Table Data - All Employees: Professional and Business Services: Scientific Research and Development Services in San Jose-Sunnyvale-Santa Clara, CA (MSA)

Title All Employees: Professional and Business Services: Scientific Research and Development Services in San Jose-Sunnyvale-Santa Clara, CA (MSA)
Series ID SMU06419406054170001SA
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 2026-06-01
Last Updated 2026-07-22 10:36 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 14.2490936614035
1990-02-01 14.4162699654011
1990-03-01 14.5391565666730
1990-04-01 14.5591512453412
1990-05-01 14.6413430638263
1990-06-01 14.8464280755426
1990-07-01 14.7867682228039
1990-08-01 14.8302865939205
1990-09-01 14.8817766852538
1990-10-01 14.7523751556306
1990-11-01 14.6182777751749
1990-12-01 14.5664294090457
1991-01-01 14.7523376723221
1991-02-01 14.9242827385429
1991-03-01 15.0465611336691
1991-04-01 14.6615471940497
1991-05-01 14.6431361760745
1991-06-01 14.5540874358277
1991-07-01 14.3747079759759
1991-08-01 14.4329893825946
1991-09-01 14.1856101682880
1991-10-01 15.0351652006711
1991-11-01 15.2066047474100
1991-12-01 15.1431135316630
1992-01-01 15.2592093332909
1992-02-01 15.1522362283041
1992-03-01 15.2578467493918
1992-04-01 15.3682923789088
1992-05-01 15.3542470603437
1992-06-01 15.2713810443838
1992-07-01 15.2450168844374
1992-08-01 15.2299595183435
1992-09-01 15.4019765306399
1992-10-01 15.2076253003294
1992-11-01 15.1839552309685
1992-12-01 15.1059649554258
1993-01-01 15.2781952738781
1993-02-01 15.1923910520478
1993-03-01 15.1540250206168
1993-04-01 15.2921549442549
1993-05-01 15.3670232167952
1993-06-01 15.4899114366313
1993-07-01 15.8115842420709
1993-08-01 15.8352089734191
1993-09-01 15.9160819879179
1993-10-01 16.1729745525965
1993-11-01 16.1596597364728
1993-12-01 16.1556600920568
1994-01-01 17.1971937273915
1994-02-01 17.3371851405694
1994-03-01 17.2440913795768
1994-04-01 17.3277547985869
1994-05-01 17.2944249066225
1994-06-01 17.4161601262566
1994-07-01 16.8699963804022
1994-08-01 16.9218072426545
1994-09-01 17.1408609110009
1994-10-01 16.6382333698769
1994-11-01 16.9326327714214
1994-12-01 17.0057703540359
1995-01-01 16.9238391594821
1995-02-01 16.8634042310371
1995-03-01 17.0222432665106
1995-04-01 17.1786764427525
1995-05-01 17.2286890262289
1995-06-01 17.5370576650540
1995-07-01 17.7434238637171
1995-08-01 17.8047434147744
1995-09-01 17.7471707025897
1995-10-01 17.8183334313330
1995-11-01 17.8110590061074
1995-12-01 17.9612198302789
1996-01-01 17.0406322429355
1996-02-01 17.1752270827710
1996-03-01 17.2998986507805
1996-04-01 17.0317675728993
1996-05-01 17.1797753195737
1996-06-01 17.3560187806030
1996-07-01 16.6226774933315
1996-08-01 16.7609085946568
1996-09-01 16.8534044487902
1996-10-01 17.1104767761945
1996-11-01 17.1882993150638
1996-12-01 17.4396445196907
1997-01-01 17.2516044200754
1997-02-01 17.2747475670267
1997-03-01 17.4824382569310
1997-04-01 17.7835364586901
1997-05-01 17.9225570023562
1997-06-01 17.9683032096663
1997-07-01 18.3132599515156
1997-08-01 18.6193896633724
1997-09-01 18.7449758858901
1997-10-01 18.8023485994594
1997-11-01 18.9648752639282
1997-12-01 19.1328234470150
1998-01-01 19.3557107299945
