Table Data - All Employees: Professional and Business Services: Computer Systems Design and Related Services in California

Title All Employees: Professional and Business Services: Computer Systems Design and Related Services in California
Series ID SMU06000006054150001SA
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 10:56 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 64.4447867362
1990-02-01 65.0093082261
1990-03-01 65.3786028935
1990-04-01 65.2548332451
1990-05-01 64.8584401366
1990-06-01 65.3403030755
1990-07-01 67.3943855621
1990-08-01 68.2110151752
1990-09-01 68.8958090933
1990-10-01 68.8603874961
1990-11-01 68.8981771869
1990-12-01 69.2512461543
1991-01-01 73.6803223295
1991-02-01 74.1737475271
1991-03-01 73.7907778686
1991-04-01 76.1668397944
1991-05-01 76.0168167468
1991-06-01 75.5922138388
1991-07-01 77.3418125999
1991-08-01 77.6438738424
1991-09-01 77.7461325932
1991-10-01 78.3690085234
1991-11-01 79.3320242793
1991-12-01 79.9899845512
1992-01-01 81.1015645185
1992-02-01 80.7278732342
1992-03-01 81.0017497906
1992-04-01 81.3023231451
1992-05-01 81.4307135580
1992-06-01 81.4758586062
1992-07-01 81.1400892515
1992-08-01 81.4849920542
1992-09-01 81.2123750908
1992-10-01 82.0962658535
1992-11-01 82.2450850887
1992-12-01 82.2138778132
1993-01-01 80.8245523810
1993-02-01 80.8952759260
1993-03-01 80.7332739683
1993-04-01 80.6025435585
1993-05-01 80.9803524465
1993-06-01 81.4601894866
1993-07-01 80.6415716649
1993-08-01 81.1742595609
1993-09-01 82.6027138700
1993-10-01 82.5858385539
1993-11-01 82.7400753195
1993-12-01 83.3156316591
1994-01-01 85.4139803371
1994-02-01 85.6759928094
1994-03-01 86.2225154376
1994-04-01 86.9993160704
1994-05-01 87.7416435273
1994-06-01 87.8325665735
1994-07-01 88.5793150991
1994-08-01 89.0175575989
1994-09-01 89.8099531361
1994-10-01 89.8415465355
1994-11-01 90.4442735794
1994-12-01 91.4283729105
1995-01-01 92.8250535357
1995-02-01 94.6934250088
1995-03-01 95.3803649987
1995-04-01 95.5708366117
1995-05-01 96.9317255323
1995-06-01 98.1427493892
1995-07-01 99.3109168684
1995-08-01 100.5006903385
1995-09-01 101.5597805845
1995-10-01 102.3405327188
1995-11-01 104.1139403585
1995-12-01 105.1514418813
1996-01-01 106.0869410668
1996-02-01 107.0503288608
1996-03-01 109.1763686177
1996-04-01 109.8053588734
1996-05-01 110.0680656582
1996-06-01 110.6241024724
1996-07-01 113.1097770683
1996-08-01 115.1792321680
1996-09-01 116.8250514210
1996-10-01 118.8270334477
1996-11-01 120.3575376083
1996-12-01 122.0591092373
1997-01-01 124.6385665082
1997-02-01 125.3650067773
1997-03-01 126.3091885612
1997-04-01 128.4508214244
1997-05-01 129.7523729937
1997-06-01 130.7861914733
1997-07-01 132.5904825375
1997-08-01 133.3556145202
1997-09-01 133.6090165951
1997-10-01 134.8213199089
1997-11-01 135.4725456614
1997-12-01 136.9706387144
1998-01-01 138.2942877940
1998-02-01 139.3818270534
1998-03-01 140.4628429225
1998-04-01 141.8606192337
1998-05-01 143.3416598953
1998-06-01 145.2287984884
