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 2026-08-01 |
| 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 | 17.9913250702 |
| 1990-02-01 | 18.0494828178 |
| 1990-03-01 | 18.2077967636 |
| 1990-04-01 | 18.4364717214 |
| 1990-05-01 | 18.5882080883 |
| 1990-06-01 | 18.6029606452 |
| 1990-07-01 | 18.8641925477 |
| 1990-08-01 | 18.8997531240 |
| 1990-09-01 | 19.0864244514 |
| 1990-10-01 | 18.9239269162 |
| 1990-11-01 | 18.8857471195 |
| 1990-12-01 | 18.7295124774 |
| 1991-01-01 | 19.0140390158 |
| 1991-02-01 | 18.8686677359 |
| 1991-03-01 | 18.9094429426 |
| 1991-04-01 | 18.7472639345 |
| 1991-05-01 | 18.7952775376 |
| 1991-06-01 | 18.8044793966 |
| 1991-07-01 | 18.6670066583 |
| 1991-08-01 | 18.6841530400 |
| 1991-09-01 | 18.6632254811 |
| 1991-10-01 | 18.9049344228 |
| 1991-11-01 | 19.0499443761 |
| 1991-12-01 | 19.1022237591 |
| 1992-01-01 | 19.9741172146 |
| 1992-02-01 | 20.0100848643 |
| 1992-03-01 | 20.0183884746 |
| 1992-04-01 | 20.4692555484 |
| 1992-05-01 | 20.5142960349 |
| 1992-06-01 | 20.5937248972 |
| 1992-07-01 | 20.5726211279 |
| 1992-08-01 | 20.5596467979 |
| 1992-09-01 | 20.5372336166 |
| 1992-10-01 | 21.8617541033 |
| 1992-11-01 | 21.7866790559 |
| 1992-12-01 | 21.7516690563 |
| 1993-01-01 | 21.9734395116 |
| 1993-02-01 | 21.9666380567 |
| 1993-03-01 | 21.9545979640 |
| 1993-04-01 | 21.5876417799 |
| 1993-05-01 | 21.6347926287 |
| 1993-06-01 | 21.4816183837 |
| 1993-07-01 | 22.0721539772 |
| 1993-08-01 | 22.1367077534 |
| 1993-09-01 | 22.1147820522 |
| 1993-10-01 | 21.9969125687 |
| 1993-11-01 | 22.1034761500 |
| 1993-12-01 | 22.4024752724 |
| 1994-01-01 | 21.5850841858 |
| 1994-02-01 | 21.8252787666 |
| 1994-03-01 | 21.9974455653 |
| 1994-04-01 | 22.2245210978 |
| 1994-05-01 | 22.3597482846 |
| 1994-06-01 | 22.3690913152 |
| 1994-07-01 | 22.3488680057 |
| 1994-08-01 | 22.6018164102 |
| 1994-09-01 | 22.9052405956 |
| 1994-10-01 | 22.9329173937 |
| 1994-11-01 | 23.1234805994 |
| 1994-12-01 | 23.6613382887 |
| 1995-01-01 | 23.4792669998 |
| 1995-02-01 | 23.7963614983 |
| 1995-03-01 | 24.2602649080 |
| 1995-04-01 | 24.5383226303 |
| 1995-05-01 | 24.7621263479 |
| 1995-06-01 | 25.0588978639 |
| 1995-07-01 | 25.1242501184 |
| 1995-08-01 | 25.2669175262 |
| 1995-09-01 | 25.5149088157 |
| 1995-10-01 | 25.6766320049 |
| 1995-11-01 | 25.8592916583 |
| 1995-12-01 | 26.2374223478 |
| 1996-01-01 | 26.0504711713 |
| 1996-02-01 | 26.3543140116 |
| 1996-03-01 | 26.4089195483 |
| 1996-04-01 | 26.5544195260 |
| 1996-05-01 | 26.7584024388 |
| 1996-06-01 | 27.0441538442 |
| 1996-07-01 | 27.3952321472 |
| 1996-08-01 | 27.6314564852 |
| 1996-09-01 | 28.0501068055 |
| 1996-10-01 | 28.6276120932 |
| 1996-11-01 | 29.0249115197 |
| 1996-12-01 | 29.2197013762 |
| 1997-01-01 | 29.4905337630 |