1998-02-01 19.5900640311908
1998-03-01 19.6828271820578
1998-04-01 19.8179418093814
1998-05-01 19.9630254175462
1998-06-01 20.1752203899550
1998-07-01 20.3968622285754
1998-08-01 20.4627197853203
1998-09-01 20.6418292301988
1998-10-01 19.6898630742542
1998-11-01 19.7430080856043
1998-12-01 19.7350691661094
1999-01-01 20.5697815499669
1999-02-01 20.5157518451936
1999-03-01 20.3040919045425
1999-04-01 19.7349182335150
1999-05-01 19.4883137697799
1999-06-01 19.6686682472724
1999-07-01 19.2844556601041
1999-08-01 19.5103989719849
1999-09-01 19.8383253812356
1999-10-01 19.4712854942478
1999-11-01 19.5274810058667
1999-12-01 19.5306887328864
2000-01-01 19.6870937029776
2000-02-01 19.8673722459521
2000-03-01 19.9275713277478
2000-04-01 20.1340031816946
2000-05-01 20.3047727808764
2000-06-01 20.4532420671253
2000-07-01 20.7764031793910
2000-08-01 20.6667272166250
2000-09-01 20.7325949626763
2000-10-01 20.8571997403223
2000-11-01 20.9187658836902
2000-12-01 21.0272699917307
2001-01-01 20.7072061424868
2001-02-01 21.2130297417671
2001-03-01 21.4484706417627
2001-04-01 21.4247846160781
2001-05-01 21.4992050552786
2001-06-01 21.4369173320439
2001-07-01 21.3849372419752
2001-08-01 21.1555249187003
2001-09-01 20.8216845062923
2001-10-01 20.7424971869406
2001-11-01 20.6176052274831
2001-12-01 20.4148628689970
2002-01-01 19.7249434992610
2002-02-01 19.8398139703476
2002-03-01 19.6524466224046
2002-04-01 19.7224235831736
2002-05-01 19.5813206461673
2002-06-01 19.6276848951632
2002-07-01 20.1116337596023
2002-08-01 19.8746080742265
2002-09-01 19.6957603826820
2002-10-01 19.8341955880883
2002-11-01 19.7210329798032
2002-12-01 19.7030344065489
2003-01-01 19.6342709691512
2003-02-01 19.4274887040325
2003-03-01 19.1552096130869
2003-04-01 19.6238178745389
2003-05-01 19.3711226130969
2003-06-01 19.3335017117298
2003-07-01 19.2405890338524
2003-08-01 19.2122323788105
2003-09-01 19.2619290858669
2003-10-01 19.0248872464389
2003-11-01 19.3282207488245
2003-12-01 18.9880210707552
2004-01-01 19.0388715384631
2004-02-01 18.7850789724605
2004-03-01 19.1490991476014
2004-04-01 19.2434623265575
2004-05-01 19.2719604280265
2004-06-01 19.2389249764866
2004-07-01 19.1730768192507
2004-08-01 19.1599991389028
2004-09-01 19.2231649387919
2004-10-01 19.2178064298985
2004-11-01 19.2214173423502
2004-12-01 19.2858543375338
2005-01-01 19.1297886174786
2005-02-01 19.1373500645602
2005-03-01 18.9589577430302
2005-04-01 18.5629236176228
2005-05-01 18.5790138920506
2005-06-01 18.3458600253572
2005-07-01 18.0920013500007
2005-08-01 17.9952140868880
2005-09-01 18.0987201633938
2005-10-01 18.1165604463949
2005-11-01 18.0042767845830
2005-12-01 18.0799298414290
2006-01-01 18.2161594912406
2006-02-01 18.4007665820347
2006-03-01 18.4741344630176
2006-04-01 18.5939913049024
2006-05-01 18.5931187142176
2006-06-01 18.6396151294241
2006-07-01 18.9940658168664
2006-08-01 18.9183483098758
2006-09-01 18.8819403088187
2006-10-01 18.8178200554318
2006-11-01 18.6823551873132
2006-12-01 18.6810833969852
2007-01-01 18.3924992631289
2007-02-01 18.5959372279954
2007-03-01 18.5078938148703
2007-04-01 18.5088063061475
2007-05-01 18.5193137037226
2007-06-01 18.6303737522304
2007-07-01 18.5631103551526
2007-08-01 18.7090583743522
