Table Data - All Employees: Professional and Business Services: Management, Scientific, and Technical Consulting Services in Pennsylvania
| Title | All Employees: Professional and Business Services: Management, Scientific, and Technical Consulting Services in Pennsylvania |
|---|---|
| Series ID | SMU42000006054160001SA |
| 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 | 1991-01-01 to 2026-08-01 |
| Last Updated | 2026-09-18 11:34 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 |
|---|---|
| 1991-01-01 | 17.9075001789 |
| 1991-02-01 | 17.9553989127 |
| 1991-03-01 | 18.0220708021 |
| 1991-04-01 | 17.8575657777 |
| 1991-05-01 | 17.7741926335 |
| 1991-06-01 | 17.7488876665 |
| 1991-07-01 | 17.7930528999 |
| 1991-08-01 | 17.7693930986 |
| 1991-09-01 | 17.8722189309 |
| 1991-10-01 | 17.3144501965 |
| 1991-11-01 | 17.5551197286 |
| 1991-12-01 | 17.6166312953 |
| 1992-01-01 | 17.8228494758 |
| 1992-02-01 | 17.7586995353 |
| 1992-03-01 | 17.9286902672 |
| 1992-04-01 | 17.4567375392 |
| 1992-05-01 | 17.4668768560 |
| 1992-06-01 | 17.4422118539 |
| 1992-07-01 | 17.2941096916 |
| 1992-08-01 | 17.3679270081 |
| 1992-09-01 | 17.3650442667 |
| 1992-10-01 | 17.3183494463 |
| 1992-11-01 | 17.2492640131 |
| 1992-12-01 | 17.3049263252 |
| 1993-01-01 | 17.4539379167 |
| 1993-02-01 | 17.4707188598 |
| 1993-03-01 | 17.5418067385 |
| 1993-04-01 | 18.0469881540 |
| 1993-05-01 | 17.8499737387 |
| 1993-06-01 | 18.0166745598 |
| 1993-07-01 | 18.3059245632 |
| 1993-08-01 | 18.3715903830 |
| 1993-09-01 | 18.4671946240 |
| 1993-10-01 | 18.7183996429 |
| 1993-11-01 | 18.8365314481 |
| 1993-12-01 | 18.8860022062 |
| 1994-01-01 | 18.8892299172 |
| 1994-02-01 | 18.9901124463 |
| 1994-03-01 | 19.0560587467 |
| 1994-04-01 | 19.3439381283 |
| 1994-05-01 | 19.4420337099 |
| 1994-06-01 | 19.3795804411 |
| 1994-07-01 | 20.6032939992 |
| 1994-08-01 | 20.6697411216 |
| 1994-09-01 | 20.9727906633 |
| 1994-10-01 | 21.1173977123 |
| 1994-11-01 | 21.5336412577 |
| 1994-12-01 | 21.6649107157 |
| 1995-01-01 | 21.8243413000 |
| 1995-02-01 | 22.0189958421 |
| 1995-03-01 | 22.0703776784 |
| 1995-04-01 | 22.0448999534 |
| 1995-05-01 | 22.2394662393 |
| 1995-06-01 | 22.4245277925 |
| 1995-07-01 | 22.4977612180 |
| 1995-08-01 | 22.8653054023 |
| 1995-09-01 | 23.3816363048 |
| 1995-10-01 | 22.7282170327 |
| 1995-11-01 | 22.7222226618 |
| 1995-12-01 | 22.8377329136 |
| 1996-01-01 | 22.7537534678 |
| 1996-02-01 | 23.0603680413 |
| 1996-03-01 | 23.3724285863 |
| 1996-04-01 | 23.6628350462 |
| 1996-05-01 | 23.7557739326 |
| 1996-06-01 | 23.7757256733 |
| 1996-07-01 | 23.5695414032 |
| 1996-08-01 | 23.4404464336 |
| 1996-09-01 | 23.8861659507 |
| 1996-10-01 | 24.3449885321 |
| 1996-11-01 | 24.5202103880 |
| 1996-12-01 | 24.7126258542 |
