Table Data - All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Charlotte-Concord-Gastonia, NC-SC (MSA)
| Title | All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Charlotte-Concord-Gastonia, NC-SC (MSA) |
|---|---|
| Series ID | SMU37167406054000001SA |
| 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 11:27 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 | 21.7799485164 |
| 1990-02-01 | 22.2397383038 |
| 1990-03-01 | 22.5099275467 |
| 1990-04-01 | 22.4498185992 |
| 1990-05-01 | 22.4552485736 |
| 1990-06-01 | 22.5609682248 |
| 1990-07-01 | 22.5770090210 |
| 1990-08-01 | 22.4969997656 |
| 1990-09-01 | 22.6517921371 |
| 1990-10-01 | 22.2138897896 |
| 1990-11-01 | 22.0273686458 |
| 1990-12-01 | 22.1417595280 |
| 1991-01-01 | 22.1716636596 |
| 1991-02-01 | 22.0464571681 |
| 1991-03-01 | 22.2140181521 |
| 1991-04-01 | 22.2494950921 |
| 1991-05-01 | 22.6658227951 |
| 1991-06-01 | 22.4608499195 |
| 1991-07-01 | 22.4756931955 |
| 1991-08-01 | 22.5988821440 |
| 1991-09-01 | 22.8478600902 |
| 1991-10-01 | 23.1202995312 |
| 1991-11-01 | 23.4410314806 |
| 1991-12-01 | 23.4409500664 |
| 1992-01-01 | 23.6574168588 |
| 1992-02-01 | 24.0102156580 |
| 1992-03-01 | 24.0967640317 |
| 1992-04-01 | 24.2228703507 |
| 1992-05-01 | 24.4869066676 |
| 1992-06-01 | 24.4640268051 |
| 1992-07-01 | 24.5941871299 |
| 1992-08-01 | 24.8111097358 |
| 1992-09-01 | 24.8592796546 |
| 1992-10-01 | 25.0379105383 |
| 1992-11-01 | 25.0589605276 |
| 1992-12-01 | 25.2368581259 |
| 1993-01-01 | 25.3484791771 |
| 1993-02-01 | 25.3743474189 |
| 1993-03-01 | 25.4770297484 |
| 1993-04-01 | 25.7066272282 |
| 1993-05-01 | 25.8109806339 |
| 1993-06-01 | 25.9825080990 |
| 1993-07-01 | 26.2034633537 |
| 1993-08-01 | 26.1987100006 |
| 1993-09-01 | 26.2551699716 |
| 1993-10-01 | 26.5697345244 |
| 1993-11-01 | 26.7961056598 |
| 1993-12-01 | 26.8223155970 |
| 1994-01-01 | 26.8375137645 |
| 1994-02-01 | 26.7336896495 |
| 1994-03-01 | 26.8471898723 |
| 1994-04-01 | 27.0037070507 |
| 1994-05-01 | 26.9409584121 |
| 1994-06-01 | 27.1048664265 |
| 1994-07-01 | 26.9991843316 |
| 1994-08-01 | 27.0753081553 |
| 1994-09-01 | 27.3507420536 |
| 1994-10-01 | 27.3042932870 |
| 1994-11-01 | 27.2128963066 |
| 1994-12-01 | 27.3030643684 |
| 1995-01-01 | 27.4376338728 |
| 1995-02-01 | 27.7014596201 |
| 1995-03-01 | 27.9229783471 |
| 1995-04-01 | 27.5171479001 |
| 1995-05-01 | 27.6711779474 |
| 1995-06-01 | 27.8318047586 |
| 1995-07-01 | 27.9878676585 |
| 1995-08-01 | 28.2367009812 |
| 1995-09-01 | 28.3298539143 |
| 1995-10-01 | 28.3440724989 |
| 1995-11-01 | 28.6518468575 |
| 1995-12-01 | 28.7999206408 |
| 1996-01-01 | 29.0269965441 |
| 1996-02-01 | 29.3589575133 |
| 1996-03-01 | 29.7876611983 |
| 1996-04-01 | 30.1176818283 |
| 1996-05-01 | 30.3072073788 |
| 1996-06-01 | 30.3574688472 |
