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 2026-05-01 |
| Last Updated | 2026-06-24 10:08 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 | 7.92075573363997 |
| 1990-02-01 | 7.88936592709223 |
| 1990-03-01 | 7.80150833877796 |
| 1990-04-01 | 7.84331391112603 |
| 1990-05-01 | 7.90918958344408 |
| 1990-06-01 | 8.05172889542799 |
| 1990-07-01 | 8.05153682674028 |
| 1990-08-01 | 8.15535071724557 |
| 1990-09-01 | 8.27098611766709 |
| 1990-10-01 | 8.01778138244134 |
| 1990-11-01 | 7.91310776150666 |
| 1990-12-01 | 7.87794220564301 |
| 1991-01-01 | 7.62149967328700 |
| 1991-02-01 | 7.49009357604002 |
| 1991-03-01 | 7.39530515317847 |
| 1991-04-01 | 7.54308009984365 |
| 1991-05-01 | 7.60369824704786 |
| 1991-06-01 | 7.55454560195429 |
| 1991-07-01 | 7.54944206962392 |
| 1991-08-01 | 7.55963975874226 |
| 1991-09-01 | 7.57688446523580 |
| 1991-10-01 | 7.51765774442849 |
| 1991-11-01 | 7.61790020351994 |
| 1991-12-01 | 7.58063277379130 |
| 1992-01-01 | 7.71961442759967 |
| 1992-02-01 | 7.78919901814434 |
| 1992-03-01 | 7.78735998335797 |
| 1992-04-01 | 7.73366316613732 |
| 1992-05-01 | 7.59395780864756 |
| 1992-06-01 | 7.55760990282700 |
| 1992-07-01 | 7.65325351056529 |
| 1992-08-01 | 7.67089663648574 |
| 1992-09-01 | 7.78745977741023 |
| 1992-10-01 | 8.01526783280446 |
| 1992-11-01 | 7.92790424395213 |
| 1992-12-01 | 7.98758431833322 |
| 1993-01-01 | 8.01089020434875 |
| 1993-02-01 | 8.07620374238120 |
| 1993-03-01 | 8.17982148421281 |
| 1993-04-01 | 8.22186375299473 |
| 1993-05-01 | 8.28849787731456 |
| 1993-06-01 | 8.45914319756603 |
| 1993-07-01 | 8.26098512302413 |
| 1993-08-01 | 8.08658833309458 |
| 1993-09-01 | 8.09444411484794 |
| 1993-10-01 | 8.10819336341006 |
| 1993-11-01 | 8.04350737691666 |
| 1993-12-01 | 8.10021628186962 |
| 1994-01-01 | 7.99448662349779 |
| 1994-02-01 | 7.96459203685788 |
| 1994-03-01 | 8.08175752242686 |
| 1994-04-01 | 7.90676763462849 |
| 1994-05-01 | 7.97745066886317 |
| 1994-06-01 | 7.95491508087208 |
| 1994-07-01 | 8.07115504083761 |
| 1994-08-01 | 8.09535020325358 |
| 1994-09-01 | 8.10290576489702 |
| 1994-10-01 | 8.10554896752156 |
| 1994-11-01 | 8.16564519462017 |
| 1994-12-01 | 8.11337805046331 |
| 1995-01-01 | 8.27665232658978 |
| 1995-02-01 | 8.15535813361830 |
| 1995-03-01 | 8.08455245584812 |
| 1995-04-01 | 8.19131029521290 |
| 1995-05-01 | 8.16568870566354 |
| 1995-06-01 | 8.24763391194617 |
| 1995-07-01 | 8.17816868161491 |
| 1995-08-01 | 8.29635203104851 |
| 1995-09-01 | 8.31222071105137 |
| 1995-10-01 | 8.41000322072959 |
| 1995-11-01 | 8.38835799298994 |
| 1995-12-01 | 8.42355864512868 |
| 1996-01-01 | 8.25825078248779 |
| 1996-02-01 | 8.45411377502095 |
| 1996-03-01 | 8.39718808458583 |
| 1996-04-01 | 8.37219961073411 |
| 1996-05-01 | 8.34169213301513 |
| 1996-06-01 | 8.33629098287116 |
| 1996-07-01 | 8.29400471808245 |
| 1996-08-01 | 8.19116397733482 |
| 1996-09-01 | 8.32776985176216 |
| 1996-10-01 | 8.31968850872913 |
| 1996-11-01 | 8.30815109060477 |
| 1996-12-01 | 8.32274977995734 |
| 1997-01-01 | 8.54819045164858 |
| 1997-02-01 | 8.55027679520717 |
