Table Data - All Employees: Professional and Business Services: Architectural, Engineering, and Related Services in Pennsylvania
| Title | All Employees: Professional and Business Services: Architectural, Engineering, and Related Services in Pennsylvania |
|---|---|
| Series ID | SMU42000006054130001SA |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 10:42 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 | 54.3463062019 |
| 1990-02-01 | 54.2351272711 |
| 1990-03-01 | 54.3265291780 |
| 1990-04-01 | 54.0003042496 |
| 1990-05-01 | 54.1663180479 |
| 1990-06-01 | 54.2034943788 |
| 1990-07-01 | 54.3998201693 |
| 1990-08-01 | 54.4300825519 |
| 1990-09-01 | 54.1370215269 |
| 1990-10-01 | 53.9483006814 |
| 1990-11-01 | 53.8754865270 |
| 1990-12-01 | 53.8171416757 |
| 1991-01-01 | 53.4559740203 |
| 1991-02-01 | 53.3343355076 |
| 1991-03-01 | 53.0142492861 |
| 1991-04-01 | 52.8804536954 |
| 1991-05-01 | 52.6529144781 |
| 1991-06-01 | 52.2961497184 |
| 1991-07-01 | 51.9313992812 |
| 1991-08-01 | 51.8738456467 |
| 1991-09-01 | 51.8578558780 |
| 1991-10-01 | 51.6484667016 |
| 1991-11-01 | 51.6851946411 |
| 1991-12-01 | 51.6342984524 |
| 1992-01-01 | 51.4565846740 |
| 1992-02-01 | 51.2097424056 |
| 1992-03-01 | 51.6144067326 |
| 1992-04-01 | 50.6379108404 |
| 1992-05-01 | 50.4228763296 |
| 1992-06-01 | 50.2688936960 |
| 1992-07-01 | 50.0599208008 |
| 1992-08-01 | 49.9182548739 |
| 1992-09-01 | 49.6775238175 |
| 1992-10-01 | 49.7468480518 |
| 1992-11-01 | 49.4071663116 |
| 1992-12-01 | 49.3563390362 |
| 1993-01-01 | 49.6602027413 |
| 1993-02-01 | 49.4024066068 |
| 1993-03-01 | 49.4005390589 |
| 1993-04-01 | 49.3987121675 |
| 1993-05-01 | 49.3792356660 |
| 1993-06-01 | 49.1181413244 |
| 1993-07-01 | 49.6628599371 |
| 1993-08-01 | 49.5311495924 |
| 1993-09-01 | 49.7039448748 |
| 1993-10-01 | 49.5396285925 |
| 1993-11-01 | 49.3317230058 |
| 1993-12-01 | 49.0879784333 |
| 1994-01-01 | 48.6821589353 |
| 1994-02-01 | 48.4080265745 |
| 1994-03-01 | 48.8024931338 |
| 1994-04-01 | 48.7606405200 |
| 1994-05-01 | 48.7282793024 |
| 1994-06-01 | 48.6682385829 |
| 1994-07-01 | 48.3571600809 |
| 1994-08-01 | 48.3520436912 |
| 1994-09-01 | 48.2316037344 |
| 1994-10-01 | 48.4505448600 |
| 1994-11-01 | 48.5636762495 |
| 1994-12-01 | 48.6215248023 |
| 1995-01-01 | 48.9327548157 |
| 1995-02-01 | 49.0488700343 |
| 1995-03-01 | 48.9036938239 |
| 1995-04-01 | 49.0390709607 |
| 1995-05-01 | 48.9751504440 |
| 1995-06-01 | 49.0014830759 |
| 1995-07-01 | 49.0104840985 |
| 1995-08-01 | 49.1146668106 |
| 1995-09-01 | 49.2564327035 |
| 1995-10-01 | 49.2697348706 |
| 1995-11-01 | 49.3981482148 |
| 1995-12-01 | 49.6715990926 |
| 1996-01-01 | 48.6803136472 |
| 1996-02-01 | 48.5598437846 |
| 1996-03-01 | 48.5951950110 |
| 1996-04-01 | 48.6182224730 |
| 1996-05-01 | 48.7270587540 |
| 1996-06-01 | 48.7560086084 |
