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 2025-12-01 |
| Last Updated | 2026-01-28 2:16 AM CST |
| 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 | 54.3463012221352 |
| 1990-02-01 | 54.2351309411865 |
| 1990-03-01 | 54.3266384254369 |
| 1990-04-01 | 54.0002675532839 |
| 1990-05-01 | 54.1663247513825 |
| 1990-06-01 | 54.2034923730910 |
| 1990-07-01 | 54.3998421158871 |
| 1990-08-01 | 54.4300723522054 |
| 1990-09-01 | 54.1370128689813 |
| 1990-10-01 | 53.9482463113234 |
| 1990-11-01 | 53.8754720325611 |
| 1990-12-01 | 53.8171296453039 |
| 1991-01-01 | 53.4559752336776 |
| 1991-02-01 | 53.3343359759964 |
| 1991-03-01 | 53.0143549166664 |
| 1991-04-01 | 52.8804227165530 |
| 1991-05-01 | 52.6529206828626 |
| 1991-06-01 | 52.2961504199610 |
| 1991-07-01 | 51.9314175188056 |
| 1991-08-01 | 51.8738335893120 |
| 1991-09-01 | 51.8578455504337 |
| 1991-10-01 | 51.6484142615589 |
| 1991-11-01 | 51.6851769517189 |
| 1991-12-01 | 51.6342867104676 |
| 1992-01-01 | 51.4565960214801 |
| 1992-02-01 | 51.2097335393862 |
| 1992-03-01 | 51.6145100602976 |
| 1992-04-01 | 50.6378961732420 |
| 1992-05-01 | 50.4228805754040 |
| 1992-06-01 | 50.2688960297180 |
| 1992-07-01 | 50.0599354223616 |
| 1992-08-01 | 49.9182398901180 |
| 1992-09-01 | 49.6775096304554 |
| 1992-10-01 | 49.7467942171892 |
| 1992-11-01 | 49.4071391982751 |
| 1992-12-01 | 49.3563272162340 |
| 1993-01-01 | 49.6602238568662 |
| 1993-02-01 | 49.4023954529552 |
| 1993-03-01 | 49.4006444715674 |
| 1993-04-01 | 49.3987108403741 |
| 1993-05-01 | 49.3792414276127 |
| 1993-06-01 | 49.1181488701548 |
| 1993-07-01 | 49.6628674736229 |
| 1993-08-01 | 49.5311307411939 |
| 1993-09-01 | 49.7039268242230 |
| 1993-10-01 | 49.5395691799600 |
| 1993-11-01 | 49.3316801215453 |
| 1993-12-01 | 49.0879563021900 |
| 1994-01-01 | 48.6822054094727 |
| 1994-02-01 | 48.4080139478372 |
| 1994-03-01 | 48.8025749820207 |
| 1994-04-01 | 48.7606625903907 |
| 1994-05-01 | 48.7283016735351 |
| 1994-06-01 | 48.6682657527765 |
| 1994-07-01 | 48.3571567829928 |
| 1994-08-01 | 48.3520177685006 |
| 1994-09-01 | 48.2315874192032 |
| 1994-10-01 | 48.4504854653791 |
| 1994-11-01 | 48.5636108644687 |
| 1994-12-01 | 48.6214830799645 |
| 1995-01-01 | 48.9328150467502 |
| 1995-02-01 | 49.0488492864807 |
| 1995-03-01 | 48.9037315063641 |
| 1995-04-01 | 49.0391313537874 |
| 1995-05-01 | 48.9752091050696 |
| 1995-06-01 | 49.0015452381465 |
| 1995-07-01 | 49.0104786883175 |
| 1995-08-01 | 49.1146385644263 |
| 1995-09-01 | 49.2564206354676 |
| 1995-10-01 | 49.2696748379910 |
| 1995-11-01 | 49.3980505707226 |
| 1995-12-01 | 49.6715019523516 |
| 1996-01-01 | 48.6803930002396 |
| 1996-02-01 | 48.5598035691110 |
| 1996-03-01 | 48.5951473432331 |
| 1996-04-01 | 48.6183463804262 |
| 1996-05-01 | 48.7271570929332 |
| 1996-06-01 | 48.7561596213867 |
| 1996-07-01 | 48.7710434702313 |
| 1996-08-01 | 48.7669371596762 |
| 1996-09-01 | 48.7682549228569 |
| 1996-10-01 | 48.9218000343770 |
| 1996-11-01 | 48.9296728339894 |
