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 2025-11-01 |
| Last Updated | 2026-01-07 10:55 PM CST |
| 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 | 7.92075338560615 |
| 1990-02-01 | 7.88935681580363 |
| 1990-03-01 | 7.80149569501031 |
| 1990-04-01 | 7.84331130169680 |
| 1990-05-01 | 7.90918822269456 |
| 1990-06-01 | 8.05173188473815 |
| 1990-07-01 | 8.05153934780833 |
| 1990-08-01 | 8.15536717293818 |
| 1990-09-01 | 8.27099093969497 |
| 1990-10-01 | 8.01778528609757 |
| 1990-11-01 | 7.91310861417044 |
| 1990-12-01 | 7.87794085333610 |
| 1991-01-01 | 7.62149703977395 |
| 1991-02-01 | 7.49008523594337 |
| 1991-03-01 | 7.39528286307495 |
| 1991-04-01 | 7.54307868140906 |
| 1991-05-01 | 7.60369838835777 |
| 1991-06-01 | 7.55455008414167 |
| 1991-07-01 | 7.54944665444425 |
| 1991-08-01 | 7.55966037427885 |
| 1991-09-01 | 7.57689175932389 |
| 1991-10-01 | 7.51766342663318 |
| 1991-11-01 | 7.61790183204911 |
| 1991-12-01 | 7.58063128524822 |
| 1992-01-01 | 7.71959922683985 |
| 1992-02-01 | 7.78919127352378 |
| 1992-03-01 | 7.78732848107298 |
| 1992-04-01 | 7.73366400431667 |
| 1992-05-01 | 7.59396081498012 |
| 1992-06-01 | 7.55761689310136 |
| 1992-07-01 | 7.65326185390241 |
| 1992-08-01 | 7.67092320186854 |
| 1992-09-01 | 7.78747237944970 |
| 1992-10-01 | 8.01528066062572 |
| 1992-11-01 | 7.92791553791595 |
| 1992-12-01 | 7.98759464234192 |
| 1993-01-01 | 8.01080274163859 |
| 1993-02-01 | 8.07620945435674 |
| 1993-03-01 | 8.17979021944034 |
| 1993-04-01 | 8.22186994093005 |
| 1993-05-01 | 8.28850355347935 |
| 1993-06-01 | 8.45915189534510 |
| 1993-07-01 | 8.26099731317904 |
| 1993-08-01 | 8.08662110547701 |
| 1993-09-01 | 8.09446915398938 |
| 1993-10-01 | 8.10822190044945 |
| 1993-11-01 | 8.04353494379425 |
| 1993-12-01 | 8.10023993077291 |
| 1994-01-01 | 7.99432219737530 |
| 1994-02-01 | 7.96460051016528 |
| 1994-03-01 | 8.08172358561812 |
| 1994-04-01 | 7.90676628402169 |
| 1994-05-01 | 7.97745012771767 |
| 1994-06-01 | 7.95492171986604 |
| 1994-07-01 | 8.07116789252804 |
| 1994-08-01 | 8.09540407314508 |
| 1994-09-01 | 8.10296553477398 |
| 1994-10-01 | 8.10558838750634 |
| 1994-11-01 | 8.16570945385049 |
| 1994-12-01 | 8.11342452429233 |
| 1995-01-01 | 8.27641912611606 |
| 1995-02-01 | 8.15535448985314 |
| 1995-03-01 | 8.08449485057884 |
| 1995-04-01 | 8.19127832160301 |
| 1995-05-01 | 8.16567282482260 |
| 1995-06-01 | 8.24762357267356 |
| 1995-07-01 | 8.17816056778971 |
| 1995-08-01 | 8.29642886620404 |
| 1995-09-01 | 8.31232103699976 |
| 1995-10-01 | 8.41008683025000 |
| 1995-11-01 | 8.38854027131207 |
| 1995-12-01 | 8.42377312183828 |
| 1996-01-01 | 8.25783771187845 |
| 1996-02-01 | 8.45397891540429 |
| 1996-03-01 | 8.39711522688357 |
| 1996-04-01 | 8.37211187786238 |
| 1996-05-01 | 8.34165221457455 |
| 1996-06-01 | 8.33627091956189 |
| 1996-07-01 | 8.29398914073740 |
| 1996-08-01 | 8.19127502232910 |
| 1996-09-01 | 8.32792293573396 |
| 1996-10-01 | 8.31982904736718 |
| 1996-11-01 | 8.30846055319329 |
| 1996-12-01 | 8.32313551941374 |
