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 2026-06-01 |
| Last Updated | 2026-07-22 10:00 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 | 7.92075543922194 |
| 1990-02-01 | 7.88936478514237 |
| 1990-03-01 | 7.80150675387842 |
| 1990-04-01 | 7.84331358471628 |
| 1990-05-01 | 7.90918941364817 |
| 1990-06-01 | 8.05172927361569 |
| 1990-07-01 | 8.05153714361819 |
| 1990-08-01 | 8.15535277681285 |
| 1990-09-01 | 8.27098672279481 |
| 1990-10-01 | 8.01778187214642 |
| 1990-11-01 | 7.91310786736833 |
| 1990-12-01 | 7.87794203380225 |
| 1991-01-01 | 7.62149934211950 |
| 1991-02-01 | 7.49009252968735 |
| 1991-03-01 | 7.39530236150625 |
| 1991-04-01 | 7.54307992200964 |
| 1991-05-01 | 7.60369826517960 |
| 1991-06-01 | 7.55454616722238 |
| 1991-07-01 | 7.54944264570460 |
| 1991-08-01 | 7.55964233987490 |
| 1991-09-01 | 7.57688538111424 |
| 1991-10-01 | 7.51765845773234 |
| 1991-11-01 | 7.61790040703524 |
| 1991-12-01 | 7.58063258493504 |
| 1992-01-01 | 7.71961251519098 |
| 1992-02-01 | 7.78919804556351 |
| 1992-03-01 | 7.78735603973225 |
| 1992-04-01 | 7.73366327133972 |
| 1992-05-01 | 7.59395818680670 |
| 1992-06-01 | 7.55761078361048 |
| 1992-07-01 | 7.65325455913843 |
| 1992-08-01 | 7.67089996407108 |
| 1992-09-01 | 7.78746135933305 |
| 1992-10-01 | 8.01526944242745 |
| 1992-11-01 | 7.92790566010683 |
| 1992-12-01 | 7.98758561206305 |
| 1993-01-01 | 8.01087921436743 |
| 1993-02-01 | 8.07620445845772 |
| 1993-03-01 | 8.17981757577254 |
| 1993-04-01 | 8.22186453151115 |
| 1993-05-01 | 8.28849859369025 |
| 1993-06-01 | 8.45914429599476 |
| 1993-07-01 | 8.26098665656699 |
| 1993-08-01 | 8.08659244002655 |
| 1993-09-01 | 8.09444725434393 |
| 1993-10-01 | 8.10819693940153 |
| 1993-11-01 | 8.04351083031758 |
| 1993-12-01 | 8.10021924536785 |
| 1994-01-01 | 7.99446596628006 |
| 1994-02-01 | 7.96459310224658 |
| 1994-03-01 | 8.08175328313231 |
| 1994-04-01 | 7.90676747375664 |
| 1994-05-01 | 7.97745061241863 |
| 1994-06-01 | 7.95491592624517 |
| 1994-07-01 | 8.07115667563285 |
| 1994-08-01 | 8.09535695869121 |
| 1994-09-01 | 8.10291326079428 |
| 1994-10-01 | 8.10555384064254 |
| 1994-11-01 | 8.16565324930919 |
| 1994-12-01 | 8.11338388214792 |
| 1995-01-01 | 8.27662305101830 |
| 1995-02-01 | 8.15535771223417 |
| 1995-03-01 | 8.08454528895113 |
| 1995-04-01 | 8.19130632793860 |
| 1995-05-01 | 8.16568673244534 |
| 1995-06-01 | 8.24763258778392 |
| 1995-07-01 | 8.17816762483253 |
| 1995-08-01 | 8.29636158310232 |
| 1995-09-01 | 8.31223324588760 |
| 1995-10-01 | 8.41001358018130 |
| 1995-11-01 | 8.38838091702559 |