| 1996-12-01 | 48.9097470774163 |
| 1997-01-01 | 48.7362720217004 |
| 1997-02-01 | 48.8939223820414 |
| 1997-03-01 | 49.1028627660857 |
| 1997-04-01 | 49.1159581650464 |
| 1997-05-01 | 49.1877773629252 |
| 1997-06-01 | 49.0917734927818 |
| 1997-07-01 | 49.4052410351025 |
| 1997-08-01 | 49.2829975038264 |
| 1997-09-01 | 49.5815190133393 |
| 1997-10-01 | 49.7713062287846 |
| 1997-11-01 | 49.8557515568067 |
| 1997-12-01 | 50.0658041386979 |
| 1998-01-01 | 50.3138540455126 |
| 1998-02-01 | 50.5535492918214 |
| 1998-03-01 | 50.5182027306718 |
| 1998-04-01 | 49.4339568501383 |
| 1998-05-01 | 49.4722810984336 |
| 1998-06-01 | 49.6353782936143 |
| 1998-07-01 | 49.5338137624489 |
| 1998-08-01 | 49.5024328851541 |
| 1998-09-01 | 49.3837175997647 |
| 1998-10-01 | 48.9269748561488 |
| 1998-11-01 | 49.0604595929672 |
| 1998-12-01 | 48.9979322433267 |
| 1999-01-01 | 50.2411068641848 |
| 1999-02-01 | 50.2733249792846 |
| 1999-03-01 | 50.4308429808654 |
| 1999-04-01 | 51.4844263481267 |
| 1999-05-01 | 51.3737497707021 |
| 1999-06-01 | 51.8451027585235 |
| 1999-07-01 | 51.0388772319589 |
| 1999-08-01 | 51.2965042868820 |
| 1999-09-01 | 52.5610738880387 |
| 1999-10-01 | 51.0596645332160 |
| 1999-11-01 | 51.1545339575783 |
| 1999-12-01 | 51.6439612239223 |
| 2000-01-01 | 50.9537308321163 |
| 2000-02-01 | 51.1213523777654 |
| 2000-03-01 | 51.0649493736011 |
| 2000-04-01 | 51.7467277534768 |
| 2000-05-01 | 51.8943062284312 |
| 2000-06-01 | 52.1209982034766 |
| 2000-07-01 | 52.2640649439503 |
| 2000-08-01 | 52.3222491882097 |
| 2000-09-01 | 52.3329924437419 |
| 2000-10-01 | 52.6720849081520 |
| 2000-11-01 | 52.8261308051399 |
| 2000-12-01 | 53.0393670807598 |
| 2001-01-01 | 53.4988877083142 |
| 2001-02-01 | 53.6241874473111 |
| 2001-03-01 | 53.6477146784687 |
| 2001-04-01 | 53.3172855916215 |
| 2001-05-01 | 53.3204268169781 |
| 2001-06-01 | 53.5924524200758 |
| 2001-07-01 | 53.2939792911665 |
| 2001-08-01 | 53.0877784478896 |
| 2001-09-01 | 52.7918803590041 |
| 2001-10-01 | 52.5417344815058 |
| 2001-11-01 | 52.5911509178573 |
| 2001-12-01 | 52.4086434446154 |
| 2002-01-01 | 52.2742556016185 |
| 2002-02-01 | 52.0476227803066 |
| 2002-03-01 | 51.7635281572672 |
| 2002-04-01 | 51.5501914958412 |
| 2002-05-01 | 51.3489222972818 |
| 2002-06-01 | 51.4498564976942 |
| 2002-07-01 | 51.7824295853415 |
| 2002-08-01 | 51.4250044953498 |
| 2002-09-01 | 51.3668192041670 |
| 2002-10-01 | 51.0033977831905 |
| 2002-11-01 | 50.7551219474408 |
| 2002-12-01 | 50.5638457620733 |
| 2003-01-01 | 50.5571272978038 |
| 2003-02-01 | 50.3594200346275 |
| 2003-03-01 | 50.0851535308323 |
| 2003-04-01 | 50.2571868805463 |
| 2003-05-01 | 50.4673324021897 |
| 2003-06-01 | 50.3792791684936 |
| 2003-07-01 | 50.1791712269517 |
| 2003-08-01 | 50.5513598105913 |
| 2003-09-01 | 50.7437075877281 |
| 2003-10-01 | 51.1608325305056 |
| 2003-11-01 | 51.1361294239910 |
| 2003-12-01 | 51.3552980888932 |
| 2004-01-01 | 51.1893379518123 |
| 2004-02-01 | 51.2246649441522 |
