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 2026-05-01 |
| Last Updated | 2026-06-24 10:04 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 | 54.3462910122154 |
| 1990-02-01 | 54.2351375746662 |
| 1990-03-01 | 54.3268164585372 |
| 1990-04-01 | 54.0002070503073 |
| 1990-05-01 | 54.1663354825015 |
| 1990-06-01 | 54.2034877642538 |
| 1990-07-01 | 54.3998712720800 |
| 1990-08-01 | 54.4300554537607 |
| 1990-09-01 | 54.1369984089800 |
| 1990-10-01 | 53.9481688143290 |
| 1990-11-01 | 53.8754488104496 |
| 1990-12-01 | 53.8171103908803 |
| 1991-01-01 | 53.4559736217692 |
| 1991-02-01 | 53.3343383408130 |
| 1991-03-01 | 53.0145274349619 |
| 1991-04-01 | 52.8803709554636 |
| 1991-05-01 | 52.6529301443071 |
| 1991-06-01 | 52.2961487033375 |
| 1991-07-01 | 51.9314414228167 |
| 1991-08-01 | 51.8738144057257 |
| 1991-09-01 | 51.8578290586885 |
| 1991-10-01 | 51.6483399964162 |
| 1991-11-01 | 51.6851499674937 |
| 1991-12-01 | 51.6342681542994 |
| 1992-01-01 | 51.4566083331446 |
| 1992-02-01 | 51.2097232178095 |
| 1992-03-01 | 51.6146772236819 |
| 1992-04-01 | 50.6378691980171 |
| 1992-05-01 | 50.4228855373540 |
| 1992-06-01 | 50.2688954180717 |
| 1992-07-01 | 50.0599545059550 |
| 1992-08-01 | 49.9182174933616 |
| 1992-09-01 | 49.6774884905754 |
| 1992-10-01 | 49.7467188625197 |
| 1992-11-01 | 49.4071003239024 |
| 1992-12-01 | 49.3563096658415 |
| 1993-01-01 | 49.6602494841506 |
| 1993-02-01 | 49.4023808022971 |
| 1993-03-01 | 49.4008121473855 |
| 1993-04-01 | 49.3987025184764 |
| 1993-05-01 | 49.3792461658895 |
| 1993-06-01 | 49.1181544068768 |
| 1993-07-01 | 49.6628772316794 |
| 1993-08-01 | 49.5311042983888 |
| 1993-09-01 | 49.7039011620514 |
| 1993-10-01 | 49.5394870156047 |
| 1993-11-01 | 49.3316211847800 |
| 1993-12-01 | 49.0879281099178 |
| 1994-01-01 | 48.6822653594528 |
| 1994-02-01 | 48.4079985416201 |
| 1994-03-01 | 48.8027079549345 |
| 1994-04-01 | 48.7606860980137 |
| 1994-05-01 | 48.7283239352244 |
| 1994-06-01 | 48.6682859742964 |
| 1994-07-01 | 48.3571599628120 |
| 1994-08-01 | 48.3519854201673 |
| 1994-09-01 | 48.2315621732322 |
| 1994-10-01 | 48.4504041507152 |
| 1994-11-01 | 48.5635242715776 |
| 1994-12-01 | 48.6214334804957 |
| 1995-01-01 | 48.9328966224793 |
| 1995-02-01 | 49.0488278762132 |
| 1995-03-01 | 48.9038058209019 |
| 1995-04-01 | 49.0392025229956 |
| 1995-05-01 | 48.9752711335860 |
| 1995-06-01 | 49.0015949166679 |
| 1995-07-01 | 49.0104831106078 |
| 1995-08-01 | 49.1146059376325 |
| 1995-09-01 | 49.2563998374418 |
| 1995-10-01 | 49.2695936187906 |
| 1995-11-01 | 49.3979258322935 |
| 1995-12-01 | 49.6713904771260 |
| 1996-01-01 | 48.6805029843616 |
| 1996-02-01 | 48.5597670291153 |
| 1996-03-01 | 48.5951212545410 |
| 1996-04-01 | 48.6184936789105 |
| 1996-05-01 | 48.7272696739322 |
| 1996-06-01 | 48.7562628734773 |
| 1996-07-01 | 48.7710551725628 |
| 1996-08-01 | 48.7669020726938 |
| 1996-09-01 | 48.7682530246652 |
| 1996-10-01 | 48.9217243860607 |
| 1996-11-01 | 48.9295269386102 |
| 1996-12-01 | 48.9095225459557 |
