Table Data - All Employees: Professional and Business Services: Computer Systems Design and Related Services in Denver-Aurora-Centennial, CO (MSA)

Title All Employees: Professional and Business Services: Computer Systems Design and Related Services in Denver-Aurora-Centennial, CO (MSA)
Series ID SMU08197406054150001SA
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 2026-05-01
Last Updated 2026-06-24 10:42 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 11.8500411398062
1990-02-01 11.9736225046345
1990-03-01 12.0872034994546
1990-04-01 12.2131794552512
1990-05-01 12.3313298682750
1990-06-01 12.4029177685291
1990-07-01 12.5370528096596
1990-08-01 12.6827136445093
1990-09-01 12.6763288489018
1990-10-01 12.7336945787194
1990-11-01 13.1373377527988
1990-12-01 13.1859511283775
1991-01-01 13.6398456253649
1991-02-01 13.6614761713219
1991-03-01 13.7844798911160
1991-04-01 14.0076252695053
1991-05-01 14.1353170906595
1991-06-01 14.1012335951758
1991-07-01 13.7517807964998
1991-08-01 13.6838934102105
1991-09-01 13.7780264408229
1991-10-01 13.8324723026329
1991-11-01 13.5214789970434
1991-12-01 13.6782096325358
1992-01-01 13.8462469440750
1992-02-01 13.9507352839714
1992-03-01 13.9913758334779
1992-04-01 14.0308645480332
1992-05-01 14.0519779332339
1992-06-01 14.2018846683534
1992-07-01 14.0698755691792
1992-08-01 14.0687212776594
1992-09-01 14.2676014350474
1992-10-01 14.3103878284851
1992-11-01 14.3981040861329
1992-12-01 14.3606751457638
1993-01-01 14.5734343498342
1993-02-01 14.5578846750457
1993-03-01 14.6062678866719
1993-04-01 14.6590120152210
1993-05-01 14.6727281503974
1993-06-01 14.8048722551962
1993-07-01 13.9624588668609
1993-08-01 14.0383575954893
1993-09-01 14.1422626129342
1993-10-01 14.2775062967210
1993-11-01 14.3858441437584
1993-12-01 14.4409189979014
1994-01-01 14.4222892160885
1994-02-01 14.4767796956907
1994-03-01 14.5262077791424
1994-04-01 14.5999509201019
1994-05-01 14.7895404905049
1994-06-01 14.8026533829604
1994-07-01 14.8391727217148
1994-08-01 14.9887229522695
1994-09-01 15.1102752079627
1994-10-01 15.3534562707171
1994-11-01 15.5895340070953
1994-12-01 15.9281987147667
1995-01-01 16.2798138781326
1995-02-01 16.7019537839826
1995-03-01 17.0498787102049
1995-04-01 17.7372799309952
1995-05-01 18.9197116413655
1995-06-01 20.0900459690573
1995-07-01 20.6789411920400
1995-08-01 21.2029228380112
1995-09-01 21.6625965658256
1995-10-01 21.8494542826823
1995-11-01 22.1015518520981
1995-12-01 22.4156676853049
1996-01-01 22.6682510026809
1996-02-01 22.9246300845502
1996-03-01 23.2790762837200
1996-04-01 23.1909346601998
1996-05-01 22.6547247742891
1996-06-01 22.9668388568152
1996-07-01 23.1000360322063
1996-08-01 23.0670218105818
1996-09-01 23.4290917365512
1996-10-01 23.6363863397250
1996-11-01 23.8010687687186
1996-12-01 23.9285811465701
1997-01-01 23.5131013873390
1997-02-01 23.6557242492446
1997-03-01 23.6976104908147
1997-04-01 23.8131569089643
1997-05-01 23.9692757381779
1997-06-01 23.4547675331646
1997-07-01 22.6350885850496
1997-08-01 22.6628964233627
1997-09-01 22.8077024183857
1997-10-01 21.9233720820435
1997-11-01 20.8050424776156
1997-12-01 20.9483172996656
1998-01-01 21.2357035898429
