Table Data - All Employees: Professional and Business Services: Employment Services in California
| Title | All Employees: Professional and Business Services: Employment Services in California |
|---|---|
| Series ID | SMU06000006056130001SA |
| 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 2026-04-01 |
| Last Updated | 2026-05-26 2:37 PM 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 | 232.227514511296 |
| 1990-02-01 | 233.122619708054 |
| 1990-03-01 | 231.739645802453 |
| 1990-04-01 | 223.488186384979 |
| 1990-05-01 | 225.992817745487 |
| 1990-06-01 | 225.663804126477 |
| 1990-07-01 | 228.429418110105 |
| 1990-08-01 | 227.192432331108 |
| 1990-09-01 | 226.495890354224 |
| 1990-10-01 | 218.116242614255 |
| 1990-11-01 | 218.870842055624 |
| 1990-12-01 | 217.922538067550 |
| 1991-01-01 | 204.283753945796 |
| 1991-02-01 | 198.222960677543 |
| 1991-03-01 | 196.309166604217 |
| 1991-04-01 | 199.674835233209 |
| 1991-05-01 | 197.086414823530 |
| 1991-06-01 | 196.867700670720 |
| 1991-07-01 | 193.095442839822 |
| 1991-08-01 | 192.552110997824 |
| 1991-09-01 | 193.980865153977 |
| 1991-10-01 | 196.044691834263 |
| 1991-11-01 | 196.679682637119 |
| 1991-12-01 | 195.206506388416 |
| 1992-01-01 | 195.582061756097 |
| 1992-02-01 | 194.310892505456 |
| 1992-03-01 | 196.379662846678 |
| 1992-04-01 | 198.304505037327 |
| 1992-05-01 | 201.199825894363 |
| 1992-06-01 | 202.997910581383 |
| 1992-07-01 | 205.539164805716 |
| 1992-08-01 | 208.140100338547 |
| 1992-09-01 | 209.284486182358 |
| 1992-10-01 | 210.592491864438 |
| 1992-11-01 | 211.846974673949 |
| 1992-12-01 | 211.743927996513 |
| 1993-01-01 | 218.148318353670 |
| 1993-02-01 | 219.852636335762 |
| 1993-03-01 | 221.099705307965 |
| 1993-04-01 | 222.368959856039 |
| 1993-05-01 | 225.610917358092 |
| 1993-06-01 | 225.961151044809 |
| 1993-07-01 | 229.275455859072 |
| 1993-08-01 | 229.971500363839 |
| 1993-09-01 | 231.741869441427 |
| 1993-10-01 | 232.706942812443 |
| 1993-11-01 | 234.229028378266 |
| 1993-12-01 | 236.497317119620 |
| 1994-01-01 | 239.120799235170 |
| 1994-02-01 | 244.685148104623 |
| 1994-03-01 | 247.729048273208 |
| 1994-04-01 | 250.769040047534 |
| 1994-05-01 | 253.159441749164 |
| 1994-06-01 | 253.384699935577 |
| 1994-07-01 | 253.480190169314 |
| 1994-08-01 | 253.686607617878 |
| 1994-09-01 | 259.112695602193 |
| 1994-10-01 | 266.870718086079 |
| 1994-11-01 | 270.923513602395 |
| 1994-12-01 | 272.486113653594 |
| 1995-01-01 | 274.639529098595 |
| 1995-02-01 | 278.613715545964 |
| 1995-03-01 | 280.478558970753 |
| 1995-04-01 | 282.532214830362 |
| 1995-05-01 | 284.830468269984 |
| 1995-06-01 | 289.587545111961 |
| 1995-07-01 | 286.441378116634 |
| 1995-08-01 | 289.860430905961 |
| 1995-09-01 | 295.597292294807 |
| 1995-10-01 | 296.523129567837 |
| 1995-11-01 | 299.252834048707 |
| 1995-12-01 | 307.391127976215 |
| 1996-01-01 | 315.286744427891 |
| 1996-02-01 | 313.647934156620 |
| 1996-03-01 | 316.794905617495 |
| 1996-04-01 | 320.121675878908 |
| 1996-05-01 | 322.380015679877 |
| 1996-06-01 | 329.651572132149 |