| 1997-01-01 | 48.7363916745722 |
| 1997-02-01 | 48.8938877125369 |
| 1997-03-01 | 49.1027200777126 |
| 1997-04-01 | 49.1162097681573 |
| 1997-05-01 | 49.1879379864688 |
| 1997-06-01 | 49.0919299035603 |
| 1997-07-01 | 49.4052657193527 |
| 1997-08-01 | 49.2829686980377 |
| 1997-09-01 | 49.5815339202235 |
| 1997-10-01 | 49.7712263603322 |
| 1997-11-01 | 49.8555940114589 |
| 1997-12-01 | 50.0654571110071 |
| 1998-01-01 | 50.3139850485298 |
| 1998-02-01 | 50.5535110766319 |
| 1998-03-01 | 50.5179517711295 |
| 1998-04-01 | 49.4343109651110 |
| 1998-05-01 | 49.4724619380950 |
| 1998-06-01 | 49.6355887433383 |
| 1998-07-01 | 49.5338422625758 |
| 1998-08-01 | 49.5024057043862 |
| 1998-09-01 | 49.3837466090078 |
| 1998-10-01 | 48.9268972684512 |
| 1998-11-01 | 49.0603189556832 |
| 1998-12-01 | 48.9975260523896 |
| 1999-01-01 | 50.2412067723147 |
| 1999-02-01 | 50.2732914289397 |
| 1999-03-01 | 50.4305388008329 |
| 1999-04-01 | 51.4848587716946 |
| 1999-05-01 | 51.3739410229382 |
| 1999-06-01 | 51.8453343725724 |
| 1999-07-01 | 51.0389104982082 |
| 1999-08-01 | 51.2964842987361 |
| 1999-09-01 | 52.5610988716355 |
| 1999-10-01 | 51.0595867161862 |
| 1999-11-01 | 51.1544064377163 |
| 1999-12-01 | 51.6435437389768 |
| 2000-01-01 | 50.9538006702188 |
| 2000-02-01 | 51.1213207632422 |
| 2000-03-01 | 51.0646522756543 |
| 2000-04-01 | 51.7471537006836 |
| 2000-05-01 | 51.8944727924925 |
| 2000-06-01 | 52.1212207862581 |
| 2000-07-01 | 52.2640891830493 |
| 2000-08-01 | 52.3222273464173 |
| 2000-09-01 | 52.3330095206231 |
| 2000-10-01 | 52.6720145495419 |
| 2000-11-01 | 52.8260374945247 |
| 2000-12-01 | 53.0390039606630 |
| 2001-01-01 | 53.4989225426745 |
| 2001-02-01 | 53.6241814082941 |
| 2001-03-01 | 53.6474522056013 |
| 2001-04-01 | 53.3176522891435 |
| 2001-05-01 | 53.3205641520521 |
| 2001-06-01 | 53.5926231067553 |
| 2001-07-01 | 53.2939974426458 |
| 2001-08-01 | 53.0877618100192 |
| 2001-09-01 | 52.7918778903435 |
| 2001-10-01 | 52.5416758103924 |
| 2001-11-01 | 52.5910872765052 |
| 2001-12-01 | 52.4084105587390 |
| 2002-01-01 | 52.2742666226009 |
| 2002-02-01 | 52.0476237285458 |
| 2002-03-01 | 51.7633577237736 |
| 2002-04-01 | 51.5504355912838 |
| 2002-05-01 | 51.3490097020935 |
| 2002-06-01 | 51.4499646646653 |
| 2002-07-01 | 51.7824356521590 |
| 2002-08-01 | 51.4249883397889 |
| 2002-09-01 | 51.3668070535305 |
| 2002-10-01 | 51.0033573013984 |
| 2002-11-01 | 50.7550891471984 |
| 2002-12-01 | 50.5637431192048 |
| 2003-01-01 | 50.5571162683700 |
| 2003-02-01 | 50.3594198135610 |
| 2003-03-01 | 50.0850622333937 |
| 2003-04-01 | 50.2573135069703 |
| 2003-05-01 | 50.4673960838984 |
| 2003-06-01 | 50.3793267557651 |
| 2003-07-01 | 50.1791761090953 |
| 2003-08-01 | 50.5513504188954 |
| 2003-09-01 | 50.7436899993126 |
| 2003-10-01 | 51.1608074865865 |
| 2003-11-01 | 51.1361086159071 |
| 2003-12-01 | 51.3552782249790 |
| 2004-01-01 | 51.1893244542906 |
| 2004-02-01 | 51.2246602626395 |
| 2004-03-01 | 51.3472899480348 |
| 2004-04-01 | 51.2582508847683 |