| 1997-01-01 | 25.0776834809 |
| 1997-02-01 | 25.2127082320 |
| 1997-03-01 | 25.2732983116 |
| 1997-04-01 | 25.3747301374 |
| 1997-05-01 | 25.5773983550 |
| 1997-06-01 | 25.8303459164 |
| 1997-07-01 | 26.1415966535 |
| 1997-08-01 | 26.3141336640 |
| 1997-09-01 | 26.5865816578 |
| 1997-10-01 | 26.7582805765 |
| 1997-11-01 | 26.8069969688 |
| 1997-12-01 | 27.1999018403 |
| 1998-01-01 | 27.6068141256 |
| 1998-02-01 | 27.9596083958 |
| 1998-03-01 | 27.8751576176 |
| 1998-04-01 | 27.8839996846 |
| 1998-05-01 | 28.2011542558 |
| 1998-06-01 | 28.6121970118 |
| 1998-07-01 | 28.7034741403 |
| 1998-08-01 | 28.7662311542 |
| 1998-09-01 | 28.7641515890 |
| 1998-10-01 | 28.7723709890 |
| 1998-11-01 | 29.0065895217 |
| 1998-12-01 | 29.1008978714 |
| 1999-01-01 | 28.9553399592 |
| 1999-02-01 | 29.0020334877 |
| 1999-03-01 | 29.3943536444 |
| 1999-04-01 | 30.7677561331 |
| 1999-05-01 | 31.0073911220 |
| 1999-06-01 | 31.1043547708 |
| 1999-07-01 | 33.0683099460 |
| 1999-08-01 | 33.2184435574 |
| 1999-09-01 | 32.2256763497 |
| 1999-10-01 | 33.3882666339 |
| 1999-11-01 | 34.0041917954 |
| 1999-12-01 | 34.6041959333 |
| 2000-01-01 | 34.5364167833 |
| 2000-02-01 | 34.5388871730 |
| 2000-03-01 | 34.7113870864 |
| 2000-04-01 | 36.1452484620 |
| 2000-05-01 | 36.2979643605 |
| 2000-06-01 | 36.6168396022 |
| 2000-07-01 | 36.9356776758 |
| 2000-08-01 | 37.1656194511 |
| 2000-09-01 | 37.2617189663 |
| 2000-10-01 | 38.0931139873 |
| 2000-11-01 | 38.4077126679 |
| 2000-12-01 | 38.5074554577 |
| 2001-01-01 | 39.9414129240 |
| 2001-02-01 | 40.2759712659 |
| 2001-03-01 | 40.3445268591 |
| 2001-04-01 | 40.2225522748 |
| 2001-05-01 | 40.1852704626 |
| 2001-06-01 | 40.1206725398 |
| 2001-07-01 | 39.9918257208 |
| 2001-08-01 | 40.2356712798 |
| 2001-09-01 | 39.9103519364 |
| 2001-10-01 | 39.5630686119 |
| 2001-11-01 | 39.2036037212 |
| 2001-12-01 | 38.9993913837 |
| 2002-01-01 | 39.6497964419 |
| 2002-02-01 | 39.8110444451 |
| 2002-03-01 | 39.8746332252 |
| 2002-04-01 | 40.5331945137 |
| 2002-05-01 | 40.6834491115 |
| 2002-06-01 | 41.2274126505 |
| 2002-07-01 | 40.8412840247 |
| 2002-08-01 | 40.9090686330 |
| 2002-09-01 | 40.9581875618 |
| 2002-10-01 | 40.6196096855 |
| 2002-11-01 | 40.9935864425 |
| 2002-12-01 | 41.1725935194 |
| 2003-01-01 | 41.1322724157 |
| 2003-02-01 | 41.0605915196 |
| 2003-03-01 | 41.3266293279 |
| 2003-04-01 | 40.5661909946 |
| 2003-05-01 | 40.0957971551 |
| 2003-06-01 | 39.5141509625 |
| 2003-07-01 | 39.0806012778 |
| 2003-08-01 | 38.6940894197 |
| 2003-09-01 | 38.7320401032 |
| 2003-10-01 | 37.9630887482 |
| 2003-11-01 | 37.6868184759 |
| 2003-12-01 | 37.1369288256 |
| 2004-01-01 | 36.6690418086 |
| 2004-02-01 | 36.8124780010 |
| 2004-03-01 | 36.7778365786 |
| 2004-04-01 | 36.9089494126 |
| 2004-05-01 | 37.2066023610 |