| 1996-07-01 | 48.7710550123 |
| 1996-08-01 | 48.7669737652 |
| 1996-09-01 | 48.7682536229 |
| 1996-10-01 | 48.9218592746 |
| 1996-11-01 | 48.9297947168 |
| 1996-12-01 | 48.9099340339 |
| 1997-01-01 | 48.7361900541 |
| 1997-02-01 | 48.8939690993 |
| 1997-03-01 | 49.1030167612 |
| 1997-04-01 | 49.1157481043 |
| 1997-05-01 | 49.1876366551 |
| 1997-06-01 | 49.0915350980 |
| 1997-07-01 | 49.4052447084 |
| 1997-08-01 | 49.2830332225 |
| 1997-09-01 | 49.5815095741 |
| 1997-10-01 | 49.7713748802 |
| 1997-11-01 | 49.8558918047 |
| 1997-12-01 | 50.0660887549 |
| 1998-01-01 | 50.3137692018 |
| 1998-02-01 | 50.5536074628 |
| 1998-03-01 | 50.5184604809 |
| 1998-04-01 | 49.4336615462 |
| 1998-05-01 | 49.4721291789 |
| 1998-06-01 | 49.6350303314 |
| 1998-07-01 | 49.5338237138 |
| 1998-08-01 | 49.5024743303 |
| 1998-09-01 | 49.3837032891 |
| 1998-10-01 | 48.9270492717 |
| 1998-11-01 | 49.0605958779 |
| 1998-12-01 | 48.9982598119 |
| 1999-01-01 | 50.2410511178 |
| 1999-02-01 | 50.2733831030 |
| 1999-03-01 | 50.4311495694 |
| 1999-04-01 | 51.4840682797 |
| 1999-05-01 | 51.3735893299 |
| 1999-06-01 | 51.8447051418 |
| 1999-07-01 | 51.0388779031 |
| 1999-08-01 | 51.2965412071 |
| 1999-09-01 | 52.5610703400 |
| 1999-10-01 | 51.0597461985 |
| 1999-11-01 | 51.1546655603 |
| 1999-12-01 | 51.6442987767 |
| 2000-01-01 | 50.9536988073 |
| 2000-02-01 | 51.1214087672 |
| 2000-03-01 | 51.0652526151 |
| 2000-04-01 | 51.7463734726 |
| 2000-05-01 | 51.8941737472 |
| 2000-06-01 | 52.1205915422 |
| 2000-07-01 | 52.2640726429 |
| 2000-08-01 | 52.3222893521 |
| 2000-09-01 | 52.3329992971 |
| 2000-10-01 | 52.6721682184 |
| 2000-11-01 | 52.8262372564 |
| 2000-12-01 | 53.0396569069 |
| 2001-01-01 | 53.4988811474 |
| 2001-02-01 | 53.6242181168 |
| 2001-03-01 | 53.6479803023 |
| 2001-04-01 | 53.3169815071 |
| 2001-05-01 | 53.3203146145 |
| 2001-06-01 | 53.5921292166 |
| 2001-07-01 | 53.2939772472 |
| 2001-08-01 | 53.0878082447 |
| 2001-09-01 | 52.7919027486 |
| 2001-10-01 | 52.5418107109 |
| 2001-11-01 | 52.5912268780 |
| 2001-12-01 | 52.4088304285 |
| 2002-01-01 | 52.2742615128 |
| 2002-02-01 | 52.0476379888 |
| 2002-03-01 | 51.7637015972 |
| 2002-04-01 | 51.5499880724 |
| 2002-05-01 | 51.3488524434 |
| 2002-06-01 | 51.4496371897 |
| 2002-07-01 | 51.7824334196 |
| 2002-08-01 | 51.4250294640 |
| 2002-09-01 | 51.3668439323 |
| 2002-10-01 | 51.0034568783 |
| 2002-11-01 | 50.7551644379 |
| 2002-12-01 | 50.5639288354 |
| 2003-01-01 | 50.5571437645 |
| 2003-02-01 | 50.3594273286 |
| 2003-03-01 | 50.0852429111 |
| 2003-04-01 | 50.2570816567 |
| 2003-05-01 | 50.4672759994 |
| 2003-06-01 | 50.3791777569 |
| 2003-07-01 | 50.1791659120 |
| 2003-08-01 | 50.5513722126 |
| 2003-09-01 | 50.7437306223 |
| 2003-10-01 | 51.1608728176 |
| 2003-11-01 | 51.1361536955 |
| 2003-12-01 | 51.3553183996 |
| 2004-01-01 | 51.1893506157 |
