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 2026-04-01 |
| Last Updated | 2026-05-26 1:15 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 | 7.92075540897607 |
| 1990-02-01 | 7.88936466782059 |
| 1990-03-01 | 7.80150659105224 |
| 1990-04-01 | 7.84331355117115 |
| 1990-05-01 | 7.90918939619144 |
| 1990-06-01 | 8.05172931241281 |
| 1990-07-01 | 8.05153717615906 |
| 1990-08-01 | 8.15535298845570 |
| 1990-09-01 | 8.27098678495222 |
| 1990-10-01 | 8.01778192245068 |
| 1990-11-01 | 7.91310787826065 |
| 1990-12-01 | 7.87794201618561 |
| 1991-01-01 | 7.62149930811373 |
| 1991-02-01 | 7.49009242220416 |
| 1991-03-01 | 7.39530207466207 |
| 1991-04-01 | 7.54307990374018 |
| 1991-05-01 | 7.60369826703561 |
| 1991-06-01 | 7.55454622524028 |
| 1991-07-01 | 7.54944270486673 |
| 1991-08-01 | 7.55964260509930 |
| 1991-09-01 | 7.57688547518282 |
| 1991-10-01 | 7.51765853099765 |
| 1991-11-01 | 7.61790042795366 |
| 1991-12-01 | 7.58063256556928 |
| 1992-01-01 | 7.71961231883055 |
| 1992-02-01 | 7.78919794567340 |
| 1992-03-01 | 7.78735563449554 |
| 1992-04-01 | 7.73366328214558 |
| 1992-05-01 | 7.59395822563602 |
| 1992-06-01 | 7.55761087402498 |
| 1992-07-01 | 7.65325466682061 |
| 1992-08-01 | 7.67090030597288 |
| 1992-09-01 | 7.78746152181736 |
| 1992-10-01 | 8.01526960776730 |
| 1992-11-01 | 7.92790580558989 |
| 1992-12-01 | 7.98758574498222 |
| 1993-01-01 | 8.01087808572723 |
| 1993-02-01 | 8.07620453202359 |
| 1993-03-01 | 8.17981717406314 |
| 1993-04-01 | 8.22186461144679 |
| 1993-05-01 | 8.28849866720924 |
| 1993-06-01 | 8.45914440871097 |
| 1993-07-01 | 8.26098681402827 |
| 1993-08-01 | 8.08659286197443 |
| 1993-09-01 | 8.09444757687021 |
| 1993-10-01 | 8.10819730680352 |
| 1993-11-01 | 8.04351118514104 |
| 1993-12-01 | 8.10021954984100 |
| 1994-01-01 | 7.99446384478590 |
| 1994-02-01 | 7.96459321164871 |
| 1994-03-01 | 8.08175284736741 |
| 1994-04-01 | 7.90676745709491 |
| 1994-05-01 | 7.97745060643714 |
| 1994-06-01 | 7.95491601288050 |
| 1994-07-01 | 8.07115684318637 |
| 1994-08-01 | 8.09535765263941 |
| 1994-09-01 | 8.10291403077590 |
| 1994-10-01 | 8.10555434232145 |
| 1994-11-01 | 8.16565407676361 |
| 1994-12-01 | 8.11338448120199 |
| 1995-01-01 | 8.27662004427048 |
| 1995-02-01 | 8.15535766876633 |
| 1995-03-01 | 8.08454455225684 |
| 1995-04-01 | 8.19130592005227 |
| 1995-05-01 | 8.16568652944742 |
| 1995-06-01 | 8.24763245147816 |
| 1995-07-01 | 8.17816751556007 |
| 1995-08-01 | 8.29636256429977 |
| 1995-09-01 | 8.31223453347673 |
| 1995-10-01 | 8.41001464657592 |
| 1995-11-01 | 8.38838327209401 |
| 1995-12-01 | 8.42358842426507 |
| 1996-01-01 | 8.25819376981999 |
| 1996-02-01 | 8.45409527369559 |
| 1996-03-01 | 8.39717813966661 |
| 1996-04-01 | 8.37218759522134 |
| 1996-05-01 | 8.34168652925135 |
| 1996-06-01 | 8.33628796763540 |
| 1996-07-01 | 8.29400225870352 |
| 1996-08-01 | 8.19117898204925 |
| 1996-09-01 | 8.32779084825350 |
| 1996-10-01 | 8.31970781790582 |
| 1996-11-01 | 8.30819422944815 |
| 1996-12-01 | 8.32280360833441 |
| 1997-01-01 | 8.54810983125344 |
| 1997-02-01 | 8.55023852774992 |
