Table Data - All Employees: Professional and Business Services: Employment Services in Maryland

Title All Employees: Professional and Business Services: Employment Services in Maryland
Series ID SMU24000006056130001SA
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 2026-04-01
Last Updated 2026-05-26 1:52 PM 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 28.0448547196854
1990-02-01 28.1477788797323
1990-03-01 27.6972571652367
1990-04-01 27.4239332151239
1990-05-01 27.4582990543203
1990-06-01 27.3032257042459
1990-07-01 26.4838249887711
1990-08-01 26.7031292291777
1990-09-01 26.4393538364136
1990-10-01 24.3186568949980
1990-11-01 25.0207640655023
1990-12-01 25.0361649291787
1991-01-01 24.0495828431935
1991-02-01 24.0188224195418
1991-03-01 23.8978531337292
1991-04-01 23.2140347005201
1991-05-01 22.6246938940373
1991-06-01 22.8519230769964
1991-07-01 22.6843960365015
1991-08-01 23.4519258626730
1991-09-01 22.6370008484708
1991-10-01 22.3166349264254
1991-11-01 22.7774938405107
1991-12-01 23.1227493286486
1992-01-01 23.8539087256593
1992-02-01 24.0295506985130
1992-03-01 23.7989042666604
1992-04-01 23.8050887988954
1992-05-01 23.7834937996350
1992-06-01 23.1266485974294
1992-07-01 24.2670137037279
1992-08-01 24.2942513698638
1992-09-01 24.6078499357510
1992-10-01 25.5400733401907
1992-11-01 25.0580185753671
1992-12-01 24.9062156140921
1993-01-01 25.4720696242664
1993-02-01 25.3843773588617
1993-03-01 25.3185348731401
1993-04-01 26.8481707979751
1993-05-01 27.3248586291511
1993-06-01 27.8148825487855
1993-07-01 28.4833606292267
1993-08-01 27.5850249630048
1993-09-01 27.7866777084870
1993-10-01 27.7843144246845
1993-11-01 28.3754565311441
1993-12-01 29.3841823357903
1994-01-01 28.0272979211990
1994-02-01 29.1739097820856
1994-03-01 30.1995781583073
1994-04-01 30.4334586371710
1994-05-01 31.0085997751127
1994-06-01 31.6877125506420
1994-07-01 31.0635259219788
1994-08-01 31.0020421866286
1994-09-01 31.9905068630350
1994-10-01 31.2998667055686
1994-11-01 31.7362674997842
1994-12-01 32.3202385412340
1995-01-01 33.0496909703484
1995-02-01 33.6573693928229
1995-03-01 33.5008635526877
1995-04-01 33.3238405904566
1995-05-01 33.2640536397450
1995-06-01 32.9381168524528
1995-07-01 33.6108066368250
1995-08-01 34.6280445857943
1995-09-01 34.6150437481655
1995-10-01 36.4114478014388
1995-11-01 36.8642469588268
1995-12-01 38.0236383748364
1996-01-01 34.0398682811138
1996-02-01 37.3878802864259
1996-03-01 38.5244840964642
1996-04-01 39.0418079708631
1996-05-01 39.8100127629315
1996-06-01 39.9026478806691
1996-07-01 39.9770299536928
1996-08-01 41.0776362852042
1996-09-01 41.2823985293461
1996-10-01 41.8780548220335
1996-11-01 42.5904842311476
1996-12-01 42.4622852033524
1997-01-01 43.5530097048569
1997-02-01 44.1998890047387
1997-03-01 45.3517263839497
1997-04-01 46.8632974696431
1997-05-01 47.9778856019722
1997-06-01 49.3166421824674
1997-07-01 49.8916656094252
1997-08-01 50.2841428503417
1997-09-01 51.0304115988807
1997-10-01 53.2334412519644
1997-11-01 53.8059038229907
1997-12-01 53.4020162820313
1998-01-01 46.9830608462641
1998-02-01 47.7237494964232
1998-03-01 48.0817194137709
1998-04-01 48.4199145057002