| 1997-01-01 | 8.54760402647153 |
| 1997-02-01 | 8.54999734487951 |
| 1997-03-01 | 8.59466287259418 |
| 1997-04-01 | 8.66072734551306 |
| 1997-05-01 | 8.72234199109265 |
| 1997-06-01 | 8.83377287870845 |
| 1997-07-01 | 9.20496687199397 |
| 1997-08-01 | 9.19954909626670 |
| 1997-09-01 | 9.24346274759379 |
| 1997-10-01 | 9.12803440146464 |
| 1997-11-01 | 9.31559084052081 |
| 1997-12-01 | 9.31393320811538 |
| 1998-01-01 | 9.33440876551335 |
| 1998-02-01 | 9.34698445954618 |
| 1998-03-01 | 9.48895710237484 |
| 1998-04-01 | 9.56027069938343 |
| 1998-05-01 | 9.80922776418544 |
| 1998-06-01 | 9.73592716243486 |
| 1998-07-01 | 9.41524785750534 |
| 1998-08-01 | 9.11039041328013 |
| 1998-09-01 | 9.16106398590925 |
| 1998-10-01 | 9.13685447985837 |
| 1998-11-01 | 9.11247602060642 |
| 1998-12-01 | 9.18848645341421 |
| 1999-01-01 | 9.72915160558733 |
| 1999-02-01 | 9.74558718177877 |
| 1999-03-01 | 9.67128733725909 |
| 1999-04-01 | 9.96880284529812 |
| 1999-05-01 | 9.90517576812719 |
| 1999-06-01 | 9.84307720106671 |
| 1999-07-01 | 9.72054483168160 |
| 1999-08-01 | 9.82656867707336 |
| 1999-09-01 | 9.77463838079827 |
| 1999-10-01 | 9.85254287205748 |
| 1999-11-01 | 9.80601221557383 |
| 1999-12-01 | 9.86937418464375 |
| 2000-01-01 | 9.81270047182455 |
| 2000-02-01 | 9.82980311712232 |
| 2000-03-01 | 9.85407295315294 |
| 2000-04-01 | 9.67448526415897 |
| 2000-05-01 | 9.81185042819649 |
| 2000-06-01 | 9.85409252554681 |
| 2000-07-01 | 10.03869039838430 |
| 2000-08-01 | 10.04019895197270 |
| 2000-09-01 | 10.17917772845090 |
| 2000-10-01 | 10.26638955375900 |
| 2000-11-01 | 10.30530821433130 |
| 2000-12-01 | 10.35245867064410 |
| 2001-01-01 | 9.89732997823904 |
| 2001-02-01 | 9.90490093226266 |
| 2001-03-01 | 10.02580649253780 |
| 2001-04-01 | 9.97867377714419 |
| 2001-05-01 | 9.92915801835391 |
| 2001-06-01 | 9.97526637437022 |
| 2001-07-01 | 9.95333914970105 |
| 2001-08-01 | 9.85574530398795 |
| 2001-09-01 | 9.87782848444803 |
| 2001-10-01 | 9.87700991548556 |
| 2001-11-01 | 9.90287759747999 |
| 2001-12-01 | 9.94800654440999 |
| 2002-01-01 | 9.87970787270729 |
| 2002-02-01 | 9.87615174435613 |
| 2002-03-01 | 9.90512058818620 |
| 2002-04-01 | 9.77181787288504 |
| 2002-05-01 | 10.05050570129720 |
| 2002-06-01 | 10.09954623284190 |
| 2002-07-01 | 10.06300256637760 |
| 2002-08-01 | 10.16469226810150 |
| 2002-09-01 | 10.17450653852420 |
| 2002-10-01 | 10.08494964123290 |
| 2002-11-01 | 10.20794753779110 |
| 2002-12-01 | 10.24317742389090 |
| 2003-01-01 | 10.47190266156030 |
| 2003-02-01 | 10.55399922110750 |
| 2003-03-01 | 10.59032565477740 |
| 2003-04-01 | 10.55913297776030 |
| 2003-05-01 | 10.46727172697410 |
| 2003-06-01 | 10.41766640571630 |
| 2003-07-01 | 10.36283354328460 |
| 2003-08-01 | 10.36587118686330 |
| 2003-09-01 | 10.38389062243940 |
| 2003-10-01 | 10.29076757270250 |
| 2003-11-01 | 10.20971158390870 |
| 2003-12-01 | 10.23946948309090 |
| 2004-01-01 | 10.27238527075380 |
| 2004-02-01 | 10.23249004206060 |
| 2004-03-01 | 10.29462450751840 |
| 2004-04-01 | 10.24688234166030 |
