 8.1913104681 |
| 1995-05-01 | 8.1656887916 |
| 1995-06-01 | 8.2476339696 |
| 1995-07-01 | 8.1781687274 |
| 1995-08-01 | 8.2963516144 |
| 1995-09-01 | 8.3122201643 |
| 1995-10-01 | 8.4100027697 |
| 1995-11-01 | 8.3883569931 |
| 1995-12-01 | 8.4235574673 |
| 1996-01-01 | 8.2582530379 |
| 1996-02-01 | 8.4541145068 |
| 1996-03-01 | 8.3971884777 |
| 1996-04-01 | 8.3722000853 |
| 1996-05-01 | 8.3416923546 |
| 1996-06-01 | 8.3362911021 |
| 1996-07-01 | 8.2940048150 |
| 1996-08-01 | 8.1911633838 |
| 1996-09-01 | 8.3277690212 |
| 1996-10-01 | 8.3196877464 |
| 1996-11-01 | 8.3081493843 |
| 1996-12-01 | 8.3227476509 |
| 1997-01-01 | 8.5481936407 |
| 1997-02-01 | 8.5502783088 |
| 1997-03-01 | 8.5947684924 |
| 1997-04-01 | 8.6608485592 |
| 1997-05-01 | 8.7224172977 |
| 1997-06-01 | 8.8338087334 |
| 1997-07-01 | 9.2049898018 |
| 1997-08-01 | 9.1994141490 |
| 1997-09-01 | 9.2432741030 |
| 1997-10-01 | 9.1278311569 |
| 1997-11-01 | 9.3151789393 |
| 1997-12-01 | 9.3133163591 |
| 1998-01-01 | 9.3351385182 |
| 1998-02-01 | 9.3474705078 |
| 1998-03-01 | 9.4890831103 |
| 1998-04-01 | 9.5604057406 |
| 1998-05-01 | 9.8093297017 |
| 1998-06-01 | 9.7359610745 |
| 1998-07-01 | 9.4152534209 |
| 1998-08-01 | 9.1102361715 |
| 1998-09-01 | 9.1608544231 |
| 1998-10-01 | 9.1366338563 |
| 1998-11-01 | 9.1120577394 |
| 1998-12-01 | 9.1877982892 |
| 1999-01-01 | 9.7298445353 |
| 1999-02-01 | 9.7461625180 |
| 1999-03-01 | 9.6714403040 |
| 1999-04-01 | 9.9689228229 |
| 1999-05-01 | 9.9052886049 |
| 1999-06-01 | 9.8431144117 |
| 1999-07-01 | 9.7205476631 |
| 1999-08-01 | 9.8264299874 |
| 1999-09-01 | 9.7744582977 |
| 1999-10-01 | 9.8523013142 |
| 1999-11-01 | 9.8056320550 |
| 1999-12-01 | 9.8686159204 |
| 2000-01-01 | 9.8133595407 |
| 2000-02-01 | 9.8304331387 |
| 2000-03-01 | 9.8542054821 |
| 2000-04-01 | 9.6745815218 |
| 2000-05-01 | 9.8119490840 |
| 2000-06-01 | 9.8541113697 |
| 2000-07-01 | 10.0386690871 |
| 2000-08-01 | 10.0400880984 |
| 2000-09-01 | 10.1790413818 |
| 2000-10-01 | 10.2661661165 |
| 2000-11-01 | 10.3050494951 |
| 2000-12-01 | 10.3518532915 |
| 2001-01-01 | 9.8978127222 |
| 2001-02-01 | 9.9054045732 |
| 2001-03-01 | 10.0259181028 |
| 2001-04-01 | 9.9787229373 |
| 2001-05-01 | 9.9292362626 |
| 2001-06-01 | 9.9752818527 |
| 2001-07-01 | 9.9533143796 |
| 2001-08-01 | 9.8556795263 |
| 2001-09-01 | 9.8777535711 |
| 2001-10-01 | 9.8768191025 |
| 2001-11-01 | 9.9027482830 |
| 2001-12-01 | 9.9475598214 |
| 2002-01-01 | 9.8800092582 |
| 2002-02-01 | 9.8765149215 |
| 2002-03-01 | 9.9051940617 |
| 2002-04-01 | 9.7718396483 |
| 2002-05-01 | 10.0505536696 |
| 2002-06-01 | 10.0995526487 |
| 2002-07-01 | 10.0629742111 |
| 2002-08-01 | 10.1646587881 |
| 2002-09-01 | 10.1744713214 |
| 2002-10-01 | 10.0848231234 |
| 2002-11-01 | 10.2079219226 |
| 2002-12-01 | 10.2429704337 |
| 2003-01-01 | 10.4719918204 |
| 2003-02-01 | 10.5541705345 |
| 2003-03-01 | 10.5903781413 |
| 2003-04-01 | 10.5591482157 |