| 1997-03-01 | 8.59475361265720 |
| 1997-04-01 | 8.66083135687808 |
| 1997-05-01 | 8.72240632652558 |
| 1997-06-01 | 8.83380301795954 |
| 1997-07-01 | 9.20498565176426 |
| 1997-08-01 | 9.19943248833389 |
| 1997-09-01 | 9.24330019092253 |
| 1997-10-01 | 9.12785923183696 |
| 1997-11-01 | 9.31523721859925 |
| 1997-12-01 | 9.31341157721985 |
| 1998-01-01 | 9.33503381891902 |
| 1998-02-01 | 9.34740065991851 |
| 1998-03-01 | 9.48906481546229 |
| 1998-04-01 | 9.56038623768444 |
| 1998-05-01 | 9.80931453775161 |
| 1998-06-01 | 9.73595519059296 |
| 1998-07-01 | 9.41525121710167 |
| 1998-08-01 | 9.11025667093884 |
| 1998-09-01 | 9.16088283231085 |
| 1998-10-01 | 9.13666368569757 |
| 1998-11-01 | 9.11211616453897 |
| 1998-12-01 | 9.18791044639361 |
| 1999-01-01 | 9.72974438281302 |
| 1999-02-01 | 9.74607918573956 |
| 1999-03-01 | 9.67141755615836 |
| 1999-04-01 | 9.96890492859885 |
| 1999-05-01 | 9.90527141414909 |
| 1999-06-01 | 9.84310759101468 |
| 1999-07-01 | 9.72054532992205 |
| 1999-08-01 | 9.82644770798591 |
| 1999-09-01 | 9.77448175125173 |
| 1999-10-01 | 9.85233321656849 |
| 1999-11-01 | 9.80568381162455 |
| 1999-12-01 | 9.86874652746781 |
| 2000-01-01 | 9.81326297538987 |
| 2000-02-01 | 9.83034085057265 |
| 2000-03-01 | 9.85418477925406 |
| 2000-04-01 | 9.67456632177189 |
| 2000-05-01 | 9.81193329359251 |
| 2000-06-01 | 9.85410679824322 |
| 2000-07-01 | 10.03867004119510 |
| 2000-08-01 | 10.04010171207180 |
| 2000-09-01 | 10.17905850427020 |
| 2000-10-01 | 10.26619549033220 |
| 2000-11-01 | 10.30508391484570 |
| 2000-12-01 | 10.35196427902230 |
| 2001-01-01 | 9.89774125117399 |
| 2001-02-01 | 9.90533010526087 |
| 2001-03-01 | 10.02590000456520 |
| 2001-04-01 | 9.97871398352623 |
| 2001-05-01 | 9.92922308541449 |
| 2001-06-01 | 9.97527766223289 |
| 2001-07-01 | 9.95331590470844 |
| 2001-08-01 | 9.85568683326958 |
| 2001-09-01 | 9.87776193268370 |
| 2001-10-01 | 9.87684369395242 |
| 2001-11-01 | 9.90276379005182 |
| 2001-12-01 | 9.94764981186094 |
| 2002-01-01 | 9.87996313935356 |
| 2002-02-01 | 9.87646006359357 |
| 2002-03-01 | 9.90518106738868 |
| 2002-04-01 | 9.77183433984233 |
| 2002-05-01 | 10.05054468912910 |
| 2002-06-01 | 10.09954994572690 |
| 2002-07-01 | 10.06297677286240 |
| 2002-08-01 | 10.16466207298200 |
| 2002-09-01 | 10.17447476136450 |
| 2002-10-01 | 10.08483946993970 |
| 2002-11-01 | 10.20792369579400 |
| 2002-12-01 | 10.24301974233970 |
| 2003-01-01 | 10.47197699674650 |
| 2003-02-01 | 10.55414387312880 |
| 2003-03-01 | 10.59036860051320 |
| 2003-04-01 | 10.55914408140370 |
| 2003-05-01 | 10.46729172921680 |
| 2003-06-01 | 10.41767730624810 |
| 2003-07-01 | 10.36282707080630 |
| 2003-08-01 | 10.36586585731590 |
| 2003-09-01 | 10.38388898201150 |
| 2003-10-01 | 10.29068288554280 |
| 2003-11-01 | 10.20970373091070 |
| 2003-12-01 | 10.23937778036220 |
| 2004-01-01 | 10.27242628421520 |
| 2004-02-01 | 10.23256092835970 |
| 2004-03-01 | 10.29464167715410 |
| 2004-04-01 | 10.24690127523520 |
| 2004-05-01 | 10.27580975680520 |
| 2004-06-01 | 10.22243568589620 |