| 1995-12-01 | 8.42358564994319 |
| 1996-01-01 | 8.25819908051098 |
| 1996-02-01 | 8.45409699740950 |
| 1996-03-01 | 8.39717906670831 |
| 1996-04-01 | 8.37218871605422 |
| 1996-05-01 | 8.34168705134332 |
| 1996-06-01 | 8.33628824858671 |
| 1996-07-01 | 8.29400248858034 |
| 1996-08-01 | 8.19117758423774 |
| 1996-09-01 | 8.32778889231806 |
| 1996-10-01 | 8.31970601611813 |
| 1996-11-01 | 8.30819021055661 |
| 1996-12-01 | 8.32279859351412 |
| 1997-01-01 | 8.54811734144001 |
| 1997-02-01 | 8.55024209292682 |
| 1997-03-01 | 8.59475494698630 |
| 1997-04-01 | 8.66083290096170 |
| 1997-05-01 | 8.72240730957708 |
| 1997-06-01 | 8.83380352999898 |
| 1997-07-01 | 9.20498602428360 |
| 1997-08-01 | 9.19943084467578 |
| 1997-09-01 | 9.24329785293542 |
| 1997-10-01 | 9.12785671257264 |
| 1997-11-01 | 9.31523199552617 |
| 1997-12-01 | 9.31340304467069 |
| 1998-01-01 | 9.33504320145459 |
| 1998-02-01 | 9.34740691894844 |
| 1998-03-01 | 9.48906645602872 |
| 1998-04-01 | 9.56038798879730 |
| 1998-05-01 | 9.80931589631123 |
| 1998-06-01 | 9.73595571747746 |
| 1998-07-01 | 9.41525141496636 |
| 1998-08-01 | 9.11025483349737 |
| 1998-09-01 | 9.16088028613869 |
| 1998-10-01 | 9.13666100910881 |
| 1998-11-01 | 9.11211092835904 |
| 1998-12-01 | 9.18790039673376 |
| 1999-01-01 | 9.72975335821064 |
| 1999-02-01 | 9.74608665267873 |
| 1999-03-01 | 9.67141959585052 |
| 1999-04-01 | 9.96890653530236 |
| 1999-05-01 | 9.90527295432025 |
| 1999-06-01 | 9.84310820177471 |
| 1999-07-01 | 9.72054553903204 |
| 1999-08-01 | 9.82644611940243 |
| 1999-09-01 | 9.77447964898563 |
| 1999-10-01 | 9.85233035504349 |
| 1999-11-01 | 9.80567917285973 |
| 1999-12-01 | 9.86873482543922 |
| 2000-01-01 | 9.81327162940806 |
| 2000-02-01 | 9.83034911938520 |
| 2000-03-01 | 9.85418663549845 |
| 2000-04-01 | 9.67456768687190 |
| 2000-05-01 | 9.81193470814305 |
| 2000-06-01 | 9.85410720733828 |
| 2000-07-01 | 10.03866995539410 |
| 2000-08-01 | 10.04010049147760 |
| 2000-09-01 | 10.17905696929850 |
| 2000-10-01 | 10.26619285645740 |
| 2000-11-01 | 10.30508082982900 |
| 2000-12-01 | 10.35195433563300 |
| 2001-01-01 | 9.89774765630004 |
| 2001-02-01 | 9.90533677712096 |
| 2001-03-01 | 10.02590162710010 |
| 2001-04-01 | 9.97871478763052 |
| 2001-05-01 | 9.92922426595189 |
| 2001-06-01 | 9.97527803730457 |
| 2001-07-01 | 9.95331576759855 |
| 2001-08-01 | 9.85568617791941 |
| 2001-09-01 | 9.87776118280977 |
| 2001-10-01 | 9.87684148965776 |
| 2001-11-01 | 9.90276239994224 |
| 2001-12-01 | 9.94764175045022 |
| 2002-01-01 | 9.87996727237045 |
| 2002-02-01 | 9.87646497801643 |