| 2004-03-01 | 51.3473330404646 |
| 2004-04-01 | 51.2582044567061 |
| 2004-05-01 | 51.0598905277826 |
| 2004-06-01 | 50.9756822857249 |
| 2004-07-01 | 50.9391477878320 |
| 2004-08-01 | 50.8442009670927 |
| 2004-09-01 | 51.0472123343859 |
| 2004-10-01 | 51.0341916794495 |
| 2004-11-01 | 50.9193670685710 |
| 2004-12-01 | 50.8433767794651 |
| 2005-01-01 | 50.6969588920426 |
| 2005-02-01 | 50.7243359497711 |
| 2005-03-01 | 50.8655198421934 |
| 2005-04-01 | 51.3506313085665 |
| 2005-05-01 | 51.6610954819248 |
| 2005-06-01 | 51.6653497908975 |
| 2005-07-01 | 51.8060572254799 |
| 2005-08-01 | 51.9247885904137 |
| 2005-09-01 | 51.9653666794772 |
| 2005-10-01 | 52.1007504762220 |
| 2005-11-01 | 52.4038158254511 |
| 2005-12-01 | 52.6493159255388 |
| 2006-01-01 | 52.9444843153257 |
| 2006-02-01 | 53.2726370477571 |
| 2006-03-01 | 53.5302868124700 |
| 2006-04-01 | 53.7775149974098 |
| 2006-05-01 | 53.9569864697868 |
| 2006-06-01 | 54.2269702433938 |
| 2006-07-01 | 54.4632594223972 |
| 2006-08-01 | 54.5780165540050 |
| 2006-09-01 | 54.6814705860834 |
| 2006-10-01 | 54.7578419817639 |
| 2006-11-01 | 54.7767223231542 |
| 2006-12-01 | 55.0379860139872 |
| 2007-01-01 | 55.3862154092225 |
| 2007-02-01 | 55.4833817797433 |
| 2007-03-01 | 55.6733870114394 |
| 2007-04-01 | 55.7198884543760 |
| 2007-05-01 | 55.7703710425933 |
| 2007-06-01 | 56.3143007021216 |
| 2007-07-01 | 56.1771090870304 |
| 2007-08-01 | 56.2704443499810 |
| 2007-09-01 | 56.1796700345284 |
| 2007-10-01 | 56.3006889345098 |
| 2007-11-01 | 56.4437250991800 |
| 2007-12-01 | 56.5016962514112 |
| 2008-01-01 | 56.8048562632882 |
| 2008-02-01 | 56.8749081432220 |
| 2008-03-01 | 56.7871315274324 |
| 2008-04-01 | 56.8589880682700 |
| 2008-05-01 | 57.0844333626490 |
| 2008-06-01 | 57.2370123091766 |
| 2008-07-01 | 57.3330128363947 |
| 2008-08-01 | 57.2945537312216 |
| 2008-09-01 | 57.0645944726019 |
| 2008-10-01 | 56.9338380377944 |
| 2008-11-01 | 56.7186636683129 |
| 2008-12-01 | 56.4439250669525 |
| 2009-01-01 | 55.9903289292795 |
| 2009-02-01 | 55.6045679831389 |
| 2009-03-01 | 55.2400690057750 |
| 2009-04-01 | 54.6542379803827 |
| 2009-05-01 | 54.5169088204497 |
| 2009-06-01 | 54.1208112525937 |
| 2009-07-01 | 53.7838142621936 |
| 2009-08-01 | 53.7140669074973 |
| 2009-09-01 | 53.7653697037673 |
| 2009-10-01 | 53.8007063304657 |
| 2009-11-01 | 53.6179869006165 |
| 2009-12-01 | 53.5836900292252 |
| 2010-01-01 | 53.4566085635702 |
| 2010-02-01 | 53.2241304748697 |
| 2010-03-01 | 53.4808191898414 |
| 2010-04-01 | 53.8373041880770 |
| 2010-05-01 | 53.6251788584734 |
| 2010-06-01 | 53.5465008821761 |
| 2010-07-01 | 53.5534222020598 |
| 2010-08-01 | 53.5642085008687 |
| 2010-09-01 | 53.7473081488798 |
| 2010-10-01 | 53.8780645053620 |
| 2010-11-01 | 54.0299927314356 |
| 2010-12-01 | 54.0592036776923 |
| 2011-01-01 | 53.9821664111296 |
| 2011-02-01 | 54.0232001281719 |
| 2011-03-01 | 54.1584443515605 |
| 2011-04-01 | 54.6161776582860 |
| 2011-05-01 | 54.5135919787367 |