2007-09-01 18.7790524999250
2007-10-01 18.9290116475797
2007-11-01 19.0729723060933
2007-12-01 18.9777854913274
2008-01-01 19.1755644515891
2008-02-01 19.1097421233344
2008-03-01 19.2440290424393
2008-04-01 19.6175065910949
2008-05-01 19.5457763508926
2008-06-01 19.2102483486683
2008-07-01 19.5223830455543
2008-08-01 19.5871494671768
2008-09-01 19.5691229066542
2008-10-01 19.5411928466754
2008-11-01 19.6764184784025
2008-12-01 19.5921653574285
2009-01-01 19.6660678622360
2009-02-01 19.5419057387367
2009-03-01 18.8787474534070
2009-04-01 18.7078945824129
2009-05-01 18.4570305414749
2009-06-01 18.2989471206189
2009-07-01 18.0621791911563
2009-08-01 17.8484469053209
2009-09-01 17.8731089155238
2009-10-01 17.7551006737185
2009-11-01 17.7036046157169
2009-12-01 17.7112721618258
2010-01-01 17.7735994905670
2010-02-01 17.7568693963554
2010-03-01 17.8996488093867
2010-04-01 17.9968796687827
2010-05-01 18.0596873580330
2010-06-01 18.2952598728888
2010-07-01 17.4978280345385
2010-08-01 17.5096595647267
2010-09-01 17.4755554543488
2010-10-01 17.4588903637416
2010-11-01 17.5438381019165
2010-12-01 17.7485398240942
2011-01-01 17.7922548949207
2011-02-01 17.8701279629388
2011-03-01 17.9121607248617
2011-04-01 17.9722463594807
2011-05-01 18.0536563982065
2011-06-01 18.0993983709537
2011-07-01 18.1206694680477
2011-08-01 18.2684811858143
2011-09-01 18.4941045676553
2011-10-01 18.5676878404582
2011-11-01 18.5868886494148
2011-12-01 18.5902712316943
2012-01-01 18.6121994747571
2012-02-01 18.7701483357028
2012-03-01 18.8129257237242
2012-04-01 19.2505432261581
2012-05-01 19.4435317844509
2012-06-01 19.4993949056887
2012-07-01 19.7653077830856
2012-08-01 19.9379926806486
2012-09-01 19.9150699975730
2012-10-01 20.2763999919375
2012-11-01 20.3073152205120
2012-12-01 20.5340622751452
2013-01-01 20.7255720631934
2013-02-01 20.8755744826039
2013-03-01 21.0118365987556
2013-04-01 20.5296996528725
2013-05-01 20.6236587822302
2013-06-01 20.5998544874900
2013-07-01 20.7308837801476
2013-08-01 20.7164576256143
2013-09-01 20.6457202034405
2013-10-01 20.4840973366139
2013-11-01 20.4185878883782
2013-12-01 20.2686077710564
2014-01-01 20.1179735327212
2014-02-01 20.0655867288428
2014-03-01 19.8094205772125
2014-04-01 20.0275575152035
2014-05-01 20.0132881321321
2014-06-01 19.9973533050164
2014-07-01 19.9252400746022
2014-08-01 19.7027027109395
2014-09-01 19.6634808960919
2014-10-01 19.5917091819744
2014-11-01 19.6125285538607
2014-12-01 19.5880738695426
2015-01-01 19.7099131865766
2015-02-01 19.6580591681169
2015-03-01 19.8119097839079
2015-04-01 19.7311958935769
2015-05-01 19.7072397524372
2015-06-01 19.6883169659734
2015-07-01 19.5366722810708
2015-08-01 19.1907574944506
2015-09-01 19.2794268681313
2015-10-01 19.1921987233756
2015-11-01 19.2054504340338
2015-12-01 19.1041831883288
2016-01-01 18.8917034878104
2016-02-01 18.7453429840040
2016-03-01 18.6126058345176
2016-04-01 18.5478688969180
2016-05-01 18.5110060535093
2016-06-01 18.1762807464819
2016-07-01 18.0586875173007
2016-08-01 18.1774138190674
2016-09-01 18.1896490508939
2016-10-01 18.1888971174463
2016-11-01 17.9891248014560
2016-12-01 18.0112070852199
2017-01-01 18.0903621999566
2017-02-01 18.0334328049835