| 1996-07-01 | 344.658437420140 |
| 1996-08-01 | 343.278563415637 |
| 1996-09-01 | 347.310757523571 |
| 1996-10-01 | 347.975657280897 |
| 1996-11-01 | 354.205553741117 |
| 1996-12-01 | 351.465688709379 |
| 1997-01-01 | 348.349816806263 |
| 1997-02-01 | 350.887335939452 |
| 1997-03-01 | 357.347243160604 |
| 1997-04-01 | 362.702368534328 |
| 1997-05-01 | 365.270540380399 |
| 1997-06-01 | 370.763982258665 |
| 1997-07-01 | 373.981178362112 |
| 1997-08-01 | 380.019244889188 |
| 1997-09-01 | 381.607763632656 |
| 1997-10-01 | 385.081097130232 |
| 1997-11-01 | 385.955911057262 |
| 1997-12-01 | 402.512125220628 |
| 1998-01-01 | 418.151791794066 |
| 1998-02-01 | 419.853449380957 |
| 1998-03-01 | 420.865884137640 |
| 1998-04-01 | 423.658194796919 |
| 1998-05-01 | 429.586203164766 |
| 1998-06-01 | 427.860839888621 |
| 1998-07-01 | 437.597089726251 |
| 1998-08-01 | 444.185426935048 |
| 1998-09-01 | 444.205515436286 |
| 1998-10-01 | 442.434929431560 |
| 1998-11-01 | 444.459807914650 |
| 1998-12-01 | 443.644570541328 |
| 1999-01-01 | 423.356502145612 |
| 1999-02-01 | 424.417845192846 |
| 1999-03-01 | 428.919714546037 |
| 1999-04-01 | 433.670732927108 |
| 1999-05-01 | 435.589709270852 |
| 1999-06-01 | 438.826582156833 |
| 1999-07-01 | 452.400516338513 |
| 1999-08-01 | 450.478077926552 |
| 1999-09-01 | 452.671932314054 |
| 1999-10-01 | 466.736732586746 |
| 1999-11-01 | 467.148380985544 |
| 1999-12-01 | 470.865331371895 |
| 2000-01-01 | 476.962077283454 |
| 2000-02-01 | 478.545427050591 |
| 2000-03-01 | 482.349195249652 |
| 2000-04-01 | 497.263642053211 |
| 2000-05-01 | 496.035038677747 |
| 2000-06-01 | 501.732660261737 |
| 2000-07-01 | 502.580339297277 |
| 2000-08-01 | 499.708236309409 |
| 2000-09-01 | 502.558911325892 |
| 2000-10-01 | 499.574682193319 |
| 2000-11-01 | 499.913420911843 |
| 2000-12-01 | 498.081012326539 |
| 2001-01-01 | 484.044133399684 |
| 2001-02-01 | 475.692157337976 |
| 2001-03-01 | 469.187622155083 |
| 2001-04-01 | 456.693269227129 |
| 2001-05-01 | 453.691159803439 |
| 2001-06-01 | 448.859095096120 |
| 2001-07-01 | 435.976936821941 |
| 2001-08-01 | 430.948592692275 |
| 2001-09-01 | 431.014814435715 |
| 2001-10-01 | 418.054999569067 |
| 2001-11-01 | 412.119032679534 |
| 2001-12-01 | 408.544823058103 |
| 2002-01-01 | 425.125231715145 |
| 2002-02-01 | 423.108865718395 |
| 2002-03-01 | 423.636191847422 |
| 2002-04-01 | 418.825699053444 |
| 2002-05-01 | 422.498169061011 |
| 2002-06-01 | 422.390781417973 |
| 2002-07-01 | 421.819841159895 |
| 2002-08-01 | 423.814534675563 |
| 2002-09-01 | 425.827091979044 |
| 2002-10-01 | 429.850646497661 |
| 2002-11-01 | 431.997346788678 |
| 2002-12-01 | 429.170249961529 |
| 2003-01-01 | 425.686422781322 |
| 2003-02-01 | 423.174886594433 |
| 2003-03-01 | 422.210096803772 |
| 2003-04-01 | 423.739246368952 |
| 2003-05-01 | 422.098221195208 |
| 2003-06-01 | 420.460711256190 |
| 2003-07-01 | 415.817108888577 |
| 2003-08-01 | 415.440559081160 |
| 2003-09-01 | 414.194913864566 |
| 2003-10-01 | 413.518162330119 |
| 2003-11-01 | 412.489980889823 |
| 2003-12-01 | 409.613290190275 |