| 1997-03-01 | 8.59476792659141 |
| 1997-04-01 | 8.66084790581303 |
| 1997-05-01 | 8.72241688022895 |
| 1997-06-01 | 8.83380851585945 |
| 1997-07-01 | 9.20498964417990 |
| 1997-08-01 | 9.19941484675879 |
| 1997-09-01 | 9.24327509562111 |
| 1997-10-01 | 9.12783222365170 |
| 1997-11-01 | 9.31518115659918 |
| 1997-12-01 | 9.31331998232483 |
| 1998-01-01 | 9.33513453443580 |
| 1998-02-01 | 9.34746784996644 |
| 1998-03-01 | 9.48908241470591 |
| 1998-04-01 | 9.56040500001499 |
| 1998-05-01 | 9.80932912455143 |
| 1998-06-01 | 9.73596085040879 |
| 1998-07-01 | 9.41525333717698 |
| 1998-08-01 | 9.11023695131657 |
| 1998-09-01 | 9.16085550396926 |
| 1998-10-01 | 9.13663498972625 |
| 1998-11-01 | 9.11205996226910 |
| 1998-12-01 | 9.18780255730741 |
| 1999-01-01 | 9.72984072461334 |
| 1999-02-01 | 9.74615934681239 |
| 1999-03-01 | 9.67143943892170 |
| 1999-04-01 | 9.96892214339157 |
| 1999-05-01 | 9.90528795058477 |
| 1999-06-01 | 9.84311415192772 |
| 1999-07-01 | 9.72054757429613 |
| 1999-08-01 | 9.82643066144464 |
| 1999-09-01 | 9.77445918990465 |
| 1999-10-01 | 9.85230252688416 |
| 1999-11-01 | 9.80563402408352 |
| 1999-12-01 | 9.86862089100451 |
| 2000-01-01 | 9.81335586653780 |
| 2000-02-01 | 9.83042962644700 |
| 2000-03-01 | 9.85420469476805 |
| 2000-04-01 | 9.67458094473685 |
| 2000-05-01 | 9.81194848299651 |
| 2000-06-01 | 9.85411119552880 |
| 2000-07-01 | 10.03866912323570 |
| 2000-08-01 | 10.04008861612180 |
| 2000-09-01 | 10.17904203307350 |
| 2000-10-01 | 10.26616723351650 |
| 2000-11-01 | 10.30505080456150 |
| 2000-12-01 | 10.35185751574570 |
| 2001-01-01 | 9.89781000288849 |
| 2001-02-01 | 9.90540173904362 |
| 2001-03-01 | 10.02591741442390 |
| 2001-04-01 | 9.97872259735859 |
| 2001-05-01 | 9.92923576104457 |
| 2001-06-01 | 9.97528169302334 |
| 2001-07-01 | 9.95331443741234 |
| 2001-08-01 | 9.85567980410090 |
| 2001-09-01 | 9.87775388902145 |
| 2001-10-01 | 9.87682003797971 |
| 2001-11-01 | 9.90274887285081 |
| 2001-12-01 | 9.94756324689671 |
| 2002-01-01 | 9.88000750345520 |
| 2002-02-01 | 9.87651283347619 |
| 2002-03-01 | 9.90519356739959 |
| 2002-04-01 | 9.77183944665173 |
| 2002-05-01 | 10.05055332782230 |
| 2002-06-01 | 10.09955254572520 |
| 2002-07-01 | 10.06297430849060 |
| 2002-08-01 | 10.16465891292950 |
| 2002-09-01 | 10.17447145213850 |
| 2002-10-01 | 10.08482374528590 |
| 2002-11-01 | 10.20792198998730 |
| 2002-12-01 | 10.24297231096740 |
| 2003-01-01 | 10.47199125632710 |
| 2003-02-01 | 10.55416951955120 |
| 2003-03-01 | 10.59037777827220 |
| 2003-04-01 | 10.55914805831700 |
| 2003-05-01 | 10.46729698817700 |
| 2003-06-01 | 10.41768063546850 |
| 2003-07-01 | 10.36282713858570 |
| 2003-08-01 | 10.36586602233780 |
| 2003-09-01 | 10.38388973648870 |
| 2003-10-01 | 10.29067038750370 |
| 2003-11-01 | 10.20970367439440 |
| 2003-12-01 | 10.23934845947320 |
| 2004-01-01 | 10.27243434218140 |
| 2004-02-01 | 10.23257393001290 |
| 2004-03-01 | 10.29464607137770 |
| 2004-04-01 | 10.24690593820820 |
| 2004-05-01 | 10.27581235040320 |
| 2004-06-01 | 10.22243803849540 |
| 2004-07-01 | 10.35648268965460 |