| 1996-07-01 | 30.7827189142 |
| 1996-08-01 | 30.9021081298 |
| 1996-09-01 | 31.0306701040 |
| 1996-10-01 | 31.0822080236 |
| 1996-11-01 | 31.2837427084 |
| 1996-12-01 | 31.7140211387 |
| 1997-01-01 | 31.8260441553 |
| 1997-02-01 | 32.0130578173 |
| 1997-03-01 | 32.1607802801 |
| 1997-04-01 | 32.1160317692 |
| 1997-05-01 | 32.3164235523 |
| 1997-06-01 | 32.4795714304 |
| 1997-07-01 | 32.3697408083 |
| 1997-08-01 | 32.5691885930 |
| 1997-09-01 | 32.8201723591 |
| 1997-10-01 | 33.3045156192 |
| 1997-11-01 | 33.7250943300 |
| 1997-12-01 | 33.9405925036 |
| 1998-01-01 | 34.0176396093 |
| 1998-02-01 | 34.2959058560 |
| 1998-03-01 | 34.3373186556 |
| 1998-04-01 | 34.6993595284 |
| 1998-05-01 | 35.0149804967 |
| 1998-06-01 | 35.3851737148 |
| 1998-07-01 | 36.3698969770 |
| 1998-08-01 | 36.4624520068 |
| 1998-09-01 | 36.6455815963 |
| 1998-10-01 | 36.5164554234 |
| 1998-11-01 | 36.5516809688 |
| 1998-12-01 | 36.5610089580 |
| 1999-01-01 | 37.3165513396 |
| 1999-02-01 | 37.3963369429 |
| 1999-03-01 | 37.6283160214 |
| 1999-04-01 | 37.6391580894 |
| 1999-05-01 | 37.9031830389 |
| 1999-06-01 | 38.1783100464 |
| 1999-07-01 | 38.5641431381 |
| 1999-08-01 | 38.7692414313 |
| 1999-09-01 | 38.9494045916 |
| 1999-10-01 | 39.4332963285 |
| 1999-11-01 | 39.5938268126 |
| 1999-12-01 | 39.6753937627 |
| 2000-01-01 | 39.7126983852 |
| 2000-02-01 | 39.5185266621 |
| 2000-03-01 | 39.9192599113 |
| 2000-04-01 | 40.9582044855 |
| 2000-05-01 | 41.0996780056 |
| 2000-06-01 | 40.7708880302 |
| 2000-07-01 | 40.4617541229 |
| 2000-08-01 | 40.4893887144 |
| 2000-09-01 | 40.7807090350 |
| 2000-10-01 | 40.8282565758 |
| 2000-11-01 | 41.0015700753 |
| 2000-12-01 | 41.0562605666 |
| 2001-01-01 | 41.3195576773 |
| 2001-02-01 | 41.2445518599 |
| 2001-03-01 | 41.3210547250 |
| 2001-04-01 | 40.6117140251 |
| 2001-05-01 | 40.8864556061 |
| 2001-06-01 | 40.8897190219 |
| 2001-07-01 | 40.4431982630 |
| 2001-08-01 | 40.2235599347 |
| 2001-09-01 | 39.8028676846 |
| 2001-10-01 | 39.5049444626 |
| 2001-11-01 | 39.1572398929 |
| 2001-12-01 | 39.0138547472 |
| 2002-01-01 | 38.7216518663 |
| 2002-02-01 | 38.5079653881 |
| 2002-03-01 | 38.3468799134 |
| 2002-04-01 | 38.6230332691 |
| 2002-05-01 | 38.5897562297 |
| 2002-06-01 | 38.6259838572 |
| 2002-07-01 | 38.5133364009 |
| 2002-08-01 | 38.4539109378 |
| 2002-09-01 | 38.4377155192 |
| 2002-10-01 | 38.0533029242 |
| 2002-11-01 | 37.9907256459 |
| 2002-12-01 | 37.9714652698 |
| 2003-01-01 | 37.6250026495 |
| 2003-02-01 | 37.5313992183 |
| 2003-03-01 | 37.4777832270 |
| 2003-04-01 | 37.4361606022 |
| 2003-05-01 | 37.2018602497 |
| 2003-06-01 | 37.2865393372 |
| 2003-07-01 | 37.0817549291 |
| 2003-08-01 | 37.1640482938 |
| 2003-09-01 | 37.1589317464 |
| 2003-10-01 | 37.2938316175 |
| 2003-11-01 | 37.3146573983 |
| 2003-12-01 | 37.5547949264 |
| 2004-01-01 | 37.8322720327 |