1998-05-01 49.3005398172809
1998-06-01 50.6379261537727
1998-07-01 52.2720442118777
1998-08-01 53.8335650499416
1998-09-01 53.4797145238239
1998-10-01 55.1206030719810
1998-11-01 55.4135052646942
1998-12-01 56.6175739120736
1999-01-01 52.8886923787474
1999-02-01 54.4720725352766
1999-03-01 55.3633017526307
1999-04-01 56.3236998532793
1999-05-01 56.9655494967986
1999-06-01 58.0645206384871
1999-07-01 58.3995960834566
1999-08-01 58.8125575325511
1999-09-01 59.4737480452325
1999-10-01 59.4790466795452
1999-11-01 59.5450297518262
1999-12-01 61.0826098482536
2000-01-01 61.1892057887470
2000-02-01 61.4025344320278
2000-03-01 62.4541588132204
2000-04-01 60.3340871217505
2000-05-01 60.6984753587478
2000-06-01 60.4561714854537
2000-07-01 60.7486828279317
2000-08-01 61.8577279263599
2000-09-01 62.0372507594014
2000-10-01 60.2996843074732
2000-11-01 60.6035392688952
2000-12-01 59.8191343060855
2001-01-01 58.8158589013075
2001-02-01 58.0981736553465
2001-03-01 58.0640832135227
2001-04-01 57.0774467046768
2001-05-01 56.6200080460272
2001-06-01 55.4999471693876
2001-07-01 55.2969352094468
2001-08-01 54.2986892786915
2001-09-01 53.9166465015017
2001-10-01 52.3669129371526
2001-11-01 51.7664896879027
2001-12-01 52.0823721773825
2002-01-01 52.1353170583842
2002-02-01 51.6415997507422
2002-03-01 52.0430617494411
2002-04-01 51.9979845694266
2002-05-01 51.7256612836356
2002-06-01 52.1523218412681
2002-07-01 52.6318423968759
2002-08-01 52.8807395636111
2002-09-01 52.6031293471359
2002-10-01 52.0932276273603
2002-11-01 52.2412226558046
2002-12-01 51.5195689292475
2003-01-01 50.3522380218618
2003-02-01 47.7967263249819
2003-03-01 48.9666486466235
2003-04-01 49.9787536613299
2003-05-01 49.7639995154035
2003-06-01 48.9390585288146
2003-07-01 48.2757743439583
2003-08-01 48.8491109939604
2003-09-01 48.5040271900093
2003-10-01 49.5905854225971
2003-11-01 49.0232151979176
2003-12-01 49.4503617497338
2004-01-01 50.1558465579874
2004-02-01 50.4858404985184
2004-03-01 50.1332069629993
2004-04-01 50.7384555457690
2004-05-01 51.2583110235923
2004-06-01 51.6715509609395
2004-07-01 51.6069606439166
2004-08-01 50.9583147941213
2004-09-01 50.2265404077641
2004-10-01 51.7638097080146
2004-11-01 51.8999139352418
2004-12-01 51.7195867678932
2005-01-01 51.6296950004316
2005-02-01 52.1532761861069
2005-03-01 52.5661128406264
2005-04-01 51.8895133535954
2005-05-01 52.6979505257996
2005-06-01 52.4649167301789
2005-07-01 51.7286288435303
2005-08-01 51.6643405860782
2005-09-01 51.5350218358140
2005-10-01 50.8138847109359
2005-11-01 50.7577522586492
2005-12-01 50.2153267910433
2006-01-01 51.4560044081188
2006-02-01 51.5666027735702
2006-03-01 53.2728265342199
2006-04-01 51.9026845636692
2006-05-01 51.5456549780562
2006-06-01 51.2541881479313
2006-07-01 51.7454280695918
2006-08-01 51.4250600506304
2006-09-01 51.2972053341023
2006-10-01 51.2317760537218
2006-11-01 51.5295870519747
2006-12-01 51.9637817770564
2007-01-01 50.4654720529597
2007-02-01 49.5055423778809
2007-03-01 50.4054653973137
2007-04-01 50.4427482025256
2007-05-01 49.9577572025113
2007-06-01 49.8066311268011
2007-07-01 49.0745411039921
2007-08-01 49.2466015451052
2007-09-01 49.1625036886372