| 1997-02-01 | 29.8869707637 |
| 1997-03-01 | 29.9555723383 |
| 1997-04-01 | 30.2619204647 |
| 1997-05-01 | 30.6508436705 |
| 1997-06-01 | 31.0374942900 |
| 1997-07-01 | 31.5757353941 |
| 1997-08-01 | 31.9038259912 |
| 1997-09-01 | 32.1061088558 |
| 1997-10-01 | 32.2824469542 |
| 1997-11-01 | 32.5978194929 |
| 1997-12-01 | 33.0101149460 |
| 1998-01-01 | 33.7874464116 |
| 1998-02-01 | 33.9827826162 |
| 1998-03-01 | 34.3903792597 |
| 1998-04-01 | 35.5000593870 |
| 1998-05-01 | 36.0599051866 |
| 1998-06-01 | 36.2490306583 |
| 1998-07-01 | 36.4644144124 |
| 1998-08-01 | 36.8747138678 |
| 1998-09-01 | 37.1384044666 |
| 1998-10-01 | 37.5639820629 |
| 1998-11-01 | 38.2796479430 |
| 1998-12-01 | 38.2686198125 |
| 1999-01-01 | 38.2508344192 |
| 1999-02-01 | 38.3825912977 |
| 1999-03-01 | 39.2206056065 |
| 1999-04-01 | 39.8531587428 |
| 1999-05-01 | 39.7845565617 |
| 1999-06-01 | 40.0769585665 |
| 1999-07-01 | 40.7712838595 |
| 1999-08-01 | 40.6566845884 |
| 1999-09-01 | 40.9515145621 |
| 1999-10-01 | 39.4515991502 |
| 1999-11-01 | 39.4363218225 |
| 1999-12-01 | 39.5836909866 |
| 2000-01-01 | 41.2178078831 |
| 2000-02-01 | 41.5795033593 |
| 2000-03-01 | 41.8542053783 |
| 2000-04-01 | 40.7401144088 |
| 2000-05-01 | 41.0250852247 |
| 2000-06-01 | 41.3132946542 |
| 2000-07-01 | 43.2888181018 |
| 2000-08-01 | 43.5479170335 |
| 2000-09-01 | 43.6366773007 |
| 2000-10-01 | 41.8302471473 |
| 2000-11-01 | 41.9794208068 |
| 2000-12-01 | 42.0658527308 |
| 2001-01-01 | 42.6002927960 |
| 2001-02-01 | 42.5898381031 |
| 2001-03-01 | 42.3909218387 |
| 2001-04-01 | 41.8369487699 |
| 2001-05-01 | 42.1736544958 |
| 2001-06-01 | 42.3568210559 |
| 2001-07-01 | 41.7929867800 |
| 2001-08-01 | 41.6443530673 |
| 2001-09-01 | 41.5250544927 |
| 2001-10-01 | 40.9999700512 |
| 2001-11-01 | 40.9058566998 |
| 2001-12-01 | 40.9515229864 |
| 2002-01-01 | 40.5970798960 |
| 2002-02-01 | 40.3022998530 |
| 2002-03-01 | 40.0452427664 |
| 2002-04-01 | 39.6191777420 |
| 2002-05-01 | 39.3118791656 |
| 2002-06-01 | 39.1950513680 |
| 2002-07-01 | 39.0893387058 |
| 2002-08-01 | 38.7336636387 |
| 2002-09-01 | 38.4943225624 |
| 2002-10-01 | 38.2854775663 |
| 2002-11-01 | 38.1615102762 |
| 2002-12-01 | 37.9624390379 |
| 2003-01-01 | 37.7006314943 |
| 2003-02-01 | 37.6307910216 |
| 2003-03-01 | 37.3975392808 |
| 2003-04-01 | 37.8537525000 |
| 2003-05-01 | 38.3303331905 |
| 2003-06-01 | 38.6231068694 |
| 2003-07-01 | 38.8646947062 |
| 2003-08-01 | 39.4259502743 |
| 2003-09-01 | 39.8818468684 |
| 2003-10-01 | 40.4755171975 |
| 2003-11-01 | 40.8361775625 |
| 2003-12-01 | 41.4162365341 |
| 2004-01-01 | 41.2212449906 |
| 2004-02-01 | 41.4448001243 |
| 2004-03-01 | 41.8622512681 |
| 2004-04-01 | 41.9462152925 |
| 2004-05-01 | 42.2162237546 |
| 2004-06-01 | 42.4334527355 |
