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 2026-03-01
Last Updated 2026-05-07 11:38 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 14.2491410750926
1990-02-01 14.4162626116195
1990-03-01 14.5391052920259
1990-04-01 14.5590944877202
1990-05-01 14.6412647233885
1990-06-01 14.8463300795389
1990-07-01 14.7866594166095
1990-08-01 14.8301751496304
1990-09-01 14.8816794410772
1990-10-01 14.7525682110267
1990-11-01 14.6184603296888
1990-12-01 14.5666486756166
1991-01-01 14.7523521332258
1991-02-01 14.9242600931898
1991-03-01 15.0465051209487
1991-04-01 14.6614893079268
1991-05-01 14.6430625904251
1991-06-01 14.5539956274222
1991-07-01 14.3745955745990
1991-08-01 14.4329033226106
1991-09-01 14.1855247809523
1991-10-01 15.0353606000272
1991-11-01 15.2067921261321
1991-12-01 15.1433419844783
1992-01-01 15.2591842311822
1992-02-01 15.1521895148014
1992-03-01 15.2577793755623
1992-04-01 15.3682309245614
1992-05-01 15.3541801167598
1992-06-01 15.2713015607527
1992-07-01 15.2449092076555
1992-08-01 15.2299067854634
1992-09-01 15.4019078264266
1992-10-01 15.2078252018597
1992-11-01 15.1841475274024
1992-12-01 15.1061951382068
1993-01-01 15.2781192891489
1993-02-01 15.1923165973783
1993-03-01 15.1539462288136
1993-04-01 15.2920896275252
1993-05-01 15.3669683218057
1993-06-01 15.4898496836452
1993-07-01 15.8114841272448
1993-08-01 15.8351973456966
1993-09-01 15.9160471380759
1993-10-01 16.1731470267844
1993-11-01 16.1598296489800
1993-12-01 16.1558956461134
1994-01-01 17.1970881707082
1994-02-01 17.3370897773227
1994-03-01 17.2440047669242
1994-04-01 17.3276882486807
1994-05-01 17.2943789298061
1994-06-01 17.4161165535573
1994-07-01 16.8699170226100
1994-08-01 16.9218224242733
1994-09-01 17.1408525365641
1994-10-01 16.6383709921273
1994-11-01 16.9327722459815
1994-12-01 17.0060150036664
1995-01-01 16.9237076650702
1995-02-01 16.8632980432406
1995-03-01 17.0221576190997
1995-04-01 17.1786138338670
1995-05-01 17.2286544485790
1995-06-01 17.5370334026468
1995-07-01 17.7433628032310
1995-08-01 17.8047815535102
1995-09-01 17.7471880877448
1995-10-01 17.8184165591498
1995-11-01 17.8111510717788
1995-12-01 17.9614504611343
1996-01-01 17.0405125592385
1996-02-01 17.1751286396409
1996-03-01 17.2998225911349
1996-04-01 17.0317129960016
1996-05-01 17.1797466986485
1996-06-01 17.3560096076143
1996-07-01 16.6226448580701
1996-08-01 16.7609457810612
1996-09-01 16.8534283022053
1996-10-01 17.1105248199415
1996-11-01 17.1883557694115
1996-12-01 17.4398325342088
1997-01-01 17.2515092172581
1997-02-01 17.2746682393992
1997-03-01 17.4823768071844
1997-04-01 17.7834909384881
1997-05-01 17.9225346441838
1997-06-01 17.9683036944603
1997-07-01 18.3132510071281
1997-08-01 18.6194217606556
1997-09-01 18.7450082076139
1997-10-01 18.8023631214793
1997-11-01 18.9648962551686
1997-12-01 19.1329632690535
1998-01-01 19.3556473599269
1998-02-01 19.5900074422688
1998-03-01 19.6827824817379
1998-04-01 19.8179055159977
1998-05-01 19.9630054782364
1998-06-01 20.1752250808684
1998-07-01 20.3968725729104
1998-08-01 20.4627409318237
1998-09-01 20.6418642031739
1998-10-01 19.6898625970420
