Table Data - All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Harrisburg-Carlisle, PA (MSA)
| Title | All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Harrisburg-Carlisle, PA (MSA) |
|---|---|
| Series ID | SMU42254206054000001SA |
| 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 | 8.3878405556 |
| 1990-02-01 | 8.4459981104 |
| 1990-03-01 | 8.3115511660 |
| 1990-04-01 | 8.4597904871 |
| 1990-05-01 | 8.5082687622 |
| 1990-06-01 | 8.6309010832 |
| 1990-07-01 | 8.7194525869 |
| 1990-08-01 | 8.7130447108 |
| 1990-09-01 | 8.7167509697 |
| 1990-10-01 | 8.6292956051 |
| 1990-11-01 | 8.5628645067 |
| 1990-12-01 | 8.6169111491 |
| 1991-01-01 | 8.6886650467 |
| 1991-02-01 | 8.6448057595 |
| 1991-03-01 | 8.6073008885 |
| 1991-04-01 | 8.4553609480 |
| 1991-05-01 | 8.4999766920 |
| 1991-06-01 | 8.4387074515 |
| 1991-07-01 | 8.4246020009 |
| 1991-08-01 | 8.4171626299 |
| 1991-09-01 | 8.3241762122 |
| 1991-10-01 | 8.2319625037 |
| 1991-11-01 | 8.2568019135 |
| 1991-12-01 | 8.3142654413 |
| 1992-01-01 | 8.0899032487 |
| 1992-02-01 | 8.0452132494 |
| 1992-03-01 | 8.1001303689 |
| 1992-04-01 | 8.2439970714 |
| 1992-05-01 | 8.1858367046 |
| 1992-06-01 | 8.3467213816 |
| 1992-07-01 | 8.3370392250 |
| 1992-08-01 | 8.3257095738 |
| 1992-09-01 | 8.4426946592 |
| 1992-10-01 | 8.5326967305 |
| 1992-11-01 | 8.5466162869 |
| 1992-12-01 | 8.6096097589 |
| 1993-01-01 | 8.7933166855 |
| 1993-02-01 | 8.8459678073 |
| 1993-03-01 | 8.6915903987 |
| 1993-04-01 | 8.4256981743 |
| 1993-05-01 | 8.6736210995 |
| 1993-06-01 | 8.5512161694 |
| 1993-07-01 | 8.5425147362 |
| 1993-08-01 | 8.6358782723 |
| 1993-09-01 | 8.5711780932 |
| 1993-10-01 | 8.8335160942 |
| 1993-11-01 | 8.8445514314 |
| 1993-12-01 | 8.9124431451 |
| 1994-01-01 | 8.8900240152 |
| 1994-02-01 | 8.9356177372 |
| 1994-03-01 | 8.9843738736 |
| 1994-04-01 | 9.5084497794 |
| 1994-05-01 | 9.5557086924 |
| 1994-06-01 | 9.5581157230 |
| 1994-07-01 | 9.6493713305 |
| 1994-08-01 | 9.6390729274 |
| 1994-09-01 | 9.7050233681 |
| 1994-10-01 | 9.6370282385 |
| 1994-11-01 | 9.7500446452 |
| 1994-12-01 | 9.7183536481 |
| 1995-01-01 | 9.6841793368 |
| 1995-02-01 | 9.7149785944 |
| 1995-03-01 | 9.7761130874 |
| 1995-04-01 | 9.8924580890 |
| 1995-05-01 | 9.9518071342 |
| 1995-06-01 | 10.0581517202 |
| 1995-07-01 | 10.0457040119 |
| 1995-08-01 | 10.1444429836 |
| 1995-09-01 | 10.2362543353 |
| 1995-10-01 | 10.3431256445 |
| 1995-11-01 | 10.3621302290 |
| 1995-12-01 | 10.4293855963 |
| 1996-01-01 | 10.4731416560 |
| 1996-02-01 | 10.4852254283 |
| 1996-03-01 | 10.6699266998 |
| 1996-04-01 | 10.5796993933 |
| 1996-05-01 | 10.6546785542 |
| 1996-06-01 | 10.6538164448 |
| 1996-07-01 | 10.7439222695 |
| 1996-08-01 | 10.7496864233 |
| 1996-09-01 | 10.6661564087 |
| 1996-10-01 | 10.7488071570 |