| 2004-05-01 | 10.27580334122190 |
| 2004-06-01 | 10.22242777131740 |
| 2004-07-01 | 10.35648505614780 |
| 2004-08-01 | 10.46803326726430 |
| 2004-09-01 | 10.49745838760580 |
| 2004-10-01 | 10.79517264128970 |
| 2004-11-01 | 10.81226518961840 |
| 2004-12-01 | 10.72774938701110 |
| 2005-01-01 | 10.67092080010160 |
| 2005-02-01 | 10.71538264349380 |
| 2005-03-01 | 10.70413400512980 |
| 2005-04-01 | 10.85317487892700 |
| 2005-05-01 | 10.88530120821340 |
| 2005-06-01 | 10.92399269268460 |
| 2005-07-01 | 11.04431352788430 |
| 2005-08-01 | 11.06838123237010 |
| 2005-09-01 | 11.21103840911950 |
| 2005-10-01 | 11.29780081561570 |
| 2005-11-01 | 11.29925316141090 |
| 2005-12-01 | 11.20904102740390 |
| 2006-01-01 | 11.57022378316910 |
| 2006-02-01 | 11.71240207867680 |
| 2006-03-01 | 11.81907827567940 |
| 2006-04-01 | 11.86810116302090 |
| 2006-05-01 | 11.89358521535840 |
| 2006-06-01 | 12.21856970335890 |
| 2006-07-01 | 12.02938267403880 |
| 2006-08-01 | 12.07458980634040 |
| 2006-09-01 | 12.01444488621300 |
| 2006-10-01 | 12.30265447759660 |
| 2006-11-01 | 12.19911884692780 |
| 2006-12-01 | 12.18460017105860 |
| 2007-01-01 | 12.16076341934870 |
| 2007-02-01 | 12.31633959700250 |
| 2007-03-01 | 12.32964612396500 |
| 2007-04-01 | 12.48630538031020 |
| 2007-05-01 | 12.59755159044320 |
| 2007-06-01 | 12.70733080750380 |
| 2007-07-01 | 12.72666970569530 |
| 2007-08-01 | 12.67898173089070 |
| 2007-09-01 | 12.41339243537170 |
| 2007-10-01 | 12.60638785800320 |
| 2007-11-01 | 12.70008033721970 |
| 2007-12-01 | 12.67063233592640 |
| 2008-01-01 | 12.75018470947390 |
| 2008-02-01 | 12.72623726647910 |
| 2008-03-01 | 12.63735076822810 |
| 2008-04-01 | 12.49289851121370 |
| 2008-05-01 | 12.59174401116010 |
| 2008-06-01 | 12.60219347686920 |
| 2008-07-01 | 12.62848179742540 |
| 2008-08-01 | 12.68378939799150 |
| 2008-09-01 | 12.70338607992850 |
| 2008-10-01 | 12.60277001868700 |
| 2008-11-01 | 12.61891983761310 |
| 2008-12-01 | 12.57019916041230 |
| 2009-01-01 | 12.44174659036250 |
| 2009-02-01 | 12.23118839879300 |
| 2009-03-01 | 12.23447991791050 |
| 2009-04-01 | 11.99324666799190 |
| 2009-05-01 | 11.88596089738050 |
| 2009-06-01 | 11.69924527608610 |
| 2009-07-01 | 11.74463780393380 |
| 2009-08-01 | 11.68399235434890 |
| 2009-09-01 | 11.68557337507240 |
| 2009-10-01 | 11.69006482802180 |
| 2009-11-01 | 11.62682587123950 |
| 2009-12-01 | 11.78126656888170 |
| 2010-01-01 | 11.74554016743080 |
| 2010-02-01 | 11.74361306124060 |
| 2010-03-01 | 11.73592413730410 |
| 2010-04-01 | 11.78271781124550 |
| 2010-05-01 | 11.77748049648500 |
| 2010-06-01 | 11.80179650612100 |
| 2010-07-01 | 11.66167305078880 |
| 2010-08-01 | 11.58015573678150 |
| 2010-09-01 | 11.45906075415130 |
| 2010-10-01 | 11.56810553572990 |
| 2010-11-01 | 11.73583561393250 |
| 2010-12-01 | 11.50407132023290 |
| 2011-01-01 | 11.55607952824610 |
| 2011-02-01 | 11.35442497259480 |
| 2011-03-01 | 11.53638977033500 |
| 2011-04-01 | 11.67600486016310 |
| 2011-05-01 | 11.77317019035960 |
| 2011-06-01 | 11.59520599864160 |