| 2004-06-01 | 37.6051834245 |
| 2004-07-01 | 38.0422821488 |
| 2004-08-01 | 38.0772877242 |
| 2004-09-01 | 38.2311435963 |
| 2004-10-01 | 38.7076082656 |
| 2004-11-01 | 38.8712304832 |
| 2004-12-01 | 39.2183413740 |
| 2005-01-01 | 39.2587266206 |
| 2005-02-01 | 39.4498828320 |
| 2005-03-01 | 39.7409156881 |
| 2005-04-01 | 39.6398736627 |
| 2005-05-01 | 39.8130053962 |
| 2005-06-01 | 39.6969702927 |
| 2005-07-01 | 40.3037185598 |
| 2005-08-01 | 40.4734506346 |
| 2005-09-01 | 40.7690589327 |
| 2005-10-01 | 40.5601855686 |
| 2005-11-01 | 41.2692948913 |
| 2005-12-01 | 41.3279466042 |
| 2006-01-01 | 41.0055809286 |
| 2006-02-01 | 40.8470642538 |
| 2006-03-01 | 40.8815897331 |
| 2006-04-01 | 40.8590160186 |
| 2006-05-01 | 40.8016309387 |
| 2006-06-01 | 40.9018038967 |
| 2006-07-01 | 40.3973212398 |
| 2006-08-01 | 40.7668625964 |
| 2006-09-01 | 40.7248454607 |
| 2006-10-01 | 40.5444900441 |
| 2006-11-01 | 40.2724769651 |
| 2006-12-01 | 40.3506829529 |
| 2007-01-01 | 40.6413898329 |
| 2007-02-01 | 40.6224477718 |
| 2007-03-01 | 40.6150298765 |
| 2007-04-01 | 40.8460621271 |
| 2007-05-01 | 40.9723535902 |
| 2007-06-01 | 41.0086946167 |
| 2007-07-01 | 40.8941742356 |
| 2007-08-01 | 41.1653046591 |
| 2007-09-01 | 41.0950232454 |
| 2007-10-01 | 41.3603037878 |
| 2007-11-01 | 41.3912752143 |
| 2007-12-01 | 41.3945705147 |
| 2008-01-01 | 41.5681617222 |
| 2008-02-01 | 41.6669154070 |
| 2008-03-01 | 41.5294454079 |
| 2008-04-01 | 41.9194848456 |
| 2008-05-01 | 41.9390390283 |
| 2008-06-01 | 41.9180907316 |
| 2008-07-01 | 42.2015891488 |
| 2008-08-01 | 42.0603360377 |
| 2008-09-01 | 42.1599274755 |
| 2008-10-01 | 42.0950425585 |
| 2008-11-01 | 42.1023966262 |
| 2008-12-01 | 41.9401006663 |
| 2009-01-01 | 41.8288918732 |
| 2009-02-01 | 41.6091440504 |
| 2009-03-01 | 41.3283374988 |
| 2009-04-01 | 40.8946541225 |
| 2009-05-01 | 40.7176248580 |
| 2009-06-01 | 40.4183015166 |
| 2009-07-01 | 40.1814207807 |
| 2009-08-01 | 40.0501846535 |
| 2009-09-01 | 40.0112693170 |
| 2009-10-01 | 40.1503202946 |
| 2009-11-01 | 40.1149210400 |
| 2009-12-01 | 40.2784941682 |
| 2010-01-01 | 40.2076459486 |
| 2010-02-01 | 40.3648872606 |
| 2010-03-01 | 40.6193195515 |
| 2010-04-01 | 40.8797521321 |
| 2010-05-01 | 41.1084465741 |
| 2010-06-01 | 41.1988803072 |
| 2010-07-01 | 41.3674684435 |
| 2010-08-01 | 41.5283500621 |
| 2010-09-01 | 41.5328368473 |
| 2010-10-01 | 41.8105010015 |
| 2010-11-01 | 42.1267419345 |
| 2010-12-01 | 42.1946358650 |
| 2011-01-01 | 42.6180492194 |
| 2011-02-01 | 42.7536776995 |
| 2011-03-01 | 42.7064346494 |
| 2011-04-01 | 42.8719778872 |
| 2011-05-01 | 42.9006219319 |
| 2011-06-01 | 43.1720356003 |
| 2011-07-01 | 43.4569425347 |
| 2011-08-01 | 43.7007845494 |
| 2011-09-01 | 43.9224986358 |
| 2011-10-01 | 44.1694771355 |
