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 2026-07-01 |
| Last Updated | 2026-08-21 6:49 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 | 7.92075569012870 |
| 1990-02-01 | 7.88936575833547 |
| 1990-03-01 | 7.80150810455852 |
| 1990-04-01 | 7.84331386290094 |
| 1990-05-01 | 7.90918955836530 |
| 1990-06-01 | 8.05172895137992 |
| 1990-07-01 | 8.05153687358452 |
| 1990-08-01 | 8.15535102155538 |
| 1990-09-01 | 8.27098620710617 |
| 1990-10-01 | 8.01778145481761 |
| 1990-11-01 | 7.91310777713274 |
| 1990-12-01 | 7.87794218020631 |
| 1991-01-01 | 7.62149962432752 |
| 1991-02-01 | 7.49009342139154 |
| 1991-03-01 | 7.39530474066330 |
| 1991-04-01 | 7.54308007356247 |
| 1991-05-01 | 7.60369824973493 |
| 1991-06-01 | 7.55454568555231 |
| 1991-07-01 | 7.54944215478272 |
| 1991-08-01 | 7.55964014013215 |
| 1991-09-01 | 7.57688460061386 |
| 1991-10-01 | 7.51765784986035 |
| 1991-11-01 | 7.61790023358461 |
| 1991-12-01 | 7.58063274584114 |
| 1992-01-01 | 7.71961414485512 |
| 1992-02-01 | 7.78919887438240 |
| 1992-03-01 | 7.78735940065551 |
| 1992-04-01 | 7.73366318168679 |
| 1992-05-01 | 7.59395786455620 |
| 1992-06-01 | 7.55761003307266 |
| 1992-07-01 | 7.65325366557426 |
| 1992-08-01 | 7.67089712819905 |
| 1992-09-01 | 7.78746001122977 |
| 1992-10-01 | 8.01526807070676 |
| 1992-11-01 | 7.92790445324181 |
| 1992-12-01 | 7.98758450951568 |
| 1993-01-01 | 8.01088857975553 |
| 1993-02-01 | 8.07620384820534 |
| 1993-03-01 | 8.17982090680733 |
| 1993-04-01 | 8.22186386809643 |
| 1993-05-01 | 8.28849798326917 |
| 1993-06-01 | 8.45914336004048 |
| 1993-07-01 | 8.26098534975253 |
| 1993-08-01 | 8.08658894000436 |
| 1993-09-01 | 8.09444457882278 |
| 1993-10-01 | 8.10819389185554 |
| 1993-11-01 | 8.04350788722778 |
| 1993-12-01 | 8.10021671980387 |
| 1994-01-01 | 7.99448356990817 |
| 1994-02-01 | 7.96459219436027 |
| 1994-03-01 | 8.08175689619915 |
| 1994-04-01 | 7.90676761100382 |
| 1994-05-01 | 7.97745066072454 |
| 1994-06-01 | 7.95491520604165 |
| 1994-07-01 | 8.07115528287385 |
| 1994-08-01 | 8.09535120167167 |
| 1994-09-01 | 8.10290687278431 |
| 1994-10-01 | 8.10554968653125 |
| 1994-11-01 | 8.16564638501473 |
| 1994-12-01 | 8.11337891235791 |
| 1995-01-01 | 8.27664799918479 |
| 1995-02-01 | 8.15535807154137 |
| 1995-03-01 | 8.08455139715080 |
| 1995-04-01 | 8.19130970925996 |
| 1995-05-01 | 8.16568841436584 |
| 1995-06-01 | 8.24763371655520 |
| 1995-07-01 | 8.17816852622282 |
| 1995-08-01 | 8.29635344282670 |
| 1995-09-01 | 8.31222256368341 |
| 1995-10-01 | 8.41000474932807 |
| 1995-11-01 | 8.38836138080752 |
