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 2026-05-01 |
| Last Updated | 2026-06-24 10:50 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 | 232.227379762505 |
| 1990-02-01 | 233.122552037786 |
| 1990-03-01 | 231.739575834230 |
| 1990-04-01 | 223.488130179473 |
| 1990-05-01 | 225.992777041156 |
| 1990-06-01 | 225.663788638356 |
| 1990-07-01 | 228.429431128763 |
| 1990-08-01 | 227.192468537549 |
| 1990-09-01 | 226.495906100548 |
| 1990-10-01 | 218.116278007752 |
| 1990-11-01 | 218.870930153720 |
| 1990-12-01 | 217.922681857389 |
| 1991-01-01 | 204.283646411629 |
| 1991-02-01 | 198.222906813338 |
| 1991-03-01 | 196.309111405783 |
| 1991-04-01 | 199.674788470204 |
| 1991-05-01 | 197.086381930448 |
| 1991-06-01 | 196.867688517050 |
| 1991-07-01 | 193.095452914928 |
| 1991-08-01 | 192.552137717693 |
| 1991-09-01 | 193.980876495430 |
| 1991-10-01 | 196.044719118231 |
| 1991-11-01 | 196.679751412888 |
| 1991-12-01 | 195.206618418847 |
| 1992-01-01 | 195.581967992457 |
| 1992-02-01 | 194.310855955094 |
| 1992-03-01 | 196.379618804886 |
| 1992-04-01 | 198.304463481338 |
| 1992-05-01 | 201.199797818229 |
| 1992-06-01 | 202.997901925126 |
| 1992-07-01 | 205.539173965340 |
| 1992-08-01 | 208.140120848242 |
| 1992-09-01 | 209.284499841642 |
| 1992-10-01 | 210.592517154493 |
| 1992-11-01 | 211.847025771726 |
| 1992-12-01 | 211.744010098873 |
| 1993-01-01 | 218.148244801953 |
| 1993-02-01 | 219.852610408581 |
| 1993-03-01 | 221.099670692033 |
| 1993-04-01 | 222.368926110105 |
| 1993-05-01 | 225.610893069203 |
| 1993-06-01 | 225.961144237190 |
| 1993-07-01 | 229.275463852786 |
| 1993-08-01 | 229.971514365585 |
| 1993-09-01 | 231.741884233539 |
| 1993-10-01 | 232.706964150028 |
| 1993-11-01 | 234.229069816363 |
| 1993-12-01 | 236.497368740437 |
| 1994-01-01 | 239.120741312814 |
| 1994-02-01 | 244.685132393943 |
| 1994-03-01 | 247.729024273734 |
| 1994-04-01 | 250.769015101189 |
| 1994-05-01 | 253.159421143093 |
| 1994-06-01 | 253.384694497720 |
| 1994-07-01 | 253.480196824997 |
| 1994-08-01 | 253.686616591630 |
| 1994-09-01 | 259.112713879590 |
| 1994-10-01 | 266.870741378662 |
| 1994-11-01 | 270.923558030512 |
| 1994-12-01 | 272.486139916141 |
| 1995-01-01 | 274.639467365053 |
| 1995-02-01 | 278.613700462523 |
| 1995-03-01 | 280.478540368879 |
| 1995-04-01 | 282.532199368856 |
| 1995-05-01 | 284.830448505105 |
| 1995-06-01 | 289.587536900531 |
| 1995-07-01 | 286.441383632797 |
| 1995-08-01 | 289.860439812778 |
| 1995-09-01 | 295.597312870261 |
| 1995-10-01 | 296.523157910951 |
| 1995-11-01 | 299.252908336780 |
| 1995-12-01 | 307.391177790180 |
| 1996-01-01 | 315.286612116721 |
| 1996-02-01 | 313.647909390328 |
| 1996-03-01 | 316.794884263916 |
| 1996-04-01 | 320.121658999895 |
| 1996-05-01 | 322.379993682093 |
| 1996-06-01 | 329.651563749991 |
| 1996-07-01 | 344.658445221788 |
| 1996-08-01 | 343.278579654908 |
| 1996-09-01 | 347.310786013379 |
| 1996-10-01 | 347.975698872632 |
| 1996-11-01 | 354.205672145905 |
| 1996-12-01 | 351.465779993497 |
| 1997-01-01 | 348.349604550410 |
| 1997-02-01 | 350.887292425038 |
| 1997-03-01 | 357.347207737348 |
| 1997-04-01 | 362.702351641191 |
| 1997-05-01 | 365.270512322184 |
| 1997-06-01 | 370.763974100042 |