| 2004-07-01 | 10.35648254628800 |
| 2004-08-01 | 10.46803454307710 |
| 2004-09-01 | 10.49746252260160 |
| 2004-10-01 | 10.79511566753180 |
| 2004-11-01 | 10.81225766004260 |
| 2004-12-01 | 10.72772829517880 |
| 2005-01-01 | 10.67093265730970 |
| 2005-02-01 | 10.71539584301610 |
| 2005-03-01 | 10.70414680504010 |
| 2005-04-01 | 10.85318807623770 |
| 2005-05-01 | 10.88530695326420 |
| 2005-06-01 | 10.92400318308860 |
| 2005-07-01 | 11.04431454214320 |
| 2005-08-01 | 11.06838309947050 |
| 2005-09-01 | 11.21104125092810 |
| 2005-10-01 | 11.29776644194440 |
| 2005-11-01 | 11.29924324504840 |
| 2005-12-01 | 11.20903076012910 |
| 2006-01-01 | 11.57023077365970 |
| 2006-02-01 | 11.71240999277070 |
| 2006-03-01 | 11.81908621142010 |
| 2006-04-01 | 11.86810757394080 |
| 2006-05-01 | 11.89358909723490 |
| 2006-06-01 | 12.21857716634350 |
| 2006-07-01 | 12.02938269614280 |
| 2006-08-01 | 12.07458911865880 |
| 2006-09-01 | 12.01444350509970 |
| 2006-10-01 | 12.30264350506910 |
| 2006-11-01 | 12.19910832416510 |
| 2006-12-01 | 12.18459874620350 |
| 2007-01-01 | 12.16076511610190 |
| 2007-02-01 | 12.31634268076340 |
| 2007-03-01 | 12.32964965099300 |
| 2007-04-01 | 12.48630870054180 |
| 2007-05-01 | 12.59755371464910 |
| 2007-06-01 | 12.70733535966460 |
| 2007-07-01 | 12.72667010972530 |
| 2007-08-01 | 12.67898169667360 |
| 2007-09-01 | 12.41339182292050 |
| 2007-10-01 | 12.60638117126750 |
| 2007-11-01 | 12.70007541088780 |
| 2007-12-01 | 12.67063159048710 |
| 2008-01-01 | 12.75018565787200 |
| 2008-02-01 | 12.72623900663040 |
| 2008-03-01 | 12.63735268465730 |
| 2008-04-01 | 12.49290033374970 |
| 2008-05-01 | 12.59174516376740 |
| 2008-06-01 | 12.60219485995900 |
| 2008-07-01 | 12.62848191598070 |
| 2008-08-01 | 12.68378917461730 |
| 2008-09-01 | 12.70338513723120 |
| 2008-10-01 | 12.60276732956280 |
| 2008-11-01 | 12.61891931044270 |
| 2008-12-01 | 12.57019824567200 |
| 2009-01-01 | 12.44174648167650 |
| 2009-02-01 | 12.23118882508950 |
| 2009-03-01 | 12.23448137981760 |
| 2009-04-01 | 11.99324722869950 |
| 2009-05-01 | 11.88596132947560 |
| 2009-06-01 | 11.69924604079860 |
| 2009-07-01 | 11.74463793993420 |
| 2009-08-01 | 11.68399243772860 |
| 2009-09-01 | 11.68557292363620 |
| 2009-10-01 | 11.69006354366110 |
| 2009-11-01 | 11.62682548209570 |
| 2009-12-01 | 11.78126621058390 |
| 2010-01-01 | 11.74553967455000 |
| 2010-02-01 | 11.74361282017670 |
| 2010-03-01 | 11.73592580698590 |
| 2010-04-01 | 11.78271765717930 |
| 2010-05-01 | 11.77748057118450 |
| 2010-06-01 | 11.80179684067960 |
| 2010-07-01 | 11.66167321474780 |
| 2010-08-01 | 11.58015589034300 |
| 2010-09-01 | 11.45906248582790 |
| 2010-10-01 | 11.56810501917040 |
| 2010-11-01 | 11.73583468926870 |
| 2010-12-01 | 11.50407019781570 |
| 2011-01-01 | 11.55607820362120 |
| 2011-02-01 | 11.35442376395640 |
| 2011-03-01 | 11.53639156560900 |
| 2011-04-01 | 11.67600412178850 |
| 2011-05-01 | 11.77317013125840 |
| 2011-06-01 | 11.59520676768800 |
| 2011-07-01 | 11.77550566998830 |
| 2011-08-01 | 11.77819440337900 |
| 2011-09-01 | 11.74306644276710 |
| 2011-10-01 | 11.84611588320820 |
