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 2026-08-01 |
| Last Updated | 2026-09-18 11:31 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 | 54.3462982674 |
| 1990-02-01 | 54.2351277263 |
| 1990-03-01 | 54.3265833826 |
| 1990-04-01 | 54.0002828878 |
| 1990-05-01 | 54.1663200888 |
| 1990-06-01 | 54.2034914337 |
| 1990-07-01 | 54.3998313724 |
| 1990-08-01 | 54.4300767237 |
| 1990-09-01 | 54.1370176963 |
| 1990-10-01 | 53.9482915182 |
| 1990-11-01 | 53.8754795692 |
| 1990-12-01 | 53.8171334535 |
| 1991-01-01 | 53.4559656169 |
| 1991-02-01 | 53.3343349073 |
| 1991-03-01 | 53.0143023250 |
| 1991-04-01 | 52.8804343501 |
| 1991-05-01 | 52.6529153464 |
| 1991-06-01 | 52.2961470192 |
| 1991-07-01 | 51.9314092082 |
| 1991-08-01 | 51.8738401897 |
| 1991-09-01 | 51.8578528088 |
| 1991-10-01 | 51.6484587651 |
| 1991-11-01 | 51.6851885985 |
| 1991-12-01 | 51.6342915771 |
| 1992-01-01 | 51.4565767202 |
| 1992-02-01 | 51.2097375177 |
| 1992-03-01 | 51.6144569633 |
| 1992-04-01 | 50.6378977496 |
| 1992-05-01 | 50.4228742665 |
| 1992-06-01 | 50.2688905015 |
| 1992-07-01 | 50.0599297836 |
| 1992-08-01 | 49.9182499032 |
| 1992-09-01 | 49.6775216634 |
| 1992-10-01 | 49.7468422578 |
| 1992-11-01 | 49.4071631312 |
| 1992-12-01 | 49.3563313124 |
| 1993-01-01 | 49.6601964800 |
| 1993-02-01 | 49.4023954824 |
| 1993-03-01 | 49.4005863524 |
| 1993-04-01 | 49.3987025030 |
| 1993-05-01 | 49.3792319491 |
| 1993-06-01 | 49.1181395795 |
| 1993-07-01 | 49.6628668624 |
| 1993-08-01 | 49.5311461052 |
| 1993-09-01 | 49.7039441705 |
| 1993-10-01 | 49.5396248795 |
| 1993-11-01 | 49.3317211708 |
| 1993-12-01 | 49.0879678575 |
| 1994-01-01 | 48.6821573293 |
| 1994-02-01 | 48.4080113883 |
| 1994-03-01 | 48.8025268582 |
| 1994-04-01 | 48.7606380623 |
| 1994-05-01 | 48.7282785722 |
| 1994-06-01 | 48.6682377800 |
| 1994-07-01 | 48.3571689981 |
| 1994-08-01 | 48.3520410495 |
| 1994-09-01 | 48.2316053029 |
| 1994-10-01 | 48.4505426533 |
| 1994-11-01 | 48.5636737123 |
| 1994-12-01 | 48.6215086265 |
| 1995-01-01 | 48.9327553681 |
| 1995-02-01 | 49.0488498891 |
| 1995-03-01 | 48.9037097102 |
| 1995-04-01 | 49.0390788525 |
| 1995-05-01 | 48.9751588966 |
| 1995-06-01 | 49.0014872506 |
| 1995-07-01 | 49.0104963272 |
| 1995-08-01 | 49.1146663067 |
| 1995-09-01 | 49.2564368861 |
| 1995-10-01 | 49.2697327063 |
| 1995-11-01 | 49.3981377242 |
| 1995-12-01 | 49.6715683974 |
| 1996-01-01 | 48.6803211800 |
| 1996-02-01 | 48.5598208414 |
| 1996-03-01 | 48.5951829173 |
| 1996-04-01 | 48.6182524624 |
| 1996-05-01 | 48.7270837363 |
| 1996-06-01 | 48.7560110100 |
| 1996-07-01 | 48.7710749213 |
| 1996-08-01 | 48.7669748209 |
| 1996-09-01 | 48.7682617872 |
| 1996-10-01 | 48.9218557466 |
| 1996-11-01 | 48.9297777299 |
| 1996-12-01 | 48.9098772531 |