| 1997-07-01 | 373.981188557175 |
| 1997-08-01 | 380.019268881074 |
| 1997-09-01 | 381.607798020996 |
| 1997-10-01 | 385.081145211045 |
| 1997-11-01 | 385.956058469043 |
| 1997-12-01 | 402.512284086466 |
| 1998-01-01 | 418.151498642128 |
| 1998-02-01 | 419.853363522750 |
| 1998-03-01 | 420.865822571852 |
| 1998-04-01 | 423.658176572940 |
| 1998-05-01 | 429.586171047594 |
| 1998-06-01 | 427.860833644029 |
| 1998-07-01 | 437.597103472362 |
| 1998-08-01 | 444.185461195784 |
| 1998-09-01 | 444.205555394588 |
| 1998-10-01 | 442.434976454862 |
| 1998-11-01 | 444.459969290517 |
| 1998-12-01 | 443.644783281215 |
| 1999-01-01 | 423.356207461655 |
| 1999-02-01 | 424.417749111815 |
| 1999-03-01 | 428.919642193518 |
| 1999-04-01 | 433.670719483571 |
| 1999-05-01 | 435.589678604816 |
| 1999-06-01 | 438.826577240947 |
| 1999-07-01 | 452.400528190382 |
| 1999-08-01 | 450.478107215270 |
| 1999-09-01 | 452.671966456717 |
| 1999-10-01 | 466.736765945522 |
| 1999-11-01 | 467.148519413213 |
| 1999-12-01 | 470.865579892311 |
| 2000-01-01 | 476.961798472803 |
| 2000-02-01 | 478.545313659383 |
| 2000-03-01 | 482.349114537807 |
| 2000-04-01 | 497.263629573792 |
| 2000-05-01 | 496.035010822995 |
| 2000-06-01 | 501.732657395902 |
| 2000-07-01 | 502.580349267484 |
| 2000-08-01 | 499.708261773324 |
| 2000-09-01 | 502.558937984723 |
| 2000-10-01 | 499.574694959877 |
| 2000-11-01 | 499.913520599999 |
| 2000-12-01 | 498.081244168610 |
| 2001-01-01 | 484.043943077403 |
| 2001-02-01 | 475.692067579677 |
| 2001-03-01 | 469.187556260705 |
| 2001-04-01 | 456.693264806769 |
| 2001-05-01 | 453.691137195087 |
| 2001-06-01 | 448.859091657013 |
| 2001-07-01 | 435.976941026729 |
| 2001-08-01 | 430.948603576998 |
| 2001-09-01 | 431.014826683639 |
| 2001-10-01 | 418.054996136607 |
| 2001-11-01 | 412.119077629391 |
| 2001-12-01 | 408.544970897971 |
| 2002-01-01 | 425.125148467363 |
| 2002-02-01 | 423.108808716934 |
| 2002-03-01 | 423.636148801595 |
| 2002-04-01 | 418.825694482883 |
| 2002-05-01 | 422.498153227482 |
| 2002-06-01 | 422.390776857504 |
| 2002-07-01 | 421.819841775458 |
| 2002-08-01 | 423.814537426792 |
| 2002-09-01 | 425.827098025759 |
| 2002-10-01 | 429.850636391088 |
| 2002-11-01 | 431.997368160626 |
| 2002-12-01 | 429.170351100198 |
| 2003-01-01 | 425.686388760524 |
| 2003-02-01 | 423.174861595196 |
| 2003-03-01 | 422.210072911308 |
| 2003-04-01 | 423.739239952395 |
| 2003-05-01 | 422.098209533052 |
| 2003-06-01 | 420.460704721416 |
| 2003-07-01 | 415.817106388847 |
| 2003-08-01 | 415.440555308484 |
| 2003-09-01 | 414.194916388342 |
| 2003-10-01 | 413.518156130968 |
| 2003-11-01 | 412.489989573325 |
| 2003-12-01 | 409.613354420598 |
| 2004-01-01 | 418.103229745640 |
| 2004-02-01 | 418.937327602369 |
| 2004-03-01 | 422.281998487227 |
| 2004-04-01 | 421.376963262845 |
| 2004-05-01 | 422.913264548073 |
| 2004-06-01 | 422.917812707966 |
| 2004-07-01 | 426.231214436512 |
| 2004-08-01 | 424.807383651390 |
| 2004-09-01 | 418.541137762725 |
| 2004-10-01 | 422.959318617423 |
| 2004-11-01 | 425.618297159346 |
| 2004-12-01 | 425.254640091925 |
| 2005-01-01 | 425.302884044373 |
| 2005-02-01 | 428.050577768110 |
| 2005-03-01 | 427.949503487505 |
| 2005-04-01 | 428.334353518013 |