| 2004-08-01 | 10.46803513971550 |
| 2004-09-01 | 10.49746336204030 |
| 2004-10-01 | 10.79510648829440 |
| 2004-11-01 | 10.81225628234480 |
| 2004-12-01 | 10.72771977058170 |
| 2005-01-01 | 10.67093463784980 |
| 2005-02-01 | 10.71539835452850 |
| 2005-03-01 | 10.70414956693230 |
| 2005-04-01 | 10.85319108091740 |
| 2005-05-01 | 10.88530874468030 |
| 2005-06-01 | 10.92400547598870 |
| 2005-07-01 | 11.04431498663400 |
| 2005-08-01 | 11.06838353990280 |
| 2005-09-01 | 11.21104173559480 |
| 2005-10-01 | 11.29776088944410 |
| 2005-11-01 | 11.29924160236780 |
| 2005-12-01 | 11.20902661983290 |
| 2006-01-01 | 11.57023200880100 |
| 2006-02-01 | 11.71241150155400 |
| 2006-03-01 | 11.81908784116590 |
| 2006-04-01 | 11.86810902265860 |
| 2006-05-01 | 11.89359012475270 |
| 2006-06-01 | 12.21857861951310 |
| 2006-07-01 | 12.02938276363080 |
| 2006-08-01 | 12.07458900187300 |
| 2006-09-01 | 12.01444319911830 |
| 2006-10-01 | 12.30264159183910 |
| 2006-11-01 | 12.19910644211140 |
| 2006-12-01 | 12.18459834452890 |
| 2007-01-01 | 12.16076527015090 |
| 2007-02-01 | 12.31634314485290 |
| 2007-03-01 | 12.32965027710330 |
| 2007-04-01 | 12.48630935171080 |
| 2007-05-01 | 12.59755417524410 |
| 2007-06-01 | 12.70733618154120 |
| 2007-07-01 | 12.72667020452350 |
| 2007-08-01 | 12.67898169242160 |
| 2007-09-01 | 12.41339170396240 |
| 2007-10-01 | 12.60638006145790 |
| 2007-11-01 | 12.70007457730290 |
| 2007-12-01 | 12.67063143578890 |
| 2008-01-01 | 12.75018578248190 |
| 2008-02-01 | 12.72623926912090 |
| 2008-03-01 | 12.63735299755850 |
| 2008-04-01 | 12.49290064476780 |
| 2008-05-01 | 12.59174530485850 |
| 2008-06-01 | 12.60219513830460 |
| 2008-07-01 | 12.62848194016230 |
| 2008-08-01 | 12.68378914252260 |
| 2008-09-01 | 12.70338500151950 |
| 2008-10-01 | 12.60276692673430 |
| 2008-11-01 | 12.61891926465170 |
| 2008-12-01 | 12.57019811474410 |
| 2009-01-01 | 12.44174649828300 |
| 2009-02-01 | 12.23118890418010 |
| 2009-03-01 | 12.23448139499590 |
| 2009-04-01 | 11.99324730157760 |
| 2009-05-01 | 11.88596125549970 |
| 2009-06-01 | 11.69924624503100 |
| 2009-07-01 | 11.74463801219030 |
| 2009-08-01 | 11.68399254528440 |
| 2009-09-01 | 11.68557297409310 |
| 2009-10-01 | 11.69006345082860 |
| 2009-11-01 | 11.62682547755870 |
| 2009-12-01 | 11.78126609402320 |
| 2010-01-01 | 11.74553954578840 |
| 2010-02-01 | 11.74361271554310 |
| 2010-03-01 | 11.73592560182490 |
| 2010-04-01 | 11.78271763421990 |
| 2010-05-01 | 11.77748045853630 |
| 2010-06-01 | 11.80179712741080 |
| 2010-07-01 | 11.66167344146340 |
| 2010-08-01 | 11.58015615844960 |
| 2010-09-01 | 11.45906321192640 |
| 2010-10-01 | 11.56810501661220 |
| 2010-11-01 | 11.73583440663320 |
| 2010-12-01 | 11.50406962482290 |
| 2011-01-01 | 11.55607762182620 |
| 2011-02-01 | 11.35442329582350 |
| 2011-03-01 | 11.53639112125060 |
| 2011-04-01 | 11.67600414353940 |
| 2011-05-01 | 11.77317031465200 |
| 2011-06-01 | 11.59520744477210 |
| 2011-07-01 | 11.77550639552320 |
| 2011-08-01 | 11.77819512286940 |
| 2011-09-01 | 11.74306898522660 |
| 2011-10-01 | 11.84611588619070 |