| 2004-02-01 | 51.2246709692 |
| 2004-03-01 | 51.3473748816 |
| 2004-04-01 | 51.2581638285 |
| 2004-05-01 | 51.0598515797 |
| 2004-06-01 | 50.9756339970 |
| 2004-07-01 | 50.9391447273 |
| 2004-08-01 | 50.8442102129 |
| 2004-09-01 | 51.0472248528 |
| 2004-10-01 | 51.0342162445 |
| 2004-11-01 | 50.9193750476 |
| 2004-12-01 | 50.8433826925 |
| 2005-01-01 | 50.6969603854 |
| 2005-02-01 | 50.7243346974 |
| 2005-03-01 | 50.8655426496 |
| 2005-04-01 | 51.3506232719 |
| 2005-05-01 | 51.6610627479 |
| 2005-06-01 | 51.6653427666 |
| 2005-07-01 | 51.8060502757 |
| 2005-08-01 | 51.9247912977 |
| 2005-09-01 | 51.9653722383 |
| 2005-10-01 | 52.1007647627 |
| 2005-11-01 | 52.4038170748 |
| 2005-12-01 | 52.6493171081 |
| 2006-01-01 | 52.9444841184 |
| 2006-02-01 | 53.2726360263 |
| 2006-03-01 | 53.5302995406 |
| 2006-04-01 | 53.7775123444 |
| 2006-05-01 | 53.9569707704 |
| 2006-06-01 | 54.2269677023 |
| 2006-07-01 | 54.4632558877 |
| 2006-08-01 | 54.5780175602 |
| 2006-09-01 | 54.6814730648 |
| 2006-10-01 | 54.7578488549 |
| 2006-11-01 | 54.7767215570 |
| 2006-12-01 | 55.0379863902 |
| 2007-01-01 | 55.3862158968 |
| 2007-02-01 | 55.4833831203 |
| 2007-03-01 | 55.6733889094 |
| 2007-04-01 | 55.7198902022 |
| 2007-05-01 | 55.7703632696 |
| 2007-06-01 | 56.3143005958 |
| 2007-07-01 | 56.1771076915 |
| 2007-08-01 | 56.2704451128 |
| 2007-09-01 | 56.1796713246 |
| 2007-10-01 | 56.3006898721 |
| 2007-11-01 | 56.4437237277 |
| 2007-12-01 | 56.5016965182 |
| 2008-01-01 | 56.8048566980 |
| 2008-02-01 | 56.8749093662 |
| 2008-03-01 | 56.7871331355 |
| 2008-04-01 | 56.8589900976 |
| 2008-05-01 | 57.0844298428 |
| 2008-06-01 | 57.2370125523 |
| 2008-07-01 | 57.3330120469 |
| 2008-08-01 | 57.2945541215 |
| 2008-09-01 | 57.0645945276 |
| 2008-10-01 | 56.9338369385 |
| 2008-11-01 | 56.7186617133 |
| 2008-12-01 | 56.4439244312 |
| 2009-01-01 | 55.9903284095 |
| 2009-02-01 | 55.6045677608 |
| 2009-03-01 | 55.2400763291 |
| 2009-04-01 | 54.6542388478 |
| 2009-05-01 | 54.5169084714 |
| 2009-06-01 | 54.1208109391 |
| 2009-07-01 | 53.7838137611 |
| 2009-08-01 | 53.7140670334 |
| 2009-09-01 | 53.7653662364 |
| 2009-10-01 | 53.8007042737 |
| 2009-11-01 | 53.6179846555 |
| 2009-12-01 | 53.5836885147 |
| 2010-01-01 | 53.4566073553 |
| 2010-02-01 | 53.2241299533 |
| 2010-03-01 | 53.4808340242 |
| 2010-04-01 | 53.8373065495 |
| 2010-05-01 | 53.6251795597 |
| 2010-06-01 | 53.5465009501 |
| 2010-07-01 | 53.5534209238 |
| 2010-08-01 | 53.5642051904 |
| 2010-09-01 | 53.7472959350 |
| 2010-10-01 | 53.8780552855 |
| 2010-11-01 | 54.0299864234 |
| 2010-12-01 | 54.0592039052 |
| 2011-01-01 | 53.9821746386 |
| 2011-02-01 | 54.0232163014 |
| 2011-03-01 | 54.1584828659 |
| 2011-04-01 | 54.6161849161 |
| 2011-05-01 | 54.5135826109 |
| 2011-06-01 | 54.7272320087 |
| 2011-07-01 | 54.9651304095 |