| 2011-07-01 | 11.77550449641950 |
| 2011-08-01 | 11.77819344583990 |
| 2011-09-01 | 11.74306143167660 |
| 2011-10-01 | 11.84611578015540 |
| 2011-11-01 | 11.72377634078240 |
| 2011-12-01 | 11.52609097654120 |
| 2012-01-01 | 11.86772144823660 |
| 2012-02-01 | 12.06448064117620 |
| 2012-03-01 | 12.14657875346050 |
| 2012-04-01 | 12.07244608058750 |
| 2012-05-01 | 12.07666856075640 |
| 2012-06-01 | 12.19945714927290 |
| 2012-07-01 | 12.06954898243780 |
| 2012-08-01 | 12.17254413601050 |
| 2012-09-01 | 12.23561596612700 |
| 2012-10-01 | 12.12432667270160 |
| 2012-11-01 | 12.20858669756340 |
| 2012-12-01 | 12.14185719651350 |
| 2013-01-01 | 12.17748731706820 |
| 2013-02-01 | 12.16601430757620 |
| 2013-03-01 | 12.16181011814940 |
| 2013-04-01 | 12.28001312903080 |
| 2013-05-01 | 12.29129630610490 |
| 2013-06-01 | 12.29833786128490 |
| 2013-07-01 | 12.25044094688880 |
| 2013-08-01 | 12.36794961195990 |
| 2013-09-01 | 12.43462511541680 |
| 2013-10-01 | 12.31845589366760 |
| 2013-11-01 | 12.27750689684080 |
| 2013-12-01 | 12.14944445435110 |
| 2014-01-01 | 12.18265349867530 |
| 2014-02-01 | 12.07415264058020 |
| 2014-03-01 | 12.18720604197780 |
| 2014-04-01 | 12.08187215705300 |
| 2014-05-01 | 12.20983356968090 |
| 2014-06-01 | 12.20124778279860 |
| 2014-07-01 | 12.21742148498250 |
| 2014-08-01 | 12.15658415522670 |
| 2014-09-01 | 12.13472664903630 |
| 2014-10-01 | 12.32356712921470 |
| 2014-11-01 | 12.35605938618350 |
| 2014-12-01 | 12.55590649933510 |
| 2015-01-01 | 12.69186826810290 |
| 2015-02-01 | 12.48420027137550 |
| 2015-03-01 | 12.40563931078590 |
| 2015-04-01 | 12.28146121818260 |
| 2015-05-01 | 12.11773504653960 |
| 2015-06-01 | 12.08272187419300 |
| 2015-07-01 | 12.18574629671430 |
| 2015-08-01 | 12.15987359061210 |
| 2015-09-01 | 12.14391634236670 |
| 2015-10-01 | 12.24320243013980 |
| 2015-11-01 | 12.13940264033210 |
| 2015-12-01 | 12.16339749583060 |
| 2016-01-01 | 12.10143980565220 |
| 2016-02-01 | 12.08869962508820 |
| 2016-03-01 | 11.90975891902160 |
| 2016-04-01 | 11.97089509670130 |
| 2016-05-01 | 11.91648088411760 |
| 2016-06-01 | 11.87086471754530 |
| 2016-07-01 | 11.86274043241640 |
| 2016-08-01 | 11.96138518084440 |
| 2016-09-01 | 11.65598280083730 |
| 2016-10-01 | 11.56301799486870 |
| 2016-11-01 | 11.64668018976550 |
| 2016-12-01 | 11.47346291525520 |
| 2017-01-01 | 11.31367729851170 |
| 2017-02-01 | 11.47948174638480 |
| 2017-03-01 | 11.48988654157660 |
| 2017-04-01 | 11.76580298622650 |
| 2017-05-01 | 11.80227901304590 |
| 2017-06-01 | 11.94436854603730 |
| 2017-07-01 | 12.16656844683930 |
| 2017-08-01 | 12.17957695325540 |
| 2017-09-01 | 12.17101076073520 |
| 2017-10-01 | 12.08095583245180 |
| 2017-11-01 | 12.15554737834700 |
| 2017-12-01 | 11.88353963173390 |
| 2018-01-01 | 12.21836755886000 |
| 2018-02-01 | 12.26574389818530 |
| 2018-03-01 | 12.36398120671640 |
| 2018-04-01 | 12.35502148131730 |
| 2018-05-01 | 12.38675684904050 |
| 2018-06-01 | 12.52591674695390 |
| 2018-07-01 | 12.38750636679610 |
| 2018-08-01 | 12.39866119044970 |
| 2018-09-01 | 12.58523842653910 |