| 2004-01-01 | 418.103246729570 |
| 2004-02-01 | 418.937337973195 |
| 2004-03-01 | 422.282009089455 |
| 2004-04-01 | 421.376972165590 |
| 2004-05-01 | 422.913271316985 |
| 2004-06-01 | 422.917818131231 |
| 2004-07-01 | 426.231216734223 |
| 2004-08-01 | 424.807386898672 |
| 2004-09-01 | 418.541136808649 |
| 2004-10-01 | 422.959322446189 |
| 2004-11-01 | 425.618291902411 |
| 2004-12-01 | 425.254604964494 |
| 2005-01-01 | 425.302889351009 |
| 2005-02-01 | 428.050582167041 |
| 2005-03-01 | 427.949509015952 |
| 2005-04-01 | 428.334358905181 |
| 2005-05-01 | 423.830434896849 |
| 2005-06-01 | 423.357185947783 |
| 2005-07-01 | 429.716125706614 |
| 2005-08-01 | 431.885977929294 |
| 2005-09-01 | 433.708433114843 |
| 2005-10-01 | 427.960074361631 |
| 2005-11-01 | 429.346934457304 |
| 2005-12-01 | 431.100247845094 |
| 2006-01-01 | 439.975763798775 |
| 2006-02-01 | 438.170359871151 |
| 2006-03-01 | 438.553604280564 |
| 2006-04-01 | 444.644463423594 |
| 2006-05-01 | 448.674454461420 |
| 2006-06-01 | 452.020649286598 |
| 2006-07-01 | 451.139906009032 |
| 2006-08-01 | 451.504497392330 |
| 2006-09-01 | 452.012307798690 |
| 2006-10-01 | 453.352779664658 |
| 2006-11-01 | 451.490730911085 |
| 2006-12-01 | 449.068434856369 |
| 2007-01-01 | 446.887578954876 |
| 2007-02-01 | 445.661447835227 |
| 2007-03-01 | 447.180011374465 |
| 2007-04-01 | 440.303152293991 |
| 2007-05-01 | 439.225580075794 |
| 2007-06-01 | 436.347728960516 |
| 2007-07-01 | 432.443888421207 |
| 2007-08-01 | 425.884519094837 |
| 2007-09-01 | 426.713889284697 |
| 2007-10-01 | 423.271617378403 |
| 2007-11-01 | 422.231516627451 |
| 2007-12-01 | 421.214498814481 |
| 2008-01-01 | 414.560870493115 |
| 2008-02-01 | 412.961190090410 |
| 2008-03-01 | 408.718358577742 |
| 2008-04-01 | 406.224861239263 |
| 2008-05-01 | 399.371794081314 |
| 2008-06-01 | 397.023815343186 |
| 2008-07-01 | 389.111980693460 |
| 2008-08-01 | 385.157426368897 |
| 2008-09-01 | 380.848751603634 |
| 2008-10-01 | 364.718770815670 |
| 2008-11-01 | 354.255909360592 |
| 2008-12-01 | 345.740939831411 |
| 2009-01-01 | 337.439098432364 |
| 2009-02-01 | 325.998509881853 |
| 2009-03-01 | 318.547169751980 |
| 2009-04-01 | 313.132062181844 |
| 2009-05-01 | 313.081200746013 |
| 2009-06-01 | 310.418905706344 |
| 2009-07-01 | 311.702803211642 |
| 2009-08-01 | 314.059802259665 |
| 2009-09-01 | 313.614797548742 |
| 2009-10-01 | 319.519883981959 |
| 2009-11-01 | 322.267762743378 |
| 2009-12-01 | 326.932061216568 |
| 2010-01-01 | 315.609924581022 |
| 2010-02-01 | 321.059298245958 |
| 2010-03-01 | 321.520140739029 |
| 2010-04-01 | 323.647389056917 |
| 2010-05-01 | 326.716259192289 |
| 2010-06-01 | 331.502959579632 |
| 2010-07-01 | 334.054384622162 |
| 2010-08-01 | 336.390789813031 |
| 2010-09-01 | 335.286972730118 |
| 2010-10-01 | 345.243420371469 |
| 2010-11-01 | 343.086208481773 |
| 2010-12-01 | 345.367505932925 |
| 2011-01-01 | 335.893187644262 |
| 2011-02-01 | 342.303414958952 |
| 2011-03-01 | 342.781257349215 |
| 2011-04-01 | 344.836611382593 |
| 2011-05-01 | 344.202984064605 |
