Table Data - All Employees: Professional and Business Services: Scientific Research and Development Services in California
| Title | All Employees: Professional and Business Services: Scientific Research and Development Services in California |
|---|---|
| Series ID | SMU06000006054170001SA |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 9:58 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 | 86.1816858819 |
| 1990-02-01 | 85.4389514259 |
| 1990-03-01 | 85.1528893298 |
| 1990-04-01 | 86.7537071875 |
| 1990-05-01 | 86.7070485455 |
| 1990-06-01 | 86.6284698351 |
| 1990-07-01 | 84.8968078217 |
| 1990-08-01 | 84.0909286826 |
| 1990-09-01 | 84.2423598644 |
| 1990-10-01 | 84.9402460548 |
| 1990-11-01 | 84.5113198032 |
| 1990-12-01 | 84.6387230427 |
| 1991-01-01 | 82.4051662073 |
| 1991-02-01 | 82.1823775405 |
| 1991-03-01 | 81.6947190102 |
| 1991-04-01 | 80.8684420009 |
| 1991-05-01 | 79.9598954850 |
| 1991-06-01 | 79.1600976659 |
| 1991-07-01 | 75.0246661020 |
| 1991-08-01 | 74.7140758169 |
| 1991-09-01 | 74.5113934601 |
| 1991-10-01 | 74.8042179577 |
| 1991-11-01 | 74.7005773187 |
| 1991-12-01 | 74.8144898813 |
| 1992-01-01 | 74.0551303681 |
| 1992-02-01 | 73.6565761500 |
| 1992-03-01 | 73.8491133634 |
| 1992-04-01 | 71.7727471957 |
| 1992-05-01 | 71.8599945810 |
| 1992-06-01 | 71.1351185456 |
| 1992-07-01 | 70.5728072026 |
| 1992-08-01 | 69.9642210373 |
| 1992-09-01 | 70.3164194436 |
| 1992-10-01 | 72.6805323274 |
| 1992-11-01 | 72.3962675607 |
| 1992-12-01 | 71.8337006001 |
| 1993-01-01 | 74.4289887720 |
| 1993-02-01 | 73.9491069804 |
| 1993-03-01 | 73.5209311013 |
| 1993-04-01 | 73.0523037441 |
| 1993-05-01 | 73.0757868058 |
| 1993-06-01 | 73.1487207166 |
| 1993-07-01 | 73.9068655553 |
| 1993-08-01 | 73.9129433847 |
| 1993-09-01 | 73.9097810629 |
| 1993-10-01 | 71.7193433777 |
| 1993-11-01 | 71.8311893553 |
| 1993-12-01 | 71.8958758208 |
| 1994-01-01 | 72.3826887517 |
| 1994-02-01 | 72.6267870755 |
| 1994-03-01 | 72.9190348734 |
| 1994-04-01 | 73.0828333054 |
| 1994-05-01 | 73.0763194262 |
| 1994-06-01 | 73.0855164754 |
| 1994-07-01 | 72.3091913164 |
| 1994-08-01 | 72.3246839384 |
| 1994-09-01 | 72.4138007984 |
| 1994-10-01 | 73.0964210298 |
| 1994-11-01 | 73.5410414335 |
| 1994-12-01 | 73.6844371251 |
| 1995-01-01 | 74.0985159330 |
| 1995-02-01 | 74.1433167383 |
| 1995-03-01 | 74.3682891460 |
| 1995-04-01 | 75.0757562629 |
| 1995-05-01 | 74.9814032640 |
| 1995-06-01 | 75.3130697913 |
| 1995-07-01 | 75.5959773149 |
| 1995-08-01 | 75.5368279595 |
| 1995-09-01 | 75.2028859540 |
| 1995-10-01 | 74.5197790215 |
| 1995-11-01 | 74.4944380089 |
| 1995-12-01 | 74.5623463991 |
| 1996-01-01 | 73.1529869905 |
| 1996-02-01 | 72.0864087212 |
| 1996-03-01 | 72.6619486609 |
| 1996-04-01 | 72.2514244477 |
| 1996-05-01 | 72.7773628835 |
| 1996-06-01 | 73.2850777516 |
| 1996-07-01 | 72.0529589339 |
| 1996-08-01 | 72.2153842918 |