| 2011-11-01 | 11.72377550776290 |
| 2011-12-01 | 11.52607621565500 |
| 2012-01-01 | 11.86771886233750 |
| 2012-02-01 | 12.06448032495250 |
| 2012-03-01 | 12.14658138485560 |
| 2012-04-01 | 12.07244602110830 |
| 2012-05-01 | 12.07667460607270 |
| 2012-06-01 | 12.19945844737640 |
| 2012-07-01 | 12.06955048278930 |
| 2012-08-01 | 12.17254463322230 |
| 2012-09-01 | 12.23562595150200 |
| 2012-10-01 | 12.12432510168760 |
| 2012-11-01 | 12.20858518855900 |
| 2012-12-01 | 12.14183101162880 |
| 2013-01-01 | 12.17748901458910 |
| 2013-02-01 | 12.16602175012190 |
| 2013-03-01 | 12.16181758532950 |
| 2013-04-01 | 12.28001405313360 |
| 2013-05-01 | 12.29130337376130 |
| 2013-06-01 | 12.29833038874070 |
| 2013-07-01 | 12.25043294853940 |
| 2013-08-01 | 12.36795581824150 |
| 2013-09-01 | 12.43463806060670 |
| 2013-10-01 | 12.31846411087560 |
| 2013-11-01 | 12.27747522057450 |
| 2013-12-01 | 12.14942439112940 |
| 2014-01-01 | 12.18265237258910 |
| 2014-02-01 | 12.07418535899440 |
| 2014-03-01 | 12.18721237384280 |
| 2014-04-01 | 12.08188745637800 |
| 2014-05-01 | 12.20986069058140 |
| 2014-06-01 | 12.20126218725130 |
| 2014-07-01 | 12.21729423119970 |
| 2014-08-01 | 12.15664203785830 |
| 2014-09-01 | 12.13477659817070 |
| 2014-10-01 | 12.32359539005170 |
| 2014-11-01 | 12.35596526496120 |
| 2014-12-01 | 12.55583090377040 |
| 2015-01-01 | 12.69180610606590 |
| 2015-02-01 | 12.48423017616260 |
| 2015-03-01 | 12.40568600395870 |
| 2015-04-01 | 12.28160416814940 |
| 2015-05-01 | 12.11793316698700 |
| 2015-06-01 | 12.08259687496470 |
| 2015-07-01 | 12.18561101283940 |
| 2015-08-01 | 12.16002766527040 |
| 2015-09-01 | 12.14397964412280 |
| 2015-10-01 | 12.24318586698920 |
| 2015-11-01 | 12.13914719132340 |
| 2015-12-01 | 12.16314516973580 |
| 2016-01-01 | 12.10120532022600 |
| 2016-02-01 | 12.08868528204500 |
| 2016-03-01 | 11.90989689265200 |
| 2016-04-01 | 11.97129034194150 |
| 2016-05-01 | 11.91699786527150 |
| 2016-06-01 | 11.87094085003080 |
| 2016-07-01 | 11.86262342559760 |
| 2016-08-01 | 11.96156996414360 |
| 2016-09-01 | 11.65596587333170 |
| 2016-10-01 | 11.56288868300710 |
| 2016-11-01 | 11.64618289165030 |
| 2016-12-01 | 11.47285381368280 |
| 2017-01-01 | 11.31307760285110 |
| 2017-02-01 | 11.47905927951940 |
| 2017-03-01 | 11.48959203669060 |
| 2017-04-01 | 11.76572716785980 |
| 2017-05-01 | 11.80689222051340 |
| 2017-06-01 | 11.94392593523250 |
| 2017-07-01 | 12.16662407292650 |
| 2017-08-01 | 12.17891471615100 |
| 2017-09-01 | 12.17003609557320 |
| 2017-10-01 | 12.08071016026370 |
| 2017-11-01 | 12.15487260169730 |
| 2017-12-01 | 11.88267819777260 |
| 2018-01-01 | 12.21743638513970 |
| 2018-02-01 | 12.26494453536070 |
| 2018-03-01 | 12.36326269701190 |
| 2018-04-01 | 12.35482869380460 |
| 2018-05-01 | 12.39544927286160 |
| 2018-06-01 | 12.52519387370080 |
| 2018-07-01 | 12.38759075363710 |
| 2018-08-01 | 12.39697386158490 |
| 2018-09-01 | 12.58319032094790 |
| 2018-10-01 | 12.58483629943170 |
| 2018-11-01 | 12.67060809436830 |
| 2018-12-01 | 12.68786922019760 |
| 2019-01-01 | 12.71199079202030 |
| 2019-02-01 | 12.74992906305210 |