| 2004-07-01 | 42.7385573752 |
| 2004-08-01 | 42.9133090572 |
| 2004-09-01 | 43.0846427401 |
| 2004-10-01 | 43.3646789624 |
| 2004-11-01 | 43.6457297179 |
| 2004-12-01 | 43.9176752358 |
| 2005-01-01 | 43.9415842936 |
| 2005-02-01 | 44.1405745256 |
| 2005-03-01 | 44.3223547755 |
| 2005-04-01 | 44.5045596285 |
| 2005-05-01 | 44.4900815580 |
| 2005-06-01 | 44.6432201340 |
| 2005-07-01 | 44.7042837537 |
| 2005-08-01 | 44.7962199280 |
| 2005-09-01 | 45.0061426633 |
| 2005-10-01 | 44.7538995725 |
| 2005-11-01 | 44.7701408904 |
| 2005-12-01 | 45.0507960724 |
| 2006-01-01 | 45.4496003555 |
| 2006-02-01 | 45.6194252448 |
| 2006-03-01 | 45.7889886209 |
| 2006-04-01 | 45.9401097098 |
| 2006-05-01 | 46.0597330323 |
| 2006-06-01 | 46.4567233284 |
| 2006-07-01 | 46.2805876937 |
| 2006-08-01 | 46.2715765246 |
| 2006-09-01 | 46.6319952573 |
| 2006-10-01 | 46.8460048182 |
| 2006-11-01 | 47.1005079122 |
| 2006-12-01 | 47.2887034933 |
| 2007-01-01 | 47.4466136309 |
| 2007-02-01 | 47.7036262310 |
| 2007-03-01 | 47.7341554889 |
| 2007-04-01 | 48.0896929454 |
| 2007-05-01 | 48.5344086701 |
| 2007-06-01 | 48.6768677779 |
| 2007-07-01 | 48.8577812371 |
| 2007-08-01 | 49.0508533116 |
| 2007-09-01 | 49.0648619440 |
| 2007-10-01 | 49.4194988305 |
| 2007-11-01 | 49.7101925602 |
| 2007-12-01 | 49.8196616862 |
| 2008-01-01 | 50.6489063345 |
| 2008-02-01 | 50.9034804706 |
| 2008-03-01 | 50.9763660983 |
| 2008-04-01 | 51.8583371256 |
| 2008-05-01 | 52.1057531745 |
| 2008-06-01 | 52.6015377412 |
| 2008-07-01 | 53.0378514928 |
| 2008-08-01 | 53.5119285309 |
| 2008-09-01 | 53.9153290043 |
| 2008-10-01 | 53.6811010428 |
| 2008-11-01 | 53.8956433396 |
| 2008-12-01 | 53.8619984661 |
| 2009-01-01 | 53.7557374599 |
| 2009-02-01 | 53.6107944548 |
| 2009-03-01 | 53.4013232536 |
| 2009-04-01 | 53.2508118917 |
| 2009-05-01 | 52.7800324043 |
| 2009-06-01 | 52.4276513976 |
| 2009-07-01 | 52.2105050111 |
| 2009-08-01 | 51.9643745369 |
| 2009-09-01 | 51.8714228725 |
| 2009-10-01 | 51.9379055299 |
| 2009-11-01 | 51.9722713416 |
| 2009-12-01 | 52.1141212746 |
| 2010-01-01 | 52.1675269471 |
| 2010-02-01 | 52.2262973524 |
| 2010-03-01 | 52.5139772653 |
| 2010-04-01 | 52.5425758278 |
| 2010-05-01 | 52.8515771291 |
| 2010-06-01 | 53.0583185259 |
| 2010-07-01 | 53.0665363043 |
| 2010-08-01 | 53.2125222825 |
| 2010-09-01 | 53.5331809861 |
| 2010-10-01 | 53.7124844743 |
| 2010-11-01 | 53.8519019249 |
| 2010-12-01 | 54.1911752679 |
| 2011-01-01 | 54.2638621716 |
| 2011-02-01 | 54.4316833671 |
| 2011-03-01 | 54.7149034187 |
| 2011-04-01 | 55.3526557620 |
| 2011-05-01 | 55.4181836615 |
| 2011-06-01 | 55.7721505972 |
| 2011-07-01 | 56.2067082699 |
| 2011-08-01 | 56.6712111823 |
| 2011-09-01 | 56.8986122929 |
| 2011-10-01 | 57.2046088613 |
| 2011-11-01 | 57.6361200764 |
