Table Data - All Employees: Professional and Business Services: Computer Systems Design and Related Services in Pennsylvania
| Title | All Employees: Professional and Business Services: Computer Systems Design and Related Services in Pennsylvania |
|---|---|
| Series ID | SMU42000006054150001SA |
| 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 10:22 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 | 17.9914097265 |
| 1990-02-01 | 18.0495497895 |
| 1990-03-01 | 18.2078318043 |
| 1990-04-01 | 18.4364729527 |
| 1990-05-01 | 18.5881759512 |
| 1990-06-01 | 18.6029088078 |
| 1990-07-01 | 18.8641051050 |
| 1990-08-01 | 18.8996378297 |
| 1990-09-01 | 19.0862754679 |
| 1990-10-01 | 18.9241163278 |
| 1990-11-01 | 18.8858996413 |
| 1990-12-01 | 18.7294251351 |
| 1991-01-01 | 19.0141180474 |
| 1991-02-01 | 18.8687315998 |
| 1991-03-01 | 18.9094747238 |
| 1991-04-01 | 18.7472631674 |
| 1991-05-01 | 18.7952459143 |
| 1991-06-01 | 18.8044311780 |
| 1991-07-01 | 18.6669218961 |
| 1991-08-01 | 18.6840452980 |
| 1991-09-01 | 18.6630914808 |
| 1991-10-01 | 18.9051074787 |
| 1991-11-01 | 19.0500896915 |
| 1991-12-01 | 19.1021444467 |
| 1992-01-01 | 19.9741881787 |
| 1992-02-01 | 20.0101427448 |
| 1992-03-01 | 20.0184155565 |
| 1992-04-01 | 20.4692530391 |
| 1992-05-01 | 20.5142666597 |
| 1992-06-01 | 20.5936837487 |
| 1992-07-01 | 20.5725427389 |
| 1992-08-01 | 20.5595494865 |
| 1992-09-01 | 20.5371140479 |
| 1992-10-01 | 21.8619058177 |
| 1992-11-01 | 21.7868091799 |
| 1992-12-01 | 21.7516150818 |
| 1993-01-01 | 21.9734994657 |
| 1993-02-01 | 21.9666862479 |
| 1993-03-01 | 21.9546159965 |
| 1993-04-01 | 21.5876331556 |
| 1993-05-01 | 21.6347627924 |
| 1993-06-01 | 21.4815845657 |
| 1993-07-01 | 22.0720908366 |
| 1993-08-01 | 22.1366274631 |
| 1993-09-01 | 22.1146733059 |
| 1993-10-01 | 21.9970483979 |
| 1993-11-01 | 22.1035887419 |
| 1993-12-01 | 22.4024465412 |
| 1994-01-01 | 21.5851331989 |
| 1994-02-01 | 21.8253129460 |
| 1994-03-01 | 21.9974448326 |
| 1994-04-01 | 22.2244942519 |
| 1994-05-01 | 22.3597103555 |
| 1994-06-01 | 22.3690665522 |
| 1994-07-01 | 22.3488323737 |
| 1994-08-01 | 22.6017790954 |
| 1994-09-01 | 22.9051849072 |
| 1994-10-01 | 22.9330191669 |
| 1994-11-01 | 23.1235676855 |
| 1994-12-01 | 23.6613264288 |
| 1995-01-01 | 23.4793000865 |
| 1995-02-01 | 23.7963623448 |
| 1995-03-01 | 24.2602050267 |
| 1995-04-01 | 24.5383369461 |
| 1995-05-01 | 24.7619654753 |
| 1995-06-01 | 25.0589346520 |
| 1995-07-01 | 25.1242781542 |
| 1995-08-01 | 25.2669436936 |
| 1995-09-01 | 25.5149237887 |
| 1995-10-01 | 25.6767178410 |
| 1995-11-01 | 25.8593460811 |
| 1995-12-01 | 26.2374033381 |
| 1996-01-01 | 26.0505426067 |
| 1996-02-01 | 26.3542439648 |
| 1996-03-01 | 26.4087052381 |
| 1996-04-01 | 26.5545702536 |
| 1996-05-01 | 26.7580531739 |
| 1996-06-01 | 27.0442000973 |