| 2002-03-01 | 9.90518223216871 |
| 2002-04-01 | 9.77183481628240 |
| 2002-05-01 | 10.05054549372460 |
| 2002-06-01 | 10.09955018763020 |
| 2002-07-01 | 10.06297654302000 |
| 2002-08-01 | 10.16466177828320 |
| 2002-09-01 | 10.17447445274860 |
| 2002-10-01 | 10.08483800477310 |
| 2002-11-01 | 10.20792353677740 |
| 2002-12-01 | 10.24301532600980 |
| 2003-01-01 | 10.47197832518270 |
| 2003-02-01 | 10.55414626128530 |
| 2003-03-01 | 10.59036945552700 |
| 2003-04-01 | 10.55914445170350 |
| 2003-05-01 | 10.46729221910750 |
| 2003-06-01 | 10.41767761621890 |
| 2003-07-01 | 10.36282707704220 |
| 2003-08-01 | 10.36586587256380 |
| 2003-09-01 | 10.38388905215230 |
| 2003-10-01 | 10.29068172112350 |
| 2003-11-01 | 10.20970372569550 |
| 2003-12-01 | 10.23937505037570 |
| 2004-01-01 | 10.27242703483370 |
| 2004-02-01 | 10.23256213895220 |
| 2004-03-01 | 10.29464208638700 |
| 2004-04-01 | 10.24690170958280 |
| 2004-05-01 | 10.27580999828720 |
| 2004-06-01 | 10.22243590485440 |
| 2004-07-01 | 10.35648255961070 |
| 2004-08-01 | 10.46803459862920 |
| 2004-09-01 | 10.49746260077690 |
| 2004-10-01 | 10.79511481244330 |
| 2004-11-01 | 10.81225753190450 |
| 2004-12-01 | 10.72772750157030 |
| 2005-01-01 | 10.67093284180550 |
| 2005-02-01 | 10.71539607693210 |
| 2005-03-01 | 10.70414706223350 |
| 2005-04-01 | 10.85318835587240 |
| 2005-05-01 | 10.88530712004330 |
| 2005-06-01 | 10.92400339652000 |
| 2005-07-01 | 11.04431458355800 |
| 2005-08-01 | 11.06838314053250 |
| 2005-09-01 | 11.21104129610900 |
| 2005-10-01 | 11.29776592475030 |
| 2005-11-01 | 11.29924309221460 |
| 2005-12-01 | 11.20903037468390 |
| 2006-01-01 | 11.57023088872200 |
| 2006-02-01 | 11.71241013332360 |
| 2006-03-01 | 11.81908636322630 |
| 2006-04-01 | 11.86810770848580 |
| 2006-05-01 | 11.89358919296630 |
| 2006-06-01 | 12.21857730142750 |
| 2006-07-01 | 12.02938270256490 |
| 2006-08-01 | 12.07458910792660 |
| 2006-09-01 | 12.01444347669530 |
| 2006-10-01 | 12.30264332692000 |
| 2006-11-01 | 12.19910814893900 |
| 2006-12-01 | 12.18459870874270 |
| 2007-01-01 | 12.16076513045480 |
| 2007-02-01 | 12.31634272409590 |
| 2007-03-01 | 12.32964970943890 |
| 2007-04-01 | 12.48630876071250 |
| 2007-05-01 | 12.59755375768450 |
| 2007-06-01 | 12.70733543572080 |
| 2007-07-01 | 12.72667011857740 |
| 2007-08-01 | 12.67898169620810 |
| 2007-09-01 | 12.41339181358470 |
| 2007-10-01 | 12.60638106769550 |
| 2007-11-01 | 12.70007533201820 |
| 2007-12-01 | 12.67063157580840 |
| 2008-01-01 | 12.75018566937980 |
| 2008-02-01 | 12.72623903137140 |
| 2008-03-01 | 12.63735271392800 |