| 2011-12-01 | 57.7706793132 |
| 2012-01-01 | 58.1583769341 |
| 2012-02-01 | 58.6232573412 |
| 2012-03-01 | 58.7273269922 |
| 2012-04-01 | 59.0535971515 |
| 2012-05-01 | 59.2815681594 |
| 2012-06-01 | 59.7847147867 |
| 2012-07-01 | 59.7332068771 |
| 2012-08-01 | 60.0348811758 |
| 2012-09-01 | 60.1643590862 |
| 2012-10-01 | 60.6116482617 |
| 2012-11-01 | 60.7272423386 |
| 2012-12-01 | 60.9657682946 |
| 2013-01-01 | 61.2355267942 |
| 2013-02-01 | 61.4989855497 |
| 2013-03-01 | 62.0487984900 |
| 2013-04-01 | 62.1487581492 |
| 2013-05-01 | 62.3599633659 |
| 2013-06-01 | 62.3842881277 |
| 2013-07-01 | 62.6613503918 |
| 2013-08-01 | 62.9117339281 |
| 2013-09-01 | 63.2153583628 |
| 2013-10-01 | 63.3191632216 |
| 2013-11-01 | 63.5265696692 |
| 2013-12-01 | 63.7527193474 |
| 2014-01-01 | 64.1101949074 |
| 2014-02-01 | 64.2806437430 |
| 2014-03-01 | 64.5698029584 |
| 2014-04-01 | 64.7294950041 |
| 2014-05-01 | 65.2432039435 |
| 2014-06-01 | 65.7873566836 |
| 2014-07-01 | 66.1998617655 |
| 2014-08-01 | 66.5020038965 |
| 2014-09-01 | 66.6501294857 |
| 2014-10-01 | 67.1303607364 |
| 2014-11-01 | 67.7204639232 |
| 2014-12-01 | 68.1458317003 |
| 2015-01-01 | 68.0692509530 |
| 2015-02-01 | 68.6585984304 |
| 2015-03-01 | 68.6968200610 |
| 2015-04-01 | 69.0178914780 |
| 2015-05-01 | 69.1404624731 |
| 2015-06-01 | 68.8649569596 |
| 2015-07-01 | 69.2547875962 |
| 2015-08-01 | 69.2995215096 |
| 2015-09-01 | 69.4755969770 |
| 2015-10-01 | 69.6483173765 |
| 2015-11-01 | 69.6096835726 |
| 2015-12-01 | 69.8235077193 |
| 2016-01-01 | 70.3360665233 |
| 2016-02-01 | 70.3357733659 |
| 2016-03-01 | 70.6197519709 |
| 2016-04-01 | 70.8973792474 |
| 2016-05-01 | 70.9514755426 |
| 2016-06-01 | 71.1237034726 |
| 2016-07-01 | 71.3362811378 |
| 2016-08-01 | 71.4140707370 |
| 2016-09-01 | 71.8769940622 |
| 2016-10-01 | 71.1715664741 |
| 2016-11-01 | 71.3051407269 |
| 2016-12-01 | 71.8117963479 |
| 2017-01-01 | 70.8956485845 |
| 2017-02-01 | 70.6957163673 |
| 2017-03-01 | 70.6302717064 |
| 2017-04-01 | 70.3733286551 |
| 2017-05-01 | 70.3741116022 |
| 2017-06-01 | 70.0614051445 |
| 2017-07-01 | 70.0418678082 |
| 2017-08-01 | 70.0468274273 |
| 2017-09-01 | 69.8741162526 |
| 2017-10-01 | 70.0048206209 |
| 2017-11-01 | 70.2118758471 |
| 2017-12-01 | 70.0672554091 |
| 2018-01-01 | 70.2765895653 |
| 2018-02-01 | 70.3600111105 |
| 2018-03-01 | 70.1868128091 |
| 2018-04-01 | 70.4566490185 |
| 2018-05-01 | 70.5998994026 |
| 2018-06-01 | 70.6966472957 |
| 2018-07-01 | 70.8580795177 |
| 2018-08-01 | 70.9964207787 |
| 2018-09-01 | 70.4612822509 |
| 2018-10-01 | 70.9601637207 |
| 2018-11-01 | 71.0443204863 |
| 2018-12-01 | 70.6856707600 |
| 2019-01-01 | 71.2691932578 |
| 2019-02-01 | 71.2165986409 |
| 2019-03-01 | 70.9084653056 |
