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 2026-08-01 |
| Last Updated | 2026-09-18 11:32 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 | 7.9207554984 |
| 1990-02-01 | 7.8893650148 |
| 1990-03-01 | 7.8015070727 |
| 1990-04-01 | 7.8433136504 |
| 1990-05-01 | 7.9091894478 |
| 1990-06-01 | 8.0517291976 |
| 1990-07-01 | 8.0515370799 |
| 1990-08-01 | 8.1553523625 |
| 1990-09-01 | 8.2709866011 |
| 1990-10-01 | 8.0177817737 |
| 1990-11-01 | 7.9131078461 |
| 1990-12-01 | 7.8779420683 |
| 1991-01-01 | 7.6214994087 |
| 1991-02-01 | 7.4900927401 |
| 1991-03-01 | 7.3953029231 |
| 1991-04-01 | 7.5430799578 |
| 1991-05-01 | 7.6036982615 |
| 1991-06-01 | 7.5545460536 |
| 1991-07-01 | 7.5494425299 |
| 1991-08-01 | 7.5596418207 |
| 1991-09-01 | 7.5768851969 |
| 1991-10-01 | 7.5176583143 |
| 1991-11-01 | 7.6179003661 |
| 1991-12-01 | 7.5806326229 |
| 1992-01-01 | 7.7196128997 |
| 1992-02-01 | 7.7891982411 |
| 1992-03-01 | 7.7873568330 |
| 1992-04-01 | 7.7336632502 |
| 1992-05-01 | 7.5939581108 |
| 1992-06-01 | 7.5576106066 |
| 1992-07-01 | 7.6532543483 |
| 1992-08-01 | 7.6708992947 |
| 1992-09-01 | 7.7874610412 |
| 1992-10-01 | 8.0152691187 |
| 1992-11-01 | 7.9279053753 |
| 1992-12-01 | 7.9875853518 |
| 1993-01-01 | 8.0108814242 |
| 1993-02-01 | 8.0762043144 |
| 1993-03-01 | 8.1798183621 |
| 1993-04-01 | 8.2218643750 |
| 1993-05-01 | 8.2884984497 |
| 1993-06-01 | 8.4591440753 |
| 1993-07-01 | 8.2609863483 |
| 1993-08-01 | 8.0865916140 |
| 1993-09-01 | 8.0944466229 |
| 1993-10-01 | 8.1081962201 |
| 1993-11-01 | 8.0435101357 |
| 1993-12-01 | 8.1002186493 |
| 1994-01-01 | 7.9944701200 |
| 1994-02-01 | 7.9645928880 |
| 1994-03-01 | 8.0817541361 |
| 1994-04-01 | 7.9067675063 |
| 1994-05-01 | 7.9774506240 |
| 1994-06-01 | 7.9549157565 |
| 1994-07-01 | 8.0711563474 |
| 1994-08-01 | 8.0953556001 |
| 1994-09-01 | 8.1029117533 |
| 1994-10-01 | 8.1055528590 |
| 1994-11-01 | 8.1656516293 |
| 1994-12-01 | 8.1133827093 |
| 1995-01-01 | 8.2766289379 |
| 1995-02-01 | 8.1553577972 |
| 1995-03-01 | 8.0845467310 |
| 1995-04-01 | 8.1913071263 |
| 1995-05-01 | 8.1656871297 |
| 1995-06-01 | 8.2476328545 |
| 1995-07-01 | 8.1781678384 |
| 1995-08-01 | 8.2963596621 |
| 1995-09-01 | 8.3122307250 |
| 1995-10-01 | 8.4100114936 |
| 1995-11-01 | 8.3883763064 |
| 1995-12-01 | 8.4235802185 |
| 1996-01-01 | 8.2582094780 |
| 1996-02-01 | 8.4541003720 |
| 1996-03-01 | 8.3971808813 |
| 1996-04-01 | 8.3721909095 |
| 1996-05-01 | 8.3416880735 |
| 1996-06-01 | 8.3362887986 |
| 1996-07-01 | 8.2940029382 |
| 1996-08-01 | 8.1911748476 |
| 1996-09-01 | 8.3277850630 |
| 1996-10-01 | 8.3197024904 |
| 1996-11-01 | 8.3081823425 |
| 1996-12-01 | 8.3227887757 |
| 1997-01-01 | 8.5481320449 |
| 1997-02-01 | 8.5502490726 |