1998-07-01 146.9564458847
1998-08-01 147.9041261632
1998-09-01 149.5706782281
1998-10-01 151.6167939190
1998-11-01 153.4277526139
1998-12-01 154.2184210866
1999-01-01 155.4577627817
1999-02-01 157.9181321757
1999-03-01 159.5465693144
1999-04-01 161.1713356926
1999-05-01 164.2405336937
1999-06-01 167.0152543546
1999-07-01 166.7076400210
1999-08-01 168.7123780799
1999-09-01 171.5132533338
1999-10-01 173.6842207129
1999-11-01 176.1451504033
1999-12-01 178.9107692904
2000-01-01 182.7411199858
2000-02-01 186.9244387532
2000-03-01 191.1757685214
2000-04-01 196.5139470272
2000-05-01 201.8153701749
2000-06-01 207.7819985423
2000-07-01 209.8965690976
2000-08-01 214.2900897990
2000-09-01 216.8265563819
2000-10-01 218.6733101142
2000-11-01 220.7553736554
2000-12-01 222.2892058959
2001-01-01 220.7405212398
2001-02-01 220.5187228559
2001-03-01 218.7079771827
2001-04-01 214.9696915832
2001-05-01 210.8427815176
2001-06-01 208.5597104067
2001-07-01 198.7610893119
2001-08-01 195.4675644173
2001-09-01 192.1539171307
2001-10-01 190.0939489314
2001-11-01 186.6513506325
2001-12-01 184.3745738225
2002-01-01 182.0285190240
2002-02-01 179.4298393267
2002-03-01 178.6185436928
2002-04-01 178.0877348130
2002-05-01 177.6207161883
2002-06-01 176.6246382182
2002-07-01 175.2143812841
2002-08-01 174.3846425335
2002-09-01 173.4854386273
2002-10-01 172.1640904342
2002-11-01 171.9070666035
2002-12-01 172.6596428677
2003-01-01 170.2120645524
2003-02-01 169.3919222596
2003-03-01 169.0087674858
2003-04-01 167.5340986394
2003-05-01 167.0698058638
2003-06-01 166.7252367070
2003-07-01 166.5858342444
2003-08-01 166.5652262817
2003-09-01 166.9129210194
2003-10-01 166.8593220896
2003-11-01 167.0457748652
2003-12-01 167.9396913271
2004-01-01 166.8583058353
2004-02-01 166.4958546736
2004-03-01 166.1838628841
2004-04-01 166.5003392248
2004-05-01 166.2228335829
2004-06-01 166.4162618582
2004-07-01 167.0060501479
2004-08-01 167.2377249200
2004-09-01 167.5261964146
2004-10-01 168.3875295704
2004-11-01 168.8067925001
2004-12-01 169.5017169839
2005-01-01 169.8166108320
2005-02-01 171.1204104947
2005-03-01 171.1461591143
2005-04-01 174.4430362345
2005-05-01 175.1565146072
2005-06-01 175.6764936625
2005-07-01 173.5404688380
2005-08-01 174.1257332087
2005-09-01 175.6488736011
2005-10-01 176.2783732371
2005-11-01 177.4532984134
2005-12-01 178.2582433543
2006-01-01 180.9003025677
2006-02-01 182.6922786996
2006-03-01 183.5027742661
2006-04-01 184.5749988857
2006-05-01 184.9127161297
2006-06-01 185.7532849703
2006-07-01 186.4666055758
2006-08-01 187.6014947515
2006-09-01 187.9853810034
2006-10-01 188.0810296903
2006-11-01 188.8960111459
2006-12-01 189.4291468801
2007-01-01 193.4970539568
2007-02-01 194.9379490760
2007-03-01 194.8420131300
2007-04-01 194.2235729672
2007-05-01 195.8623577523
2007-06-01 196.8460476218
2007-07-01 197.8917484216
2007-08-01 198.5072277464
2007-09-01 199.1879804499
2007-10-01 200.6969972820
2007-11-01 201.6198835131