| 1996-11-01 | 10.7747780877 |
| 1996-12-01 | 10.8350315334 |
| 1997-01-01 | 11.0594937579 |
| 1997-02-01 | 11.0610287282 |
| 1997-03-01 | 11.0603955305 |
| 1997-04-01 | 11.1657779204 |
| 1997-05-01 | 11.2694823628 |
| 1997-06-01 | 11.2472919431 |
| 1997-07-01 | 11.3383179781 |
| 1997-08-01 | 11.4635427899 |
| 1997-09-01 | 11.4914696963 |
| 1997-10-01 | 11.4514339925 |
| 1997-11-01 | 11.4825502794 |
| 1997-12-01 | 11.5338613439 |
| 1998-01-01 | 11.6472636724 |
| 1998-02-01 | 11.7398143024 |
| 1998-03-01 | 11.7577936454 |
| 1998-04-01 | 11.7586918506 |
| 1998-05-01 | 11.6786859702 |
| 1998-06-01 | 11.8420730430 |
| 1998-07-01 | 11.8397315806 |
| 1998-08-01 | 11.8774301950 |
| 1998-09-01 | 11.9055723107 |
| 1998-10-01 | 12.1489281788 |
| 1998-11-01 | 12.2830921743 |
| 1998-12-01 | 12.2251268484 |
| 1999-01-01 | 12.2434289444 |
| 1999-02-01 | 12.3336025476 |
| 1999-03-01 | 12.3581743641 |
| 1999-04-01 | 12.4597555072 |
| 1999-05-01 | 12.3883935832 |
| 1999-06-01 | 12.6321561108 |
| 1999-07-01 | 12.7394166003 |
| 1999-08-01 | 12.7920427053 |
| 1999-09-01 | 12.8038148939 |
| 1999-10-01 | 12.2429829566 |
| 1999-11-01 | 12.4728465162 |
| 1999-12-01 | 12.6112398047 |
| 2000-01-01 | 12.7503889657 |
| 2000-02-01 | 12.7454497814 |
| 2000-03-01 | 12.8741293594 |
| 2000-04-01 | 12.3683083144 |
| 2000-05-01 | 12.3898141240 |
| 2000-06-01 | 12.4135962293 |
| 2000-07-01 | 12.5421945621 |
| 2000-08-01 | 12.5943576933 |
| 2000-09-01 | 12.6882128613 |
| 2000-10-01 | 12.7338909091 |
| 2000-11-01 | 12.8586827245 |
| 2000-12-01 | 13.0033206677 |
| 2001-01-01 | 13.0631956093 |
| 2001-02-01 | 13.1773726625 |
| 2001-03-01 | 13.1945283462 |
| 2001-04-01 | 13.1800020520 |
| 2001-05-01 | 13.2821952521 |
| 2001-06-01 | 13.1981778949 |
| 2001-07-01 | 13.1400466888 |
| 2001-08-01 | 13.0865434020 |
| 2001-09-01 | 13.0645592308 |
| 2001-10-01 | 13.1225881610 |
| 2001-11-01 | 13.0426681180 |
| 2001-12-01 | 13.0000238427 |
| 2002-01-01 | 12.9843634241 |
| 2002-02-01 | 13.2133808781 |
| 2002-03-01 | 13.1266686419 |
| 2002-04-01 | 13.1929793679 |
| 2002-05-01 | 13.2623946105 |
| 2002-06-01 | 13.3852369819 |
| 2002-07-01 | 13.4379118869 |
| 2002-08-01 | 13.4667383837 |
| 2002-09-01 | 13.6341222936 |
| 2002-10-01 | 13.5151793842 |
| 2002-11-01 | 13.5307058859 |
| 2002-12-01 | 13.6076315019 |
| 2003-01-01 | 13.6084685841 |
| 2003-02-01 | 13.5457876832 |
| 2003-03-01 | 13.5592084496 |
| 2003-04-01 | 13.5984218890 |
| 2003-05-01 | 13.6395816138 |
| 2003-06-01 | 13.7760719043 |
| 2003-07-01 | 13.7306321257 |
| 2003-08-01 | 13.8525394748 |
| 2003-09-01 | 13.9073274145 |
| 2003-10-01 | 13.9098219568 |
| 2003-11-01 | 14.0246830992 |
| 2003-12-01 | 14.0093644451 |
| 2004-01-01 | 14.1310948040 |
| 2004-02-01 | 14.1718381070 |
| 2004-03-01 | 14.2886202276 |
| 2004-04-01 | 14.3025973569 |