| 2003-05-01 | 10.4672971962 |
| 2003-06-01 | 10.4176807672 |
| 2003-07-01 | 10.3628271413 |
| 2003-08-01 | 10.3658660289 |
| 2003-09-01 | 10.3838897664 |
| 2003-10-01 | 10.2906698932 |
| 2003-11-01 | 10.2097036721 |
| 2003-12-01 | 10.2393472990 |
| 2004-01-01 | 10.2724346610 |
| 2004-02-01 | 10.2325744446 |
| 2004-03-01 | 10.2946462453 |
| 2004-04-01 | 10.2469061227 |
| 2004-05-01 | 10.2758124530 |
| 2004-06-01 | 10.2224381316 |
| 2004-07-01 | 10.3564826953 |
| 2004-08-01 | 10.4680351633 |
| 2004-09-01 | 10.4974633952 |
| 2004-10-01 | 10.7951061252 |
| 2004-11-01 | 10.8122562278 |
| 2004-12-01 | 10.7277194332 |
| 2005-01-01 | 10.6709347163 |
| 2005-02-01 | 10.7153984540 |
| 2005-03-01 | 10.7041496763 |
| 2005-04-01 | 10.8531911997 |
| 2005-05-01 | 10.8853088156 |
| 2005-06-01 | 10.9240055668 |
| 2005-07-01 | 11.0443150042 |
| 2005-08-01 | 11.0683835573 |
| 2005-09-01 | 11.2110417547 |
| 2005-10-01 | 11.2977606696 |
| 2005-11-01 | 11.2992415369 |
| 2005-12-01 | 11.2090264555 |
| 2006-01-01 | 11.5702320575 |
| 2006-02-01 | 11.7124115615 |
| 2006-03-01 | 11.8190879065 |
| 2006-04-01 | 11.8681090811 |
| 2006-05-01 | 11.8935901669 |
| 2006-06-01 | 12.2185786763 |
| 2006-07-01 | 12.0293827670 |
| 2006-08-01 | 12.0745889970 |
| 2006-09-01 | 12.0144431856 |
| 2006-10-01 | 12.3026415138 |
| 2006-11-01 | 12.1991063647 |
| 2006-12-01 | 12.1845983264 |
| 2007-01-01 | 12.1607652760 |
| 2007-02-01 | 12.3163431654 |
| 2007-03-01 | 12.3296503063 |
| 2007-04-01 | 12.4863093829 |
| 2007-05-01 | 12.5975541989 |
| 2007-06-01 | 12.7073362136 |
| 2007-07-01 | 12.7266702094 |
| 2007-08-01 | 12.6789816906 |
| 2007-09-01 | 12.4133916910 |
| 2007-10-01 | 12.6063800107 |
| 2007-11-01 | 12.7000745337 |
| 2007-12-01 | 12.6706314225 |
| 2008-01-01 | 12.7501857858 |
| 2008-02-01 | 12.7262392867 |
| 2008-03-01 | 12.6373530189 |
| 2008-04-01 | 12.4929006684 |
| 2008-05-01 | 12.5917453743 |
| 2008-06-01 | 12.6021951219 |
| 2008-07-01 | 12.6284819382 |
| 2008-08-01 | 12.6837891317 |
| 2008-09-01 | 12.7033849698 |
| 2008-10-01 | 12.6027668828 |
| 2008-11-01 | 12.6189192273 |
| 2008-12-01 | 12.5701980985 |
| 2009-01-01 | 12.4417464805 |
| 2009-02-01 | 12.2311889126 |
| 2009-03-01 | 12.2344815239 |
| 2009-04-01 | 11.9932473425 |
| 2009-05-01 | 11.8859613921 |
| 2009-06-01 | 11.6992461949 |
| 2009-07-01 | 11.7446379594 |
| 2009-08-01 | 11.6839924468 |
| 2009-09-01 | 11.6855728446 |
| 2009-10-01 | 11.6900633485 |
| 2009-11-01 | 11.6268254389 |
| 2009-12-01 | 11.7812661660 |
| 2010-01-01 | 11.7455396286 |
| 2010-02-01 | 11.7436128168 |
| 2010-03-01 | 11.7359258940 |
| 2010-04-01 | 11.7827176849 |
| 2010-05-01 | 11.7774805930 |
| 2010-06-01 | 11.8017969460 |
| 2010-07-01 | 11.6616732387 |
| 2010-08-01 | 11.5801559056 |
| 2010-09-01 | 11.4590626388 |
| 2010-10-01 | 11.5681049664 |
| 2010-11-01 | 11.7358345790 |
| 2010-12-01 | 11.5040700464 |
| 2011-01-01 | 11.5560780552 |