1998-02-01 21.4856134686046
1998-03-01 21.7876156526246
1998-04-01 22.0060866375068
1998-05-01 21.9544840654495
1998-06-01 22.2485304986241
1998-07-01 22.6892238331520
1998-08-01 22.8519828741381
1998-09-01 23.0060564581187
1998-10-01 23.1083788791317
1998-11-01 23.5190788570246
1998-12-01 23.7294511350957
1999-01-01 23.8222012877213
1999-02-01 23.8393340145777
1999-03-01 23.9025694055112
1999-04-01 24.7164673307568
1999-05-01 25.0288614610812
1999-06-01 25.3015638728086
1999-07-01 25.5426254593384
1999-08-01 25.7177914657791
1999-09-01 25.9769045845111
1999-10-01 26.0913244206701
1999-11-01 26.1610912795373
1999-12-01 27.2225411194060
2000-01-01 28.6656225937639
2000-02-01 29.1065450018002
2000-03-01 29.5019896639116
2000-04-01 29.7194881322916
2000-05-01 29.9045020746203
2000-06-01 30.1336817333441
2000-07-01 30.3960332104726
2000-08-01 30.4761446074864
2000-09-01 30.5537502537944
2000-10-01 30.8806402643838
2000-11-01 30.8860203476744
2000-12-01 31.0979518946860
2001-01-01 30.6457656121083
2001-02-01 30.0460526200222
2001-03-01 30.0134584903999
2001-04-01 29.5945289129697
2001-05-01 29.1738462622538
2001-06-01 28.5947311545490
2001-07-01 27.6644566998612
2001-08-01 27.2199613557719
2001-09-01 26.5446106808194
2001-10-01 25.8047648628905
2001-11-01 25.0625687321683
2001-12-01 24.6227485199382
2002-01-01 24.1358474699578
2002-02-01 23.7109341179498
2002-03-01 23.2895096182298
2002-04-01 22.8298840544897
2002-05-01 22.4746287921749
2002-06-01 22.1414336806122
2002-07-01 21.9512946100855
2002-08-01 21.6011255786342
2002-09-01 21.3791304262292
2002-10-01 21.1188347208728
2002-11-01 21.0149205422138
2002-12-01 20.6217226818884
2003-01-01 20.3429436966965
2003-02-01 20.0822625868393
2003-03-01 19.8830086650685
2003-04-01 19.7898567714355
2003-05-01 19.6707650999287
2003-06-01 19.6734266928273
2003-07-01 19.6234745138116
2003-08-01 19.6556699095177
2003-09-01 19.6094393766479
2003-10-01 19.4232909410553
2003-11-01 19.3810175788343
2003-12-01 19.3041379791633
2004-01-01 19.2842782599650
2004-02-01 19.2515697094498
2004-03-01 19.2660594160932
2004-04-01 19.3689245639394
2004-05-01 19.3729677789062
2004-06-01 19.4083076394458
2004-07-01 19.3778663980211
2004-08-01 19.2192111714916
2004-09-01 19.4588940085888
2004-10-01 19.6954680156872
2004-11-01 19.6501908050845
2004-12-01 19.6666562251433
2005-01-01 19.7361804493335
2005-02-01 19.8095267435669
2005-03-01 19.9572020960554
2005-04-01 19.8690410364035
2005-05-01 19.8865112818561
2005-06-01 19.7512034740630
2005-07-01 19.7208991685892
2005-08-01 19.6741876723375
2005-09-01 19.6922704719764
2005-10-01 19.7645360556597
2005-11-01 19.8334118427257
2005-12-01 19.9222345949761
2006-01-01 19.8749274631835
2006-02-01 19.8691593356421
2006-03-01 19.8669703925221
2006-04-01 19.7747376360878
2006-05-01 19.9170208588286
2006-06-01 20.1980221296548
2006-07-01 20.1444204777941
2006-08-01 20.3048893815070
2006-09-01 20.4064490157478
2006-10-01 20.5331346547515
2006-11-01 20.5163762402340
2006-12-01 20.5874419492641
2007-01-01 21.0277643550639
2007-02-01 20.9558603736388
2007-03-01 20.9979691119241
2007-04-01 21.1726443432913
2007-05-01 21.2382989815372
2007-06-01 21.4485041645840
2007-07-01 21.6488196510887