| 1997-01-01 | 48.7362046786 |
| 1997-02-01 | 48.8939485035 |
| 1997-03-01 | 49.1029708598 |
| 1997-04-01 | 49.1158121798 |
| 1997-05-01 | 49.1876773446 |
| 1997-06-01 | 49.0915367294 |
| 1997-07-01 | 49.4052692921 |
| 1997-08-01 | 49.2830369317 |
| 1997-09-01 | 49.5815202661 |
| 1997-10-01 | 49.7713676389 |
| 1997-11-01 | 49.8558664275 |
| 1997-12-01 | 50.0660066427 |
| 1998-01-01 | 50.3137904781 |
| 1998-02-01 | 50.5535917094 |
| 1998-03-01 | 50.5183840622 |
| 1998-04-01 | 49.4337625203 |
| 1998-05-01 | 49.4721808056 |
| 1998-06-01 | 49.6350227126 |
| 1998-07-01 | 49.5338523768 |
| 1998-08-01 | 49.5024791293 |
| 1998-09-01 | 49.3837151624 |
| 1998-10-01 | 48.9270388710 |
| 1998-11-01 | 49.0605694035 |
| 1998-12-01 | 48.9981677836 |
| 1999-01-01 | 50.2410699699 |
| 1999-02-01 | 50.2733739459 |
| 1999-03-01 | 50.4310580946 |
| 1999-04-01 | 51.4841972780 |
| 1999-05-01 | 51.3736459507 |
| 1999-06-01 | 51.8446921150 |
| 1999-07-01 | 51.0389045129 |
| 1999-08-01 | 51.2965466790 |
| 1999-09-01 | 52.5610804487 |
| 1999-10-01 | 51.0597338530 |
| 1999-11-01 | 51.1546382076 |
| 1999-12-01 | 51.6442070169 |
| 2000-01-01 | 50.9537155209 |
| 2000-02-01 | 51.1214041719 |
| 2000-03-01 | 51.0651621071 |
| 2000-04-01 | 51.7465047529 |
| 2000-05-01 | 51.8942276479 |
| 2000-06-01 | 52.1205695483 |
| 2000-07-01 | 52.2640945968 |
| 2000-08-01 | 52.3222934786 |
| 2000-09-01 | 52.3330064765 |
| 2000-10-01 | 52.6721582574 |
| 2000-11-01 | 52.8262180371 |
| 2000-12-01 | 53.0395784518 |
| 2001-01-01 | 53.4988935843 |
| 2001-02-01 | 53.6242202209 |
| 2001-03-01 | 53.6478952931 |
| 2001-04-01 | 53.3170967771 |
| 2001-05-01 | 53.3203587606 |
| 2001-06-01 | 53.5921084978 |
| 2001-07-01 | 53.2939902304 |
| 2001-08-01 | 53.0878108473 |
| 2001-09-01 | 52.7919053071 |
| 2001-10-01 | 52.5418046942 |
| 2001-11-01 | 52.5912151416 |
| 2001-12-01 | 52.4087818714 |
| 2002-01-01 | 52.2742674380 |
| 2002-02-01 | 52.0476410343 |
| 2002-03-01 | 51.7636427492 |
| 2002-04-01 | 51.5500656461 |
| 2002-05-01 | 51.3488812900 |
| 2002-06-01 | 51.4496189751 |
| 2002-07-01 | 51.7824406073 |
| 2002-08-01 | 51.4250299599 |
| 2002-09-01 | 51.3668435252 |
| 2002-10-01 | 51.0034556827 |
| 2002-11-01 | 50.7551601356 |
| 2002-12-01 | 50.5639090954 |
| 2003-01-01 | 50.5571422590 |
| 2003-02-01 | 50.3594287726 |
| 2003-03-01 | 50.0852088583 |
| 2003-04-01 | 50.2571205017 |
| 2003-05-01 | 50.4672940714 |
| 2003-06-01 | 50.3791686834 |
| 2003-07-01 | 50.1791684175 |
| 2003-08-01 | 50.5513714476 |
| 2003-09-01 | 50.7437285264 |
| 2003-10-01 | 51.1608746051 |
| 2003-11-01 | 51.1361512573 |
| 2003-12-01 | 51.3553153752 |
| 2004-01-01 | 51.1893480733 |
| 2004-02-01 | 51.2246703143 |
| 2004-03-01 | 51.3473572956 |
| 2004-04-01 | 51.2581771232 |
| 2004-05-01 | 51.0598637677 |