| 1996-07-01 | 27.3953484033 |
| 1996-08-01 | 27.6315529485 |
| 1996-09-01 | 28.0502731049 |
| 1996-10-01 | 28.6276196956 |
| 1996-11-01 | 29.0249661009 |
| 1996-12-01 | 29.2197916217 |
| 1997-01-01 | 29.4907099395 |
| 1997-02-01 | 29.8867908271 |
| 1997-03-01 | 29.9549910264 |
| 1997-04-01 | 30.2624021778 |
| 1997-05-01 | 30.6502345069 |
| 1997-06-01 | 31.0372978225 |
| 1997-07-01 | 31.5761172105 |
| 1997-08-01 | 31.9039324326 |
| 1997-09-01 | 32.1061395279 |
| 1997-10-01 | 32.2826664554 |
| 1997-11-01 | 32.5978932186 |
| 1997-12-01 | 33.0101144324 |
| 1998-01-01 | 33.7885612777 |
| 1998-02-01 | 33.9822686688 |
| 1998-03-01 | 34.3892620654 |
| 1998-04-01 | 35.5007849055 |
| 1998-05-01 | 36.0590259715 |
| 1998-06-01 | 36.2483630736 |
| 1998-07-01 | 36.4649923193 |
| 1998-08-01 | 36.8748517573 |
| 1998-09-01 | 37.1383153323 |
| 1998-10-01 | 37.5644146454 |
| 1998-11-01 | 38.2798435683 |
| 1998-12-01 | 38.2686771354 |
| 1999-01-01 | 38.2529011132 |
| 1999-02-01 | 38.3818387770 |
| 1999-03-01 | 39.2192090091 |
| 1999-04-01 | 39.8543291837 |
| 1999-05-01 | 39.7822251108 |
| 1999-06-01 | 40.0761694791 |
| 1999-07-01 | 40.7721631549 |
| 1999-08-01 | 40.6568445726 |
| 1999-09-01 | 40.9512173359 |
| 1999-10-01 | 39.4523980789 |
| 1999-11-01 | 39.4366873845 |
| 1999-12-01 | 39.5837439748 |
| 2000-01-01 | 41.2208536254 |
| 2000-02-01 | 41.5786274788 |
| 2000-03-01 | 41.8526939244 |
| 2000-04-01 | 40.7413713021 |
| 2000-05-01 | 41.0213403852 |
| 2000-06-01 | 41.3124823148 |
| 2000-07-01 | 43.2898135704 |
| 2000-08-01 | 43.5482589844 |
| 2000-09-01 | 43.6365382599 |
| 2000-10-01 | 41.8311853228 |
| 2000-11-01 | 41.9799302945 |
| 2000-12-01 | 42.0660625269 |
| 2001-01-01 | 42.6034059298 |
| 2001-02-01 | 42.5891189468 |
| 2001-03-01 | 42.3895702798 |
| 2001-04-01 | 41.8381503610 |
| 2001-05-01 | 42.1685826816 |
| 2001-06-01 | 42.3561585810 |
| 2001-07-01 | 41.7942056786 |
| 2001-08-01 | 41.6450372955 |
| 2001-09-01 | 41.5251430709 |
| 2001-10-01 | 41.0011306345 |
| 2001-11-01 | 40.9062733871 |
| 2001-12-01 | 40.9514526497 |
| 2002-01-01 | 40.6000332423 |
| 2002-02-01 | 40.3017713158 |
| 2002-03-01 | 40.0441018311 |
| 2002-04-01 | 39.6197088344 |
| 2002-05-01 | 39.3068541033 |
| 2002-06-01 | 39.1945535061 |
| 2002-07-01 | 39.0901524062 |
| 2002-08-01 | 38.7341648250 |
| 2002-09-01 | 38.4974244626 |
| 2002-10-01 | 38.2864676402 |
| 2002-11-01 | 38.1593300557 |
| 2002-12-01 | 37.9627447308 |
| 2003-01-01 | 37.7027819508 |
| 2003-02-01 | 37.6305515837 |
| 2003-03-01 | 37.3968319002 |
| 2003-04-01 | 37.8539529498 |
| 2003-05-01 | 38.3255230433 |
| 2003-06-01 | 38.6230437607 |
| 2003-07-01 | 38.8652104032 |
| 2003-08-01 | 39.4262712961 |
| 2003-09-01 | 39.8879338515 |
| 2003-10-01 | 40.4762831523 |
| 2003-11-01 | 40.8311882226 |
| 2003-12-01 | 41.4166291297 |
| 2004-01-01 | 41.2225032326 |