| 1997-03-01 | 8.5947575588 |
| 1997-04-01 | 8.6608359225 |
| 1997-05-01 | 8.7224092342 |
| 1997-06-01 | 8.8338045325 |
| 1997-07-01 | 9.2049867532 |
| 1997-08-01 | 9.1994276269 |
| 1997-09-01 | 9.2432932758 |
| 1997-10-01 | 9.1278517823 |
| 1997-11-01 | 9.3152217701 |
| 1997-12-01 | 9.3133863396 |
| 1998-01-01 | 9.3350615704 |
| 1998-02-01 | 9.3474191729 |
| 1998-03-01 | 9.4890696673 |
| 1998-04-01 | 9.5603914152 |
| 1998-05-01 | 9.8093185563 |
| 1998-06-01 | 9.7359567492 |
| 1998-07-01 | 9.4152518021 |
| 1998-08-01 | 9.1102512364 |
| 1998-09-01 | 9.1608753015 |
| 1998-10-01 | 9.1366557709 |
| 1998-11-01 | 9.1121006773 |
| 1998-12-01 | 9.1878807210 |
| 1999-01-01 | 9.7297709299 |
| 1999-02-01 | 9.7461012718 |
| 1999-03-01 | 9.6714235885 |
| 1999-04-01 | 9.9689096791 |
| 1999-05-01 | 9.9052759698 |
| 1999-06-01 | 9.8431093978 |
| 1999-07-01 | 9.7205459484 |
| 1999-08-01 | 9.8264430096 |
| 1999-09-01 | 9.7744755335 |
| 1999-10-01 | 9.8523247543 |
| 1999-11-01 | 9.8056700915 |
| 1999-12-01 | 9.8687119142 |
| 2000-01-01 | 9.8132885718 |
| 2000-02-01 | 9.8303653088 |
| 2000-03-01 | 9.8541902691 |
| 2000-04-01 | 9.6745703577 |
| 2000-05-01 | 9.8119374778 |
| 2000-06-01 | 9.8541080086 |
| 2000-07-01 | 10.0386697876 |
| 2000-08-01 | 10.0400981022 |
| 2000-09-01 | 10.1790539645 |
| 2000-10-01 | 10.2661877008 |
| 2000-11-01 | 10.3050747903 |
| 2000-12-01 | 10.3519348671 |
| 2001-01-01 | 9.8977601960 |
| 2001-02-01 | 9.9053498400 |
| 2001-03-01 | 10.0259048033 |
| 2001-04-01 | 9.9787163609 |
| 2001-05-01 | 9.9292265774 |
| 2001-06-01 | 9.9752787719 |
| 2001-07-01 | 9.9533154994 |
| 2001-08-01 | 9.8556848952 |
| 2001-09-01 | 9.8777597150 |
| 2001-10-01 | 9.8768371745 |
| 2001-11-01 | 9.9027596787 |
| 2001-12-01 | 9.9476259663 |
| 2002-01-01 | 9.8799753638 |
| 2002-02-01 | 9.8764746003 |
| 2002-03-01 | 9.9051845124 |
| 2002-04-01 | 9.7718357486 |
| 2002-05-01 | 10.0505470691 |
| 2002-06-01 | 10.0995506614 |
| 2002-07-01 | 10.0629760932 |
| 2002-08-01 | 10.1646612015 |
| 2002-09-01 | 10.1744738487 |
| 2002-10-01 | 10.0848351365 |
| 2002-11-01 | 10.2079232255 |
| 2002-12-01 | 10.2430066784 |
| 2003-01-01 | 10.4719809259 |
| 2003-02-01 | 10.5541509374 |
| 2003-03-01 | 10.5903711294 |
| 2003-04-01 | 10.5591451768 |
| 2003-05-01 | 10.4672931782 |
| 2003-06-01 | 10.4176782232 |
| 2003-07-01 | 10.3628270893 |
| 2003-08-01 | 10.3658659025 |
| 2003-09-01 | 10.3838891896 |
| 2003-10-01 | 10.2906794415 |
| 2003-11-01 | 10.2097037154 |
| 2003-12-01 | 10.2393697047 |
| 2004-01-01 | 10.2724285044 |
| 2004-02-01 | 10.2325645094 |
| 2004-03-01 | 10.2946428877 |
| 2004-04-01 | 10.2469025600 |
| 2004-05-01 | 10.2758104712 |
| 2004-06-01 | 10.2224363337 |
| 2004-07-01 | 10.3564825858 |
| 2004-08-01 | 10.4680347075 |