| 2011-02-01 | 11.3544236490 |
| 2011-03-01 | 11.5363916182 |
| 2011-04-01 | 11.6760041236 |
| 2011-05-01 | 11.7731701928 |
| 2011-06-01 | 11.5952069410 |
| 2011-07-01 | 11.7755058178 |
| 2011-08-01 | 11.7781945373 |
| 2011-09-01 | 11.7430669113 |
| 2011-10-01 | 11.8461159279 |
| 2011-11-01 | 11.7237760119 |
| 2011-12-01 | 11.5260771214 |
| 2012-01-01 | 11.8677228166 |
| 2012-02-01 | 12.0644812022 |
| 2012-03-01 | 12.1465823490 |
| 2012-04-01 | 12.0724462860 |
| 2012-05-01 | 12.0766705034 |
| 2012-06-01 | 12.1994573819 |
| 2012-07-01 | 12.0695490009 |
| 2012-08-01 | 12.1725431244 |
| 2012-09-01 | 12.2356221382 |
| 2012-10-01 | 12.1243256866 |
| 2012-11-01 | 12.2085870127 |
| 2012-12-01 | 12.1418338892 |
| 2013-01-01 | 12.1774984584 |
| 2013-02-01 | 12.1660253406 |
| 2013-03-01 | 12.1618143034 |
| 2013-04-01 | 12.2800161253 |
| 2013-05-01 | 12.2912958077 |
| 2013-06-01 | 12.2983284536 |
| 2013-07-01 | 12.2504295039 |
| 2013-08-01 | 12.3679489779 |
| 2013-09-01 | 12.4346302000 |
| 2013-10-01 | 12.3184616899 |
| 2013-11-01 | 12.2774887524 |
| 2013-12-01 | 12.1494254543 |
| 2014-01-01 | 12.1826762435 |
| 2014-02-01 | 12.0741903730 |
| 2014-03-01 | 12.1872072161 |
| 2014-04-01 | 12.0818908534 |
| 2014-05-01 | 12.2098500265 |
| 2014-06-01 | 12.2012603765 |
| 2014-07-01 | 12.2172659660 |
| 2014-08-01 | 12.1566317408 |
| 2014-09-01 | 12.1347680704 |
| 2014-10-01 | 12.3235932805 |
| 2014-11-01 | 12.3559953293 |
| 2014-12-01 | 12.5558360126 |
| 2015-01-01 | 12.6918482446 |
| 2015-02-01 | 12.4842403070 |
| 2015-03-01 | 12.4056779087 |
| 2015-04-01 | 12.2816031522 |
| 2015-05-01 | 12.1179150873 |
| 2015-06-01 | 12.0825921721 |
| 2015-07-01 | 12.1855534970 |
| 2015-08-01 | 12.1600132182 |
| 2015-09-01 | 12.1439723157 |
| 2015-10-01 | 12.2431838901 |
| 2015-11-01 | 12.1391907973 |
| 2015-12-01 | 12.1631529557 |
| 2016-01-01 | 12.1012695615 |
| 2016-02-01 | 12.0887064553 |
| 2016-03-01 | 11.9099041802 |
| 2016-04-01 | 11.9713027987 |
| 2016-05-01 | 11.9169963985 |
| 2016-06-01 | 11.8708208940 |
| 2016-07-01 | 11.8625610477 |
| 2016-08-01 | 11.9615725854 |
| 2016-09-01 | 11.6559721606 |
| 2016-10-01 | 11.5628897967 |
| 2016-11-01 | 11.6462279550 |
| 2016-12-01 | 11.4728667457 |
| 2017-01-01 | 11.3131594515 |
| 2017-02-01 | 11.4791055960 |
| 2017-03-01 | 11.4896288656 |
| 2017-04-01 | 11.7657824070 |
| 2017-05-01 | 11.8067602930 |
| 2017-06-01 | 11.9437165908 |
| 2017-07-01 | 12.1663965225 |
| 2017-08-01 | 12.1793783377 |
| 2017-09-01 | 12.1699021053 |
| 2017-10-01 | 12.0807698876 |
| 2017-11-01 | 12.1549399918 |
| 2017-12-01 | 11.8826696441 |
| 2018-01-01 | 12.2174362018 |
| 2018-02-01 | 12.2648595285 |
| 2018-03-01 | 12.3631513708 |
| 2018-04-01 | 12.3552616697 |
| 2018-05-01 | 12.3950758298 |
| 2018-06-01 | 12.5248794571 |
| 2018-07-01 | 12.3872739369 |
| 2018-08-01 | 12.3980206757 |
| 2018-09-01 | 12.5830163691 |
| 2018-10-01 | 12.5850034322 |
| 2018-11-01 | 12.6706594485 |