| 2011-06-01 | 54.7272512154078 |
| 2011-07-01 | 54.9651507998129 |
| 2011-08-01 | 55.1638417974623 |
| 2011-09-01 | 55.4395214771275 |
| 2011-10-01 | 55.5809465477909 |
| 2011-11-01 | 55.6504886548687 |
| 2011-12-01 | 55.8586572222940 |
| 2012-01-01 | 56.0312969924792 |
| 2012-02-01 | 56.2618890004419 |
| 2012-03-01 | 56.5624963382389 |
| 2012-04-01 | 56.3948315272430 |
| 2012-05-01 | 56.2948934753876 |
| 2012-06-01 | 56.4979837789412 |
| 2012-07-01 | 56.4349193935147 |
| 2012-08-01 | 56.5463294761241 |
| 2012-09-01 | 56.0601552511148 |
| 2012-10-01 | 56.6083176470148 |
| 2012-11-01 | 56.5819255866061 |
| 2012-12-01 | 56.6830690861267 |
| 2013-01-01 | 56.6259451675528 |
| 2013-02-01 | 56.7570802640550 |
| 2013-03-01 | 56.7426639668840 |
| 2013-04-01 | 56.5629335149714 |
| 2013-05-01 | 56.5906165281286 |
| 2013-06-01 | 56.4987253931623 |
| 2013-07-01 | 56.4049420312562 |
| 2013-08-01 | 56.3361059893635 |
| 2013-09-01 | 56.4956740109508 |
| 2013-10-01 | 56.3405235276738 |
| 2013-11-01 | 56.4079079407324 |
| 2013-12-01 | 56.4108236727553 |
| 2014-01-01 | 56.6076801355580 |
| 2014-02-01 | 56.5338330540906 |
| 2014-03-01 | 56.7383643229634 |
| 2014-04-01 | 56.7448724115233 |
| 2014-05-01 | 56.8924570611791 |
| 2014-06-01 | 56.7953431447815 |
| 2014-07-01 | 56.6585240530726 |
| 2014-08-01 | 56.7193716331171 |
| 2014-09-01 | 56.5210060275140 |
| 2014-10-01 | 56.4567937749695 |
| 2014-11-01 | 56.5246777046039 |
| 2014-12-01 | 56.5438705387007 |
| 2015-01-01 | 56.4832976125124 |
| 2015-02-01 | 56.5198738897368 |
| 2015-03-01 | 56.3419216475975 |
| 2015-04-01 | 56.7344228137740 |
| 2015-05-01 | 56.8038583825669 |
| 2015-06-01 | 56.7928176419646 |
| 2015-07-01 | 57.1038616397450 |
| 2015-08-01 | 57.1087748135983 |
| 2015-09-01 | 57.0401967825765 |
| 2015-10-01 | 57.2569855321935 |
| 2015-11-01 | 57.3262700764152 |
| 2015-12-01 | 57.3720203024897 |
| 2016-01-01 | 57.3874178319859 |
| 2016-02-01 | 57.1203699844924 |
| 2016-03-01 | 57.1803340536672 |
| 2016-04-01 | 57.1344046009978 |
| 2016-05-01 | 56.9194787230661 |
| 2016-06-01 | 56.7813029464519 |
| 2016-07-01 | 57.1561515729729 |
| 2016-08-01 | 57.0124502265292 |
| 2016-09-01 | 57.1559617506317 |
| 2016-10-01 | 57.1602727640985 |
| 2016-11-01 | 57.0298572263156 |
| 2016-12-01 | 57.0005280317004 |
| 2017-01-01 | 57.0561514253654 |
| 2017-02-01 | 57.2002561051988 |
| 2017-03-01 | 57.2001392435288 |
| 2017-04-01 | 57.3435949317786 |
| 2017-05-01 | 57.4464201799467 |
| 2017-06-01 | 57.6432690839183 |
| 2017-07-01 | 57.6130184460821 |
| 2017-08-01 | 57.7112950759690 |
| 2017-09-01 | 57.7552345129342 |
| 2017-10-01 | 57.7597850826467 |
| 2017-11-01 | 57.8402318274692 |
| 2017-12-01 | 57.9319681280364 |
| 2018-01-01 | 57.9474286192278 |
| 2018-02-01 | 57.8835439537528 |
| 2018-03-01 | 58.3276767015561 |
| 2018-04-01 | 58.2681481584608 |
| 2018-05-01 | 58.3729824080013 |
| 2018-06-01 | 58.3974823874467 |
| 2018-07-01 | 58.5751831235373 |
| 2018-08-01 | 58.5141003961212 |
| 2018-09-01 | 58.6445828691310 |