| 2008-04-01 | 12.49290036226280 |
| 2008-05-01 | 12.59174517976020 |
| 2008-06-01 | 12.60219488392410 |
| 2008-07-01 | 12.62848191792400 |
| 2008-08-01 | 12.68378917106990 |
| 2008-09-01 | 12.70338512747980 |
| 2008-10-01 | 12.60276729075380 |
| 2008-11-01 | 12.61891930269320 |
| 2008-12-01 | 12.57019823333450 |
| 2009-01-01 | 12.44174648239310 |
| 2009-02-01 | 12.23118883307370 |
| 2009-03-01 | 12.23448138572340 |
| 2009-04-01 | 11.99324723709450 |
| 2009-05-01 | 11.88596132971830 |
| 2009-06-01 | 11.69924605629800 |
| 2009-07-01 | 11.74463794254830 |
| 2009-08-01 | 11.68399244074900 |
| 2009-09-01 | 11.68557292640020 |
| 2009-10-01 | 11.69006352942670 |
| 2009-11-01 | 11.62682547806680 |
| 2009-12-01 | 11.78126620685000 |
| 2010-01-01 | 11.74553967025460 |
| 2010-02-01 | 11.74361281884090 |
| 2010-03-01 | 11.73592580012200 |
| 2010-04-01 | 11.78271765715200 |
| 2010-05-01 | 11.77748056570050 |
| 2010-06-01 | 11.80179685354230 |
| 2010-07-01 | 11.66167321873150 |
| 2010-08-01 | 11.58015589472370 |
| 2010-09-01 | 11.45906252878070 |
| 2010-10-01 | 11.56810501458290 |
| 2010-11-01 | 11.73583467405930 |
| 2010-12-01 | 11.50407017843380 |
| 2011-01-01 | 11.55607818579560 |
| 2011-02-01 | 11.35442375100080 |
| 2011-03-01 | 11.53639155022520 |
| 2011-04-01 | 11.67600412231830 |
| 2011-05-01 | 11.77317013243570 |
| 2011-06-01 | 11.59520678763110 |
| 2011-07-01 | 11.77550568575750 |
| 2011-08-01 | 11.77819442079610 |
| 2011-09-01 | 11.74306654813960 |
| 2011-10-01 | 11.84611588686800 |
| 2011-11-01 | 11.72377606655150 |
| 2011-12-01 | 11.52607791313980 |
| 2012-01-01 | 11.86772313930840 |
| 2012-02-01 | 12.06448143600330 |
| 2012-03-01 | 12.14658243895340 |
| 2012-04-01 | 12.07244643290670 |
| 2012-05-01 | 12.07666952902100 |
| 2012-06-01 | 12.19945720623830 |
| 2012-07-01 | 12.06954874887200 |
| 2012-08-01 | 12.17254288535330 |
| 2012-09-01 | 12.23562153710260 |
| 2012-10-01 | 12.12432563631020 |
| 2012-11-01 | 12.20858714087610 |
| 2012-12-01 | 12.14183542149630 |
| 2013-01-01 | 12.17749899727560 |
| 2013-02-01 | 12.16602566824940 |
| 2013-03-01 | 12.16181503547220 |
| 2013-04-01 | 12.28001634705320 |
| 2013-05-01 | 12.29129383840160 |
| 2013-06-01 | 12.29832813788100 |
| 2013-07-01 | 12.25042895664630 |
| 2013-08-01 | 12.36794814024370 |
| 2013-09-01 | 12.43462902795360 |
| 2013-10-01 | 12.31846093220140 |
| 2013-11-01 | 12.27749105487310 |
| 2013-12-01 | 12.14942693559410 |
| 2014-01-01 | 12.18267776132590 |
| 2014-02-01 | 12.07419028592660 |
| 2014-03-01 | 12.18720958810420 |
| 2014-04-01 | 12.08189082663260 |