| 2004-05-01 | 51.0599339543533 |
| 2004-06-01 | 50.9757039503164 |
| 2004-07-01 | 50.9391497552672 |
| 2004-08-01 | 50.8441927726191 |
| 2004-09-01 | 51.0472022256565 |
| 2004-10-01 | 51.0341796180783 |
| 2004-11-01 | 50.9193612773750 |
| 2004-12-01 | 50.8433714139931 |
| 2005-01-01 | 50.6969565403575 |
| 2005-02-01 | 50.7243372143732 |
| 2005-03-01 | 50.8654943994872 |
| 2005-04-01 | 51.3506391400774 |
| 2005-05-01 | 51.6611272956883 |
| 2005-06-01 | 51.6653541275490 |
| 2005-07-01 | 51.8060602855422 |
| 2005-08-01 | 51.9247851752504 |
| 2005-09-01 | 51.9653619902944 |
| 2005-10-01 | 52.1007440903136 |
| 2005-11-01 | 52.4038152123259 |
| 2005-12-01 | 52.6493151025485 |
| 2006-01-01 | 52.9444843246690 |
| 2006-02-01 | 53.2726377212738 |
| 2006-03-01 | 53.5302721708333 |
| 2006-04-01 | 53.7775171277552 |
| 2006-05-01 | 53.9570008676228 |
| 2006-06-01 | 54.2269726820864 |
| 2006-07-01 | 54.4632610552255 |
| 2006-08-01 | 54.5780158448455 |
| 2006-09-01 | 54.6814686132419 |
| 2006-10-01 | 54.7578386115248 |
| 2006-11-01 | 54.7767231033202 |
| 2006-12-01 | 55.0379854386713 |
| 2007-01-01 | 55.3862145617851 |
| 2007-02-01 | 55.4833802803978 |
| 2007-03-01 | 55.6733850897387 |
| 2007-04-01 | 55.7198862611184 |
| 2007-05-01 | 55.7703786036312 |
| 2007-06-01 | 56.3143013747493 |
| 2007-07-01 | 56.1771096559549 |
| 2007-08-01 | 56.2704439388411 |
| 2007-09-01 | 56.1796689509534 |
| 2007-10-01 | 56.3006870811533 |
| 2007-11-01 | 56.4437258776189 |
| 2007-12-01 | 56.5016953299360 |
| 2008-01-01 | 56.8048557761861 |
| 2008-02-01 | 56.8749081035725 |
| 2008-03-01 | 56.7871315485609 |
| 2008-04-01 | 56.8589872474302 |
| 2008-05-01 | 57.0844375611775 |
| 2008-06-01 | 57.2370125063084 |
| 2008-07-01 | 57.3330126599665 |
| 2008-08-01 | 57.2945532009055 |
| 2008-09-01 | 57.0645933822309 |
| 2008-10-01 | 56.9338360357146 |
| 2008-11-01 | 56.7186638640093 |
| 2008-12-01 | 56.4439241734863 |
| 2009-01-01 | 55.9903282049411 |
| 2009-02-01 | 55.6045676354324 |
| 2009-03-01 | 55.2400744182221 |
| 2009-04-01 | 54.6542376623510 |
| 2009-05-01 | 54.5169092945613 |
| 2009-06-01 | 54.1208117187009 |
| 2009-07-01 | 53.7838142861895 |
| 2009-08-01 | 53.7140665851809 |
| 2009-09-01 | 53.7653668146059 |
| 2009-10-01 | 53.8007045812045 |
| 2009-11-01 | 53.6179862207190 |
| 2009-12-01 | 53.5836887719807 |
| 2010-01-01 | 53.4566076205290 |
| 2010-02-01 | 53.2241300980972 |
| 2010-03-01 | 53.4808298127572 |
| 2010-04-01 | 53.8373042471950 |
| 2010-05-01 | 53.6251794677332 |
| 2010-06-01 | 53.5465013235188 |
| 2010-07-01 | 53.5534217621945 |
| 2010-08-01 | 53.5642067387969 |
| 2010-09-01 | 53.7473003410169 |
| 2010-10-01 | 53.8780588965877 |
| 2010-11-01 | 54.0299886376737 |
| 2010-12-01 | 54.0592033125109 |
| 2011-01-01 | 53.9821708212421 |
| 2011-02-01 | 54.0232096539375 |
| 2011-03-01 | 54.1584696617622 |
| 2011-04-01 | 54.6161802255325 |
| 2011-05-01 | 54.5135859022623 |
| 2011-06-01 | 54.7272399426447 |
| 2011-07-01 | 54.9651397243000 |
| 2011-08-01 | 55.1638335793940 |
| 2011-09-01 | 55.4395078954251 |