| 2004-02-01 | 41.4447771823 |
| 2004-03-01 | 41.8618167794 |
| 2004-04-01 | 41.9460100188 |
| 2004-05-01 | 42.2129411076 |
| 2004-06-01 | 42.4335296312 |
| 2004-07-01 | 42.7385933187 |
| 2004-08-01 | 42.9132992988 |
| 2004-09-01 | 43.0936605837 |
| 2004-10-01 | 43.3650232989 |
| 2004-11-01 | 43.6379273146 |
| 2004-12-01 | 43.9182919378 |
| 2005-01-01 | 43.9419712559 |
| 2005-02-01 | 44.1406426683 |
| 2005-03-01 | 44.3221296892 |
| 2005-04-01 | 44.5044285325 |
| 2005-05-01 | 44.4883900646 |
| 2005-06-01 | 44.6432290426 |
| 2005-07-01 | 44.7042827096 |
| 2005-08-01 | 44.7962371785 |
| 2005-09-01 | 45.0151571199 |
| 2005-10-01 | 44.7540687845 |
| 2005-11-01 | 44.7619793868 |
| 2005-12-01 | 45.0509736575 |
| 2006-01-01 | 45.4497030470 |
| 2006-02-01 | 45.6194228691 |
| 2006-03-01 | 45.7888465460 |
| 2006-04-01 | 45.9399703975 |
| 2006-05-01 | 46.0596107690 |
| 2006-06-01 | 46.4565959565 |
| 2006-07-01 | 46.2803270038 |
| 2006-08-01 | 46.2712684009 |
| 2006-09-01 | 46.6407205321 |
| 2006-10-01 | 46.8459810087 |
| 2006-11-01 | 47.0923363104 |
| 2006-12-01 | 47.2889518486 |
| 2007-01-01 | 47.4467058494 |
| 2007-02-01 | 47.7035496782 |
| 2007-03-01 | 47.7342111504 |
| 2007-04-01 | 48.0899331372 |
| 2007-05-01 | 48.5345358234 |
| 2007-06-01 | 48.6768332183 |
| 2007-07-01 | 48.8576633783 |
| 2007-08-01 | 49.0507141123 |
| 2007-09-01 | 49.0707052427 |
| 2007-10-01 | 49.4194211861 |
| 2007-11-01 | 49.7045818536 |
| 2007-12-01 | 49.8196316454 |
| 2008-01-01 | 50.6488544293 |
| 2008-02-01 | 50.9034448356 |
| 2008-03-01 | 50.9765264334 |
| 2008-04-01 | 51.8586700465 |
| 2008-05-01 | 52.1059415250 |
| 2008-06-01 | 52.6015443087 |
| 2008-07-01 | 53.0378383730 |
| 2008-08-01 | 53.5119385226 |
| 2008-09-01 | 53.9183067983 |
| 2008-10-01 | 53.6810289615 |
| 2008-11-01 | 53.8927088387 |
| 2008-12-01 | 53.8618268773 |
| 2009-01-01 | 53.7556176417 |
| 2009-02-01 | 53.6107800922 |
| 2009-03-01 | 53.4014997866 |
| 2009-04-01 | 53.2511215005 |
| 2009-05-01 | 52.7801590393 |
| 2009-06-01 | 52.4276419066 |
| 2009-07-01 | 52.2106597087 |
| 2009-08-01 | 51.9646740945 |
| 2009-09-01 | 51.8716585615 |
| 2009-10-01 | 51.9378793511 |
| 2009-11-01 | 51.9719732222 |
| 2009-12-01 | 52.1137333442 |
| 2010-01-01 | 52.1673001521 |
| 2010-02-01 | 52.2263356323 |
| 2010-03-01 | 52.5141112855 |
| 2010-04-01 | 52.5426833049 |
| 2010-05-01 | 52.8516552005 |
| 2010-06-01 | 53.0583468865 |
| 2010-07-01 | 53.0665670962 |
| 2010-08-01 | 53.2125746732 |
| 2010-09-01 | 53.5332261490 |
| 2010-10-01 | 53.7124687134 |
| 2010-11-01 | 53.8518230226 |
| 2010-12-01 | 54.1910772492 |
| 2011-01-01 | 54.2638068835 |
| 2011-02-01 | 54.4316977858 |
| 2011-03-01 | 54.7149446352 |
| 2011-04-01 | 55.3526913693 |
| 2011-05-01 | 55.4182142751 |
| 2011-06-01 | 55.7721612866 |
| 2011-07-01 | 56.2067007702 |