2007-10-01 48.7066807252203
2007-11-01 48.4629608337594
2007-12-01 49.1720909333444
2008-01-01 46.4907441671116
2008-02-01 46.5206944355730
2008-03-01 46.1075969302050
2008-04-01 45.5455998340175
2008-05-01 45.1259893218516
2008-06-01 44.1084052631785
2008-07-01 43.9713364970064
2008-08-01 43.8235097054571
2008-09-01 43.1202911728730
2008-10-01 42.5936733680806
2008-11-01 41.4435865342594
2008-12-01 40.3671758774746
2009-01-01 39.6183561202500
2009-02-01 38.3131702380918
2009-03-01 37.6994969701740
2009-04-01 37.4283325592344
2009-05-01 37.2001597335757
2009-06-01 36.7548472257094
2009-07-01 36.7080516443298
2009-08-01 36.4719300256622
2009-09-01 36.4838302724645
2009-10-01 36.9225735933929
2009-11-01 36.8579071081528
2009-12-01 36.9670968372407
2010-01-01 37.8375339283593
2010-02-01 35.6802150956837
2010-03-01 38.0399144132601
2010-04-01 38.0852934288322
2010-05-01 37.4872359318571
2010-06-01 37.9266561625016
2010-07-01 37.7279203561960
2010-08-01 37.4012919644822
2010-09-01 36.7527794219050
2010-10-01 38.1378753445220
2010-11-01 37.9835231717590
2010-12-01 38.2627359133262
2011-01-01 38.6577654239367
2011-02-01 39.2787819492710
2011-03-01 38.9465732939832
2011-04-01 39.8166658992332
2011-05-01 39.9766123093512
2011-06-01 40.5719341392815
2011-07-01 41.3254472211419
2011-08-01 41.4336335940588
2011-09-01 41.8470859181945
2011-10-01 41.2711500243978
2011-11-01 42.0037734992857
2011-12-01 42.2960734567444
2012-01-01 42.2115145442841
2012-02-01 41.9364463251976
2012-03-01 42.4147916620482
2012-04-01 41.7877160863016
2012-05-01 42.1469778035760
2012-06-01 42.8115178346308
2012-07-01 43.0315862083135
2012-08-01 44.2549413041871
2012-09-01 44.7350023005869
2012-10-01 43.2281469977113
2012-11-01 44.3810562349023
2012-12-01 44.7781643039863
2013-01-01 45.7200608873717
2013-02-01 46.2004215415527
2013-03-01 46.2492195440151
2013-04-01 45.2194817363538
2013-05-01 45.2858187930384
2013-06-01 46.1028614186947
2013-07-01 44.1484290105430
2013-08-01 45.2456745795272
2013-09-01 45.3264424345389
2013-10-01 45.7451978384592
2013-11-01 46.5669537983838
2013-12-01 45.7466744227321
2014-01-01 45.9289197493396
2014-02-01 46.5456472584395
2014-03-01 47.0406231041417
2014-04-01 47.8369185022881
2014-05-01 48.4348630039701
2014-06-01 47.9126393229368
2014-07-01 48.1421904769427
2014-08-01 47.5531049523748
2014-09-01 47.6896958232766
2014-10-01 47.8762320132245
2014-11-01 47.7820266183512
2014-12-01 48.5470424580720
2015-01-01 47.6708882095421
2015-02-01 47.9131370036277
2015-03-01 48.1639601934950
2015-04-01 48.9590662850042
2015-05-01 49.3372645447733
2015-06-01 48.6466291730771
2015-07-01 49.2966599809154
2015-08-01 49.7499980523237
2015-09-01 48.5302932904227
2015-10-01 50.1470545606914
2015-11-01 50.2673160514049
2015-12-01 50.2006217095422
2016-01-01 51.2589033918053
2016-02-01 50.1418575643816
2016-03-01 49.4748444939929
2016-04-01 49.7751277912559
2016-05-01 49.2611235792133
2016-06-01 50.0418879755589
2016-07-01 50.0593585427441
2016-08-01 50.4155258645089
2016-09-01 50.4592763405179
2016-10-01 51.0199469762255
2016-11-01 51.0909271568558
2016-12-01 50.8458422562820
2017-01-01 50.3511723867826