| 1995-12-01 | 8.42356263599955 |
| 1996-01-01 | 8.25824314080499 |
| 1996-02-01 | 8.45411129564907 |
| 1996-03-01 | 8.39718675255244 |
| 1996-04-01 | 8.37219800242887 |
| 1996-05-01 | 8.34169138205981 |
| 1996-06-01 | 8.33629057883991 |
| 1996-07-01 | 8.29400438952139 |
| 1996-08-01 | 8.19116598830713 |
| 1996-09-01 | 8.32777266584961 |
| 1996-10-01 | 8.31969109250441 |
| 1996-11-01 | 8.30815687197420 |
| 1996-12-01 | 8.32275699381382 |
| 1997-01-01 | 8.54817964632826 |
| 1997-02-01 | 8.55027166684375 |
| 1997-03-01 | 8.59476600939225 |
| 1997-04-01 | 8.66084569119728 |
| 1997-05-01 | 8.72241546563910 |
| 1997-06-01 | 8.83380777883087 |
| 1997-07-01 | 9.20498910992057 |
| 1997-08-01 | 9.19941721085369 |
| 1997-09-01 | 9.24327845874836 |
| 1997-10-01 | 9.12783583892420 |
| 1997-11-01 | 9.31518866957514 |
| 1997-12-01 | 9.31333225847943 |
| 1998-01-01 | 9.33512103635836 |
| 1998-02-01 | 9.34745884460233 |
| 1998-03-01 | 9.48908005745316 |
| 1998-04-01 | 9.56040248989854 |
| 1998-05-01 | 9.80932716914998 |
| 1998-06-01 | 9.73596009135207 |
| 1998-07-01 | 9.41525305353683 |
| 1998-08-01 | 9.11023959364751 |
| 1998-09-01 | 9.16085916615619 |
| 1998-10-01 | 9.13663883107230 |
| 1998-11-01 | 9.11206749399026 |
| 1998-12-01 | 9.18781701838703 |
| 1999-01-01 | 9.72982781313784 |
| 1999-02-01 | 9.74614860242209 |
| 1999-03-01 | 9.67143650769143 |
| 1999-04-01 | 9.96891984034551 |
| 1999-05-01 | 9.90528573387029 |
| 1999-06-01 | 9.84311327200894 |
| 1999-07-01 | 9.72054727353835 |
| 1999-08-01 | 9.82643294530066 |
| 1999-09-01 | 9.77446221296131 |
| 1999-10-01 | 9.85230663652395 |
| 1999-11-01 | 9.80564069585323 |
| 1999-12-01 | 9.86863773193124 |
| 2000-01-01 | 9.81334341763356 |
| 2000-02-01 | 9.83041772656374 |
| 2000-03-01 | 9.85420202694346 |
| 2000-04-01 | 9.67457898884374 |
| 2000-05-01 | 9.81194644663149 |
| 2000-06-01 | 9.85411060544057 |
| 2000-07-01 | 10.03866924587130 |
| 2000-08-01 | 10.04009037045330 |
| 2000-09-01 | 10.17904423983920 |
| 2000-10-01 | 10.26617101848160 |
| 2000-11-01 | 10.30505524137260 |
| 2000-12-01 | 10.35187182785210 |
| 2001-01-01 | 9.89780078906935 |
| 2001-02-01 | 9.90539213655300 |
| 2001-03-01 | 10.02591508201980 |
| 2001-04-01 | 9.97872144518280 |
| 2001-05-01 | 9.92923406180954 |
| 2001-06-01 | 9.97528115221694 |
| 2001-07-01 | 9.95331463348796 |
| 2001-08-01 | 9.85568074544749 |
| 2001-09-01 | 9.87775496631208 |
| 2001-10-01 | 9.87682320766500 |
| 2001-11-01 | 9.90275087147586 |
| 2001-12-01 | 9.94757485243907 |
| 2002-01-01 | 9.88000155784949 |
| 2002-02-01 | 9.87650575902376 |