| 2011-06-01 | 343.698907249089 |
| 2011-07-01 | 345.783571790506 |
| 2011-08-01 | 343.100746978134 |
| 2011-09-01 | 349.305078936209 |
| 2011-10-01 | 346.424446339589 |
| 2011-11-01 | 345.885715935329 |
| 2011-12-01 | 351.406274160493 |
| 2012-01-01 | 359.095568700899 |
| 2012-02-01 | 367.888928529806 |
| 2012-03-01 | 372.542195862275 |
| 2012-04-01 | 372.496732609949 |
| 2012-05-01 | 374.998927444867 |
| 2012-06-01 | 383.166460461638 |
| 2012-07-01 | 374.125699943889 |
| 2012-08-01 | 374.707210149119 |
| 2012-09-01 | 376.252320087491 |
| 2012-10-01 | 380.854736562563 |
| 2012-11-01 | 383.981089530643 |
| 2012-12-01 | 386.073136941346 |
| 2013-01-01 | 392.137743674210 |
| 2013-02-01 | 396.733660923863 |
| 2013-03-01 | 396.526315009542 |
| 2013-04-01 | 402.191831936926 |
| 2013-05-01 | 404.577432502877 |
| 2013-06-01 | 405.512097109987 |
| 2013-07-01 | 407.775177562666 |
| 2013-08-01 | 413.314723908514 |
| 2013-09-01 | 414.051154767879 |
| 2013-10-01 | 408.275613021724 |
| 2013-11-01 | 410.994725886369 |
| 2013-12-01 | 411.816968161936 |
| 2014-01-01 | 414.979488666350 |
| 2014-02-01 | 413.720556541882 |
| 2014-03-01 | 420.331818834295 |
| 2014-04-01 | 429.572296356696 |
| 2014-05-01 | 433.985925851113 |
| 2014-06-01 | 433.851988829168 |
| 2014-07-01 | 437.256743354373 |
| 2014-08-01 | 441.115874802837 |
| 2014-09-01 | 445.659892410984 |
| 2014-10-01 | 453.292574179075 |
| 2014-11-01 | 457.110659149597 |
| 2014-12-01 | 464.228679316013 |
| 2015-01-01 | 448.364852100327 |
| 2015-02-01 | 440.761512363471 |
| 2015-03-01 | 452.844116041249 |
| 2015-04-01 | 445.515702198774 |
| 2015-05-01 | 447.982082319659 |
| 2015-06-01 | 453.013373571646 |
| 2015-07-01 | 458.835551544175 |
| 2015-08-01 | 461.432938753631 |
| 2015-09-01 | 463.124912818573 |
| 2015-10-01 | 470.984608302887 |
| 2015-11-01 | 475.388910310528 |
| 2015-12-01 | 488.485974116298 |
| 2016-01-01 | 473.334012437117 |
| 2016-02-01 | 470.382565862768 |
| 2016-03-01 | 464.823310186176 |
| 2016-04-01 | 466.266241491582 |
| 2016-05-01 | 463.391186612354 |
| 2016-06-01 | 465.333952239917 |
| 2016-07-01 | 461.336499520333 |
| 2016-08-01 | 461.269961203755 |
| 2016-09-01 | 469.669607815908 |
| 2016-10-01 | 460.994113352962 |
| 2016-11-01 | 455.376873858876 |
| 2016-12-01 | 459.590153310574 |
| 2017-01-01 | 463.316932550174 |
| 2017-02-01 | 466.128838656828 |
| 2017-03-01 | 471.921393229638 |
| 2017-04-01 | 452.877126971588 |
| 2017-05-01 | 465.423230828607 |
| 2017-06-01 | 467.280472467125 |
| 2017-07-01 | 470.543135750964 |
| 2017-08-01 | 468.010238704805 |
| 2017-09-01 | 469.029370049444 |
| 2017-10-01 | 465.217791639370 |
| 2017-11-01 | 466.940489628394 |
| 2017-12-01 | 471.481585101343 |
| 2018-01-01 | 473.914811948513 |
| 2018-02-01 | 475.401254562417 |
| 2018-03-01 | 481.797856951540 |
| 2018-04-01 | 486.019153254335 |
| 2018-05-01 | 489.497080408710 |
| 2018-06-01 | 489.537910984246 |
| 2018-07-01 | 489.022978509442 |
| 2018-08-01 | 490.487899423177 |
| 2018-09-01 | 492.117420310220 |
| 2018-10-01 | 486.760410897534 |