| 1996-09-01 | 72.6260670021 |
| 1996-10-01 | 73.0877974415 |
| 1996-11-01 | 73.8037528291 |
| 1996-12-01 | 74.2797310810 |
| 1997-01-01 | 74.8917484933 |
| 1997-02-01 | 75.2823884362 |
| 1997-03-01 | 75.6666653542 |
| 1997-04-01 | 76.7886153474 |
| 1997-05-01 | 77.1273806244 |
| 1997-06-01 | 77.3883679572 |
| 1997-07-01 | 78.6822401366 |
| 1997-08-01 | 79.6880097217 |
| 1997-09-01 | 79.8805755600 |
| 1997-10-01 | 78.9652386416 |
| 1997-11-01 | 79.3905613727 |
| 1997-12-01 | 79.5376951991 |
| 1998-01-01 | 81.4134838958 |
| 1998-02-01 | 81.6001878379 |
| 1998-03-01 | 82.1970670644 |
| 1998-04-01 | 82.2469605547 |
| 1998-05-01 | 82.7614788462 |
| 1998-06-01 | 83.4649398054 |
| 1998-07-01 | 83.7947934643 |
| 1998-08-01 | 84.0273383291 |
| 1998-09-01 | 84.4374299323 |
| 1998-10-01 | 84.9394633259 |
| 1998-11-01 | 85.3969427285 |
| 1998-12-01 | 85.8354707924 |
| 1999-01-01 | 86.7126298414 |
| 1999-02-01 | 86.9955727359 |
| 1999-03-01 | 87.0684984825 |
| 1999-04-01 | 87.1490739673 |
| 1999-05-01 | 87.0151892832 |
| 1999-06-01 | 87.4473443975 |
| 1999-07-01 | 86.5865640847 |
| 1999-08-01 | 86.7460368949 |
| 1999-09-01 | 87.2274955199 |
| 1999-10-01 | 87.4171028857 |
| 1999-11-01 | 87.7911310883 |
| 1999-12-01 | 88.2551788325 |
| 2000-01-01 | 89.1607560318 |
| 2000-02-01 | 89.8060144334 |
| 2000-03-01 | 90.3600190817 |
| 2000-04-01 | 90.4539523608 |
| 2000-05-01 | 90.9854754078 |
| 2000-06-01 | 91.4558368895 |
| 2000-07-01 | 92.1540653773 |
| 2000-08-01 | 92.7044175626 |
| 2000-09-01 | 93.2608585470 |
| 2000-10-01 | 93.8515971769 |
| 2000-11-01 | 94.7032294886 |
| 2000-12-01 | 95.7121011720 |
| 2001-01-01 | 94.9068625533 |
| 2001-02-01 | 95.7243996239 |
| 2001-03-01 | 96.7425916115 |
| 2001-04-01 | 95.9895297925 |
| 2001-05-01 | 96.0992724179 |
| 2001-06-01 | 96.0717631514 |
| 2001-07-01 | 96.1741165551 |
| 2001-08-01 | 96.0473860562 |
| 2001-09-01 | 95.6593046570 |
| 2001-10-01 | 95.6819180031 |
| 2001-11-01 | 95.2996793915 |
| 2001-12-01 | 95.0512931308 |
| 2002-01-01 | 94.5593116186 |
| 2002-02-01 | 94.9860077497 |
| 2002-03-01 | 94.9820744511 |
| 2002-04-01 | 96.2141402957 |
| 2002-05-01 | 96.7907083591 |
| 2002-06-01 | 97.4027095549 |
| 2002-07-01 | 98.3893945838 |
| 2002-08-01 | 98.3721388853 |
| 2002-09-01 | 97.8912412648 |
| 2002-10-01 | 98.6164669972 |
| 2002-11-01 | 98.6268612405 |
| 2002-12-01 | 99.2344582915 |
| 2003-01-01 | 99.6533211944 |
| 2003-02-01 | 99.0288713132 |
| 2003-03-01 | 98.6867958634 |
| 2003-04-01 | 98.2410188036 |
| 2003-05-01 | 97.6654159144 |
| 2003-06-01 | 97.3187452285 |
| 2003-07-01 | 96.9892881946 |
| 2003-08-01 | 97.1189278896 |
| 2003-09-01 | 97.0945392194 |
| 2003-10-01 | 96.7900649605 |
| 2003-11-01 | 96.9160404300 |
| 2003-12-01 | 97.0727490353 |
| 2004-01-01 | 95.7060023067 |
| 2004-02-01 | 95.3953626100 |
| 2004-03-01 | 95.5412303503 |
| 2004-04-01 | 97.0652295609 |