| 2004-09-01 | 10.4974627539 |
| 2004-10-01 | 10.7951131383 |
| 2004-11-01 | 10.8122572808 |
| 2004-12-01 | 10.7277259474 |
| 2005-01-01 | 10.6709332028 |
| 2005-02-01 | 10.7153965348 |
| 2005-03-01 | 10.7041475658 |
| 2005-04-01 | 10.8531889040 |
| 2005-05-01 | 10.8853074467 |
| 2005-06-01 | 10.9240038145 |
| 2005-07-01 | 11.0443146647 |
| 2005-08-01 | 11.0683832209 |
| 2005-09-01 | 11.2110413846 |
| 2005-10-01 | 11.2977649122 |
| 2005-11-01 | 11.2992427931 |
| 2005-12-01 | 11.2090296200 |
| 2006-01-01 | 11.5702311138 |
| 2006-02-01 | 11.7124104080 |
| 2006-03-01 | 11.8190866597 |
| 2006-04-01 | 11.8681079722 |
| 2006-05-01 | 11.8935893795 |
| 2006-06-01 | 12.2185775679 |
| 2006-07-01 | 12.0293827146 |
| 2006-08-01 | 12.0745890868 |
| 2006-09-01 | 12.0144434216 |
| 2006-10-01 | 12.3026429789 |
| 2006-11-01 | 12.1991078070 |
| 2006-12-01 | 12.1845986362 |
| 2007-01-01 | 12.1607651582 |
| 2007-02-01 | 12.3163428072 |
| 2007-03-01 | 12.3296498211 |
| 2007-04-01 | 12.4863088770 |
| 2007-05-01 | 12.5975538391 |
| 2007-06-01 | 12.7073355883 |
| 2007-07-01 | 12.7266701357 |
| 2007-08-01 | 12.6789816965 |
| 2007-09-01 | 12.4133917945 |
| 2007-10-01 | 12.6063808683 |
| 2007-11-01 | 12.7000751858 |
| 2007-12-01 | 12.6706315518 |
| 2008-01-01 | 12.7501856935 |
| 2008-02-01 | 12.7262390746 |
| 2008-03-01 | 12.6373527654 |
| 2008-04-01 | 12.4929004110 |
| 2008-05-01 | 12.5917451615 |
| 2008-06-01 | 12.6021949599 |
| 2008-07-01 | 12.6284819247 |
| 2008-08-01 | 12.6837891739 |
| 2008-09-01 | 12.7033851188 |
| 2008-10-01 | 12.6027672375 |
| 2008-11-01 | 12.6189193188 |
| 2008-12-01 | 12.5701982113 |
| 2009-01-01 | 12.4417464918 |
| 2009-02-01 | 12.2311888312 |
| 2009-03-01 | 12.2344813245 |
| 2009-04-01 | 11.9932472045 |
| 2009-05-01 | 11.8859612071 |
| 2009-06-01 | 11.6992461451 |
| 2009-07-01 | 11.7446380115 |
| 2009-08-01 | 11.6839925611 |
| 2009-09-01 | 11.6855730481 |
| 2009-10-01 | 11.6900635928 |
| 2009-11-01 | 11.6268254899 |
| 2009-12-01 | 11.7812660871 |
| 2010-01-01 | 11.7455395343 |
| 2010-02-01 | 11.7436126765 |
| 2010-03-01 | 11.7359255981 |
| 2010-04-01 | 11.7827175904 |
| 2010-05-01 | 11.7774804495 |
| 2010-06-01 | 11.8017970806 |
| 2010-07-01 | 11.6616734537 |
| 2010-08-01 | 11.5801561763 |
| 2010-09-01 | 11.4590633244 |
| 2010-10-01 | 11.5681050212 |
| 2010-11-01 | 11.7358343932 |
| 2010-12-01 | 11.5040695896 |
| 2011-01-01 | 11.5560775735 |
| 2011-02-01 | 11.3544232469 |
| 2011-03-01 | 11.5363911437 |
| 2011-04-01 | 11.6760041250 |
| 2011-05-01 | 11.7731703312 |
| 2011-06-01 | 11.5952074472 |
| 2011-07-01 | 11.7755064448 |
| 2011-08-01 | 11.7781951720 |
| 2011-09-01 | 11.7430691546 |
| 2011-10-01 | 11.8461159151 |
| 2011-11-01 | 11.7237754957 |
| 2011-12-01 | 11.5260759813 |