2017-03-01 17.9076324647337
2017-04-01 17.8568354117807
2017-05-01 17.8213790531641
2017-06-01 18.2738629645341
2017-07-01 18.1808020981706
2017-08-01 18.3689802242542
2017-09-01 18.4945447034325
2017-10-01 18.5736480563440
2017-11-01 18.7852388700225
2017-12-01 18.9256879687317
2018-01-01 18.0781019477911
2018-02-01 18.3077095245482
2018-03-01 18.4988895062284
2018-04-01 18.7702746148420
2018-05-01 18.9448069114156
2018-06-01 19.0821729521702
2018-07-01 19.1954402840976
2018-08-01 19.4597490228050
2018-09-01 19.5917287773359
2018-10-01 19.8683539437552
2018-11-01 20.0773950259806
2018-12-01 20.2333089377299
2019-01-01 20.5740011503026
2019-02-01 20.7844758466738
2019-03-01 21.0791768901018
2019-04-01 21.3792621473957
2019-05-01 21.7740593123175
2019-06-01 22.1946339895910
2019-07-01 22.5078062640809
2019-08-01 22.6534543394841
2019-09-01 22.7797775157693
2019-10-01 23.0696878130318
2019-11-01 23.2759628083693
2019-12-01 23.4424790858531
2020-01-01 23.4598576897001
2020-02-01 23.6664936198482
2020-03-01 23.8616856264278
2020-04-01 23.8874204429888
2020-05-01 23.8028303433537
2020-06-01 23.6055159759826
2020-07-01 23.7169137392949
2020-08-01 23.6424065592749
2020-09-01 23.8606298693661
2020-10-01 23.8860620403617
2020-11-01 23.8783247028615
2020-12-01 23.9333141552848
2021-01-01 24.1594589196985
2021-02-01 24.2630529238668
2021-03-01 24.2430499944064
2021-04-01 24.3886123045045
2021-05-01 24.5268158795716
2021-06-01 24.6157434328843
2021-07-01 24.9270862013031
2021-08-01 24.9251654845267
2021-09-01 25.3223011893734
2021-10-01 25.8020276162381
2021-11-01 25.9950040679663
2021-12-01 25.9285549277813
2022-01-01 26.1669743156474
2022-02-01 26.2604969468329
2022-03-01 26.4468547124542
2022-04-01 26.3908821580339
2022-05-01 26.5360510605499
2022-06-01 26.7121713031358
2022-07-01 26.8345442849146
2022-08-01 27.1006916361373
2022-09-01 26.9832374838861
2022-10-01 27.0135572303036
2022-11-01 27.1060612469796
2022-12-01 27.1234525784062
2023-01-01 27.0985825788096
2023-02-01 27.0769660096888
2023-03-01 27.0585616585431
2023-04-01 27.1890280166889
2023-05-01 27.1353598061368
2023-06-01 27.0917399454096
2023-07-01 27.0311727690329
2023-08-01 27.0750617398251
2023-09-01 27.1526917080210
2023-10-01 27.1136283141381
2023-11-01 27.2135331452944
2023-12-01 27.4289555900522
2024-01-01 27.4418544471149
2024-02-01 27.4002251245530
2024-03-01 27.4871884351112
2024-04-01 27.3812810628721
2024-05-01 27.3185665574802
2024-06-01 27.2596965223498
2024-07-01 27.5204536258080
2024-08-01 27.1586922552941
2024-09-01 27.1371896148149
2024-10-01 26.7073400709228
2024-11-01 26.5170540755175
2024-12-01 26.4333534694964
2025-01-01 26.3871285112515
2025-02-01 26.5297015315641
2025-03-01 26.4071888247577
2025-04-01 26.3716843208238
2025-05-01 26.4013760882847
2025-06-01 26.4310976513221
2025-07-01 26.3047735326955
2025-08-01 26.3524431708290
2025-09-01 26.1277415721135
2025-10-01 26.5978061516812
2025-11-01 26.6214782030435
2025-12-01 26.7438911989453
2026-01-01 26.2195759766010
2026-02-01 26.3435291676001
2026-03-01 26.3275815316154
2026-04-01 26.8653939970441
2026-05-01 27.1828539295602
2026-06-01 27.1117186421159

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