| 2004-05-01 | 14.3182263429 |
| 2004-06-01 | 14.2688324058 |
| 2004-07-01 | 14.3222746566 |
| 2004-08-01 | 14.3394281588 |
| 2004-09-01 | 14.3903749343 |
| 2004-10-01 | 14.5092768596 |
| 2004-11-01 | 14.5228082873 |
| 2004-12-01 | 14.5093651027 |
| 2005-01-01 | 14.4503624794 |
| 2005-02-01 | 14.4840902327 |
| 2005-03-01 | 14.5057048519 |
| 2005-04-01 | 14.6031643486 |
| 2005-05-01 | 14.7041724005 |
| 2005-06-01 | 14.7714153208 |
| 2005-07-01 | 15.0124996209 |
| 2005-08-01 | 15.0363293515 |
| 2005-09-01 | 15.0888740830 |
| 2005-10-01 | 15.0056632545 |
| 2005-11-01 | 15.1188670039 |
| 2005-12-01 | 15.1970220015 |
| 2006-01-01 | 15.3669277845 |
| 2006-02-01 | 15.4824139203 |
| 2006-03-01 | 15.5127361802 |
| 2006-04-01 | 15.7072485058 |
| 2006-05-01 | 15.8043681203 |
| 2006-06-01 | 15.8789432660 |
| 2006-07-01 | 15.8091229131 |
| 2006-08-01 | 15.7346078402 |
| 2006-09-01 | 15.7954663457 |
| 2006-10-01 | 15.7981371528 |
| 2006-11-01 | 15.8105412219 |
| 2006-12-01 | 15.9830273358 |
| 2007-01-01 | 15.8794146974 |
| 2007-02-01 | 15.7701653151 |
| 2007-03-01 | 15.8153564872 |
| 2007-04-01 | 15.7034623359 |
| 2007-05-01 | 15.7202868620 |
| 2007-06-01 | 15.6932000498 |
| 2007-07-01 | 15.6090982349 |
| 2007-08-01 | 15.5359711072 |
| 2007-09-01 | 15.6114154418 |
| 2007-10-01 | 15.3853107475 |
| 2007-11-01 | 15.2953732512 |
| 2007-12-01 | 15.2646203730 |
| 2008-01-01 | 15.1857194285 |
| 2008-02-01 | 15.2613383800 |
| 2008-03-01 | 15.2125868149 |
| 2008-04-01 | 15.1951715131 |
| 2008-05-01 | 15.2468165045 |
| 2008-06-01 | 15.3101109619 |
| 2008-07-01 | 15.3152159758 |
| 2008-08-01 | 15.3286626837 |
| 2008-09-01 | 15.3302915646 |
| 2008-10-01 | 15.3717998261 |
| 2008-11-01 | 15.3755463009 |
| 2008-12-01 | 15.4501811190 |
| 2009-01-01 | 15.2962267765 |
| 2009-02-01 | 15.2560919082 |
| 2009-03-01 | 15.2120672082 |
| 2009-04-01 | 15.0766776848 |
| 2009-05-01 | 15.0696961728 |
| 2009-06-01 | 15.0283263470 |
| 2009-07-01 | 15.0216323277 |
| 2009-08-01 | 15.0182544066 |
| 2009-09-01 | 15.0500935264 |
| 2009-10-01 | 15.0578338613 |
| 2009-11-01 | 15.0568441824 |
| 2009-12-01 | 15.0412948269 |
| 2010-01-01 | 15.0078378054 |
| 2010-02-01 | 14.9568367663 |
| 2010-03-01 | 14.9149958098 |
| 2010-04-01 | 14.9572185421 |
| 2010-05-01 | 14.8860353300 |
| 2010-06-01 | 14.9411867411 |
| 2010-07-01 | 15.0256350603 |
| 2010-08-01 | 15.0979431984 |
| 2010-09-01 | 15.1650705932 |
| 2010-10-01 | 15.2479692820 |
| 2010-11-01 | 15.3457732398 |
| 2010-12-01 | 15.3380176398 |
| 2011-01-01 | 15.6216460080 |
| 2011-02-01 | 15.5619763102 |
| 2011-03-01 | 15.6307621261 |
| 2011-04-01 | 15.6411328700 |
| 2011-05-01 | 15.5923981973 |
| 2011-06-01 | 15.5452095226 |
| 2011-07-01 | 15.5179877730 |
| 2011-08-01 | 15.4762620615 |
| 2011-09-01 | 15.3707453772 |
| 2011-10-01 | 15.2425274220 |