| 2004-02-01 | 37.9374825062 |
| 2004-03-01 | 38.1937554859 |
| 2004-04-01 | 37.9454025743 |
| 2004-05-01 | 37.8160165640 |
| 2004-06-01 | 38.1448675231 |
| 2004-07-01 | 38.6665532523 |
| 2004-08-01 | 38.6681726919 |
| 2004-09-01 | 38.9255172737 |
| 2004-10-01 | 39.3123144491 |
| 2004-11-01 | 39.7667635208 |
| 2004-12-01 | 39.8554609314 |
| 2005-01-01 | 40.0482961901 |
| 2005-02-01 | 40.2083905348 |
| 2005-03-01 | 40.3070345998 |
| 2005-04-01 | 40.4437642753 |
| 2005-05-01 | 40.6180099599 |
| 2005-06-01 | 40.5894089097 |
| 2005-07-01 | 41.3667751711 |
| 2005-08-01 | 41.4807295329 |
| 2005-09-01 | 41.9083342115 |
| 2005-10-01 | 42.0301999015 |
| 2005-11-01 | 42.4389085360 |
| 2005-12-01 | 42.6523154605 |
| 2006-01-01 | 43.0633870212 |
| 2006-02-01 | 42.9587585834 |
| 2006-03-01 | 43.8875138933 |
| 2006-04-01 | 44.5297429560 |
| 2006-05-01 | 44.8421404332 |
| 2006-06-01 | 45.1337201113 |
| 2006-07-01 | 45.6725768111 |
| 2006-08-01 | 46.4157657594 |
| 2006-09-01 | 46.8221663206 |
| 2006-10-01 | 47.3554686787 |
| 2006-11-01 | 48.0494303594 |
| 2006-12-01 | 47.8370621481 |
| 2007-01-01 | 48.1546032554 |
| 2007-02-01 | 48.2618021653 |
| 2007-03-01 | 49.1316553031 |
| 2007-04-01 | 49.7823660683 |
| 2007-05-01 | 50.6054425085 |
| 2007-06-01 | 51.0849874279 |
| 2007-07-01 | 50.4910652484 |
| 2007-08-01 | 50.8674525368 |
| 2007-09-01 | 50.7351306173 |
| 2007-10-01 | 51.2065206761 |
| 2007-11-01 | 51.0455494243 |
| 2007-12-01 | 51.3138999578 |
| 2008-01-01 | 51.4432151399 |
| 2008-02-01 | 51.7587304022 |
| 2008-03-01 | 51.6466468785 |
| 2008-04-01 | 51.7572633807 |
| 2008-05-01 | 52.2949190672 |
| 2008-06-01 | 52.4971383818 |
| 2008-07-01 | 52.2330836089 |
| 2008-08-01 | 52.0080254597 |
| 2008-09-01 | 51.8081948438 |
| 2008-10-01 | 51.2918391874 |
| 2008-11-01 | 50.7226898321 |
| 2008-12-01 | 50.9175219465 |
| 2009-01-01 | 50.2028592453 |
| 2009-02-01 | 49.7158536255 |
| 2009-03-01 | 49.0863899424 |
| 2009-04-01 | 48.4154047847 |
| 2009-05-01 | 47.7351998535 |
| 2009-06-01 | 47.5663267094 |
| 2009-07-01 | 47.9618364246 |
| 2009-08-01 | 47.7175607750 |
| 2009-09-01 | 48.0793564486 |
| 2009-10-01 | 48.3174974686 |
| 2009-11-01 | 48.5846117250 |
| 2009-12-01 | 49.4297792125 |
| 2010-01-01 | 49.0550192223 |
| 2010-02-01 | 48.9572395713 |
| 2010-03-01 | 49.4003080679 |
| 2010-04-01 | 49.6219163672 |
| 2010-05-01 | 49.5298413736 |
| 2010-06-01 | 49.2997627320 |
| 2010-07-01 | 49.9078951658 |
| 2010-08-01 | 49.9500010287 |
| 2010-09-01 | 50.1050164309 |
| 2010-10-01 | 50.7526374501 |
| 2010-11-01 | 51.1428008243 |
| 2010-12-01 | 51.1597441906 |
| 2011-01-01 | 51.3803573272 |
| 2011-02-01 | 52.1826807942 |
| 2011-03-01 | 52.4180726469 |
| 2011-04-01 | 52.9957375469 |
| 2011-05-01 | 52.5000096167 |
| 2011-06-01 | 52.7365264075 |
| 2011-07-01 | 52.5456399252 |