| 2004-05-01 | 97.0639572027 |
| 2004-06-01 | 97.4241652064 |
| 2004-07-01 | 97.6449410702 |
| 2004-08-01 | 97.3920618774 |
| 2004-09-01 | 97.7506769049 |
| 2004-10-01 | 98.0904574396 |
| 2004-11-01 | 98.4032205765 |
| 2004-12-01 | 99.1337328951 |
| 2005-01-01 | 99.7592977298 |
| 2005-02-01 | 99.9201238080 |
| 2005-03-01 | 100.1398820923 |
| 2005-04-01 | 100.2275252955 |
| 2005-05-01 | 100.3764521056 |
| 2005-06-01 | 100.4585963109 |
| 2005-07-01 | 100.2787901908 |
| 2005-08-01 | 99.9825600442 |
| 2005-09-01 | 100.6862036500 |
| 2005-10-01 | 101.2303812128 |
| 2005-11-01 | 101.4279534552 |
| 2005-12-01 | 101.4746203234 |
| 2006-01-01 | 101.6348012896 |
| 2006-02-01 | 102.2858490904 |
| 2006-03-01 | 102.6397470529 |
| 2006-04-01 | 102.5230607424 |
| 2006-05-01 | 102.4355815068 |
| 2006-06-01 | 101.7262268510 |
| 2006-07-01 | 102.5203536993 |
| 2006-08-01 | 102.6591318274 |
| 2006-09-01 | 102.7246459768 |
| 2006-10-01 | 102.5881168714 |
| 2006-11-01 | 102.5611194753 |
| 2006-12-01 | 102.4701748103 |
| 2007-01-01 | 99.5715400830 |
| 2007-02-01 | 100.4330772638 |
| 2007-03-01 | 100.7460783719 |
| 2007-04-01 | 102.1269566791 |
| 2007-05-01 | 102.6422577536 |
| 2007-06-01 | 103.3810873215 |
| 2007-07-01 | 100.6526715724 |
| 2007-08-01 | 101.2309508005 |
| 2007-09-01 | 101.8129195999 |
| 2007-10-01 | 109.7524468651 |
| 2007-11-01 | 110.2294080572 |
| 2007-12-01 | 110.4481379057 |
| 2008-01-01 | 110.2274206147 |
| 2008-02-01 | 110.6460773117 |
| 2008-03-01 | 111.4790257216 |
| 2008-04-01 | 111.3200830819 |
| 2008-05-01 | 112.0748782870 |
| 2008-06-01 | 112.0939682542 |
| 2008-07-01 | 112.8185499568 |
| 2008-08-01 | 112.9078835780 |
| 2008-09-01 | 113.1668525674 |
| 2008-10-01 | 112.6146329944 |
| 2008-11-01 | 112.3831875221 |
| 2008-12-01 | 112.1418602662 |
| 2009-01-01 | 111.6654895007 |
| 2009-02-01 | 110.9551221670 |
| 2009-03-01 | 109.9812928285 |
| 2009-04-01 | 108.9161397603 |
| 2009-05-01 | 109.7941616816 |
| 2009-06-01 | 109.6710470243 |
| 2009-07-01 | 110.3605303637 |
| 2009-08-01 | 110.5739095077 |
| 2009-09-01 | 111.1064806770 |
| 2009-10-01 | 110.9789556184 |
| 2009-11-01 | 111.5686115455 |
| 2009-12-01 | 112.6976644282 |
| 2010-01-01 | 113.2916680705 |
| 2010-02-01 | 113.5278265558 |
| 2010-03-01 | 113.7661886372 |
| 2010-04-01 | 114.2801878459 |
| 2010-05-01 | 113.8743439859 |
| 2010-06-01 | 114.4157423642 |
| 2010-07-01 | 113.4074553380 |
| 2010-08-01 | 113.4265714205 |
| 2010-09-01 | 113.3930026060 |
| 2010-10-01 | 113.8552373701 |
| 2010-11-01 | 113.8857679913 |
| 2010-12-01 | 114.4206892909 |
| 2011-01-01 | 113.8611164415 |
| 2011-02-01 | 114.0866627215 |
| 2011-03-01 | 114.4093447486 |
| 2011-04-01 | 114.6942577222 |
| 2011-05-01 | 115.0994697484 |
| 2011-06-01 | 115.5223956395 |
| 2011-07-01 | 115.5713394094 |
| 2011-08-01 | 115.9698301797 |
| 2011-09-01 | 116.5957722894 |
| 2011-10-01 | 117.3448117462 |