| 2014-05-01 | 12.20984681726490 |
| 2014-06-01 | 12.20125960046730 |
| 2014-07-01 | 12.21726344365520 |
| 2014-08-01 | 12.15662999741540 |
| 2014-09-01 | 12.13476629384930 |
| 2014-10-01 | 12.32359234325700 |
| 2014-11-01 | 12.35600116738890 |
| 2014-12-01 | 12.55584029856400 |
| 2015-01-01 | 12.69185215287050 |
| 2015-02-01 | 12.48424013052930 |
| 2015-03-01 | 12.40568053769170 |
| 2015-04-01 | 12.28159960702190 |
| 2015-05-01 | 12.11790659709940 |
| 2015-06-01 | 12.08259070681610 |
| 2015-07-01 | 12.18554368303990 |
| 2015-08-01 | 12.16000764284310 |
| 2015-09-01 | 12.14397104881300 |
| 2015-10-01 | 12.24318981148930 |
| 2015-11-01 | 12.13921225269120 |
| 2015-12-01 | 12.16317293565930 |
| 2016-01-01 | 12.10128338713070 |
| 2016-02-01 | 12.08870380829820 |
| 2016-03-01 | 11.90989508697660 |
| 2016-04-01 | 11.97128009433820 |
| 2016-05-01 | 11.91696905221090 |
| 2016-06-01 | 11.87079460883370 |
| 2016-07-01 | 11.86254611676910 |
| 2016-08-01 | 11.96157235338140 |
| 2016-09-01 | 11.65598288511850 |
| 2016-10-01 | 11.56291639423950 |
| 2016-11-01 | 11.64627950790880 |
| 2016-12-01 | 11.47292012106270 |
| 2017-01-01 | 11.31319203714780 |
| 2017-02-01 | 11.47910629519840 |
| 2017-03-01 | 11.48961404617740 |
| 2017-04-01 | 11.76575039345780 |
| 2017-05-01 | 11.80659992932270 |
| 2017-06-01 | 11.94366973606860 |
| 2017-07-01 | 12.16645281390600 |
| 2017-08-01 | 12.17935709785860 |
| 2017-09-01 | 12.16984988782780 |
| 2017-10-01 | 12.08077399309550 |
| 2017-11-01 | 12.15501414154320 |
| 2017-12-01 | 11.88278956445600 |
| 2018-01-01 | 12.21759684670500 |
| 2018-02-01 | 12.26505152279040 |
| 2018-03-01 | 12.36336649875560 |
| 2018-04-01 | 12.35461934864270 |
| 2018-05-01 | 12.39495569008740 |
| 2018-06-01 | 12.52487420036140 |
| 2018-07-01 | 12.38736935896840 |
| 2018-08-01 | 12.39788838720960 |
| 2018-09-01 | 12.58281903281960 |
| 2018-10-01 | 12.58493778483200 |
| 2018-11-01 | 12.67076521155090 |
| 2018-12-01 | 12.68800777429030 |
| 2019-01-01 | 12.71216252801220 |
| 2019-02-01 | 12.75007771754790 |
| 2019-03-01 | 12.83187021297340 |
| 2019-04-01 | 12.75734086447580 |
| 2019-05-01 | 12.79132678398340 |
| 2019-06-01 | 12.60495144557370 |
| 2019-07-01 | 12.71256338952800 |
| 2019-08-01 | 12.72071229545950 |
| 2019-09-01 | 12.60048673769760 |
| 2019-10-01 | 12.57334031802170 |
| 2019-11-01 | 12.47631449118160 |
| 2019-12-01 | 12.48422621067420 |
| 2020-01-01 | 12.39993516528440 |
| 2020-02-01 | 12.33802741260890 |
| 2020-03-01 | 12.21910245327460 |
| 2020-04-01 | 11.96173237942270 |
| 2020-05-01 | 12.00493996195000 |