| 2011-08-01 | 52.9721502899 |
| 2011-09-01 | 52.8299050529 |
| 2011-10-01 | 52.5870343404 |
| 2011-11-01 | 53.0035284202 |
| 2011-12-01 | 52.4047850995 |
| 2012-01-01 | 52.5257092302 |
| 2012-02-01 | 52.4867095059 |
| 2012-03-01 | 52.5090836853 |
| 2012-04-01 | 52.3215745727 |
| 2012-05-01 | 52.9961007011 |
| 2012-06-01 | 53.0306545512 |
| 2012-07-01 | 52.6700810488 |
| 2012-08-01 | 53.2526429476 |
| 2012-09-01 | 53.4975891875 |
| 2012-10-01 | 53.5234585268 |
| 2012-11-01 | 53.5822314867 |
| 2012-12-01 | 53.9486171384 |
| 2013-01-01 | 54.1773325993 |
| 2013-02-01 | 54.4046088387 |
| 2013-03-01 | 54.5125253340 |
| 2013-04-01 | 54.5320437006 |
| 2013-05-01 | 54.7613301306 |
| 2013-06-01 | 54.9183605464 |
| 2013-07-01 | 55.1623203324 |
| 2013-08-01 | 55.6546198310 |
| 2013-09-01 | 55.7740213897 |
| 2013-10-01 | 56.0621046449 |
| 2013-11-01 | 56.2993763563 |
| 2013-12-01 | 56.5792225770 |
| 2014-01-01 | 56.8444275419 |
| 2014-02-01 | 56.9185736212 |
| 2014-03-01 | 57.3053003759 |
| 2014-04-01 | 58.0332140081 |
| 2014-05-01 | 58.2526764670 |
| 2014-06-01 | 58.8253436334 |
| 2014-07-01 | 59.3371840618 |
| 2014-08-01 | 59.4456427377 |
| 2014-09-01 | 59.9692164200 |
| 2014-10-01 | 60.7063644489 |
| 2014-11-01 | 61.3005468911 |
| 2014-12-01 | 62.0233406669 |
| 2015-01-01 | 62.9172001718 |
| 2015-02-01 | 63.5982050704 |
| 2015-03-01 | 63.6549654004 |
| 2015-04-01 | 63.7147215625 |
| 2015-05-01 | 64.4698257031 |
| 2015-06-01 | 64.8417222785 |
| 2015-07-01 | 65.1776757515 |
| 2015-08-01 | 65.6373310966 |
| 2015-09-01 | 66.5245156726 |
| 2015-10-01 | 66.8304488907 |
| 2015-11-01 | 67.3825531885 |
| 2015-12-01 | 67.7882666089 |
| 2016-01-01 | 67.9347225002 |
| 2016-02-01 | 68.2933248284 |
| 2016-03-01 | 69.3225393274 |
| 2016-04-01 | 69.2162219950 |
| 2016-05-01 | 69.4731251762 |
| 2016-06-01 | 69.5341386507 |
| 2016-07-01 | 70.0363564508 |
| 2016-08-01 | 70.0753772625 |
| 2016-09-01 | 70.2552297091 |
| 2016-10-01 | 70.2319247992 |
| 2016-11-01 | 70.2376107217 |
| 2016-12-01 | 70.4520939614 |
| 2017-01-01 | 70.7774226062 |
| 2017-02-01 | 71.1178311747 |
| 2017-03-01 | 71.4621813081 |
| 2017-04-01 | 71.5735697976 |
| 2017-05-01 | 71.6297384586 |
| 2017-06-01 | 72.0150396886 |
| 2017-07-01 | 71.7766761309 |
| 2017-08-01 | 72.0951399539 |
| 2017-09-01 | 71.8878289983 |
| 2017-10-01 | 71.5912773833 |
| 2017-11-01 | 71.7930736674 |
| 2017-12-01 | 71.5960986304 |
| 2018-01-01 | 71.7196108229 |
| 2018-02-01 | 72.0631430249 |
| 2018-03-01 | 72.1562081840 |
| 2018-04-01 | 71.8414623598 |
| 2018-05-01 | 72.0762968627 |
| 2018-06-01 | 72.1817792585 |
| 2018-07-01 | 72.4233142161 |
| 2018-08-01 | 72.6126741228 |
| 2018-09-01 | 72.7470309849 |
| 2018-10-01 | 72.9265242527 |
| 2018-11-01 | 73.1401726747 |
| 2018-12-01 | 73.6212042279 |
| 2019-01-01 | 73.4359411182 |
| 2019-02-01 | 73.3992025450 |