| 2011-08-01 | 56.6711970242 |
| 2011-09-01 | 56.8986026307 |
| 2011-10-01 | 57.2046012123 |
| 2011-11-01 | 57.6361174725 |
| 2011-12-01 | 57.7706803325 |
| 2012-01-01 | 58.1583912079 |
| 2012-02-01 | 58.6232584353 |
| 2012-03-01 | 58.7273259951 |
| 2012-04-01 | 59.0535964865 |
| 2012-05-01 | 59.2815679659 |
| 2012-06-01 | 59.7847126341 |
| 2012-07-01 | 59.7332058993 |
| 2012-08-01 | 60.0348782578 |
| 2012-09-01 | 60.1643556519 |
| 2012-10-01 | 60.6116427968 |
| 2012-11-01 | 60.7272378022 |
| 2012-12-01 | 60.9657647941 |
| 2013-01-01 | 61.2355603291 |
| 2013-02-01 | 61.4989837118 |
| 2013-03-01 | 62.0487959591 |
| 2013-04-01 | 62.1487569700 |
| 2013-05-01 | 62.3599622362 |
| 2013-06-01 | 62.3842825126 |
| 2013-07-01 | 62.6613487891 |
| 2013-08-01 | 62.9117314858 |
| 2013-09-01 | 63.2153559612 |
| 2013-10-01 | 63.3191502807 |
| 2013-11-01 | 63.5265627038 |
| 2013-12-01 | 63.7527099905 |
| 2014-01-01 | 64.1102494183 |
| 2014-02-01 | 64.2806418728 |
| 2014-03-01 | 64.5698018137 |
| 2014-04-01 | 64.7294948199 |
| 2014-05-01 | 65.2432006960 |
| 2014-06-01 | 65.7873448359 |
| 2014-07-01 | 66.1998567652 |
| 2014-08-01 | 66.5020003605 |
| 2014-09-01 | 66.6501248569 |
| 2014-10-01 | 67.1303372302 |
| 2014-11-01 | 67.7204550411 |
| 2014-12-01 | 68.1458235665 |
| 2015-01-01 | 68.0693252029 |
| 2015-02-01 | 68.6586059134 |
| 2015-03-01 | 68.6968560341 |
| 2015-04-01 | 69.0178814451 |
| 2015-05-01 | 69.1404425816 |
| 2015-06-01 | 68.8649249246 |
| 2015-07-01 | 69.2547597742 |
| 2015-08-01 | 69.2994925934 |
| 2015-09-01 | 69.4756236800 |
| 2015-10-01 | 69.6482690672 |
| 2015-11-01 | 69.6096714507 |
| 2015-12-01 | 69.8235053102 |
| 2016-01-01 | 70.3361800018 |
| 2016-02-01 | 70.3358149735 |
| 2016-03-01 | 70.6198544614 |
| 2016-04-01 | 70.8973601331 |
| 2016-05-01 | 70.9514220357 |
| 2016-06-01 | 71.1236247853 |
| 2016-07-01 | 71.3362052307 |
| 2016-08-01 | 71.4139960765 |
| 2016-09-01 | 71.8770315652 |
| 2016-10-01 | 71.1714924566 |
| 2016-11-01 | 71.3051323638 |
| 2016-12-01 | 71.8118049708 |
| 2017-01-01 | 70.8958103143 |
| 2017-02-01 | 70.6958663400 |
| 2017-03-01 | 70.6306022146 |
| 2017-04-01 | 70.3731095300 |
| 2017-05-01 | 70.3740685618 |
| 2017-06-01 | 70.0612204574 |
| 2017-07-01 | 70.0417026810 |
| 2017-08-01 | 70.0466871107 |
| 2017-09-01 | 69.8741867706 |
| 2017-10-01 | 70.0047580710 |
| 2017-11-01 | 70.2119082738 |
| 2017-12-01 | 70.0673154629 |
| 2018-01-01 | 70.2767932316 |
| 2018-02-01 | 70.3602111021 |
| 2018-03-01 | 70.1872010983 |
| 2018-04-01 | 70.4563111883 |
| 2018-05-01 | 70.5998169264 |
| 2018-06-01 | 70.6964280152 |
| 2018-07-01 | 70.8579681260 |
| 2018-08-01 | 70.9963452640 |
| 2018-09-01 | 70.4613664040 |
| 2018-10-01 | 70.9600539149 |
| 2018-11-01 | 71.0442928890 |
| 2018-12-01 | 70.6857324571 |
| 2019-01-01 | 71.2694019868 |
| 2019-02-01 | 71.2168134072 |