| 2011-10-01 | 55.5809373308276 |
| 2011-11-01 | 55.6504828016872 |
| 2011-12-01 | 55.8586629907909 |
| 2012-01-01 | 56.0313163261301 |
| 2012-02-01 | 56.2619234502868 |
| 2012-03-01 | 56.5625613744526 |
| 2012-04-01 | 56.3948353780925 |
| 2012-05-01 | 56.2948658983375 |
| 2012-06-01 | 56.4979409767362 |
| 2012-07-01 | 56.4348796501299 |
| 2012-08-01 | 56.5463079909885 |
| 2012-09-01 | 56.0601371604787 |
| 2012-10-01 | 56.6083036095927 |
| 2012-11-01 | 56.5819032154946 |
| 2012-12-01 | 56.6830734208668 |
| 2013-01-01 | 56.6259880911467 |
| 2013-02-01 | 56.7572084822590 |
| 2013-03-01 | 56.7427834393407 |
| 2013-04-01 | 56.5629872225968 |
| 2013-05-01 | 56.5906518150895 |
| 2013-06-01 | 56.4983743760807 |
| 2013-07-01 | 56.4049095475918 |
| 2013-08-01 | 56.3361184048797 |
| 2013-09-01 | 56.4956603730216 |
| 2013-10-01 | 56.3404960403312 |
| 2013-11-01 | 56.4078619355699 |
| 2013-12-01 | 56.4108144277302 |
| 2014-01-01 | 56.6077417757351 |
| 2014-02-01 | 56.5340793691868 |
| 2014-03-01 | 56.7385753886915 |
| 2014-04-01 | 56.7450099511227 |
| 2014-05-01 | 56.8925620925809 |
| 2014-06-01 | 56.7946612451627 |
| 2014-07-01 | 56.6584772573618 |
| 2014-08-01 | 56.7194140849602 |
| 2014-09-01 | 56.5209933324749 |
| 2014-10-01 | 56.4567495914312 |
| 2014-11-01 | 56.5246225980076 |
| 2014-12-01 | 56.5438283357531 |
| 2015-01-01 | 56.4832577259541 |
| 2015-02-01 | 56.5201406280676 |
| 2015-03-01 | 56.3425961754206 |
| 2015-04-01 | 56.7344699415922 |
| 2015-05-01 | 56.8039826958730 |
| 2015-06-01 | 56.7918501642673 |
| 2015-07-01 | 57.1038582842137 |
| 2015-08-01 | 57.1088656575968 |
| 2015-09-01 | 57.0402111356625 |
| 2015-10-01 | 57.2569706982340 |
| 2015-11-01 | 57.3262224385818 |
| 2015-12-01 | 57.3719219472947 |
| 2016-01-01 | 57.3872192602422 |
| 2016-02-01 | 57.1204746282147 |
| 2016-03-01 | 57.1812718982225 |
| 2016-04-01 | 57.1340935579678 |
| 2016-05-01 | 56.9199551573408 |
| 2016-06-01 | 56.7803462996662 |
| 2016-07-01 | 57.1562990928646 |
| 2016-08-01 | 57.0127436370876 |
| 2016-09-01 | 57.1561149389317 |
| 2016-10-01 | 57.1602960051510 |
| 2016-11-01 | 57.0297236355079 |
| 2016-12-01 | 57.0001727809395 |
| 2017-01-01 | 57.0555743289090 |
| 2017-02-01 | 57.2000176831025 |
| 2017-03-01 | 57.2012673178439 |
| 2017-04-01 | 57.3420649714067 |
| 2017-05-01 | 57.4477561422549 |
| 2017-06-01 | 57.6426235099776 |
| 2017-07-01 | 57.6142995543597 |
| 2017-08-01 | 57.7118882869452 |
| 2017-09-01 | 57.7556049528656 |
| 2017-10-01 | 57.7597781198825 |
| 2017-11-01 | 57.8397311381015 |
| 2017-12-01 | 57.9309238979945 |
| 2018-01-01 | 57.9461451106261 |
| 2018-02-01 | 57.8827507793647 |
| 2018-03-01 | 58.3284556519191 |
| 2018-04-01 | 58.2653018203542 |
| 2018-05-01 | 58.3748826898088 |
| 2018-06-01 | 58.3991310260706 |
| 2018-07-01 | 58.5777779927107 |
| 2018-08-01 | 58.5150255737414 |
| 2018-09-01 | 58.6453228325436 |
| 2018-10-01 | 58.8719463999258 |
| 2018-11-01 | 59.0492608109656 |
| 2018-12-01 | 59.1564522916715 |
| 2019-01-01 | 59.2352626859780 |