| 2019-03-01 | 73.7736497399 |
| 2019-04-01 | 74.2785679237 |
| 2019-05-01 | 74.6515507509 |
| 2019-06-01 | 74.9691041755 |
| 2019-07-01 | 75.2521246804 |
| 2019-08-01 | 75.6643630346 |
| 2019-09-01 | 75.8471604602 |
| 2019-10-01 | 76.3507625109 |
| 2019-11-01 | 76.5986669993 |
| 2019-12-01 | 77.0318757265 |
| 2020-01-01 | 77.6190153528 |
| 2020-02-01 | 77.8971215383 |
| 2020-03-01 | 77.7112477162 |
| 2020-04-01 | 74.7086474548 |
| 2020-05-01 | 75.7092125097 |
| 2020-06-01 | 75.4434468333 |
| 2020-07-01 | 75.6681972579 |
| 2020-08-01 | 75.4479839849 |
| 2020-09-01 | 76.5010699877 |
| 2020-10-01 | 77.4972476029 |
| 2020-11-01 | 77.4757850612 |
| 2020-12-01 | 77.3134337544 |
| 2021-01-01 | 77.4112891726 |
| 2021-02-01 | 77.8505414739 |
| 2021-03-01 | 78.3721026787 |
| 2021-04-01 | 79.0932915903 |
| 2021-05-01 | 79.5820730817 |
| 2021-06-01 | 79.4379040383 |
| 2021-07-01 | 80.8625163552 |
| 2021-08-01 | 81.2399954051 |
| 2021-09-01 | 81.7988981409 |
| 2021-10-01 | 82.8623057150 |
| 2021-11-01 | 83.5366862673 |
| 2021-12-01 | 84.4172292927 |
| 2022-01-01 | 85.2041341792 |
| 2022-02-01 | 85.7490217601 |
| 2022-03-01 | 86.2235567985 |
| 2022-04-01 | 86.5328082528 |
| 2022-05-01 | 86.6677329943 |
| 2022-06-01 | 87.2396068289 |
| 2022-07-01 | 87.4267507791 |
| 2022-08-01 | 88.0083258463 |
| 2022-09-01 | 88.3162821070 |
| 2022-10-01 | 88.2759922856 |
| 2022-11-01 | 88.2847491341 |
| 2022-12-01 | 88.8042751458 |
| 2023-01-01 | 89.9265402225 |
| 2023-02-01 | 90.0938926062 |
| 2023-03-01 | 90.1645379436 |
| 2023-04-01 | 90.2918924017 |
| 2023-05-01 | 91.0447847631 |
| 2023-06-01 | 91.2380410263 |
| 2023-07-01 | 91.6160048373 |
| 2023-08-01 | 91.3428083885 |
| 2023-09-01 | 91.6590848761 |
| 2023-10-01 | 91.6072805361 |
| 2023-11-01 | 91.7356261855 |
| 2023-12-01 | 92.5809223533 |
| 2024-01-01 | 91.0791624144 |
| 2024-02-01 | 91.2655566191 |
| 2024-03-01 | 91.4902776389 |
| 2024-04-01 | 91.7750711278 |
| 2024-05-01 | 91.5020009686 |
| 2024-06-01 | 91.4399180854 |
| 2024-07-01 | 91.1337145392 |
| 2024-08-01 | 90.9728679077 |
| 2024-09-01 | 90.8434991506 |
| 2024-10-01 | 91.2470880366 |
| 2024-11-01 | 90.9006560192 |
| 2024-12-01 | 90.6365205722 |
| 2025-01-01 | 90.3217582846 |
| 2025-02-01 | 90.2486773493 |
| 2025-03-01 | 90.1712773827 |
| 2025-04-01 | 90.3755408919 |
| 2025-05-01 | 90.3712776144 |
| 2025-06-01 | 90.5497574186 |
| 2025-07-01 | 91.1935611735 |
| 2025-08-01 | 90.9094775697 |
| 2025-09-01 | 90.6336662362 |
| 2025-10-01 | 90.5593531958 |
| 2025-11-01 | 91.0631107732 |
| 2025-12-01 | 91.2086161676 |
| 2026-01-01 | 91.3636749440 |
| 2026-02-01 | 91.5914700413 |
| 2026-03-01 | 91.2255910936 |
| 2026-04-01 | 92.0613756167 |
| 2026-05-01 | 92.4667504352 |
| 2026-06-01 | 92.4754556500 |
| 2026-07-01 | 92.9498301208 |
| 2026-08-01 | 93.3544486491 |