| 2018-12-01 | 12.6877442089 |
| 2019-01-01 | 12.7118003539 |
| 2019-02-01 | 12.7496458314 |
| 2019-03-01 | 12.8314070663 |
| 2019-04-01 | 12.7585876353 |
| 2019-05-01 | 12.7913504626 |
| 2019-06-01 | 12.6047693440 |
| 2019-07-01 | 12.7122179575 |
| 2019-08-01 | 12.7215960146 |
| 2019-09-01 | 12.6006863319 |
| 2019-10-01 | 12.5734325357 |
| 2019-11-01 | 12.4763217732 |
| 2019-12-01 | 12.4839586645 |
| 2020-01-01 | 12.4000839258 |
| 2020-02-01 | 12.3359404870 |
| 2020-03-01 | 12.2183361254 |
| 2020-04-01 | 11.9642598905 |
| 2020-05-01 | 12.0049718626 |
| 2020-06-01 | 11.8062646912 |
| 2020-07-01 | 11.5232720206 |
| 2020-08-01 | 11.4230438852 |
| 2020-09-01 | 11.3160973016 |
| 2020-10-01 | 11.4474889814 |
| 2020-11-01 | 11.3745206161 |
| 2020-12-01 | 11.3764649976 |
| 2021-01-01 | 11.3890536576 |
| 2021-02-01 | 11.4326957485 |
| 2021-03-01 | 11.4323495476 |
| 2021-04-01 | 11.5795583008 |
| 2021-05-01 | 11.5228038672 |
| 2021-06-01 | 11.5065199274 |
| 2021-07-01 | 11.5135835649 |
| 2021-08-01 | 11.5134946334 |
| 2021-09-01 | 11.6292773585 |
| 2021-10-01 | 11.7190863713 |
| 2021-11-01 | 11.7577455789 |
| 2021-12-01 | 11.8757797819 |
| 2022-01-01 | 11.9831482068 |
| 2022-02-01 | 12.0416318274 |
| 2022-03-01 | 12.1676752339 |
| 2022-04-01 | 12.1903396282 |
| 2022-05-01 | 12.2428013686 |
| 2022-06-01 | 12.4168696630 |
| 2022-07-01 | 12.4815944525 |
| 2022-08-01 | 12.5869010964 |
| 2022-09-01 | 12.5362804234 |
| 2022-10-01 | 12.4976477025 |
| 2022-11-01 | 12.5406410878 |
| 2022-12-01 | 12.6809414379 |
| 2023-01-01 | 12.4860810568 |
| 2023-02-01 | 12.3560836387 |
| 2023-03-01 | 12.3977052322 |
| 2023-04-01 | 12.5019151138 |
| 2023-05-01 | 12.4573461044 |
| 2023-06-01 | 12.5289433386 |
| 2023-07-01 | 12.5462373726 |
| 2023-08-01 | 12.6623989326 |
| 2023-09-01 | 12.8348734517 |
| 2023-10-01 | 12.8865533343 |
| 2023-11-01 | 12.7267798372 |
| 2023-12-01 | 12.5886008236 |
| 2024-01-01 | 12.6936709488 |
| 2024-02-01 | 12.6674001627 |
| 2024-03-01 | 12.7153956958 |
| 2024-04-01 | 12.8068915935 |
| 2024-05-01 | 12.9629516400 |
| 2024-06-01 | 12.9498510938 |
| 2024-07-01 | 13.0231629976 |
| 2024-08-01 | 12.9413378968 |
| 2024-09-01 | 12.9273185317 |
| 2024-10-01 | 13.0812489187 |
| 2024-11-01 | 13.1199496741 |
| 2024-12-01 | 13.1947308886 |
| 2025-01-01 | 13.3023642956 |
| 2025-02-01 | 13.3754345216 |
| 2025-03-01 | 13.4192570522 |
| 2025-04-01 | 13.4106572448 |
| 2025-05-01 | 13.4558106518 |
| 2025-06-01 | 13.5653618407 |
| 2025-07-01 | 13.7133422793 |
| 2025-08-01 | 13.7368094824 |
| 2025-09-01 | 13.7209798836 |
| 2025-10-01 | 13.7796308221 |
| 2025-11-01 | 13.8202207223 |
| 2025-12-01 | 13.7978295284 |
| 2026-01-01 | 13.8065126035 |
| 2026-02-01 | 13.8762798021 |
| 2026-03-01 | 14.0145350343 |
| 2026-04-01 | 13.9100987280 |
| 2026-05-01 | 13.8494876319 |
| 2026-06-01 | 13.7771827346 |
| 2026-07-01 | 13.8145340958 |
| 2026-08-01 | 13.8397727074 |
| 2026-09-01 | 13.9145371065 |