| 2019-02-01 | 59.2801172449267 |
| 2019-03-01 | 59.4352600809141 |
| 2019-04-01 | 59.6983388353741 |
| 2019-05-01 | 59.9065263570831 |
| 2019-06-01 | 59.9520110703332 |
| 2019-07-01 | 59.9368685299720 |
| 2019-08-01 | 60.0982063941238 |
| 2019-09-01 | 60.0337303822876 |
| 2019-10-01 | 60.0933936895170 |
| 2019-11-01 | 60.1573592502749 |
| 2019-12-01 | 60.1746129289469 |
| 2020-01-01 | 60.4235637161455 |
| 2020-02-01 | 60.4734697994207 |
| 2020-03-01 | 60.4330150219008 |
| 2020-04-01 | 56.0907899790125 |
| 2020-05-01 | 57.4432166915947 |
| 2020-06-01 | 57.5841327927445 |
| 2020-07-01 | 57.4826826553942 |
| 2020-08-01 | 57.7294544466988 |
| 2020-09-01 | 57.9469443671052 |
| 2020-10-01 | 58.1397817706495 |
| 2020-11-01 | 57.8670487413225 |
| 2020-12-01 | 57.9725505255546 |
| 2021-01-01 | 58.0519603249086 |
| 2021-02-01 | 58.0938023255769 |
| 2021-03-01 | 58.1655701283858 |
| 2021-04-01 | 58.1204749835800 |
| 2021-05-01 | 58.0760158855816 |
| 2021-06-01 | 57.8803386656289 |
| 2021-07-01 | 58.1626556336243 |
| 2021-08-01 | 58.2090164373626 |
| 2021-09-01 | 58.4410808733696 |
| 2021-10-01 | 58.6740991890674 |
| 2021-11-01 | 58.8877114290011 |
| 2021-12-01 | 59.0827409726347 |
| 2022-01-01 | 59.0501142473197 |
| 2022-02-01 | 59.1870669893552 |
| 2022-03-01 | 59.3518434557942 |
| 2022-04-01 | 59.5362136664209 |
| 2022-05-01 | 59.6922945499464 |
| 2022-06-01 | 59.7503071537211 |
| 2022-07-01 | 60.3159156464785 |
| 2022-08-01 | 60.5584026968658 |
| 2022-09-01 | 60.6364272368719 |
| 2022-10-01 | 60.8062669519028 |
| 2022-11-01 | 61.0132253380425 |
| 2022-12-01 | 61.0848157966081 |
| 2023-01-01 | 61.3826698959590 |
| 2023-02-01 | 61.6114225751754 |
| 2023-03-01 | 61.7505757246184 |
| 2023-04-01 | 61.9510555521997 |
| 2023-05-01 | 62.0938941726790 |
| 2023-06-01 | 62.6099549632374 |
| 2023-07-01 | 62.4644445535086 |
| 2023-08-01 | 62.7178071905836 |
| 2023-09-01 | 62.8427710360462 |
| 2023-10-01 | 62.9299857002534 |
| 2023-11-01 | 63.1460757452650 |
| 2023-12-01 | 63.2858821890860 |
| 2024-01-01 | 63.4093346569161 |
| 2024-02-01 | 63.6392111602246 |
| 2024-03-01 | 63.7511983336869 |
| 2024-04-01 | 63.7458530271459 |
| 2024-05-01 | 63.8778882053851 |
| 2024-06-01 | 63.8952777544144 |
| 2024-07-01 | 63.9360262444250 |
| 2024-08-01 | 63.9980168598674 |
| 2024-09-01 | 64.0594311937755 |
| 2024-10-01 | 64.0499621481150 |
| 2024-11-01 | 64.0767176393637 |
| 2024-12-01 | 64.2791841019580 |
| 2025-01-01 | 64.4192191234444 |
| 2025-02-01 | 64.4456101700492 |
| 2025-03-01 | 64.6414907679834 |
| 2025-04-01 | 64.8364421658191 |
| 2025-05-01 | 65.0599135066258 |
| 2025-06-01 | 65.1800164408629 |
| 2025-07-01 | 65.4108754962977 |
| 2025-08-01 | 65.4818684310132 |
| 2025-09-01 | 65.5669716266658 |
| 2025-10-01 | 66.0549654351639 |
| 2025-11-01 | 65.8073996375628 |
| 2025-12-01 | 66.3774357920270 |
| 2026-01-01 | 65.0199793169950 |
| 2026-02-01 | 65.1579173849823 |
| 2026-03-01 | 66.4546495145206 |
| 2026-04-01 | 66.7323836625805 |
| 2026-05-01 | 66.5459897770390 |