| 2011-11-01 | 44.2282266340 |
| 2011-12-01 | 44.5083937201 |
| 2012-01-01 | 44.5312610692 |
| 2012-02-01 | 45.0616392547 |
| 2012-03-01 | 45.3096511992 |
| 2012-04-01 | 45.3675160262 |
| 2012-05-01 | 45.6012476128 |
| 2012-06-01 | 45.8413073666 |
| 2012-07-01 | 46.0576183910 |
| 2012-08-01 | 46.1762319550 |
| 2012-09-01 | 46.1987274598 |
| 2012-10-01 | 46.1964079154 |
| 2012-11-01 | 46.4216640245 |
| 2012-12-01 | 46.6108209459 |
| 2013-01-01 | 46.7610688664 |
| 2013-02-01 | 46.7823877952 |
| 2013-03-01 | 46.9015635871 |
| 2013-04-01 | 47.2759148141 |
| 2013-05-01 | 47.3136323558 |
| 2013-06-01 | 47.4316320675 |
| 2013-07-01 | 47.2492314302 |
| 2013-08-01 | 47.2626752887 |
| 2013-09-01 | 47.4689014811 |
| 2013-10-01 | 47.0026660771 |
| 2013-11-01 | 46.9890820391 |
| 2013-12-01 | 46.8113488312 |
| 2014-01-01 | 47.0921967052 |
| 2014-02-01 | 47.2087485411 |
| 2014-03-01 | 47.2943228318 |
| 2014-04-01 | 47.1914241151 |
| 2014-05-01 | 47.3405574225 |
| 2014-06-01 | 47.1274334865 |
| 2014-07-01 | 47.1419996610 |
| 2014-08-01 | 47.2580606907 |
| 2014-09-01 | 47.4453772198 |
| 2014-10-01 | 47.4751998023 |
| 2014-11-01 | 47.6604106427 |
| 2014-12-01 | 47.6194513041 |
| 2015-01-01 | 47.5235364509 |
| 2015-02-01 | 47.2205474107 |
| 2015-03-01 | 47.2831817960 |
| 2015-04-01 | 47.9055517070 |
| 2015-05-01 | 47.9657297716 |
| 2015-06-01 | 48.2386292014 |
| 2015-07-01 | 48.4311152514 |
| 2015-08-01 | 48.5560250971 |
| 2015-09-01 | 48.8400438829 |
| 2015-10-01 | 49.1394874931 |
| 2015-11-01 | 49.3276253413 |
| 2015-12-01 | 49.6493480030 |
| 2016-01-01 | 49.7333272871 |
| 2016-02-01 | 49.9156412899 |
| 2016-03-01 | 50.0906018780 |
| 2016-04-01 | 50.0101320089 |
| 2016-05-01 | 49.9871504587 |
| 2016-06-01 | 49.9409371929 |
| 2016-07-01 | 50.2114058989 |
| 2016-08-01 | 50.2627912453 |
| 2016-09-01 | 50.2511518636 |
| 2016-10-01 | 50.2023538557 |
| 2016-11-01 | 50.2257073252 |
| 2016-12-01 | 50.0979831499 |
| 2017-01-01 | 50.0203121643 |
| 2017-02-01 | 50.0890035105 |
| 2017-03-01 | 50.2902118517 |
| 2017-04-01 | 50.2057261838 |
| 2017-05-01 | 50.2949043089 |
| 2017-06-01 | 50.4375412279 |
| 2017-07-01 | 50.6007937174 |
| 2017-08-01 | 50.7804739210 |
| 2017-09-01 | 50.8706674620 |
| 2017-10-01 | 50.9839765573 |
| 2017-11-01 | 50.9391069823 |
| 2017-12-01 | 50.9472383573 |
| 2018-01-01 | 50.9790711861 |
| 2018-02-01 | 51.0632719424 |
| 2018-03-01 | 50.8882302479 |
| 2018-04-01 | 50.9926957348 |
| 2018-05-01 | 50.7954883913 |
| 2018-06-01 | 50.6256833338 |
| 2018-07-01 | 50.5030426775 |
| 2018-08-01 | 50.4134107613 |
| 2018-09-01 | 50.1826701547 |
| 2018-10-01 | 50.1834382443 |
| 2018-11-01 | 50.1611634182 |
| 2018-12-01 | 50.0770617951 |
| 2019-01-01 | 50.1282485888 |
| 2019-02-01 | 50.1399021173 |
| 2019-03-01 | 49.9798843464 |