| 2011-11-01 | 117.8171459526 |
| 2011-12-01 | 118.0230449186 |
| 2012-01-01 | 118.6648480459 |
| 2012-02-01 | 119.2661533084 |
| 2012-03-01 | 119.7184288702 |
| 2012-04-01 | 119.6548790095 |
| 2012-05-01 | 120.1559748583 |
| 2012-06-01 | 120.6218340994 |
| 2012-07-01 | 121.8760815838 |
| 2012-08-01 | 122.3327333401 |
| 2012-09-01 | 121.9802164038 |
| 2012-10-01 | 122.3329937165 |
| 2012-11-01 | 122.5142591720 |
| 2012-12-01 | 122.7279236786 |
| 2013-01-01 | 122.9189568248 |
| 2013-02-01 | 123.1008781491 |
| 2013-03-01 | 123.8133351125 |
| 2013-04-01 | 122.6079352968 |
| 2013-05-01 | 123.2696673514 |
| 2013-06-01 | 123.4658264215 |
| 2013-07-01 | 123.6652500673 |
| 2013-08-01 | 123.5746620336 |
| 2013-09-01 | 123.6454163095 |
| 2013-10-01 | 122.7335556131 |
| 2013-11-01 | 123.2960633487 |
| 2013-12-01 | 123.6147184804 |
| 2014-01-01 | 123.5608147693 |
| 2014-02-01 | 123.8561493642 |
| 2014-03-01 | 123.6297175368 |
| 2014-04-01 | 124.3807014315 |
| 2014-05-01 | 125.0000195514 |
| 2014-06-01 | 125.5281101470 |
| 2014-07-01 | 125.5536584973 |
| 2014-08-01 | 126.0258543262 |
| 2014-09-01 | 126.7855957369 |
| 2014-10-01 | 127.0338004070 |
| 2014-11-01 | 127.7513098029 |
| 2014-12-01 | 128.2342611654 |
| 2015-01-01 | 129.7945739372 |
| 2015-02-01 | 130.1259172908 |
| 2015-03-01 | 130.9626185221 |
| 2015-04-01 | 130.8785704086 |
| 2015-05-01 | 130.4932162270 |
| 2015-06-01 | 129.9001073959 |
| 2015-07-01 | 129.1055823832 |
| 2015-08-01 | 128.9778813903 |
| 2015-09-01 | 128.2318901857 |
| 2015-10-01 | 128.9350241701 |
| 2015-11-01 | 128.7219739381 |
| 2015-12-01 | 127.8387773425 |
| 2016-01-01 | 126.5947436052 |
| 2016-02-01 | 126.2467271007 |
| 2016-03-01 | 125.5361952802 |
| 2016-04-01 | 126.5371723664 |
| 2016-05-01 | 126.3522832151 |
| 2016-06-01 | 125.7750423296 |
| 2016-07-01 | 125.9459888795 |
| 2016-08-01 | 125.8616978328 |
| 2016-09-01 | 125.5057903500 |
| 2016-10-01 | 125.3509904625 |
| 2016-11-01 | 125.1611405882 |
| 2016-12-01 | 125.2822618396 |
| 2017-01-01 | 125.8136417159 |
| 2017-02-01 | 126.1182995835 |
| 2017-03-01 | 125.8791227202 |
| 2017-04-01 | 126.8177622208 |
| 2017-05-01 | 127.7434920360 |
| 2017-06-01 | 128.9997823177 |
| 2017-07-01 | 129.6359910909 |
| 2017-08-01 | 130.7549185182 |
| 2017-09-01 | 131.5990691579 |
| 2017-10-01 | 132.6835340902 |
| 2017-11-01 | 133.6696389322 |
| 2017-12-01 | 135.1352352956 |
| 2018-01-01 | 134.1938794254 |
| 2018-02-01 | 135.2869784902 |
| 2018-03-01 | 136.3931827393 |
| 2018-04-01 | 137.1060421432 |
| 2018-05-01 | 137.7469701579 |
| 2018-06-01 | 138.8203517909 |
| 2018-07-01 | 140.3667515446 |
| 2018-08-01 | 141.2853979043 |
| 2018-09-01 | 142.2914122205 |
| 2018-10-01 | 143.1435738085 |
| 2018-11-01 | 143.7809764772 |
| 2018-12-01 | 145.0623622108 |
| 2019-01-01 | 146.4654268226 |
| 2019-02-01 | 147.9361844300 |
| 2019-03-01 | 148.9880840797 |