| 2019-04-01 | 71.5541954593 |
| 2019-05-01 | 71.5354785544 |
| 2019-06-01 | 71.9369726119 |
| 2019-07-01 | 71.8646172263 |
| 2019-08-01 | 71.9454200325 |
| 2019-09-01 | 72.2435104824 |
| 2019-10-01 | 72.1317293239 |
| 2019-11-01 | 71.9931260735 |
| 2019-12-01 | 71.7601291540 |
| 2020-01-01 | 71.8910580261 |
| 2020-02-01 | 71.8938555214 |
| 2020-03-01 | 71.5816027344 |
| 2020-04-01 | 70.5709193038 |
| 2020-05-01 | 70.6793312087 |
| 2020-06-01 | 70.3774916429 |
| 2020-07-01 | 70.2753673420 |
| 2020-08-01 | 70.4035074521 |
| 2020-09-01 | 70.6899757164 |
| 2020-10-01 | 71.1956461088 |
| 2020-11-01 | 71.6674185279 |
| 2020-12-01 | 72.0134415154 |
| 2021-01-01 | 72.3243542460 |
| 2021-02-01 | 72.6944768144 |
| 2021-03-01 | 73.1383836918 |
| 2021-04-01 | 73.7003585061 |
| 2021-05-01 | 73.7173835049 |
| 2021-06-01 | 74.0330540532 |
| 2021-07-01 | 74.4876891225 |
| 2021-08-01 | 74.7493125067 |
| 2021-09-01 | 74.9099819647 |
| 2021-10-01 | 75.3537405689 |
| 2021-11-01 | 75.8512194884 |
| 2021-12-01 | 76.6505227340 |
| 2022-01-01 | 76.9650890019 |
| 2022-02-01 | 77.5363210506 |
| 2022-03-01 | 77.7848910185 |
| 2022-04-01 | 78.1349881649 |
| 2022-05-01 | 78.3507736603 |
| 2022-06-01 | 78.5980165899 |
| 2022-07-01 | 78.9988532606 |
| 2022-08-01 | 78.9773813582 |
| 2022-09-01 | 78.8138363642 |
| 2022-10-01 | 78.5945539025 |
| 2022-11-01 | 78.3480735544 |
| 2022-12-01 | 77.9039743983 |
| 2023-01-01 | 77.7127083590 |
| 2023-02-01 | 77.4766712438 |
| 2023-03-01 | 77.4636222496 |
| 2023-04-01 | 77.0561675193 |
| 2023-05-01 | 76.9641836174 |
| 2023-06-01 | 76.8640094461 |
| 2023-07-01 | 76.4129970546 |
| 2023-08-01 | 76.3878296697 |
| 2023-09-01 | 76.5209480514 |
| 2023-10-01 | 76.4230051472 |
| 2023-11-01 | 76.3423674772 |
| 2023-12-01 | 76.5892518051 |
| 2024-01-01 | 75.8582682421 |
| 2024-02-01 | 75.5173266458 |
| 2024-03-01 | 75.5682550270 |
| 2024-04-01 | 75.2575100441 |
| 2024-05-01 | 75.1596984581 |
| 2024-06-01 | 75.0202228331 |
| 2024-07-01 | 74.8412346084 |
| 2024-08-01 | 74.7052047496 |
| 2024-09-01 | 74.6388887313 |
| 2024-10-01 | 74.3324784610 |
| 2024-11-01 | 74.3261594438 |
| 2024-12-01 | 74.5966127584 |
| 2025-01-01 | 74.2996775436 |
| 2025-02-01 | 73.8350321646 |
| 2025-03-01 | 73.6122465815 |
| 2025-04-01 | 73.4431685381 |
| 2025-05-01 | 73.0326357119 |
| 2025-06-01 | 72.8844930547 |
| 2025-07-01 | 72.8719426332 |
| 2025-08-01 | 72.7199741800 |
| 2025-09-01 | 72.5922429868 |
| 2025-10-01 | 72.4434912560 |
| 2025-11-01 | 71.8842096112 |
| 2025-12-01 | 71.6044612000 |
| 2026-01-01 | 71.2252923437 |
| 2026-02-01 | 71.5436168865 |
| 2026-03-01 | 71.3822617404 |
| 2026-04-01 | 71.1185407381 |
| 2026-05-01 | 71.1072794221 |
| 2026-06-01 | 70.4680876580 |
| 2026-07-01 | 69.7897507539 |
| 2026-08-01 | 69.3304346627 |