2007-12-01 202.4227446075
2008-01-01 203.2033830450
2008-02-01 203.7308531782
2008-03-01 204.4090690255
2008-04-01 204.9613095803
2008-05-01 205.0173233459
2008-06-01 204.8122734480
2008-07-01 204.2250842506
2008-08-01 204.1396261874
2008-09-01 203.9786149638
2008-10-01 203.6376914459
2008-11-01 201.8269546753
2008-12-01 200.4513785617
2009-01-01 199.0563675743
2009-02-01 197.1409040937
2009-03-01 195.7529348497
2009-04-01 193.8833813462
2009-05-01 193.0998236261
2009-06-01 192.0308510022
2009-07-01 191.0042896485
2009-08-01 190.4722360595
2009-09-01 189.3425187237
2009-10-01 190.8337970204
2009-11-01 191.1698675153
2009-12-01 191.7717378661
2010-01-01 192.1618230881
2010-02-01 193.4324689510
2010-03-01 194.7292868807
2010-04-01 196.4430344425
2010-05-01 197.4650717880
2010-06-01 198.4648374842
2010-07-01 199.0110238758
2010-08-01 199.4054359096
2010-09-01 200.7981881011
2010-10-01 201.1427380710
2010-11-01 201.8280916874
2010-12-01 202.9866822833
2011-01-01 204.9054003476
2011-02-01 205.8247673237
2011-03-01 206.8159817663
2011-04-01 207.5382435868
2011-05-01 208.7650411547
2011-06-01 209.5764296404
2011-07-01 211.6051839040
2011-08-01 212.8458974003
2011-09-01 215.0652367087
2011-10-01 215.2365635861
2011-11-01 216.6173789847
2011-12-01 217.2949670324
2012-01-01 217.8344156038
2012-02-01 220.3284082555
2012-03-01 221.7169644495
2012-04-01 223.2030274708
2012-05-01 224.4522800856
2012-06-01 226.5784419431
2012-07-01 227.2831249221
2012-08-01 228.7453990155
2012-09-01 229.9577454312
2012-10-01 232.1450245516
2012-11-01 232.2279089978
2012-12-01 233.8565769664
2013-01-01 234.2452769808
2013-02-01 235.9785642468
2013-03-01 238.0791673402
2013-04-01 237.8388095006
2013-05-01 239.4019200239
2013-06-01 240.6052026741
2013-07-01 241.8031396988
2013-08-01 243.6476203749
2013-09-01 245.3204347927
2013-10-01 246.5082479753
2013-11-01 248.8096735160
2013-12-01 250.6282035080
2014-01-01 252.5392608055
2014-02-01 253.9224917180
2014-03-01 256.3092857037
2014-04-01 256.0877651529
2014-05-01 258.5712543418
2014-06-01 261.1172970369
2014-07-01 261.4436876824
2014-08-01 263.9252031372
2014-09-01 265.5440827145
2014-10-01 267.6547990973
2014-11-01 270.1801544247
2014-12-01 271.9932101082
2015-01-01 273.7125245534
2015-02-01 275.6566801904
2015-03-01 277.5613697652
2015-04-01 279.3600255502
2015-05-01 281.4144670100
2015-06-01 283.0046267608
2015-07-01 285.5375667479
2015-08-01 286.5346213798
2015-09-01 288.1946228700
2015-10-01 288.4478056568
2015-11-01 288.5801325112
2015-12-01 289.2450781757
2016-01-01 290.8304083743
2016-02-01 291.2727840962
2016-03-01 291.3059876986
2016-04-01 293.3928352146
2016-05-01 293.6634887036
2016-06-01 293.8065417502
2016-07-01 295.0029202698
2016-08-01 295.4011622294
2016-09-01 294.9284732000
2016-10-01 295.5560512313
2016-11-01 295.7596023151
2016-12-01 295.8821469895
2017-01-01 298.4615087301
2017-02-01 299.9579376916
2017-03-01 306.1417075703
2017-04-01 308.3966791336
2017-05-01 309.1522040138