| 2019-03-01 | 12.83170320008600 |
| 2019-04-01 | 12.75779305131360 |
| 2019-05-01 | 12.79203008781220 |
| 2019-06-01 | 12.60518351861070 |
| 2019-07-01 | 12.71281422203470 |
| 2019-08-01 | 12.71933210299360 |
| 2019-09-01 | 12.60105051993700 |
| 2019-10-01 | 12.57320820657770 |
| 2019-11-01 | 12.47615447805670 |
| 2019-12-01 | 12.48417257074620 |
| 2020-01-01 | 12.39975996754150 |
| 2020-02-01 | 12.33792863333130 |
| 2020-03-01 | 12.21891552127080 |
| 2020-04-01 | 11.96244672113680 |
| 2020-05-01 | 12.00556000290360 |
| 2020-06-01 | 11.80690184219470 |
| 2020-07-01 | 11.52419630583400 |
| 2020-08-01 | 11.42025979436410 |
| 2020-09-01 | 11.31620904575950 |
| 2020-10-01 | 11.44690055957300 |
| 2020-11-01 | 11.37369262496420 |
| 2020-12-01 | 11.37963192562730 |
| 2021-01-01 | 11.38740095433710 |
| 2021-02-01 | 11.43544944007570 |
| 2021-03-01 | 11.43228886762710 |
| 2021-04-01 | 11.57612375929940 |
| 2021-05-01 | 11.52200348566540 |
| 2021-06-01 | 11.50572693744500 |
| 2021-07-01 | 11.52184589086340 |
| 2021-08-01 | 11.50887211219210 |
| 2021-09-01 | 11.62915968763690 |
| 2021-10-01 | 11.71756353798230 |
| 2021-11-01 | 11.75599364469500 |
| 2021-12-01 | 11.88178628469930 |
| 2022-01-01 | 11.98002368993680 |
| 2022-02-01 | 12.04481283617230 |
| 2022-03-01 | 12.16635479183270 |
| 2022-04-01 | 12.18429251298630 |
| 2022-05-01 | 12.23903000082440 |
| 2022-06-01 | 12.41298898582400 |
| 2022-07-01 | 12.50445690586630 |
| 2022-08-01 | 12.58032058436200 |
| 2022-09-01 | 12.53486664469260 |
| 2022-10-01 | 12.49481034561350 |
| 2022-11-01 | 12.53789269455330 |
| 2022-12-01 | 12.68969036124070 |
| 2023-01-01 | 12.48219743030300 |
| 2023-02-01 | 12.35825361702010 |
| 2023-03-01 | 12.39283705477460 |
| 2023-04-01 | 12.49471064486930 |
| 2023-05-01 | 12.45128282183500 |
| 2023-06-01 | 12.51804093141060 |
| 2023-07-01 | 12.58745883307180 |
| 2023-08-01 | 12.65413516882410 |
| 2023-09-01 | 12.83342198591910 |
| 2023-10-01 | 12.88297917751860 |
| 2023-11-01 | 12.72334596048510 |
| 2023-12-01 | 12.59671475926680 |
| 2024-01-01 | 12.68930211526090 |
| 2024-02-01 | 12.66907818061700 |
| 2024-03-01 | 12.70752080397570 |
| 2024-04-01 | 12.79963434714600 |
| 2024-05-01 | 12.95656127582790 |
| 2024-06-01 | 12.93205624345360 |
| 2024-07-01 | 13.07493185876800 |
| 2024-08-01 | 12.93186689447790 |
| 2024-09-01 | 12.92929691900790 |
| 2024-10-01 | 13.07731839579020 |
| 2024-11-01 | 13.11606473825620 |
| 2024-12-01 | 13.20311253560530 |
| 2025-01-01 | 13.29806195903030 |
| 2025-02-01 | 13.37492726209570 |
| 2025-03-01 | 13.40791239431160 |
| 2025-04-01 | 13.40476749944540 |
| 2025-05-01 | 13.45066623476530 |
| 2025-06-01 | 13.53987234213520 |
| 2025-07-01 | 13.77243687270470 |
| 2025-08-01 | 13.72553068302160 |
| 2025-09-01 | 13.72805402991040 |
| 2025-10-01 | 13.77581444494880 |
| 2025-11-01 | 13.81643925846410 |
| 2025-12-01 | 13.80451174026960 |
| 2026-01-01 | 13.80305625435690 |
| 2026-02-01 | 13.87429661201000 |
| 2026-03-01 | 14.00181121234760 |
| 2026-04-01 | 13.90532006758280 |
| 2026-05-01 | 13.84597895401280 |