| 2002-03-01 | 9.90519189252904 |
| 2002-04-01 | 9.77183876318312 |
| 2002-05-01 | 10.05055216980950 |
| 2002-06-01 | 10.09955219684500 |
| 2002-07-01 | 10.06297463840810 |
| 2002-08-01 | 10.16465933601790 |
| 2002-09-01 | 10.17447189519110 |
| 2002-10-01 | 10.08482585235170 |
| 2002-11-01 | 10.20792221845520 |
| 2002-12-01 | 10.24297867098750 |
| 2003-01-01 | 10.47198934527330 |
| 2003-02-01 | 10.55416608095250 |
| 2003-03-01 | 10.59037654828890 |
| 2003-04-01 | 10.55914752507360 |
| 2003-05-01 | 10.46729628332800 |
| 2003-06-01 | 10.41768018904290 |
| 2003-07-01 | 10.36282712939400 |
| 2003-08-01 | 10.36586600004500 |
| 2003-09-01 | 10.38388963516530 |
| 2003-10-01 | 10.29067206234460 |
| 2003-11-01 | 10.20970368202810 |
| 2003-12-01 | 10.23935239118800 |
| 2004-01-01 | 10.27243326217700 |
| 2004-02-01 | 10.23257218666770 |
| 2004-03-01 | 10.29464548229940 |
| 2004-04-01 | 10.24690531321110 |
| 2004-05-01 | 10.27581200261910 |
| 2004-06-01 | 10.22243772289960 |
| 2004-07-01 | 10.35648267037500 |
| 2004-08-01 | 10.46803505968900 |
| 2004-09-01 | 10.49746324948530 |
| 2004-10-01 | 10.79510771854200 |
| 2004-11-01 | 10.81225646724060 |
| 2004-12-01 | 10.72772091378500 |
| 2005-01-01 | 10.67093437241020 |
| 2005-02-01 | 10.71539801788460 |
| 2005-03-01 | 10.70414919667980 |
| 2005-04-01 | 10.85319067806120 |
| 2005-05-01 | 10.88530850448090 |
| 2005-06-01 | 10.92400516848790 |
| 2005-07-01 | 11.04431492709060 |
| 2005-08-01 | 11.06838348088560 |
| 2005-09-01 | 11.21104167056580 |
| 2005-10-01 | 11.29776163345490 |
| 2005-11-01 | 11.29924182233770 |
| 2005-12-01 | 11.20902717461980 |
| 2006-01-01 | 11.57023184302680 |
| 2006-02-01 | 11.71241129948340 |
| 2006-03-01 | 11.81908762336700 |
| 2006-04-01 | 11.86810882936810 |
| 2006-05-01 | 11.89358998833810 |
| 2006-06-01 | 12.21857842415900 |
| 2006-07-01 | 12.02938275527420 |
| 2006-08-01 | 12.07458901738930 |
| 2006-09-01 | 12.01444323886690 |
| 2006-10-01 | 12.30264184618960 |
| 2006-11-01 | 12.19910669186090 |
| 2006-12-01 | 12.18459839633510 |
| 2007-01-01 | 12.16076524914300 |
| 2007-02-01 | 12.31634308447560 |
| 2007-03-01 | 12.32965019702990 |
| 2007-04-01 | 12.48630926911920 |
| 2007-05-01 | 12.59755411833500 |
| 2007-06-01 | 12.70733607135480 |
| 2007-07-01 | 12.72667019288660 |
| 2007-08-01 | 12.67898169157130 |
| 2007-09-01 | 12.41339171269390 |
| 2007-10-01 | 12.60638020410830 |
| 2007-11-01 | 12.70007467958010 |
| 2007-12-01 | 12.67063145027570 |
| 2008-01-01 | 12.75018576447840 |
| 2008-02-01 | 12.72623924009120 |
| 2008-03-01 | 12.63735296326910 |