2017-06-01 311.4616322925
2017-07-01 311.4834066876
2017-08-01 311.9932522914
2017-09-01 312.9387318025
2017-10-01 313.1413240731
2017-11-01 314.1538786448
2017-12-01 315.0839622813
2018-01-01 313.9060321414
2018-02-01 315.3529105987
2018-03-01 316.1194125643
2018-04-01 318.2978443371
2018-05-01 320.3044058439
2018-06-01 322.9011200063
2018-07-01 323.9081547446
2018-08-01 325.5687093069
2018-09-01 327.3739075782
2018-10-01 329.0915132011
2018-11-01 331.4288429141
2018-12-01 332.2320158549
2019-01-01 334.4511218466
2019-02-01 335.8529702968
2019-03-01 337.6396861618
2019-04-01 337.3074389826
2019-05-01 338.5488444587
2019-06-01 339.2942294850
2019-07-01 340.3941369538
2019-08-01 341.3096583158
2019-09-01 341.3281019064
2019-10-01 342.8674200465
2019-11-01 343.5955790913
2019-12-01 343.2348565316
2020-01-01 345.1211268222
2020-02-01 344.5948703523
2020-03-01 343.5916068969
2020-04-01 337.1727308105
2020-05-01 337.3477071405
2020-06-01 335.3669046026
2020-07-01 331.4927977672
2020-08-01 331.8822016014
2020-09-01 332.7718841852
2020-10-01 334.4241583593
2020-11-01 333.9808075177
2020-12-01 334.4733462070
2021-01-01 333.7620414302
2021-02-01 334.7902285100
2021-03-01 337.1074225918
2021-04-01 337.1109534628
2021-05-01 336.8710724845
2021-06-01 336.7847307461
2021-07-01 336.9915444080
2021-08-01 337.3295898388
2021-09-01 337.9457214419
2021-10-01 342.9624721454
2021-11-01 342.8483905734
2021-12-01 344.6938438598
2022-01-01 344.7316883748
2022-02-01 346.2962666669
2022-03-01 347.4553806662
2022-04-01 349.3448000085
2022-05-01 350.4967351075
2022-06-01 353.8128756209
2022-07-01 353.5199741598
2022-08-01 353.7075525631
2022-09-01 352.6362484818
2022-10-01 352.5089797557
2022-11-01 352.5953539329
2022-12-01 351.4083773815
2023-01-01 350.4182152861
2023-02-01 349.1016792047
2023-03-01 347.4171744158
2023-04-01 345.2500610568
2023-05-01 344.5784288208
2023-06-01 343.0040670688
2023-07-01 339.1574196105
2023-08-01 339.7709240835
2023-09-01 339.0114079617
2023-10-01 337.1733106641
2023-11-01 336.2071162785
2023-12-01 335.5971305096
2024-01-01 340.0034701709
2024-02-01 338.9615785938
2024-03-01 338.5108809614
2024-04-01 335.1058618086
2024-05-01 333.5670723844
2024-06-01 332.0503870782
2024-07-01 332.1741017178
2024-08-01 330.1930932225
2024-09-01 328.8111276872
2024-10-01 328.8220138163
2024-11-01 326.3392002708
2024-12-01 323.5429263817
2025-01-01 324.0736909430
2025-02-01 322.7990212234
2025-03-01 321.5694876496
2025-04-01 321.6510035232
2025-05-01 320.9844136486
2025-06-01 320.1120857652
2025-07-01 321.6893443265
2025-08-01 321.8850292957
2025-09-01 322.0190784663
2025-10-01 321.2995935323
2025-11-01 321.1571163034
2025-12-01 325.5504546383
2026-01-01 320.3811998350
2026-02-01 319.6246770512
2026-03-01 319.7393778884
2026-04-01 318.4610079064
2026-05-01 317.2638195136
2026-06-01 315.4854314256
2026-07-01 312.0674107523
2026-08-01 309.5396158011

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