| 2011-08-01 | 55.1638251281 |
| 2011-09-01 | 55.4394985349 |
| 2011-10-01 | 55.5809308124 |
| 2011-11-01 | 55.6504793232 |
| 2011-12-01 | 55.8586688293 |
| 2012-01-01 | 56.0313350006 |
| 2012-02-01 | 56.2619536079 |
| 2012-03-01 | 56.5625883591 |
| 2012-04-01 | 56.3948468712 |
| 2012-05-01 | 56.2948524119 |
| 2012-06-01 | 56.4979133932 |
| 2012-07-01 | 56.4348294882 |
| 2012-08-01 | 56.5462904465 |
| 2012-09-01 | 56.0601269661 |
| 2012-10-01 | 56.6083027676 |
| 2012-11-01 | 56.5819037596 |
| 2012-12-01 | 56.6830853841 |
| 2013-01-01 | 56.6260151851 |
| 2013-02-01 | 56.7573261853 |
| 2013-03-01 | 56.7428036095 |
| 2013-04-01 | 56.5630123142 |
| 2013-05-01 | 56.5906711865 |
| 2013-06-01 | 56.4982000523 |
| 2013-07-01 | 56.4047968908 |
| 2013-08-01 | 56.3361274498 |
| 2013-09-01 | 56.4956664566 |
| 2013-10-01 | 56.3405111812 |
| 2013-11-01 | 56.4078874893 |
| 2013-12-01 | 56.4108510807 |
| 2014-01-01 | 56.6077837400 |
| 2014-02-01 | 56.5342811837 |
| 2014-03-01 | 56.7385761373 |
| 2014-04-01 | 56.7450336124 |
| 2014-05-01 | 56.8926008640 |
| 2014-06-01 | 56.7943309585 |
| 2014-07-01 | 56.6582968954 |
| 2014-08-01 | 56.7194401412 |
| 2014-09-01 | 56.5210074571 |
| 2014-10-01 | 56.4567717361 |
| 2014-11-01 | 56.5246616192 |
| 2014-12-01 | 56.5439016498 |
| 2015-01-01 | 56.4833872196 |
| 2015-02-01 | 56.5205358056 |
| 2015-03-01 | 56.3424733106 |
| 2015-04-01 | 56.7345755605 |
| 2015-05-01 | 56.8040385565 |
| 2015-06-01 | 56.7912961769 |
| 2015-07-01 | 57.1035498604 |
| 2015-08-01 | 57.1088549180 |
| 2015-09-01 | 57.0401965270 |
| 2015-10-01 | 57.2569645212 |
| 2015-11-01 | 57.3262784608 |
| 2015-12-01 | 57.3720744034 |
| 2016-01-01 | 57.3875246282 |
| 2016-02-01 | 57.1211289442 |
| 2016-03-01 | 57.1811990030 |
| 2016-04-01 | 57.1344155355 |
| 2016-05-01 | 56.9197041444 |
| 2016-06-01 | 56.7796751235 |
| 2016-07-01 | 57.1558042117 |
| 2016-08-01 | 57.0125837344 |
| 2016-09-01 | 57.1560107896 |
| 2016-10-01 | 57.1601978312 |
| 2016-11-01 | 57.0297235599 |
| 2016-12-01 | 57.0003881142 |
| 2017-01-01 | 57.0560733455 |
| 2017-02-01 | 57.2009952030 |
| 2017-03-01 | 57.2014995814 |
| 2017-04-01 | 57.3435266753 |
| 2017-05-01 | 57.4465585493 |
| 2017-06-01 | 57.6416678884 |
| 2017-07-01 | 57.6131992366 |
| 2017-08-01 | 57.7116697208 |
| 2017-09-01 | 57.7553992851 |
| 2017-10-01 | 57.7594519687 |
| 2017-11-01 | 57.8396736515 |
| 2017-12-01 | 57.9312224784 |
| 2018-01-01 | 57.9469363413 |
| 2018-02-01 | 57.8842158290 |
| 2018-03-01 | 58.3295210349 |
| 2018-04-01 | 58.2679661021 |
| 2018-05-01 | 58.3723338895 |
| 2018-06-01 | 58.3981330059 |
| 2018-07-01 | 58.5755905267 |
| 2018-08-01 | 58.5143885674 |
| 2018-09-01 | 58.6449878079 |
| 2018-10-01 | 58.8716690108 |
| 2018-11-01 | 59.0495885987 |
| 2018-12-01 | 59.1558362951 |
| 2019-01-01 | 59.2369716563 |
| 2019-02-01 | 59.2825990346 |