| 2011-11-01 | 11.72377607969380 |
| 2011-12-01 | 11.52607798549530 |
| 2012-01-01 | 11.86772326776770 |
| 2012-02-01 | 12.06448148018570 |
| 2012-03-01 | 12.14658248627220 |
| 2012-04-01 | 12.07244645047130 |
| 2012-05-01 | 12.07666940045180 |
| 2012-06-01 | 12.19945714753000 |
| 2012-07-01 | 12.06954866899400 |
| 2012-08-01 | 12.17254279811530 |
| 2012-09-01 | 12.23562133632750 |
| 2012-10-01 | 12.12432563057340 |
| 2012-11-01 | 12.20858719951460 |
| 2012-12-01 | 12.14183564036100 |
| 2013-01-01 | 12.17749937190470 |
| 2013-02-01 | 12.16602588519810 |
| 2013-03-01 | 12.16181505048710 |
| 2013-04-01 | 12.28001640503110 |
| 2013-05-01 | 12.29129350643260 |
| 2013-06-01 | 12.29832789310430 |
| 2013-07-01 | 12.25042864256690 |
| 2013-08-01 | 12.36794790280060 |
| 2013-09-01 | 12.43462869070100 |
| 2013-10-01 | 12.31846089636140 |
| 2013-11-01 | 12.27749145527740 |
| 2013-12-01 | 12.14942726411920 |
| 2014-01-01 | 12.18267856276340 |
| 2014-02-01 | 12.07419073087360 |
| 2014-03-01 | 12.18720945699450 |
| 2014-04-01 | 12.08189114619400 |
| 2014-05-01 | 12.20984668549090 |
| 2014-06-01 | 12.20125972356800 |
| 2014-07-01 | 12.21726070947470 |
| 2014-08-01 | 12.15663009578050 |
| 2014-09-01 | 12.13476601821280 |
| 2014-10-01 | 12.32359211882790 |
| 2014-11-01 | 12.35600148220520 |
| 2014-12-01 | 12.55584075929340 |
| 2015-01-01 | 12.69185324502780 |
| 2015-02-01 | 12.48424133305110 |
| 2015-03-01 | 12.40568139890690 |
| 2015-04-01 | 12.28160157267520 |
| 2015-05-01 | 12.11790795695120 |
| 2015-06-01 | 12.08258858179440 |
| 2015-07-01 | 12.18553847359100 |
| 2015-08-01 | 12.16000743940000 |
| 2015-09-01 | 12.14396992982310 |
| 2015-10-01 | 12.24318837153030 |
| 2015-11-01 | 12.13921168741920 |
| 2015-12-01 | 12.16317306447790 |
| 2016-01-01 | 12.10128505009220 |
| 2016-02-01 | 12.08870725004300 |
| 2016-03-01 | 11.90989925021940 |
| 2016-04-01 | 11.97128546475950 |
| 2016-05-01 | 11.91697223797990 |
| 2016-06-01 | 11.87079487843440 |
| 2016-07-01 | 11.86253541845130 |
| 2016-08-01 | 11.96156829614110 |
| 2016-09-01 | 11.65597805078660 |
| 2016-10-01 | 11.56291178908780 |
| 2016-11-01 | 11.64627616267990 |
| 2016-12-01 | 11.47291825466540 |
| 2017-01-01 | 11.31319330781970 |
| 2017-02-01 | 11.47911316310210 |
| 2017-03-01 | 11.48962461806260 |
| 2017-04-01 | 11.76576415730600 |
| 2017-05-01 | 11.80662844912010 |
| 2017-06-01 | 11.94368349442820 |
| 2017-07-01 | 12.16641184680290 |
| 2017-08-01 | 12.17931842747180 |
| 2017-09-01 | 12.16984974931100 |
| 2017-10-01 | 12.08076773295090 |
| 2017-11-01 | 12.15500748146650 |
| 2017-12-01 | 11.88278621428500 |
| 2018-01-01 | 12.21759844473590 |
| 2018-02-01 | 12.26505957411530 |
| 2018-03-01 | 12.36337800403450 |
| 2018-04-01 | 12.35469140586370 |
| 2018-05-01 | 12.39499996378400 |
| 2018-06-01 | 12.52489679256960 |
| 2018-07-01 | 12.38729293729250 |
| 2018-08-01 | 12.39780933799800 |
| 2018-09-01 | 12.58281419884810 |
| 2018-10-01 | 12.58491866000300 |
| 2018-11-01 | 12.67074529724300 |
| 2018-12-01 | 12.68799834317630 |
| 2019-01-01 | 12.71216864290070 |