| 2004-06-01 | 50.9756292874 |
| 2004-07-01 | 50.9391457829 |
| 2004-08-01 | 50.8442090587 |
| 2004-09-01 | 51.0472235107 |
| 2004-10-01 | 51.0342197826 |
| 2004-11-01 | 50.9193747492 |
| 2004-12-01 | 50.8433819880 |
| 2005-01-01 | 50.6969598306 |
| 2005-02-01 | 50.7243351706 |
| 2005-03-01 | 50.8655315937 |
| 2005-04-01 | 51.3506251211 |
| 2005-05-01 | 51.6610700815 |
| 2005-06-01 | 51.6653430955 |
| 2005-07-01 | 51.8060500692 |
| 2005-08-01 | 51.9247905618 |
| 2005-09-01 | 51.9653716664 |
| 2005-10-01 | 52.1007673624 |
| 2005-11-01 | 52.4038171697 |
| 2005-12-01 | 52.6493170219 |
| 2006-01-01 | 52.9444840186 |
| 2006-02-01 | 53.2726360382 |
| 2006-03-01 | 53.5302932324 |
| 2006-04-01 | 53.7775130072 |
| 2006-05-01 | 53.9569735085 |
| 2006-06-01 | 54.2269684760 |
| 2006-07-01 | 54.4632557581 |
| 2006-08-01 | 54.5780176988 |
| 2006-09-01 | 54.6814729054 |
| 2006-10-01 | 54.7578502169 |
| 2006-11-01 | 54.7767218922 |
| 2006-12-01 | 55.0379862678 |
| 2007-01-01 | 55.3862154204 |
| 2007-02-01 | 55.4833822135 |
| 2007-03-01 | 55.6733878572 |
| 2007-04-01 | 55.7198894663 |
| 2007-05-01 | 55.7703644671 |
| 2007-06-01 | 56.3143009429 |
| 2007-07-01 | 56.1771076421 |
| 2007-08-01 | 56.2704452966 |
| 2007-09-01 | 56.1796714391 |
| 2007-10-01 | 56.3006899356 |
| 2007-11-01 | 56.4437242797 |
| 2007-12-01 | 56.5016964668 |
| 2008-01-01 | 56.8048564751 |
| 2008-02-01 | 56.8749090148 |
| 2008-03-01 | 56.7871327721 |
| 2008-04-01 | 56.8589896672 |
| 2008-05-01 | 57.0844304059 |
| 2008-06-01 | 57.2370126326 |
| 2008-07-01 | 57.3330118490 |
| 2008-08-01 | 57.2945541809 |
| 2008-09-01 | 57.0645945965 |
| 2008-10-01 | 56.9338370283 |
| 2008-11-01 | 56.7186621181 |
| 2008-12-01 | 56.4439244670 |
| 2009-01-01 | 55.9903284021 |
| 2009-02-01 | 55.6045677578 |
| 2009-03-01 | 55.2400758035 |
| 2009-04-01 | 54.6542386324 |
| 2009-05-01 | 54.5169085238 |
| 2009-06-01 | 54.1208109802 |
| 2009-07-01 | 53.7838136008 |
| 2009-08-01 | 53.7140670055 |
| 2009-09-01 | 53.7653666005 |
| 2009-10-01 | 53.8007044090 |
| 2009-11-01 | 53.6179850007 |
| 2009-12-01 | 53.5836887067 |
| 2010-01-01 | 53.4566074897 |
| 2010-02-01 | 53.2241300136 |
| 2010-03-01 | 53.4808329969 |
| 2010-04-01 | 53.8373061725 |
| 2010-05-01 | 53.6251794115 |
| 2010-06-01 | 53.5465007452 |
| 2010-07-01 | 53.5534207603 |
| 2010-08-01 | 53.5642053407 |
| 2010-09-01 | 53.7472972527 |
| 2010-10-01 | 53.8780563067 |
| 2010-11-01 | 54.0299873115 |
| 2010-12-01 | 54.0592040505 |
| 2011-01-01 | 53.9821737934 |
| 2011-02-01 | 54.0232144136 |
| 2011-03-01 | 54.1584795890 |
| 2011-04-01 | 54.6161842272 |
| 2011-05-01 | 54.5135836701 |
| 2011-06-01 | 54.7272337066 |
| 2011-07-01 | 54.9651317973 |
| 2011-08-01 | 55.1638260707 |
| 2011-09-01 | 55.4395008603 |
| 2011-10-01 | 55.5809328723 |