| 2018-10-01 | 12.58519958139000 |
| 2018-11-01 | 12.67134807929830 |
| 2018-12-01 | 12.68892662310020 |
| 2019-01-01 | 12.71325930701970 |
| 2019-02-01 | 12.75131570936140 |
| 2019-03-01 | 12.83324169407830 |
| 2019-04-01 | 12.75861395271720 |
| 2019-05-01 | 12.77756155349230 |
| 2019-06-01 | 12.60650853276070 |
| 2019-07-01 | 12.71235031318510 |
| 2019-08-01 | 12.72306084069180 |
| 2019-09-01 | 12.60388691851330 |
| 2019-10-01 | 12.57371093650160 |
| 2019-11-01 | 12.47715789202000 |
| 2019-12-01 | 12.48500905608430 |
| 2020-01-01 | 12.40150768678390 |
| 2020-02-01 | 12.34020504624620 |
| 2020-03-01 | 12.22065344255510 |
| 2020-04-01 | 11.96284990281410 |
| 2020-05-01 | 11.98858399620760 |
| 2020-06-01 | 11.80746970305320 |
| 2020-07-01 | 11.52350311924630 |
| 2020-08-01 | 11.42587619862850 |
| 2020-09-01 | 11.31607949642240 |
| 2020-10-01 | 11.44965288422610 |
| 2020-11-01 | 11.37727703504590 |
| 2020-12-01 | 11.37755380980640 |
| 2021-01-01 | 11.39139184298750 |
| 2021-02-01 | 11.43976192937710 |
| 2021-03-01 | 11.43476440859270 |
| 2021-04-01 | 11.57641417035260 |
| 2021-05-01 | 11.50176846840960 |
| 2021-06-01 | 11.50473408755520 |
| 2021-07-01 | 11.52044684454890 |
| 2021-08-01 | 11.51299333553140 |
| 2021-09-01 | 11.62063662091620 |
| 2021-10-01 | 11.72818557323010 |
| 2021-11-01 | 11.76586094270400 |
| 2021-12-01 | 11.87904575775130 |
| 2022-01-01 | 11.98763807286200 |
| 2022-02-01 | 12.05169411901060 |
| 2022-03-01 | 12.16879145832980 |
| 2022-04-01 | 12.18194285761590 |
| 2022-05-01 | 12.21053673886660 |
| 2022-06-01 | 12.40916533805720 |
| 2022-07-01 | 12.50315937422640 |
| 2022-08-01 | 12.58659169414370 |
| 2022-09-01 | 12.51655451198640 |
| 2022-10-01 | 12.51212374771360 |
| 2022-11-01 | 12.55923713723530 |
| 2022-12-01 | 12.68525695455730 |
| 2023-01-01 | 12.49220923463210 |
| 2023-02-01 | 12.37059902960670 |
| 2023-03-01 | 12.39582333178110 |
| 2023-04-01 | 12.49177204227660 |
| 2023-05-01 | 12.40926137060350 |
| 2023-06-01 | 12.50879938703760 |
| 2023-07-01 | 12.58509342560850 |
| 2023-08-01 | 12.66189922430510 |
| 2023-09-01 | 12.80796754085350 |
| 2023-10-01 | 12.90631377197860 |
| 2023-11-01 | 12.75564572652890 |
| 2023-12-01 | 12.59490895879830 |
| 2024-01-01 | 12.70036461044590 |
| 2024-02-01 | 12.68601753525300 |
| 2024-03-01 | 12.71330673862830 |
| 2024-04-01 | 12.79474075096180 |
| 2024-05-01 | 12.90048327908900 |
| 2024-06-01 | 12.91647352115510 |
| 2024-07-01 | 13.07162646611950 |
| 2024-08-01 | 12.94383006572320 |
| 2024-09-01 | 12.89976900177140 |
| 2024-10-01 | 12.90289879243640 |
| 2024-11-01 | 12.95856023831260 |
| 2024-12-01 | 13.00137975593310 |
| 2025-01-01 | 13.10867052050930 |
| 2025-02-01 | 13.19639409726490 |
| 2025-03-01 | 13.21861243191850 |
| 2025-04-01 | 13.19950772167440 |
| 2025-05-01 | 13.28439559057080 |
| 2025-06-01 | 13.21821630650780 |
| 2025-07-01 | 13.26738625359880 |
| 2025-08-01 | 13.13686661610590 |
| 2025-09-01 | 13.29622437875470 |
| 2025-10-01 | 13.40403312627500 |
| 2025-11-01 | 13.36399643208250 |