| 2008-04-01 | 12.49290061237720 |
| 2008-05-01 | 12.59174533998530 |
| 2008-06-01 | 12.60219507905950 |
| 2008-07-01 | 12.62848193449430 |
| 2008-08-01 | 12.68378913922050 |
| 2008-09-01 | 12.70338499788390 |
| 2008-10-01 | 12.60276695720150 |
| 2008-11-01 | 12.61891924024640 |
| 2008-12-01 | 12.57019812164550 |
| 2009-01-01 | 12.44174647899540 |
| 2009-02-01 | 12.23118889522870 |
| 2009-03-01 | 12.23448150679630 |
| 2009-04-01 | 11.99324731947940 |
| 2009-05-01 | 11.88596138092330 |
| 2009-06-01 | 11.69924617084860 |
| 2009-07-01 | 11.74463795904620 |
| 2009-08-01 | 11.68399245020520 |
| 2009-09-01 | 11.68557286192640 |
| 2009-10-01 | 11.69006338223810 |
| 2009-11-01 | 11.62682544177930 |
| 2009-12-01 | 11.78126616453240 |
| 2010-01-01 | 11.74553962613270 |
| 2010-02-01 | 11.74361280796500 |
| 2010-03-01 | 11.73592589291330 |
| 2010-04-01 | 11.78271767535570 |
| 2010-05-01 | 11.77748059187470 |
| 2010-06-01 | 11.80179693504480 |
| 2010-07-01 | 11.66167324154320 |
| 2010-08-01 | 11.58015590928720 |
| 2010-09-01 | 11.45906266177210 |
| 2010-10-01 | 11.56810496682840 |
| 2010-11-01 | 11.73583457548780 |
| 2010-12-01 | 11.50407003843110 |
| 2011-01-01 | 11.55607804450480 |
| 2011-02-01 | 11.35442363881820 |
| 2011-03-01 | 11.53639162428260 |
| 2011-04-01 | 11.67600412152180 |
| 2011-05-01 | 11.77317019924670 |
| 2011-06-01 | 11.59520694288530 |
| 2011-07-01 | 11.77550583005840 |
| 2011-08-01 | 11.77819454912190 |
| 2011-09-01 | 11.74306694208800 |
| 2011-10-01 | 11.84611593406370 |
| 2011-11-01 | 11.72377600701110 |
| 2011-12-01 | 11.52607707118860 |
| 2012-01-01 | 11.86772278729220 |
| 2012-02-01 | 12.06448115435750 |
| 2012-03-01 | 12.14658231606580 |
| 2012-04-01 | 12.07244625878700 |
| 2012-05-01 | 12.07667061576180 |
| 2012-06-01 | 12.19945741216850 |
| 2012-07-01 | 12.06954905553570 |
| 2012-08-01 | 12.17254317925310 |
| 2012-09-01 | 12.23562219845560 |
| 2012-10-01 | 12.12432569441300 |
| 2012-11-01 | 12.20858698020190 |
| 2012-12-01 | 12.14183375894560 |
| 2013-01-01 | 12.17749836300280 |
| 2013-02-01 | 12.16602520948310 |
| 2013-03-01 | 12.16181414279160 |
| 2013-04-01 | 12.28001606966970 |
| 2013-05-01 | 12.29129606486280 |
| 2013-06-01 | 12.29832858992800 |
| 2013-07-01 | 12.25042969747210 |
| 2013-08-01 | 12.36794919239220 |
| 2013-09-01 | 12.43463036122460 |
| 2013-10-01 | 12.31846175600510 |
| 2013-11-01 | 12.27748842293670 |
| 2013-12-01 | 12.14942526332040 |
| 2014-01-01 | 12.18267597223930 |
| 2014-02-01 | 12.07419007372750 |
| 2014-03-01 | 12.18720690464240 |
| 2014-04-01 | 12.08189064056060 |
| 2014-05-01 | 12.20985023409470 |