2007-08-01 21.7054128565711
2007-09-01 21.9115589126085
2007-10-01 22.0239489044727
2007-11-01 22.2021120526214
2007-12-01 22.3446192970953
2008-01-01 22.4971197245527
2008-02-01 22.5715623646215
2008-03-01 22.7222864919942
2008-04-01 22.9743534631820
2008-05-01 23.0389890857263
2008-06-01 23.0835417623577
2008-07-01 23.1471652367612
2008-08-01 23.2767488686829
2008-09-01 23.3306378236597
2008-10-01 23.3281640121717
2008-11-01 23.3910419096516
2008-12-01 23.3401418514431
2009-01-01 23.1864826476477
2009-02-01 22.9764406275058
2009-03-01 23.0248034534977
2009-04-01 22.6898788607895
2009-05-01 22.6187884936713
2009-06-01 22.3815108700258
2009-07-01 22.3224852982084
2009-08-01 22.2529602056726
2009-09-01 22.1512213727236
2009-10-01 22.1517407130828
2009-11-01 22.0127336726900
2009-12-01 22.0783216493964
2010-01-01 22.0797299947204
2010-02-01 22.1557349328524
2010-03-01 22.2147766274096
2010-04-01 22.1108528095513
2010-05-01 22.1082590994597
2010-06-01 22.1555634068666
2010-07-01 22.1901607479521
2010-08-01 22.2362955858935
2010-09-01 22.2708053807066
2010-10-01 22.3741401566134
2010-11-01 22.5234891324851
2010-12-01 22.5208962139156
2011-01-01 22.6700988425626
2011-02-01 22.8281484276840
2011-03-01 22.9306309834505
2011-04-01 23.3273494374048
2011-05-01 23.4932539358417
2011-06-01 23.7421517848665
2011-07-01 23.8513084047347
2011-08-01 24.0207786312793
2011-09-01 24.1826499709785
2011-10-01 24.1891298646811
2011-11-01 24.3440465418634
2011-12-01 24.5494942492976
2012-01-01 24.6550713668127
2012-02-01 24.8100218216285
2012-03-01 25.0484675378739
2012-04-01 24.9407555403179
2012-05-01 25.0808941590126
2012-06-01 25.2496077820875
2012-07-01 25.4107541254408
2012-08-01 25.5052662457285
2012-09-01 25.5954054080243
2012-10-01 26.0854587936888
2012-11-01 26.1570959976266
2012-12-01 26.1901354884323
2013-01-01 26.6274927908643
2013-02-01 26.8113406223365
2013-03-01 26.9706746816317
2013-04-01 27.0378945659964
2013-05-01 27.2566104286131
2013-06-01 27.2750765038479
2013-07-01 27.4901339923962
2013-08-01 27.6746118754391
2013-09-01 27.8122067095397
2013-10-01 27.9657696811440
2013-11-01 28.0717344830499
2013-12-01 28.1256708638144
2014-01-01 28.2139314914051
2014-02-01 28.3169343173506
2014-03-01 28.4887446384626
2014-04-01 28.7142858283239
2014-05-01 28.8493918016636
2014-06-01 29.0848718275404
2014-07-01 29.2751084521699
2014-08-01 29.5539941457531
2014-09-01 29.5355704559266
2014-10-01 29.4451221962664
2014-11-01 29.6654224799892
2014-12-01 29.8672304349072
2015-01-01 30.1090271539499
2015-02-01 30.2251890518643
2015-03-01 30.4127265124831
2015-04-01 30.5807226012741
2015-05-01 30.7424336280150
2015-06-01 30.8936569856550
2015-07-01 30.9679369198128
2015-08-01 31.2331667885085
2015-09-01 31.3706082134286
2015-10-01 31.9225001851489
2015-11-01 31.9305977944487
2015-12-01 31.9900893130823
2016-01-01 32.4369073342840
2016-02-01 32.7252929976378
2016-03-01 32.8429240928508
2016-04-01 33.0574951416221
2016-05-01 33.2480624723510
2016-06-01 33.3967495477181
2016-07-01 33.5359982653914
2016-08-01 33.6307642530049
2016-09-01 33.8028262384595
2016-10-01 33.9027456142902
2016-11-01 34.0787528990485
2016-12-01 34.1016158799293
2017-01-01 34.2700193939738