| 2020-06-01 | 11.80677749341400 |
| 2020-07-01 | 11.52413272775460 |
| 2020-08-01 | 11.42183762582560 |
| 2020-09-01 | 11.31554334486820 |
| 2020-10-01 | 11.44697240079300 |
| 2020-11-01 | 11.37402711793420 |
| 2020-12-01 | 11.37930550703840 |
| 2021-01-01 | 11.38760413210520 |
| 2021-02-01 | 11.43542834921230 |
| 2021-03-01 | 11.43236473495500 |
| 2021-04-01 | 11.57534153373070 |
| 2021-05-01 | 11.52113618221310 |
| 2021-06-01 | 11.50583804015050 |
| 2021-07-01 | 11.52236047537350 |
| 2021-08-01 | 11.51072015252190 |
| 2021-09-01 | 11.62847585675390 |
| 2021-10-01 | 11.71764537216740 |
| 2021-11-01 | 11.75653798160580 |
| 2021-12-01 | 11.88100660190860 |
| 2022-01-01 | 11.98009141700080 |
| 2022-02-01 | 12.04440530930160 |
| 2022-03-01 | 12.16602000753750 |
| 2022-04-01 | 12.18316612173790 |
| 2022-05-01 | 12.23805507073400 |
| 2022-06-01 | 12.41333087128130 |
| 2022-07-01 | 12.50624565777770 |
| 2022-08-01 | 12.58225735445110 |
| 2022-09-01 | 12.53462034560530 |
| 2022-10-01 | 12.49505884971880 |
| 2022-11-01 | 12.53875675802130 |
| 2022-12-01 | 12.68856778420740 |
| 2023-01-01 | 12.48198155765930 |
| 2023-02-01 | 12.35721366269820 |
| 2023-03-01 | 12.39154647541590 |
| 2023-04-01 | 12.49245279311550 |
| 2023-05-01 | 12.44843589446940 |
| 2023-06-01 | 12.52036578194780 |
| 2023-07-01 | 12.59161452484520 |
| 2023-08-01 | 12.65663745839310 |
| 2023-09-01 | 12.83396438466710 |
| 2023-10-01 | 12.88351879335230 |
| 2023-11-01 | 12.72416878753650 |
| 2023-12-01 | 12.59510277087680 |
| 2024-01-01 | 12.68828175272440 |
| 2024-02-01 | 12.66697020652870 |
| 2024-03-01 | 12.70485359034930 |
| 2024-04-01 | 12.79575479970790 |
| 2024-05-01 | 12.95149668152210 |
| 2024-06-01 | 12.93832865183730 |
| 2024-07-01 | 13.08156563209140 |
| 2024-08-01 | 12.93503455126430 |
| 2024-09-01 | 12.93052549070650 |
| 2024-10-01 | 13.07800409073850 |
| 2024-11-01 | 13.11673321943150 |
| 2024-12-01 | 13.20091278485740 |
| 2025-01-01 | 13.29621076668290 |
| 2025-02-01 | 13.37182703257650 |
| 2025-03-01 | 13.40385485262570 |
| 2025-04-01 | 13.39905258150650 |
| 2025-05-01 | 13.44254607816030 |
| 2025-06-01 | 13.55130027822730 |
| 2025-07-01 | 13.78129548443170 |
| 2025-08-01 | 13.72964861950820 |
| 2025-09-01 | 13.72971503078990 |
| 2025-10-01 | 13.77656959772490 |
| 2025-11-01 | 13.81662824149510 |
| 2025-12-01 | 13.80163731991930 |
| 2026-01-01 | 13.80004319853960 |
| 2026-02-01 | 13.87007131996290 |
| 2026-03-01 | 13.99644780793390 |
| 2026-04-01 | 13.89792559260360 |
| 2026-05-01 | 13.83592573972940 |
| 2026-06-01 | 13.76276191049510 |