1998-11-01 19.7430155520954
1998-12-01 19.7351606518272
1999-01-01 20.5697326236448
1999-02-01 20.5157131234547
1999-03-01 20.3040619596993
1999-04-01 19.7348924835559
1999-05-01 19.4883002452104
1999-06-01 19.6686749501804
1999-07-01 19.2844699926270
1999-08-01 19.5104190064492
1999-09-01 19.8383564550078
1999-10-01 19.4712797430254
1999-11-01 19.5274830708680
1999-12-01 19.5307361567684
2000-01-01 19.6870581979665
2000-02-01 19.8673481485300
2000-03-01 19.9275533771400
2000-04-01 20.1339857619762
2000-05-01 20.3047643611693
2000-06-01 20.4532488413192
2000-07-01 20.7764181056215
2000-08-01 20.6667424661838
2000-09-01 20.7326178658720
2000-10-01 20.8571975240474
2000-11-01 20.9187703970319
2000-12-01 21.0272800723655
2001-01-01 20.7071836169735
2001-02-01 21.2130170664046
2001-03-01 21.4484607058429
2001-04-01 21.4247744032646
2001-05-01 21.4992021418792
2001-06-01 21.4369218031645
2001-07-01 21.3849492737370
2001-08-01 21.1555354541285
2001-09-01 20.8216979296488
2001-10-01 20.7424960520828
2001-11-01 20.6176063407744
2001-12-01 20.4148661914457
2002-01-01 19.7249271706504
2002-02-01 19.8398075166378
2002-03-01 19.6524423065444
2002-04-01 19.7224185865425
2002-05-01 19.5813201234944
2002-06-01 19.6276881404553
2002-07-01 20.1116416459733
2002-08-01 19.8746134071653
2002-09-01 19.6957648685820
2002-10-01 19.8341972304275
2002-11-01 19.7210330861157
2002-12-01 19.7030331448464
2003-01-01 19.6342627839803
2003-02-01 19.4274867790821
2003-03-01 19.1552077529465
2003-04-01 19.6238156858247
2003-05-01 19.3711232160778
2003-06-01 19.3335027561440
2003-07-01 19.2405931940206
2003-08-01 19.2122349835358
2003-09-01 19.2619301520935
2003-10-01 19.0248877457836
2003-11-01 19.3282208297413
2003-12-01 18.9880206631368
2004-01-01 19.0388675387159
2004-02-01 18.7850787602104
2004-03-01 19.1490988334279
2004-04-01 19.2434608158895
2004-05-01 19.2719610211810
2004-06-01 19.2389250948101
2004-07-01 19.1730786917957
2004-08-01 19.1600001878338
2004-09-01 19.2231651147880
2004-10-01 19.2178064486850
2004-11-01 19.2214173612569
2004-12-01 19.2858542488951
2005-01-01 19.1297878466935
2005-02-01 19.1373502016419
2005-03-01 18.9589576942152
2005-04-01 18.5629223040066
2005-05-01 18.5790140642649
2005-06-01 18.3458588100443
2005-07-01 18.0920024822776
2005-08-01 17.9952147555849
2005-09-01 18.0987204780117
2005-10-01 18.1165607122716
2005-11-01 18.0042770635729
2005-12-01 18.0799299900743
2006-01-01 18.2161604926351
2006-02-01 18.4007666685177
2006-03-01 18.4741341059937
2006-04-01 18.5939893048253
2006-05-01 18.5931179059260
2006-06-01 18.6396128103873
2006-07-01 18.9940666429360
2006-08-01 18.9183493613513
2006-09-01 18.8819416006419
2006-10-01 18.8178211375645
2006-11-01 18.6823561055185
2006-12-01 18.6810842471647
2007-01-01 18.3925009000697
2007-02-01 18.5959371230807
2007-03-01 18.5078928662016
2007-04-01 18.5088032389071
2007-05-01 18.5193105522640
2007-06-01 18.6303673567440
2007-07-01 18.5631142603489
2007-08-01 18.7090613350709
2007-09-01 18.7790551826846
2007-10-01 18.9290138649743
2007-11-01 19.0729741035368
2007-12-01 18.9777867432386