| 2011-11-01 | 15.3427758906 |
| 2011-12-01 | 15.3434171452 |
| 2012-01-01 | 15.2322735961 |
| 2012-02-01 | 15.2714400851 |
| 2012-03-01 | 15.3487383859 |
| 2012-04-01 | 15.4404166360 |
| 2012-05-01 | 15.4920143754 |
| 2012-06-01 | 15.5411464815 |
| 2012-07-01 | 15.4004760589 |
| 2012-08-01 | 15.3539870995 |
| 2012-09-01 | 15.4721029438 |
| 2012-10-01 | 15.4337274564 |
| 2012-11-01 | 15.4395143636 |
| 2012-12-01 | 15.3499419709 |
| 2013-01-01 | 15.5470992002 |
| 2013-02-01 | 15.5826231785 |
| 2013-03-01 | 15.5754356154 |
| 2013-04-01 | 15.5580038393 |
| 2013-05-01 | 15.4837377105 |
| 2013-06-01 | 15.5319251591 |
| 2013-07-01 | 15.4745660527 |
| 2013-08-01 | 15.5386159695 |
| 2013-09-01 | 15.4603452561 |
| 2013-10-01 | 15.5255868098 |
| 2013-11-01 | 15.5372839014 |
| 2013-12-01 | 15.5595973651 |
| 2014-01-01 | 15.5562361929 |
| 2014-02-01 | 15.5949828761 |
| 2014-03-01 | 15.5994310683 |
| 2014-04-01 | 15.5883508050 |
| 2014-05-01 | 15.7729348372 |
| 2014-06-01 | 15.9212423931 |
| 2014-07-01 | 16.1512260669 |
| 2014-08-01 | 16.2279486054 |
| 2014-09-01 | 16.3480875753 |
| 2014-10-01 | 16.4130182934 |
| 2014-11-01 | 16.5295748430 |
| 2014-12-01 | 16.6649235881 |
| 2015-01-01 | 16.8646497195 |
| 2015-02-01 | 17.0092393028 |
| 2015-03-01 | 17.1246759338 |
| 2015-04-01 | 17.2234751275 |
| 2015-05-01 | 17.2644127928 |
| 2015-06-01 | 17.1124380403 |
| 2015-07-01 | 17.3261730072 |
| 2015-08-01 | 17.3175892928 |
| 2015-09-01 | 17.3301503821 |
| 2015-10-01 | 17.4019326520 |
| 2015-11-01 | 17.4252791951 |
| 2015-12-01 | 17.4759094259 |
| 2016-01-01 | 17.3695943358 |
| 2016-02-01 | 17.3220534870 |
| 2016-03-01 | 17.4492630145 |
| 2016-04-01 | 17.5505254840 |
| 2016-05-01 | 17.7557474048 |
| 2016-06-01 | 17.9008252284 |
| 2016-07-01 | 18.1109769269 |
| 2016-08-01 | 18.2032401810 |
| 2016-09-01 | 18.4147282924 |
| 2016-10-01 | 18.4848418211 |
| 2016-11-01 | 18.6234268821 |
| 2016-12-01 | 18.7897638910 |
| 2017-01-01 | 18.8799138005 |
| 2017-02-01 | 18.9357262615 |
| 2017-03-01 | 19.0750886456 |
| 2017-04-01 | 19.0761311454 |
| 2017-05-01 | 19.1495086476 |
| 2017-06-01 | 19.0827909668 |
| 2017-07-01 | 18.9927719691 |
| 2017-08-01 | 18.9871719646 |
| 2017-09-01 | 18.9901563229 |
| 2017-10-01 | 18.8703576039 |
| 2017-11-01 | 19.1309882732 |
| 2017-12-01 | 19.2081412646 |
| 2018-01-01 | 19.1931986378 |
| 2018-02-01 | 19.2547223083 |
| 2018-03-01 | 19.2946228678 |
| 2018-04-01 | 19.2942569427 |
| 2018-05-01 | 19.2429431060 |
| 2018-06-01 | 19.3633759886 |
| 2018-07-01 | 19.4743575259 |
| 2018-08-01 | 19.5664533729 |
| 2018-09-01 | 19.5721102251 |
| 2018-10-01 | 19.6612415726 |
| 2018-11-01 | 19.7345116135 |
| 2018-12-01 | 19.6255496909 |
| 2019-01-01 | 19.9098419290 |
| 2019-02-01 | 19.9738301126 |
| 2019-03-01 | 19.9130165829 |