| 2014-06-01 | 12.20126037532430 |
| 2014-07-01 | 12.21726791909240 |
| 2014-08-01 | 12.15663191364030 |
| 2014-09-01 | 12.13476820339990 |
| 2014-10-01 | 12.32359329398380 |
| 2014-11-01 | 12.35599454103800 |
| 2014-12-01 | 12.55583509329600 |
| 2015-01-01 | 12.69184745724660 |
| 2015-02-01 | 12.48423956009960 |
| 2015-03-01 | 12.40567745691120 |
| 2015-04-01 | 12.28160321715610 |
| 2015-05-01 | 12.11791590250250 |
| 2015-06-01 | 12.08259311594200 |
| 2015-07-01 | 12.18555774019100 |
| 2015-08-01 | 12.16001339326910 |
| 2015-09-01 | 12.14397192827790 |
| 2015-10-01 | 12.24318289088840 |
| 2015-11-01 | 12.13918837556160 |
| 2015-12-01 | 12.16315026627560 |
| 2016-01-01 | 12.10126764421760 |
| 2016-02-01 | 12.08870524064770 |
| 2016-03-01 | 11.90990434001170 |
| 2016-04-01 | 11.97130438239720 |
| 2016-05-01 | 11.91699920655370 |
| 2016-06-01 | 11.87082640300670 |
| 2016-07-01 | 11.86256756121310 |
| 2016-08-01 | 11.96157167702660 |
| 2016-09-01 | 11.65596943844570 |
| 2016-10-01 | 11.56288561538520 |
| 2016-11-01 | 11.64622216344440 |
| 2016-12-01 | 11.47286099615790 |
| 2017-01-01 | 11.31315594851250 |
| 2017-02-01 | 11.47910352316220 |
| 2017-03-01 | 11.48963005912500 |
| 2017-04-01 | 11.76578650319050 |
| 2017-05-01 | 11.80677004837130 |
| 2017-06-01 | 11.94372698772900 |
| 2017-07-01 | 12.16641804816300 |
| 2017-08-01 | 12.17938969737840 |
| 2017-09-01 | 12.16985809697940 |
| 2017-10-01 | 12.08076605694280 |
| 2017-11-01 | 12.15493218077850 |
| 2017-12-01 | 11.88266030308770 |
| 2018-01-01 | 12.21742746633530 |
| 2018-02-01 | 12.26485164259930 |
| 2018-03-01 | 12.36314774973720 |
| 2018-04-01 | 12.35530254000420 |
| 2018-05-01 | 12.39509026058980 |
| 2018-06-01 | 12.52489541839740 |
| 2018-07-01 | 12.38731297267380 |
| 2018-08-01 | 12.39804533489620 |
| 2018-09-01 | 12.58292794782820 |
| 2018-10-01 | 12.58499335558770 |
| 2018-11-01 | 12.67064117319580 |
| 2018-12-01 | 12.68772199069590 |
| 2019-01-01 | 12.71177860760600 |
| 2019-02-01 | 12.74962804993840 |
| 2019-03-01 | 12.83139914496970 |
| 2019-04-01 | 12.75867122683780 |
| 2019-05-01 | 12.79138114366590 |
| 2019-06-01 | 12.60480653458640 |
| 2019-07-01 | 12.71229462690880 |
| 2019-08-01 | 12.72162860702310 |
| 2019-09-01 | 12.60056578336440 |
| 2019-10-01 | 12.57341955510970 |
| 2019-11-01 | 12.47628799433250 |
| 2019-12-01 | 12.48386282285500 |
| 2020-01-01 | 12.40003326954160 |
| 2020-02-01 | 12.33590871051230 |
| 2020-03-01 | 12.21832752306770 |
| 2020-04-01 | 11.96438183014670 |
| 2020-05-01 | 12.00502335579440 |
| 2020-06-01 | 11.80635525128940 |