2008-01-01 19.1755661677847
2008-02-01 19.1097414243305
2008-03-01 19.2440270412874
2008-04-01 19.6175017398261
2008-05-01 19.5457705726461
2008-06-01 19.2102386413755
2008-07-01 19.5223900610445
2008-08-01 19.5871546798542
2008-09-01 19.5691274132427
2008-10-01 19.5411964820017
2008-11-01 19.6764212241241
2008-12-01 19.5921669911381
2009-01-01 19.6660691692234
2009-02-01 19.5419043156402
2009-03-01 18.8787434857253
2009-04-01 18.7078883350482
2009-05-01 18.4570225607404
2009-06-01 18.2989344529756
2009-07-01 18.0621894064164
2009-08-01 17.8484542265797
2009-09-01 17.8731150902258
2009-10-01 17.7551060303733
2009-11-01 17.7036078927699
2009-12-01 17.7112736822534
2010-01-01 17.7736000940191
2010-02-01 17.7568674888540
2010-03-01 17.8996421335528
2010-04-01 17.9968722858561
2010-05-01 18.0596789762296
2010-06-01 18.2952480610437
2010-07-01 17.4978385362645
2010-08-01 17.5096675572861
2010-09-01 17.4755627091952
2010-10-01 17.4588970084120
2010-11-01 17.5438414338078
2010-12-01 17.7485412123865
2011-01-01 17.7922548691286
2011-02-01 17.8701261006102
2011-03-01 17.9121503623152
2011-04-01 17.9722397971822
2011-05-01 18.0536493324005
2011-06-01 18.0993879481686
2011-07-01 18.1206800055588
2011-08-01 18.2684888653515
2011-09-01 18.4941117072904
2011-10-01 18.5676949661678
2011-11-01 18.5868914996181
2011-12-01 18.5902720407581
2012-01-01 18.6121988532002
2012-02-01 18.7701471986587
2012-03-01 18.8129111405288
2012-04-01 19.2505388587848
2012-05-01 19.4435274939290
2012-06-01 19.4993880648661
2012-07-01 19.7653145434619
2012-08-01 19.9379974327173
2012-09-01 19.9150781153048
2012-10-01 20.2764101187799
2012-11-01 20.3073203274153
2012-12-01 20.5340635693033
2013-01-01 20.7255703465673
2013-02-01 20.8755711405761
2013-03-01 21.0118143760445
2013-04-01 20.5296930491347
2013-05-01 20.6236681584850
2013-06-01 20.5998421410468
2013-07-01 20.7308836197396
2013-08-01 20.7164613092576
2013-09-01 20.6457333053579
2013-10-01 20.4841161734737
2013-11-01 20.4186015931770
2013-12-01 20.2686131332013
2014-01-01 20.1179657899347
2014-02-01 20.0655756569419
2014-03-01 19.8093867962050
2014-04-01 20.0275432850002
2014-05-01 20.0133124199470
2014-06-01 19.9973294632935
2014-07-01 19.9252314955989
2014-08-01 19.7027073597639
2014-09-01 19.6635012190440
2014-10-01 19.5917411503336
2014-11-01 19.6125673972817
2014-12-01 19.5881192122936
2015-01-01 19.7098680415479
2015-02-01 19.6580249269294
2015-03-01 19.8118599265187
2015-04-01 19.7311648541697
2015-05-01 19.7072696674708
2015-06-01 19.6882794281286
2015-07-01 19.5366654622858
2015-08-01 19.1907739733530
2015-09-01 19.2794614101906
2015-10-01 19.1922477889500
2015-11-01 19.2055175094209
2015-12-01 19.1042722992008
2016-01-01 18.8916232636643
2016-02-01 18.7452845526956
2016-03-01 18.6125369484176
2016-04-01 18.5478056572916
2016-05-01 18.5110062297353
2016-06-01 18.1762226641257
2016-07-01 18.0586964712775
2016-08-01 18.1774628574703
2016-09-01 18.1897022302197
2016-10-01 18.1889889750564
2016-11-01 17.9892337347554
2016-12-01 18.0113473830670
2017-01-01 18.0902722354614
2017-02-01 18.0333323858630