| 2018-11-01 | 489.649951293609 |
| 2018-12-01 | 495.858792033245 |
| 2019-01-01 | 480.258403596607 |
| 2019-02-01 | 474.408750861242 |
| 2019-03-01 | 477.856122120084 |
| 2019-04-01 | 476.083616861976 |
| 2019-05-01 | 474.949565358500 |
| 2019-06-01 | 483.518587919051 |
| 2019-07-01 | 474.676510628259 |
| 2019-08-01 | 476.918591778759 |
| 2019-09-01 | 473.886835168629 |
| 2019-10-01 | 473.927288552000 |
| 2019-11-01 | 476.383514045336 |
| 2019-12-01 | 478.336028006576 |
| 2020-01-01 | 483.594442550390 |
| 2020-02-01 | 480.061697642370 |
| 2020-03-01 | 466.306665455059 |
| 2020-04-01 | 374.628387166666 |
| 2020-05-01 | 383.512538551585 |
| 2020-06-01 | 394.498368280020 |
| 2020-07-01 | 409.643147318729 |
| 2020-08-01 | 418.977578786915 |
| 2020-09-01 | 424.118065253129 |
| 2020-10-01 | 437.190081287208 |
| 2020-11-01 | 444.390631580875 |
| 2020-12-01 | 450.958765155684 |
| 2021-01-01 | 461.556413507664 |
| 2021-02-01 | 474.418664211389 |
| 2021-03-01 | 482.010174207883 |
| 2021-04-01 | 483.882139113020 |
| 2021-05-01 | 487.666467745281 |
| 2021-06-01 | 481.358753227486 |
| 2021-07-01 | 484.682075145844 |
| 2021-08-01 | 480.051483481039 |
| 2021-09-01 | 482.508886886448 |
| 2021-10-01 | 503.935381711208 |
| 2021-11-01 | 510.655225025436 |
| 2021-12-01 | 514.247824813659 |
| 2022-01-01 | 522.231536057692 |
| 2022-02-01 | 527.396007324677 |
| 2022-03-01 | 526.377934471744 |
| 2022-04-01 | 532.147343131969 |
| 2022-05-01 | 526.804523435135 |
| 2022-06-01 | 524.162143538830 |
| 2022-07-01 | 519.888701666462 |
| 2022-08-01 | 513.804092544897 |
| 2022-09-01 | 510.160216540483 |
| 2022-10-01 | 505.591502952271 |
| 2022-11-01 | 494.230955649579 |
| 2022-12-01 | 488.646827490539 |
| 2023-01-01 | 477.262756679010 |
| 2023-02-01 | 466.915494707907 |
| 2023-03-01 | 459.713166331016 |
| 2023-04-01 | 459.762629631686 |
| 2023-05-01 | 455.222621468239 |
| 2023-06-01 | 450.954420187993 |
| 2023-07-01 | 444.973684461326 |
| 2023-08-01 | 441.084980532175 |
| 2023-09-01 | 441.315583890160 |
| 2023-10-01 | 433.191697054881 |
| 2023-11-01 | 431.537056413656 |
| 2023-12-01 | 429.018815901893 |
| 2024-01-01 | 430.714636663980 |
| 2024-02-01 | 428.102092239084 |
| 2024-03-01 | 429.000143783844 |
| 2024-04-01 | 424.256086366089 |
| 2024-05-01 | 423.547329425659 |
| 2024-06-01 | 423.448659433441 |
| 2024-07-01 | 416.976604991649 |
| 2024-08-01 | 422.278922703877 |
| 2024-09-01 | 420.648787831707 |
| 2024-10-01 | 419.505752676242 |
| 2024-11-01 | 419.468286404732 |
| 2024-12-01 | 419.795940810053 |
| 2025-01-01 | 415.806599558635 |
| 2025-02-01 | 416.471027950175 |
| 2025-03-01 | 420.380355731792 |
| 2025-04-01 | 417.556464020708 |
| 2025-05-01 | 418.025106562626 |
| 2025-06-01 | 413.965992060430 |
| 2025-07-01 | 405.085341547869 |
| 2025-08-01 | 412.416619357841 |
| 2025-09-01 | 411.956936102091 |
| 2025-10-01 | 409.638754305187 |
| 2025-11-01 | 406.382804265086 |
| 2025-12-01 | 410.256351466472 |
| 2026-01-01 | 413.769007209731 |
| 2026-02-01 | 411.534355455189 |
| 2026-03-01 | 408.715658739274 |
| 2026-04-01 | 410.468406465320 |