| 2012-01-01 | 11.8677187342 |
| 2012-02-01 | 12.0644801684 |
| 2012-03-01 | 12.1465812925 |
| 2012-04-01 | 12.0724459256 |
| 2012-05-01 | 12.0766750086 |
| 2012-06-01 | 12.1994585253 |
| 2012-07-01 | 12.0695506372 |
| 2012-08-01 | 12.1725447792 |
| 2012-09-01 | 12.2356262086 |
| 2012-10-01 | 12.1243251230 |
| 2012-11-01 | 12.2085851064 |
| 2012-12-01 | 12.1418305255 |
| 2013-01-01 | 12.1774887788 |
| 2013-02-01 | 12.1660214819 |
| 2013-03-01 | 12.1618169816 |
| 2013-04-01 | 12.2800138952 |
| 2013-05-01 | 12.2913042231 |
| 2013-06-01 | 12.2983306682 |
| 2013-07-01 | 12.2504333983 |
| 2013-08-01 | 12.3679564149 |
| 2013-09-01 | 12.4346386503 |
| 2013-10-01 | 12.3184644225 |
| 2013-11-01 | 12.2774741735 |
| 2013-12-01 | 12.1494238241 |
| 2014-01-01 | 12.1826515915 |
| 2014-02-01 | 12.0741847910 |
| 2014-03-01 | 12.1872111564 |
| 2014-04-01 | 12.0818869804 |
| 2014-05-01 | 12.2098616429 |
| 2014-06-01 | 12.2012622869 |
| 2014-07-01 | 12.2172989817 |
| 2014-08-01 | 12.1566428038 |
| 2014-09-01 | 12.1347771899 |
| 2014-10-01 | 12.3235953363 |
| 2014-11-01 | 12.3559620511 |
| 2014-12-01 | 12.5558275606 |
| 2015-01-01 | 12.6918033753 |
| 2015-02-01 | 12.4842288069 |
| 2015-03-01 | 12.4056857099 |
| 2015-04-01 | 12.2816071221 |
| 2015-05-01 | 12.1179387998 |
| 2015-06-01 | 12.0825963106 |
| 2015-07-01 | 12.1856225409 |
| 2015-08-01 | 12.1600282527 |
| 2015-09-01 | 12.1439772185 |
| 2015-10-01 | 12.2431804821 |
| 2015-11-01 | 12.1391364005 |
| 2015-12-01 | 12.1631345600 |
| 2016-01-01 | 12.1011985961 |
| 2016-02-01 | 12.0886846694 |
| 2016-03-01 | 11.9099028724 |
| 2016-04-01 | 11.9713031918 |
| 2016-05-01 | 11.9170134292 |
| 2016-06-01 | 11.8709614709 |
| 2016-07-01 | 11.8626375025 |
| 2016-08-01 | 11.9615615213 |
| 2016-09-01 | 11.6559497728 |
| 2016-10-01 | 11.5628675585 |
| 2016-11-01 | 11.6461567570 |
| 2016-12-01 | 11.4728303239 |
| 2017-01-01 | 11.3130652644 |
| 2017-02-01 | 11.4790583108 |
| 2017-03-01 | 11.4896063326 |
| 2017-04-01 | 11.7657545827 |
| 2017-05-01 | 11.8069561026 |
| 2017-06-01 | 11.9439784622 |
| 2017-07-01 | 12.1666678167 |
| 2017-08-01 | 12.1789248076 |
| 2017-09-01 | 12.1698643173 |
| 2017-10-01 | 12.0807062337 |
| 2017-11-01 | 12.1548475201 |
| 2017-12-01 | 11.8826419951 |
| 2018-01-01 | 12.2173971755 |
| 2018-02-01 | 12.2649079162 |
| 2018-03-01 | 12.3632414160 |
| 2018-04-01 | 12.3550369604 |
| 2018-05-01 | 12.3955348440 |
| 2018-06-01 | 12.5252757318 |
| 2018-07-01 | 12.3876685949 |
| 2018-08-01 | 12.3970066417 |
| 2018-09-01 | 12.5828529536 |
| 2018-10-01 | 12.5848271862 |
| 2018-11-01 | 12.6705554693 |
| 2018-12-01 | 12.6877909793 |
| 2019-01-01 | 12.7119170267 |
| 2019-02-01 | 12.7498755617 |
| 2019-03-01 | 12.8316832375 |
| 2019-04-01 | 12.7582201298 |