| 2018-10-01 | 58.8714274432313 |
| 2018-11-01 | 59.0490665036942 |
| 2018-12-01 | 59.1632180153363 |
| 2019-01-01 | 59.2365366165461 |
| 2019-02-01 | 59.2812355689140 |
| 2019-03-01 | 59.4347669861516 |
| 2019-04-01 | 59.7022336107078 |
| 2019-05-01 | 59.9047730139374 |
| 2019-06-01 | 59.9445227905925 |
| 2019-07-01 | 59.9324138878650 |
| 2019-08-01 | 60.0964966054651 |
| 2019-09-01 | 60.0323728886286 |
| 2019-10-01 | 60.0927967071363 |
| 2019-11-01 | 60.1578253621213 |
| 2019-12-01 | 60.1890760258934 |
| 2020-01-01 | 60.4264600166243 |
| 2020-02-01 | 60.4762290651750 |
| 2020-03-01 | 60.4340102966574 |
| 2020-04-01 | 56.0943118928066 |
| 2020-05-01 | 57.4417345990353 |
| 2020-06-01 | 57.5683691323952 |
| 2020-07-01 | 57.4745854330155 |
| 2020-08-01 | 57.7237970943888 |
| 2020-09-01 | 57.9424975667027 |
| 2020-10-01 | 58.1387265735803 |
| 2020-11-01 | 57.8703951223721 |
| 2020-12-01 | 57.9978145822528 |
| 2021-01-01 | 58.0608032745782 |
| 2021-02-01 | 58.1025751736455 |
| 2021-03-01 | 58.1728172847954 |
| 2021-04-01 | 58.1224104272054 |
| 2021-05-01 | 58.0720954232432 |
| 2021-06-01 | 57.8516928846014 |
| 2021-07-01 | 58.1457568004992 |
| 2021-08-01 | 58.1916734613701 |
| 2021-09-01 | 58.4264324719612 |
| 2021-10-01 | 58.6738225067458 |
| 2021-11-01 | 58.8957171017545 |
| 2021-12-01 | 59.1271924913267 |
| 2022-01-01 | 59.0826637906080 |
| 2022-02-01 | 59.1995727261915 |
| 2022-03-01 | 59.3698204763079 |
| 2022-04-01 | 59.5401112484848 |
| 2022-05-01 | 59.6876903912251 |
| 2022-06-01 | 59.7011732104896 |
| 2022-07-01 | 60.2820901185222 |
| 2022-08-01 | 60.5119165689796 |
| 2022-09-01 | 60.6021486098349 |
| 2022-10-01 | 60.8037460970870 |
| 2022-11-01 | 61.0289820311932 |
| 2022-12-01 | 61.1639740396128 |
| 2023-01-01 | 61.4541292215872 |
| 2023-02-01 | 61.6359087509081 |
| 2023-03-01 | 61.7860312868981 |
| 2023-04-01 | 61.9582979474738 |
| 2023-05-01 | 62.0822465255723 |
| 2023-06-01 | 62.5355262342734 |
| 2023-07-01 | 62.4026809209420 |
| 2023-08-01 | 62.6274783726482 |
| 2023-09-01 | 62.7846377609783 |
| 2023-10-01 | 62.9269962862917 |
| 2023-11-01 | 63.1736266275065 |
| 2023-12-01 | 63.4086366839352 |
| 2024-01-01 | 63.5286523951631 |
| 2024-02-01 | 63.6736638218692 |
| 2024-03-01 | 63.8028667462131 |
| 2024-04-01 | 63.8641265296652 |
| 2024-05-01 | 63.9588871610714 |
| 2024-06-01 | 63.8963358168756 |
| 2024-07-01 | 63.8430900737024 |
| 2024-08-01 | 63.8597621727169 |
| 2024-09-01 | 63.9784124797927 |
| 2024-10-01 | 63.9450429066302 |
| 2024-11-01 | 64.1173273112449 |
| 2024-12-01 | 64.3423187175733 |
| 2025-01-01 | 64.5771960452651 |
| 2025-02-01 | 65.0034902034289 |
| 2025-03-01 | 65.5216781276024 |
| 2025-04-01 | 65.5680769845527 |
| 2025-05-01 | 65.9291584773492 |
| 2025-06-01 | 66.1453673191131 |
| 2025-07-01 | 66.9505542863075 |
| 2025-08-01 | 67.3624236473999 |
| 2025-09-01 | 66.9600815003724 |
| 2025-10-01 | 67.4473021493137 |
| 2025-11-01 | 67.2618195579860 |
| 2025-12-01 | 67.6865119681694 |