| 2011-11-01 | 55.6504808360 |
| 2011-12-01 | 55.8586678919 |
| 2012-01-01 | 56.0313317032 |
| 2012-02-01 | 56.2619476543 |
| 2012-03-01 | 56.5625758601 |
| 2012-04-01 | 56.3948469544 |
| 2012-05-01 | 56.2948587237 |
| 2012-06-01 | 56.4979224165 |
| 2012-07-01 | 56.4348307199 |
| 2012-08-01 | 56.5462950399 |
| 2012-09-01 | 56.0601309539 |
| 2012-10-01 | 56.6083064563 |
| 2012-11-01 | 56.5819089661 |
| 2012-12-01 | 56.6830849063 |
| 2013-01-01 | 56.6260074958 |
| 2013-02-01 | 56.7573020825 |
| 2013-03-01 | 56.7427787997 |
| 2013-04-01 | 56.5630035236 |
| 2013-05-01 | 56.5906660700 |
| 2013-06-01 | 56.4982737716 |
| 2013-07-01 | 56.4047881471 |
| 2013-08-01 | 56.3361277873 |
| 2013-09-01 | 56.4956717827 |
| 2013-10-01 | 56.3405189947 |
| 2013-11-01 | 56.4078969422 |
| 2013-12-01 | 56.4108511723 |
| 2014-01-01 | 56.6077687853 |
| 2014-02-01 | 56.5342310082 |
| 2014-03-01 | 56.7385311040 |
| 2014-04-01 | 56.7450123244 |
| 2014-05-01 | 56.8925872836 |
| 2014-06-01 | 56.7944767467 |
| 2014-07-01 | 56.6582829680 |
| 2014-08-01 | 56.7194381923 |
| 2014-09-01 | 56.5210178888 |
| 2014-10-01 | 56.4567882444 |
| 2014-11-01 | 56.5246761589 |
| 2014-12-01 | 56.5439070578 |
| 2015-01-01 | 56.4833798244 |
| 2015-02-01 | 56.5204426982 |
| 2015-03-01 | 56.3423369603 |
| 2015-04-01 | 56.7345666974 |
| 2015-05-01 | 56.8040321222 |
| 2015-06-01 | 56.7915223606 |
| 2015-07-01 | 57.1035454374 |
| 2015-08-01 | 57.1088591439 |
| 2015-09-01 | 57.0402143453 |
| 2015-10-01 | 57.2569891308 |
| 2015-11-01 | 57.3262942519 |
| 2015-12-01 | 57.3720785354 |
| 2016-01-01 | 57.3875164792 |
| 2016-02-01 | 57.1209896409 |
| 2016-03-01 | 57.1809491023 |
| 2016-04-01 | 57.1344079505 |
| 2016-05-01 | 56.9197681172 |
| 2016-06-01 | 56.7799238798 |
| 2016-07-01 | 57.1558275602 |
| 2016-08-01 | 57.0126112594 |
| 2016-09-01 | 57.1560418650 |
| 2016-10-01 | 57.1602282208 |
| 2016-11-01 | 57.0297398343 |
| 2016-12-01 | 57.0003920912 |
| 2017-01-01 | 57.0560616508 |
| 2017-02-01 | 57.2008028309 |
| 2017-03-01 | 57.2011209800 |
| 2017-04-01 | 57.3434935085 |
| 2017-05-01 | 57.4467100071 |
| 2017-06-01 | 57.6419181299 |
| 2017-07-01 | 57.6133430818 |
| 2017-08-01 | 57.7117032112 |
| 2017-09-01 | 57.7554490560 |
| 2017-10-01 | 57.7595227509 |
| 2017-11-01 | 57.8396994210 |
| 2017-12-01 | 57.9312016513 |
| 2018-01-01 | 57.9468437105 |
| 2018-02-01 | 57.8838996827 |
| 2018-03-01 | 58.3289804186 |
| 2018-04-01 | 58.2678583459 |
| 2018-05-01 | 58.3726657754 |
| 2018-06-01 | 58.3983856400 |
| 2018-07-01 | 58.5760328971 |
| 2018-08-01 | 58.5145335691 |
| 2018-09-01 | 58.6450686199 |
| 2018-10-01 | 58.8717248463 |
| 2018-11-01 | 59.0495315864 |
| 2018-12-01 | 59.1558109315 |
| 2019-01-01 | 59.2366394854 |
| 2019-02-01 | 59.2819883689 |
| 2019-03-01 | 59.4366568467 |