2017-02-01 49.9791300994531
2017-03-01 50.6400208013315
2017-04-01 50.3048684521305
2017-05-01 50.1966827947094
2017-06-01 50.6530752971017
2017-07-01 50.0079278770630
2017-08-01 49.5629312250717
2017-09-01 50.2445890884007
2017-10-01 49.5080334111730
2017-11-01 49.3738804926337
2017-12-01 50.3226507215990
2018-01-01 50.6063526164746
2018-02-01 50.4914201234308
2018-03-01 50.5956762210253
2018-04-01 50.1944532995509
2018-05-01 49.8555597085097
2018-06-01 50.8284150705301
2018-07-01 51.4960824658779
2018-08-01 51.8049633677690
2018-09-01 52.6813834808911
2018-10-01 51.4140277948566
2018-11-01 52.6876742153958
2018-12-01 51.3640873042068
2019-01-01 51.3010560579091
2019-02-01 51.4802888807971
2019-03-01 51.6864729258957
2019-04-01 51.9315911116723
2019-05-01 51.7571440604008
2019-06-01 52.2450918157336
2019-07-01 51.2631689751765
2019-08-01 52.0197604184921
2019-09-01 51.7013772688494
2019-10-01 51.4711466035265
2019-11-01 52.0172029136815
2019-12-01 53.0230283809687
2020-01-01 51.4442368950718
2020-02-01 50.9954619946650
2020-03-01 50.7019354931091
2020-04-01 40.6658522224944
2020-05-01 41.4201639640025
2020-06-01 42.0091250844218
2020-07-01 43.3270737976925
2020-08-01 43.9226874721521
2020-09-01 44.5378974735225
2020-10-01 45.7918611452668
2020-11-01 46.2322774717708
2020-12-01 47.2597434120869
2021-01-01 48.7830950091640
2021-02-01 50.3006617169961
2021-03-01 51.2153535606904
2021-04-01 52.3603160318011
2021-05-01 53.3270898844893
2021-06-01 53.2083648626463
2021-07-01 53.7709850615095
2021-08-01 54.1395594510457
2021-09-01 53.8383573904052
2021-10-01 55.7429445435332
2021-11-01 56.7470309465834
2021-12-01 58.2084973040130
2022-01-01 58.0088586525187
2022-02-01 59.2709483295776
2022-03-01 57.9110997422231
2022-04-01 57.3454566995056
2022-05-01 57.3202686530773
2022-06-01 57.6267030294110
2022-07-01 58.2728245549159
2022-08-01 58.0943026948698
2022-09-01 57.3990976919821
2022-10-01 57.4714655358137
2022-11-01 56.8981428209660
2022-12-01 56.4178622272522
2023-01-01 55.4583290177368
2023-02-01 55.1432177512744
2023-03-01 54.3722668145168
2023-04-01 53.3793177490800
2023-05-01 52.2363837096438
2023-06-01 51.6225367598366
2023-07-01 50.2160454135754
2023-08-01 49.9380542857558
2023-09-01 49.8710674598286
2023-10-01 50.0730174632242
2023-11-01 50.2417447341054
2023-12-01 49.4372086237489
2024-01-01 50.6142774396236
2024-02-01 50.6040562514849
2024-03-01 50.5868468037233
2024-04-01 50.8384919673649
2024-05-01 50.3472051924856
2024-06-01 49.9303244253829
2024-07-01 49.9955656011714
2024-08-01 49.4260611098779
2024-09-01 49.8816420928028
2024-10-01 47.6676686049202
2024-11-01 47.3575972678175
2024-12-01 46.4272821887202
2025-01-01 45.0719457113247
2025-02-01 45.4345001376831
2025-03-01 45.2872665382881
2025-04-01 44.8384614049062
2025-05-01 44.8783038636456
2025-06-01 44.5654964558826
2025-07-01 43.8030567711019
2025-08-01 43.4303376590566
2025-09-01 43.8956665977742
2025-10-01 43.8568281097242
2025-11-01 43.3372223073558
2025-12-01 43.0120131887960
2026-01-01 44.0412443775432
2026-02-01 44.2763057668871
2026-03-01 44.1981209273329
2026-04-01 44.6813524674293

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