| 2020-07-01 | 11.52343281655680 |
| 2020-08-01 | 11.42315106779520 |
| 2020-09-01 | 11.31594659616430 |
| 2020-10-01 | 11.44741315255760 |
| 2020-11-01 | 11.37455908283550 |
| 2020-12-01 | 11.37599396050810 |
| 2021-01-01 | 11.38902383055350 |
| 2021-02-01 | 11.43268913217190 |
| 2021-03-01 | 11.43237457512990 |
| 2021-04-01 | 11.57970078603910 |
| 2021-05-01 | 11.52297933601770 |
| 2021-06-01 | 11.50662532577240 |
| 2021-07-01 | 11.51402672571460 |
| 2021-08-01 | 11.51353491507220 |
| 2021-09-01 | 11.62927299614190 |
| 2021-10-01 | 11.71875290073890 |
| 2021-11-01 | 11.75768946432680 |
| 2021-12-01 | 11.87482861529010 |
| 2022-01-01 | 11.98311000886660 |
| 2022-02-01 | 12.04170334192270 |
| 2022-03-01 | 12.16786058645070 |
| 2022-04-01 | 12.19065993663350 |
| 2022-05-01 | 12.24321660514680 |
| 2022-06-01 | 12.41702249849750 |
| 2022-07-01 | 12.48252636773400 |
| 2022-08-01 | 12.58672827821190 |
| 2022-09-01 | 12.53624513219070 |
| 2022-10-01 | 12.49682314279500 |
| 2022-11-01 | 12.54028889331900 |
| 2022-12-01 | 12.67943113780860 |
| 2023-01-01 | 12.48599147421830 |
| 2023-02-01 | 12.35631249244840 |
| 2023-03-01 | 12.39814085343580 |
| 2023-04-01 | 12.50268555608300 |
| 2023-05-01 | 12.45842674664690 |
| 2023-06-01 | 12.52972302649530 |
| 2023-07-01 | 12.54842087982150 |
| 2023-08-01 | 12.66012715832800 |
| 2023-09-01 | 12.83444372162300 |
| 2023-10-01 | 12.88498476041210 |
| 2023-11-01 | 12.72580869114280 |
| 2023-12-01 | 12.58675055475750 |
| 2024-01-01 | 12.69367354150080 |
| 2024-02-01 | 12.66816498788510 |
| 2024-03-01 | 12.71648463524660 |
| 2024-04-01 | 12.80841999066850 |
| 2024-05-01 | 12.96485491744890 |
| 2024-06-01 | 12.95121834438270 |
| 2024-07-01 | 13.02578168230780 |
| 2024-08-01 | 12.93513885522370 |
| 2024-09-01 | 12.92946893426900 |
| 2024-10-01 | 13.07872337299160 |
| 2024-11-01 | 13.11823578572270 |
| 2024-12-01 | 13.19240495350410 |
| 2025-01-01 | 13.30237397566250 |
| 2025-02-01 | 13.37659745431960 |
| 2025-03-01 | 13.42092990112210 |
| 2025-04-01 | 13.41304317200720 |
| 2025-05-01 | 13.45868601444500 |
| 2025-06-01 | 13.56742781105640 |
| 2025-07-01 | 13.71633158849010 |
| 2025-08-01 | 13.72552358947700 |
| 2025-09-01 | 13.72623451556530 |
| 2025-10-01 | 13.77624244718540 |
| 2025-11-01 | 13.81776843440260 |
| 2025-12-01 | 13.79533595784770 |
| 2026-01-01 | 13.80660083459890 |
| 2026-02-01 | 13.87775156843860 |
| 2026-03-01 | 14.01642553455530 |
| 2026-04-01 | 13.91269766720160 |
| 2026-05-01 | 13.85246978895630 |
| 2026-06-01 | 13.77895099572770 |
| 2026-07-01 | 13.81648041051670 |