| 2019-03-01 | 70.9087724845 |
| 2019-04-01 | 71.5535898019 |
| 2019-05-01 | 71.5353401675 |
| 2019-06-01 | 71.9369336083 |
| 2019-07-01 | 71.8649322080 |
| 2019-08-01 | 71.9458003330 |
| 2019-09-01 | 72.2437859031 |
| 2019-10-01 | 72.1313804062 |
| 2019-11-01 | 71.9926242108 |
| 2019-12-01 | 71.7598381719 |
| 2020-01-01 | 71.8910198971 |
| 2020-02-01 | 71.8939871833 |
| 2020-03-01 | 71.5819958409 |
| 2020-04-01 | 70.5698587042 |
| 2020-05-01 | 70.6788908360 |
| 2020-06-01 | 70.3771484086 |
| 2020-07-01 | 70.2797418837 |
| 2020-08-01 | 70.4037828705 |
| 2020-09-01 | 70.6900076841 |
| 2020-10-01 | 71.1949859250 |
| 2020-11-01 | 71.6661825848 |
| 2020-12-01 | 72.0098854406 |
| 2021-01-01 | 72.3227352894 |
| 2021-02-01 | 72.6969887857 |
| 2021-03-01 | 73.1377556929 |
| 2021-04-01 | 73.6984335821 |
| 2021-05-01 | 73.7176152640 |
| 2021-06-01 | 74.0344442905 |
| 2021-07-01 | 74.4982305482 |
| 2021-08-01 | 74.7506015082 |
| 2021-09-01 | 74.9099560140 |
| 2021-10-01 | 75.3525339794 |
| 2021-11-01 | 75.8492560496 |
| 2021-12-01 | 76.6352273669 |
| 2022-01-01 | 76.9619408366 |
| 2022-02-01 | 77.5406695007 |
| 2022-03-01 | 77.7825445252 |
| 2022-04-01 | 78.1331105960 |
| 2022-05-01 | 78.3545259200 |
| 2022-06-01 | 78.6050164128 |
| 2022-07-01 | 79.0191695292 |
| 2022-08-01 | 78.9824182473 |
| 2022-09-01 | 78.8148233503 |
| 2022-10-01 | 78.5872736388 |
| 2022-11-01 | 78.3423041547 |
| 2022-12-01 | 77.8746733328 |
| 2023-01-01 | 77.7046105109 |
| 2023-02-01 | 77.4806215812 |
| 2023-03-01 | 77.4571658741 |
| 2023-04-01 | 77.0552287099 |
| 2023-05-01 | 76.9740504500 |
| 2023-06-01 | 76.8823728688 |
| 2023-07-01 | 76.4524692215 |
| 2023-08-01 | 76.4051541947 |
| 2023-09-01 | 76.5140026571 |
| 2023-10-01 | 76.4036801949 |
| 2023-11-01 | 76.3360611300 |
| 2023-12-01 | 76.5395054047 |
| 2024-01-01 | 75.8408721161 |
| 2024-02-01 | 75.5182400506 |
| 2024-03-01 | 75.5565889022 |
| 2024-04-01 | 75.2583958290 |
| 2024-05-01 | 75.1791296404 |
| 2024-06-01 | 75.0529417603 |
| 2024-07-01 | 74.9041180658 |
| 2024-08-01 | 74.7427585964 |
| 2024-09-01 | 74.6161179608 |
| 2024-10-01 | 74.2978811839 |
| 2024-11-01 | 74.3190169814 |
| 2024-12-01 | 74.5290658207 |
| 2025-01-01 | 74.2702881968 |
| 2025-02-01 | 73.8334410480 |
| 2025-03-01 | 73.5944069082 |
| 2025-04-01 | 73.4458121953 |
| 2025-05-01 | 73.0616054635 |
| 2025-06-01 | 72.9321530197 |
| 2025-07-01 | 72.9571119928 |
| 2025-08-01 | 72.7805776568 |
| 2025-09-01 | 72.5483173706 |
| 2025-10-01 | 72.3960284336 |
| 2025-11-01 | 71.8794520528 |
| 2025-12-01 | 71.5185867852 |
| 2026-01-01 | 71.1861471483 |
| 2026-02-01 | 71.5392580812 |
| 2026-03-01 | 71.3598822406 |
| 2026-04-01 | 71.1227228843 |
| 2026-05-01 | 71.1446036386 |
| 2026-06-01 | 70.5271311665 |
| 2026-07-01 | 69.8880481520 |
| 2026-08-01 | 69.4097506266 |
| 2026-09-01 | 69.6183712032 |