| 2019-04-01 | 20.1071379967 |
| 2019-05-01 | 20.0417194693 |
| 2019-06-01 | 20.0464857123 |
| 2019-07-01 | 19.9481938525 |
| 2019-08-01 | 20.0486843809 |
| 2019-09-01 | 20.0536603170 |
| 2019-10-01 | 20.0649190556 |
| 2019-11-01 | 19.9382153967 |
| 2019-12-01 | 19.9321445990 |
| 2020-01-01 | 20.0252456619 |
| 2020-02-01 | 20.0988554664 |
| 2020-03-01 | 20.1244176092 |
| 2020-04-01 | 18.6077170967 |
| 2020-05-01 | 18.7400700779 |
| 2020-06-01 | 18.9301562622 |
| 2020-07-01 | 19.0283093707 |
| 2020-08-01 | 19.0414580772 |
| 2020-09-01 | 19.1441881605 |
| 2020-10-01 | 19.1780423838 |
| 2020-11-01 | 19.1396348028 |
| 2020-12-01 | 19.1247883301 |
| 2021-01-01 | 19.1356157574 |
| 2021-02-01 | 19.1186156725 |
| 2021-03-01 | 19.3229085049 |
| 2021-04-01 | 19.3123802418 |
| 2021-05-01 | 19.4463650653 |
| 2021-06-01 | 19.4120105531 |
| 2021-07-01 | 19.6112943885 |
| 2021-08-01 | 19.6463792346 |
| 2021-09-01 | 19.5399093340 |
| 2021-10-01 | 19.6957599460 |
| 2021-11-01 | 19.9457596918 |
| 2021-12-01 | 19.8986383966 |
| 2022-01-01 | 20.0383869497 |
| 2022-02-01 | 20.1419244875 |
| 2022-03-01 | 20.1076574702 |
| 2022-04-01 | 20.3171512979 |
| 2022-05-01 | 20.3559871878 |
| 2022-06-01 | 20.2008613112 |
| 2022-07-01 | 20.3955262988 |
| 2022-08-01 | 20.4537623743 |
| 2022-09-01 | 20.5491518000 |
| 2022-10-01 | 20.5162404814 |
| 2022-11-01 | 20.5494881529 |
| 2022-12-01 | 20.5629358195 |
| 2023-01-01 | 20.4352048823 |
| 2023-02-01 | 20.3572938094 |
| 2023-03-01 | 20.3885951601 |
| 2023-04-01 | 20.4302219194 |
| 2023-05-01 | 20.3778876898 |
| 2023-06-01 | 20.4921496147 |
| 2023-07-01 | 20.2771716498 |
| 2023-08-01 | 20.3548511453 |
| 2023-09-01 | 20.4614621212 |
| 2023-10-01 | 20.5288333504 |
| 2023-11-01 | 20.6524636021 |
| 2023-12-01 | 20.8284139685 |
| 2024-01-01 | 21.1313338774 |
| 2024-02-01 | 21.1744750584 |
| 2024-03-01 | 21.2764066423 |
| 2024-04-01 | 21.2448976245 |
| 2024-05-01 | 21.3018323261 |
| 2024-06-01 | 21.3837031794 |
| 2024-07-01 | 21.3585635120 |
| 2024-08-01 | 21.4475377175 |
| 2024-09-01 | 21.4704051329 |
| 2024-10-01 | 21.5340668323 |
| 2024-11-01 | 21.4559315545 |
| 2024-12-01 | 21.5074691412 |
| 2025-01-01 | 21.5293033784 |
| 2025-02-01 | 21.4841671777 |
| 2025-03-01 | 21.4674443296 |
| 2025-04-01 | 21.4688073383 |
| 2025-05-01 | 21.4253877922 |
| 2025-06-01 | 21.3742003028 |
| 2025-07-01 | 21.4393154407 |
| 2025-08-01 | 21.3345255277 |
| 2025-09-01 | 21.2730694720 |
| 2025-10-01 | 21.2300539300 |
| 2025-11-01 | 21.3586903643 |
| 2025-12-01 | 21.1998399249 |
| 2026-01-01 | 20.9308450389 |
| 2026-02-01 | 20.8959770511 |
| 2026-03-01 | 21.0650483815 |
| 2026-04-01 | 20.9870848166 |
| 2026-05-01 | 21.0384313499 |
| 2026-06-01 | 21.2722831814 |
| 2026-07-01 | 21.2190312728 |
| 2026-08-01 | 21.2201571875 |
| 2026-09-01 | 21.1739524620 |