2017-02-01 34.3264067851891
2017-03-01 34.5585210665035
2017-04-01 34.6599851320273
2017-05-01 34.7566360392552
2017-06-01 34.9159976310081
2017-07-01 35.2037999239885
2017-08-01 35.4230667692803
2017-09-01 35.5260431867910
2017-10-01 35.7826064295261
2017-11-01 35.9394187272637
2017-12-01 36.0970038980857
2018-01-01 36.2023445973724
2018-02-01 36.4013172079985
2018-03-01 36.5745950979371
2018-04-01 36.8699882740012
2018-05-01 37.0785564732491
2018-06-01 37.3298138669194
2018-07-01 37.2805361260511
2018-08-01 37.3483987541675
2018-09-01 37.5245979808314
2018-10-01 37.8650909922781
2018-11-01 37.8296040461556
2018-12-01 37.9877464510192
2019-01-01 38.1133591265993
2019-02-01 38.3717805605149
2019-03-01 38.4563726980200
2019-04-01 38.7641719152319
2019-05-01 39.3064132725724
2019-06-01 39.5634619709154
2019-07-01 39.9576878288959
2019-08-01 40.3634009009479
2019-09-01 40.4566929681964
2019-10-01 40.5596586855384
2019-11-01 40.7409178715834
2019-12-01 40.9085617401355
2020-01-01 41.0868423977290
2020-02-01 41.1322539318015
2020-03-01 41.0261020532677
2020-04-01 40.4063179327479
2020-05-01 40.6019404187476
2020-06-01 40.7804592417698
2020-07-01 40.8720004311917
2020-08-01 41.0158425105888
2020-09-01 41.5292449824404
2020-10-01 41.8587699217072
2020-11-01 42.0660872313238
2020-12-01 42.4625950366717
2021-01-01 42.5396923779190
2021-02-01 43.0056036123278
2021-03-01 43.5625440558054
2021-04-01 44.1187094666207
2021-05-01 44.5291622074160
2021-06-01 45.3025520806711
2021-07-01 46.0805713554050
2021-08-01 46.6388540308397
2021-09-01 47.1091775492047
2021-10-01 47.5845625107591
2021-11-01 48.3068213272057
2021-12-01 48.7322895298255
2022-01-01 49.5755314846122
2022-02-01 49.9299233692982
2022-03-01 50.3156125741882
2022-04-01 51.2972349848406
2022-05-01 51.5989958434954
2022-06-01 51.6746705525411
2022-07-01 51.9508186002845
2022-08-01 52.3027457646574
2022-09-01 52.4046737946249
2022-10-01 52.9152117414201
2022-11-01 53.0746224084140
2022-12-01 52.9717874844875
2023-01-01 53.3090987054724
2023-02-01 53.3353888102139
2023-03-01 53.4424535008953
2023-04-01 53.0389655583450
2023-05-01 53.1283406353002
2023-06-01 53.4220869964627
2023-07-01 52.7438461070927
2023-08-01 52.0699761264422
2023-09-01 52.5772820927872
2023-10-01 52.4424160435736
2023-11-01 52.3683231716654
2023-12-01 52.7216307389952
2024-01-01 52.2426138555339
2024-02-01 52.5813680964754
2024-03-01 53.1447146025748
2024-04-01 52.6883281157447
2024-05-01 52.6411988173698
2024-06-01 52.9789317944243
2024-07-01 52.8163015669017
2024-08-01 52.7417841897060
2024-09-01 52.6895560873978
2024-10-01 52.4157648261602
2024-11-01 52.5081278802180
2024-12-01 52.1870185309907
2025-01-01 52.5601480522672
2025-02-01 52.2857825607368
2025-03-01 52.0741656876516
2025-04-01 52.1659381192570
2025-05-01 51.3743948901721
2025-06-01 50.9896704550414
2025-07-01 52.5426638775322
2025-08-01 52.4739896852046
2025-09-01 52.3758714620039
2025-10-01 52.5610460079672
2025-11-01 52.2307817447840
2025-12-01 52.7276647103222
2026-01-01 52.1225025108068
2026-02-01 51.9246631811028
2026-03-01 51.6363148379405
2026-04-01 52.2464725840321
2026-05-01 52.5753996405847

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