| 2019-02-01 | 12.75009939134950 |
| 2019-03-01 | 12.83189862725350 |
| 2019-04-01 | 12.75748424765080 |
| 2019-05-01 | 12.79139340838540 |
| 2019-06-01 | 12.60498002654520 |
| 2019-07-01 | 12.71245877274010 |
| 2019-08-01 | 12.72059162288370 |
| 2019-09-01 | 12.60046566104110 |
| 2019-10-01 | 12.57328984028270 |
| 2019-11-01 | 12.47624845925740 |
| 2019-12-01 | 12.48414344007550 |
| 2020-01-01 | 12.39988719796020 |
| 2020-02-01 | 12.33835080129770 |
| 2020-03-01 | 12.21916992197760 |
| 2020-04-01 | 11.96191137068520 |
| 2020-05-01 | 12.00497111322570 |
| 2020-06-01 | 11.80675772010720 |
| 2020-07-01 | 11.52395368604060 |
| 2020-08-01 | 11.42160903936220 |
| 2020-09-01 | 11.31545595465100 |
| 2020-10-01 | 11.44690316061970 |
| 2020-11-01 | 11.37396271704200 |
| 2020-12-01 | 11.37889494707740 |
| 2021-01-01 | 11.38773945287090 |
| 2021-02-01 | 11.43633485364870 |
| 2021-03-01 | 11.43271255915430 |
| 2021-04-01 | 11.57563905719460 |
| 2021-05-01 | 11.52132072829360 |
| 2021-06-01 | 11.50564268363610 |
| 2021-07-01 | 11.52145334594690 |
| 2021-08-01 | 11.51008318261720 |
| 2021-09-01 | 11.62805927033830 |
| 2021-10-01 | 11.71739829285310 |
| 2021-11-01 | 11.75649700461630 |
| 2021-12-01 | 11.88051506163710 |
| 2022-01-01 | 11.98086308140360 |
| 2022-02-01 | 12.04645607384660 |
| 2022-03-01 | 12.16715655894550 |
| 2022-04-01 | 12.18387895429130 |
| 2022-05-01 | 12.23837702858190 |
| 2022-06-01 | 12.41264521722440 |
| 2022-07-01 | 12.50368719448370 |
| 2022-08-01 | 12.58054601175690 |
| 2022-09-01 | 12.53327400974660 |
| 2022-10-01 | 12.49419942675810 |
| 2022-11-01 | 12.53852922282130 |
| 2022-12-01 | 12.68840597961700 |
| 2023-01-01 | 12.48458294965500 |
| 2023-02-01 | 12.36226153159880 |
| 2023-03-01 | 12.39119258661980 |
| 2023-04-01 | 12.49856448816940 |
| 2023-05-01 | 12.44844128936080 |
| 2023-06-01 | 12.51616926613440 |
| 2023-07-01 | 12.58569722134420 |
| 2023-08-01 | 12.65310596179120 |
| 2023-09-01 | 12.83140819712060 |
| 2023-10-01 | 12.88214588791750 |
| 2023-11-01 | 12.72421598806150 |
| 2023-12-01 | 12.59623283821080 |
| 2024-01-01 | 12.69330437570760 |
| 2024-02-01 | 12.67546139364240 |
| 2024-03-01 | 12.70316691922700 |
| 2024-04-01 | 12.80737997881010 |
| 2024-05-01 | 12.95269750857340 |
| 2024-06-01 | 12.92811184646980 |
| 2024-07-01 | 13.07204610827510 |
| 2024-08-01 | 12.92948973273220 |
| 2024-09-01 | 12.92675686006400 |
| 2024-10-01 | 13.07620351029490 |
| 2024-11-01 | 13.11718378087250 |
| 2024-12-01 | 13.20342940180750 |
| 2025-01-01 | 13.30386011553920 |
| 2025-02-01 | 13.38375624785880 |
| 2025-03-01 | 13.39993157908620 |
| 2025-04-01 | 13.41725299595410 |
| 2025-05-01 | 13.44604474503610 |
| 2025-06-01 | 13.53365551368690 |
| 2025-07-01 | 13.76822007021190 |
| 2025-08-01 | 13.72230533961950 |
| 2025-09-01 | 13.72502435376540 |
| 2025-10-01 | 13.77461165153570 |
| 2025-11-01 | 13.81794666493110 |
| 2025-12-01 | 13.80620252513830 |
| 2026-01-01 | 13.81016216785700 |
| 2026-02-01 | 13.88447063772820 |
| 2026-03-01 | 13.99253789709680 |
| 2026-04-01 | 13.91954124689610 |