| 2019-04-01 | 59.7020784046 |
| 2019-05-01 | 59.9032997256 |
| 2019-06-01 | 59.9507485758 |
| 2019-07-01 | 59.9339250073 |
| 2019-08-01 | 60.0972441742 |
| 2019-09-01 | 60.0334507339 |
| 2019-10-01 | 60.0934146772 |
| 2019-11-01 | 60.1581729604 |
| 2019-12-01 | 60.1731410699 |
| 2020-01-01 | 60.4257832087 |
| 2020-02-01 | 60.4762763680 |
| 2020-03-01 | 60.4356115188 |
| 2020-04-01 | 56.0950718074 |
| 2020-05-01 | 57.4395047003 |
| 2020-06-01 | 57.5824513816 |
| 2020-07-01 | 57.4759442642 |
| 2020-08-01 | 57.7290237734 |
| 2020-09-01 | 57.9468216909 |
| 2020-10-01 | 58.1397929308 |
| 2020-11-01 | 57.8680542962 |
| 2020-12-01 | 57.9706748322 |
| 2021-01-01 | 58.0559186068 |
| 2021-02-01 | 58.0991019750 |
| 2021-03-01 | 58.1709874877 |
| 2021-04-01 | 58.1267277927 |
| 2021-05-01 | 58.0714820007 |
| 2021-06-01 | 57.8757140245 |
| 2021-07-01 | 58.1494507389 |
| 2021-08-01 | 58.2070209808 |
| 2021-09-01 | 58.4395375806 |
| 2021-10-01 | 58.6729357238 |
| 2021-11-01 | 58.8892380456 |
| 2021-12-01 | 59.0823190051 |
| 2022-01-01 | 59.0585912186 |
| 2022-02-01 | 59.1997059190 |
| 2022-03-01 | 59.3648190439 |
| 2022-04-01 | 59.5459041975 |
| 2022-05-01 | 59.6863267679 |
| 2022-06-01 | 59.7385584894 |
| 2022-07-01 | 60.2896849635 |
| 2022-08-01 | 60.5479058712 |
| 2022-09-01 | 60.6347720734 |
| 2022-10-01 | 60.8018347616 |
| 2022-11-01 | 61.0142513215 |
| 2022-12-01 | 61.0865163357 |
| 2023-01-01 | 61.3996910039 |
| 2023-02-01 | 61.6403355393 |
| 2023-03-01 | 61.7821368724 |
| 2023-04-01 | 61.9744291269 |
| 2023-05-01 | 62.0827989617 |
| 2023-06-01 | 62.5773443900 |
| 2023-07-01 | 62.4157371464 |
| 2023-08-01 | 62.6891913493 |
| 2023-09-01 | 62.8412345345 |
| 2023-10-01 | 62.9224088628 |
| 2023-11-01 | 63.1479529419 |
| 2023-12-01 | 63.2940404905 |
| 2024-01-01 | 63.4391853745 |
| 2024-02-01 | 63.6907195692 |
| 2024-03-01 | 63.8072482608 |
| 2024-04-01 | 63.7893752985 |
| 2024-05-01 | 63.8585325645 |
| 2024-06-01 | 63.8381599325 |
| 2024-07-01 | 63.8556396246 |
| 2024-08-01 | 63.9466776512 |
| 2024-09-01 | 64.0600844001 |
| 2024-10-01 | 64.0398101813 |
| 2024-11-01 | 64.0794902022 |
| 2024-12-01 | 64.2947979430 |
| 2025-01-01 | 64.4623232314 |
| 2025-02-01 | 64.5200982188 |
| 2025-03-01 | 64.7231928043 |
| 2025-04-01 | 64.9034931615 |
| 2025-05-01 | 65.0304395042 |
| 2025-06-01 | 65.0963647310 |
| 2025-07-01 | 65.2986626695 |
| 2025-08-01 | 65.4078313140 |
| 2025-09-01 | 65.5683926529 |
| 2025-10-01 | 66.0438515336 |
| 2025-11-01 | 65.8130111691 |
| 2025-12-01 | 66.4016619060 |
| 2026-01-01 | 65.0747297986 |
| 2026-02-01 | 65.2506467476 |
| 2026-03-01 | 66.5566499717 |
| 2026-04-01 | 66.8176367244 |
| 2026-05-01 | 66.3083090094 |
| 2026-06-01 | 67.6393434734 |
| 2026-07-01 | 68.2118767816 |
| 2026-08-01 | 67.9588685543 |