| 2019-05-01 | 12.7921573700 |
| 2019-06-01 | 12.6052739025 |
| 2019-07-01 | 12.7129003623 |
| 2019-08-01 | 12.7193612164 |
| 2019-09-01 | 12.6005315303 |
| 2019-10-01 | 12.5731964098 |
| 2019-11-01 | 12.4761234640 |
| 2019-12-01 | 12.4839699783 |
| 2020-01-01 | 12.3998226592 |
| 2020-02-01 | 12.3375332521 |
| 2020-03-01 | 12.2191290934 |
| 2020-04-01 | 11.9632209249 |
| 2020-05-01 | 12.0057268674 |
| 2020-06-01 | 11.8069760079 |
| 2020-07-01 | 11.5242508060 |
| 2020-08-01 | 11.4202828913 |
| 2020-09-01 | 11.3154323600 |
| 2020-10-01 | 11.4467545857 |
| 2020-11-01 | 11.3738782467 |
| 2020-12-01 | 11.3783703557 |
| 2021-01-01 | 11.3878603820 |
| 2021-02-01 | 11.4350816162 |
| 2021-03-01 | 11.4331859444 |
| 2021-04-01 | 11.5776167351 |
| 2021-05-01 | 11.5226977151 |
| 2021-06-01 | 11.5064725213 |
| 2021-07-01 | 11.5193990867 |
| 2021-08-01 | 11.5092633173 |
| 2021-09-01 | 11.6282293711 |
| 2021-10-01 | 11.7171577733 |
| 2021-11-01 | 11.7561621521 |
| 2021-12-01 | 11.8793010737 |
| 2022-01-01 | 11.9808747071 |
| 2022-02-01 | 12.0447151266 |
| 2022-03-01 | 12.1684489135 |
| 2022-04-01 | 12.1871960645 |
| 2022-05-01 | 12.2409205347 |
| 2022-06-01 | 12.4149366178 |
| 2022-07-01 | 12.4980251814 |
| 2022-08-01 | 12.5809812316 |
| 2022-09-01 | 12.5335529621 |
| 2022-10-01 | 12.4935749362 |
| 2022-11-01 | 12.5374721164 |
| 2022-12-01 | 12.6856194667 |
| 2023-01-01 | 12.4829106376 |
| 2023-02-01 | 12.3585907402 |
| 2023-03-01 | 12.3978889812 |
| 2023-04-01 | 12.4992950323 |
| 2023-05-01 | 12.4556720053 |
| 2023-06-01 | 12.5232731964 |
| 2023-07-01 | 12.5768339842 |
| 2023-08-01 | 12.6522996078 |
| 2023-09-01 | 12.8303042641 |
| 2023-10-01 | 12.8802415281 |
| 2023-11-01 | 12.7218448205 |
| 2023-12-01 | 12.5919839549 |
| 2024-01-01 | 12.6899103278 |
| 2024-02-01 | 12.6700060111 |
| 2024-03-01 | 12.7156435829 |
| 2024-04-01 | 12.8055940280 |
| 2024-05-01 | 12.9625913041 |
| 2024-06-01 | 12.9415921462 |
| 2024-07-01 | 13.0631947658 |
| 2024-08-01 | 12.9275407782 |
| 2024-09-01 | 12.9234097264 |
| 2024-10-01 | 13.0724917759 |
| 2024-11-01 | 13.1131214990 |
| 2024-12-01 | 13.1972544909 |
| 2025-01-01 | 13.2982168595 |
| 2025-02-01 | 13.3766465860 |
| 2025-03-01 | 13.4191387200 |
| 2025-04-01 | 13.4117107827 |
| 2025-05-01 | 13.4580772756 |
| 2025-06-01 | 13.5546356202 |
| 2025-07-01 | 13.7602115959 |
| 2025-08-01 | 13.7184454348 |
| 2025-09-01 | 13.7191877683 |
| 2025-10-01 | 13.7690498070 |
| 2025-11-01 | 13.8120315991 |
| 2025-12-01 | 13.7982929888 |
| 2026-01-01 | 13.8025835919 |
| 2026-02-01 | 13.8765954324 |
| 2026-03-01 | 14.0143844149 |
| 2026-04-01 | 13.9125669960 |
| 2026-05-01 | 13.8532174340 |
| 2026-06-01 | 13.7653881158 |
| 2026-07-01 | 13.8632045481 |
| 2026-08-01 | 13.9182734772 |