| 2019-04-01 | 149.6743267293 |
| 2019-05-01 | 150.9597352201 |
| 2019-06-01 | 153.0812184852 |
| 2019-07-01 | 153.1942166507 |
| 2019-08-01 | 153.9817954367 |
| 2019-09-01 | 154.8581409631 |
| 2019-10-01 | 155.6183069029 |
| 2019-11-01 | 157.1405889919 |
| 2019-12-01 | 157.9542751602 |
| 2020-01-01 | 157.9993675495 |
| 2020-02-01 | 158.6701749417 |
| 2020-03-01 | 159.2640943507 |
| 2020-04-01 | 156.9634963731 |
| 2020-05-01 | 157.4616075732 |
| 2020-06-01 | 157.6016256939 |
| 2020-07-01 | 157.2894433704 |
| 2020-08-01 | 158.5446755663 |
| 2020-09-01 | 159.6763092056 |
| 2020-10-01 | 161.1032208508 |
| 2020-11-01 | 161.6758740434 |
| 2020-12-01 | 163.0150624614 |
| 2021-01-01 | 165.9592593396 |
| 2021-02-01 | 166.4203129059 |
| 2021-03-01 | 167.6492320934 |
| 2021-04-01 | 170.0689291763 |
| 2021-05-01 | 171.0595306468 |
| 2021-06-01 | 171.6229026631 |
| 2021-07-01 | 173.6535625507 |
| 2021-08-01 | 175.3405191009 |
| 2021-09-01 | 176.4205105212 |
| 2021-10-01 | 179.3401979143 |
| 2021-11-01 | 181.3395215987 |
| 2021-12-01 | 182.9479656662 |
| 2022-01-01 | 184.5353076336 |
| 2022-02-01 | 186.1363955409 |
| 2022-03-01 | 187.5066337036 |
| 2022-04-01 | 188.3825530895 |
| 2022-05-01 | 188.7079149265 |
| 2022-06-01 | 190.0901147001 |
| 2022-07-01 | 192.2371847784 |
| 2022-08-01 | 193.2108148896 |
| 2022-09-01 | 192.9069545742 |
| 2022-10-01 | 193.1388163748 |
| 2022-11-01 | 193.6088035860 |
| 2022-12-01 | 193.4591973752 |
| 2023-01-01 | 193.9544108680 |
| 2023-02-01 | 193.9666273521 |
| 2023-03-01 | 193.6923123171 |
| 2023-04-01 | 193.3775689540 |
| 2023-05-01 | 193.3398041194 |
| 2023-06-01 | 193.8452586881 |
| 2023-07-01 | 192.4812418026 |
| 2023-08-01 | 192.2781740678 |
| 2023-09-01 | 191.9759315442 |
| 2023-10-01 | 191.2947965619 |
| 2023-11-01 | 190.7824791195 |
| 2023-12-01 | 190.9170197459 |
| 2024-01-01 | 190.2067050844 |
| 2024-02-01 | 189.0944687426 |
| 2024-03-01 | 188.9480931981 |
| 2024-04-01 | 187.5285086550 |
| 2024-05-01 | 186.9895465620 |
| 2024-06-01 | 186.7591352677 |
| 2024-07-01 | 187.0640503861 |
| 2024-08-01 | 185.9215931698 |
| 2024-09-01 | 185.5534646135 |
| 2024-10-01 | 184.7502222300 |
| 2024-11-01 | 184.4562429185 |
| 2024-12-01 | 183.5156627258 |
| 2025-01-01 | 183.3750414765 |
| 2025-02-01 | 183.4316138784 |
| 2025-03-01 | 183.4030757829 |
| 2025-04-01 | 183.8323172854 |
| 2025-05-01 | 183.8171263957 |
| 2025-06-01 | 183.1912825390 |
| 2025-07-01 | 183.2456300188 |
| 2025-08-01 | 183.0328570676 |
| 2025-09-01 | 182.4696822336 |
| 2025-10-01 | 186.5949352484 |
| 2025-11-01 | 185.6993605191 |
| 2025-12-01 | 185.7448024741 |
| 2026-01-01 | 185.0331117769 |
| 2026-02-01 | 184.6022439714 |
| 2026-03-01 | 183.1827256655 |
| 2026-04-01 | 183.9821922492 |
| 2026-05-01 | 184.9151882937 |
| 2026-06-01 | 183.3615813757 |
| 2026-07-01 | 182.4512880701 |
| 2026-08-01 | 181.0776148371 |
| 2026-09-01 | 182.3320388675 |