| 2019-04-01 | 50.2721466337 |
| 2019-05-01 | 50.5934512067 |
| 2019-06-01 | 50.7307788750 |
| 2019-07-01 | 50.9227124325 |
| 2019-08-01 | 50.9545506234 |
| 2019-09-01 | 50.9707407492 |
| 2019-10-01 | 50.7955715447 |
| 2019-11-01 | 51.0736526676 |
| 2019-12-01 | 51.0785702792 |
| 2020-01-01 | 51.2789664670 |
| 2020-02-01 | 51.3289308045 |
| 2020-03-01 | 51.3638303593 |
| 2020-04-01 | 49.2691949310 |
| 2020-05-01 | 49.6128985823 |
| 2020-06-01 | 49.4384621005 |
| 2020-07-01 | 49.0497826164 |
| 2020-08-01 | 48.9885386728 |
| 2020-09-01 | 49.2311905348 |
| 2020-10-01 | 49.5166024948 |
| 2020-11-01 | 49.5744398288 |
| 2020-12-01 | 50.0518246480 |
| 2021-01-01 | 50.5557140483 |
| 2021-02-01 | 50.8205725334 |
| 2021-03-01 | 51.2256781129 |
| 2021-04-01 | 51.5872441038 |
| 2021-05-01 | 51.9553820420 |
| 2021-06-01 | 52.4502408203 |
| 2021-07-01 | 52.9852772252 |
| 2021-08-01 | 53.4140044717 |
| 2021-09-01 | 53.9796458505 |
| 2021-10-01 | 54.5212476608 |
| 2021-11-01 | 55.1795908246 |
| 2021-12-01 | 55.5048486983 |
| 2022-01-01 | 55.4455625610 |
| 2022-02-01 | 55.9202616235 |
| 2022-03-01 | 56.2720154094 |
| 2022-04-01 | 56.8205399531 |
| 2022-05-01 | 57.1196545532 |
| 2022-06-01 | 57.2687168967 |
| 2022-07-01 | 57.7111538617 |
| 2022-08-01 | 57.9267279011 |
| 2022-09-01 | 58.2319094150 |
| 2022-10-01 | 58.2130881644 |
| 2022-11-01 | 58.2867034093 |
| 2022-12-01 | 58.3567163958 |
| 2023-01-01 | 58.5465882648 |
| 2023-02-01 | 58.7125433377 |
| 2023-03-01 | 58.8222740762 |
| 2023-04-01 | 58.8553733566 |
| 2023-05-01 | 58.7635547762 |
| 2023-06-01 | 59.2037006054 |
| 2023-07-01 | 58.9333926656 |
| 2023-08-01 | 59.1331678055 |
| 2023-09-01 | 59.1035345251 |
| 2023-10-01 | 58.7899946344 |
| 2023-11-01 | 59.0081763864 |
| 2023-12-01 | 58.9194289565 |
| 2024-01-01 | 58.8366982872 |
| 2024-02-01 | 59.0955378490 |
| 2024-03-01 | 59.1834630949 |
| 2024-04-01 | 59.0861956944 |
| 2024-05-01 | 59.2915333198 |
| 2024-06-01 | 59.5379648086 |
| 2024-07-01 | 59.5513519574 |
| 2024-08-01 | 59.6367267563 |
| 2024-09-01 | 59.7927381706 |
| 2024-10-01 | 60.1734670242 |
| 2024-11-01 | 60.1249952417 |
| 2024-12-01 | 60.3981200480 |
| 2025-01-01 | 60.3262078937 |
| 2025-02-01 | 60.1689550915 |
| 2025-03-01 | 60.2503558636 |
| 2025-04-01 | 60.3143862199 |
| 2025-05-01 | 60.0925905991 |
| 2025-06-01 | 60.1672895854 |
| 2025-07-01 | 60.4697315795 |
| 2025-08-01 | 60.1508243803 |
| 2025-09-01 | 60.0995686035 |
| 2025-10-01 | 61.8508949203 |
| 2025-11-01 | 61.2468992191 |
| 2025-12-01 | 61.5812627457 |
| 2026-01-01 | 61.7043384027 |
| 2026-02-01 | 61.5512897597 |
| 2026-03-01 | 60.3316974407 |
| 2026-04-01 | 59.9225395202 |
| 2026-05-01 | 60.0942510271 |
| 2026-06-01 | 59.6923305282 |
| 2026-07-01 | 58.2777992425 |
| 2026-08-01 | 58.2662556880 |