| 2019-03-01 | 59.4375112011 |
| 2019-04-01 | 59.7022959267 |
| 2019-05-01 | 59.9026405069 |
| 2019-06-01 | 59.9502498732 |
| 2019-07-01 | 59.9328715081 |
| 2019-08-01 | 60.0968188028 |
| 2019-09-01 | 60.0333589674 |
| 2019-10-01 | 60.0934937137 |
| 2019-11-01 | 60.1584582503 |
| 2019-12-01 | 60.1732851790 |
| 2020-01-01 | 60.4265395501 |
| 2020-02-01 | 60.4774014540 |
| 2020-03-01 | 60.4369034156 |
| 2020-04-01 | 56.0958735510 |
| 2020-05-01 | 57.4380718327 |
| 2020-06-01 | 57.5821314344 |
| 2020-07-01 | 57.4717383952 |
| 2020-08-01 | 57.7292928620 |
| 2020-09-01 | 57.9471792252 |
| 2020-10-01 | 58.1401893247 |
| 2020-11-01 | 57.8686675593 |
| 2020-12-01 | 57.9711848916 |
| 2021-01-01 | 58.0572970403 |
| 2021-02-01 | 58.1009411940 |
| 2021-03-01 | 58.1729833193 |
| 2021-04-01 | 58.1283842524 |
| 2021-05-01 | 58.0691219468 |
| 2021-06-01 | 57.8747078552 |
| 2021-07-01 | 58.1410123021 |
| 2021-08-01 | 58.2071340197 |
| 2021-09-01 | 58.4399287479 |
| 2021-10-01 | 58.6737662339 |
| 2021-11-01 | 58.8913415839 |
| 2021-12-01 | 59.0840549590 |
| 2022-01-01 | 59.0614783884 |
| 2022-02-01 | 59.2032215882 |
| 2022-03-01 | 59.3683645409 |
| 2022-04-01 | 59.5486660426 |
| 2022-05-01 | 59.6825701113 |
| 2022-06-01 | 59.7354356078 |
| 2022-07-01 | 60.2746369509 |
| 2022-08-01 | 60.5457837743 |
| 2022-09-01 | 60.6340388582 |
| 2022-10-01 | 60.8048217708 |
| 2022-11-01 | 61.0184268961 |
| 2022-12-01 | 61.0913714681 |
| 2023-01-01 | 61.4061096997 |
| 2023-02-01 | 61.6471018570 |
| 2023-03-01 | 61.7889140435 |
| 2023-04-01 | 61.9786593270 |
| 2023-05-01 | 62.0774103231 |
| 2023-06-01 | 62.5697223017 |
| 2023-07-01 | 62.3927058796 |
| 2023-08-01 | 62.6790391003 |
| 2023-09-01 | 62.8326884536 |
| 2023-10-01 | 62.9334984580 |
| 2023-11-01 | 63.1574927613 |
| 2023-12-01 | 63.3041041107 |
| 2024-01-01 | 63.4510214206 |
| 2024-02-01 | 63.7026616603 |
| 2024-03-01 | 63.8184643492 |
| 2024-04-01 | 63.7950769649 |
| 2024-05-01 | 63.8506205307 |
| 2024-06-01 | 63.8249873070 |
| 2024-07-01 | 63.8240681176 |
| 2024-08-01 | 63.9249144965 |
| 2024-09-01 | 64.0413838796 |
| 2024-10-01 | 64.0614056623 |
| 2024-11-01 | 64.0947369129 |
| 2024-12-01 | 64.3107936611 |
| 2025-01-01 | 64.4801604548 |
| 2025-02-01 | 64.5374568048 |
| 2025-03-01 | 64.7389135174 |
| 2025-04-01 | 64.9101953208 |
| 2025-05-01 | 65.0204431242 |
| 2025-06-01 | 65.0770711940 |
| 2025-07-01 | 65.2612604037 |
| 2025-08-01 | 65.3720740610 |
| 2025-09-01 | 65.5379075235 |
| 2025-10-01 | 66.0769587120 |
| 2025-11-01 | 65.8352022208 |
| 2025-12-01 | 66.4232797991 |
| 2026-01-01 | 65.0976706382 |
| 2026-02-01 | 65.2729051951 |
| 2026-03-01 | 66.5760724218 |
| 2026-04-01 | 66.8244265395 |
| 2026-05-01 | 66.2961650471 |
| 2026-06-01 | 67.6141610293 |
| 2026-07-01 | 68.1703188195 |
| 2026-08-01 | 68.2048018077 |
| 2026-09-01 | 67.8337020621 |