2017-03-01 17.9075074462006
2017-04-01 17.8566935337936
2017-05-01 17.8213030424328
2017-06-01 18.2736907643041
2017-07-01 18.1808117149538
2017-08-01 18.3693538415706
2017-09-01 18.4946187071945
2017-10-01 18.5737834177111
2017-11-01 18.7853745477783
2017-12-01 18.9258371791811
2018-01-01 18.0780123471975
2018-02-01 18.3075395749573
2018-03-01 18.4986669913264
2018-04-01 18.7700002574407
2018-05-01 18.9445955469470
2018-06-01 19.0817630591033
2018-07-01 19.1955038051198
2018-08-01 19.4607281579590
2018-09-01 19.5917915721806
2018-10-01 19.8686480376461
2018-11-01 20.0776288714029
2018-12-01 20.2333575907424
2019-01-01 20.5738853884808
2019-02-01 20.7841869411695
2019-03-01 21.0787433168805
2019-04-01 21.3788026328920
2019-05-01 21.7736202482004
2019-06-01 22.1937516531013
2019-07-01 22.5075213253183
2019-08-01 22.6566013258019
2019-09-01 22.7795123537079
2019-10-01 23.0699628308405
2019-11-01 23.2762388773338
2019-12-01 23.4423718784131
2020-01-01 23.4596419936554
2020-02-01 23.6660609403678
2020-03-01 23.8609831265710
2020-04-01 23.8865771529889
2020-05-01 23.8018729908048
2020-06-01 23.6040052686004
2020-07-01 23.7163427858778
2020-08-01 23.6478939410445
2020-09-01 23.8608248326895
2020-10-01 23.8871265236002
2020-11-01 23.8791678406254
2020-12-01 23.9330306024621
2021-01-01 24.1585677343094
2021-02-01 24.2615377761142
2021-03-01 24.2410003712423
2021-04-01 24.3864639205155
2021-05-01 24.5249335332076
2021-06-01 24.6135623534950
2021-07-01 24.9266719599713
2021-08-01 24.9329377915839
2021-09-01 25.3267262941018
2021-10-01 25.8050277305645
2021-11-01 25.9975178112809
2021-12-01 25.9281493028527
2022-01-01 26.1636358984378
2022-02-01 26.2564709298970
2022-03-01 26.4406593358478
2022-04-01 26.3853664572188
2022-05-01 26.5321798840341
2022-06-01 26.7106124560405
2022-07-01 26.8352096643939
2022-08-01 27.1096699483967
2022-09-01 26.9935714897893
2022-10-01 27.0259952856708
2022-11-01 27.1135666515027
2022-12-01 27.1226688347567
2023-01-01 27.0915937676415
2023-02-01 27.0663950286926
2023-03-01 27.0380966821759
2023-04-01 27.1808909995847
2023-05-01 27.1269244958903
2023-06-01 27.0945117048732
2023-07-01 27.0344657098660
2023-08-01 27.0864321964289
2023-09-01 27.1714929693212
2023-10-01 27.1389872547261
2023-11-01 27.2286838355302
2023-12-01 27.4282886166159
2024-01-01 27.4298354367504
2024-02-01 27.3805491306585
2024-03-01 27.4436823245309
2024-04-01 27.3697800582906
2024-05-01 27.3099480712195
2024-06-01 27.2689117850512
2024-07-01 27.5272228851546
2024-08-01 27.1716958481876
2024-09-01 27.1632113776227
2024-10-01 26.7475709583467
2024-11-01 26.5405197681036
2024-12-01 26.4327841993913
2025-01-01 26.3704570870222
2025-02-01 26.4998342915843
2025-03-01 26.3375142865231
2025-04-01 26.3576834565730
2025-05-01 26.3945036536975
2025-06-01 26.4484146467567
2025-07-01 26.3152096338235
2025-08-01 26.3670113942411
2025-09-01 26.1610394275984
2025-10-01 26.6479573420797
2025-11-01 26.6511498671208
2025-12-01 26.7432689502495
2026-01-01 26.1981708997760
2026-02-01 26.3055140150479
2026-03-01 26.7365195882604

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