| 2005-05-01 | 423.830430669925 |
| 2005-06-01 | 423.357181905484 |
| 2005-07-01 | 429.716124300063 |
| 2005-08-01 | 431.885976447292 |
| 2005-09-01 | 433.708432192119 |
| 2005-10-01 | 427.960073697377 |
| 2005-11-01 | 429.346935209472 |
| 2005-12-01 | 431.100266199668 |
| 2006-01-01 | 439.975765195996 |
| 2006-02-01 | 438.170357128745 |
| 2006-03-01 | 438.553600658933 |
| 2006-04-01 | 444.644460581983 |
| 2006-05-01 | 448.674452609492 |
| 2006-06-01 | 452.020646764810 |
| 2006-07-01 | 451.139905617712 |
| 2006-08-01 | 451.504496463720 |
| 2006-09-01 | 452.012305380222 |
| 2006-10-01 | 453.352777634958 |
| 2006-11-01 | 451.490731118542 |
| 2006-12-01 | 449.068444664376 |
| 2007-01-01 | 446.887582627923 |
| 2007-02-01 | 445.661446623266 |
| 2007-03-01 | 447.180009869647 |
| 2007-04-01 | 440.303151806743 |
| 2007-05-01 | 439.225579797394 |
| 2007-06-01 | 436.347728099016 |
| 2007-07-01 | 432.443888912796 |
| 2007-08-01 | 425.884519097167 |
| 2007-09-01 | 426.713882240793 |
| 2007-10-01 | 423.271613905448 |
| 2007-11-01 | 422.231518467914 |
| 2007-12-01 | 421.214500989674 |
| 2008-01-01 | 414.560877749560 |
| 2008-02-01 | 412.961190513392 |
| 2008-03-01 | 408.718358613354 |
| 2008-04-01 | 406.224862140509 |
| 2008-05-01 | 399.371794823768 |
| 2008-06-01 | 397.023815467598 |
| 2008-07-01 | 389.111981296454 |
| 2008-08-01 | 385.157427023631 |
| 2008-09-01 | 380.848741596336 |
| 2008-10-01 | 364.718765728877 |
| 2008-11-01 | 354.255909992489 |
| 2008-12-01 | 345.740941675092 |
| 2009-01-01 | 337.439105689502 |
| 2009-02-01 | 325.998509658621 |
| 2009-03-01 | 318.547173938313 |
| 2009-04-01 | 313.132062955144 |
| 2009-05-01 | 313.081201477928 |
| 2009-06-01 | 310.418905653334 |
| 2009-07-01 | 311.702804065902 |
| 2009-08-01 | 314.059803141195 |
| 2009-09-01 | 313.614786072286 |
| 2009-10-01 | 319.519877734041 |
| 2009-11-01 | 322.267761944669 |
| 2009-12-01 | 326.932062787755 |
| 2010-01-01 | 315.609932516858 |
| 2010-02-01 | 321.059299213052 |
| 2010-03-01 | 321.520150705552 |
| 2010-04-01 | 323.647390716729 |
| 2010-05-01 | 326.716260038496 |
| 2010-06-01 | 331.502958017384 |
| 2010-07-01 | 334.054384240706 |
| 2010-08-01 | 336.390788738196 |
| 2010-09-01 | 335.286958851994 |
| 2010-10-01 | 345.243411760899 |
| 2010-11-01 | 343.086205003912 |
| 2010-12-01 | 345.367507476232 |
| 2011-01-01 | 335.893198022098 |
| 2011-02-01 | 342.303419596031 |
| 2011-03-01 | 342.781276624625 |
| 2011-04-01 | 344.836615568954 |
| 2011-05-01 | 344.202984223122 |
| 2011-06-01 | 343.698900630292 |
| 2011-07-01 | 345.783566664404 |
| 2011-08-01 | 343.100741993360 |
| 2011-09-01 | 349.305060706688 |
| 2011-10-01 | 346.424434040952 |
| 2011-11-01 | 345.885721482270 |
| 2011-12-01 | 351.406282564815 |
| 2012-01-01 | 359.095572590704 |
| 2012-02-01 | 367.888929651412 |
| 2012-03-01 | 372.542252313032 |
| 2012-04-01 | 372.496720542701 |
| 2012-05-01 | 374.998917437538 |
| 2012-06-01 | 383.166446815216 |
| 2012-07-01 | 374.125688344262 |
| 2012-08-01 | 374.707198170614 |
| 2012-09-01 | 376.252300723138 |
| 2012-10-01 | 380.854723613125 |
| 2012-11-01 | 383.981109266430 |
| 2012-12-01 | 386.073181193387 |
| 2013-01-01 | 392.137734793691 |
| 2013-02-01 | 396.733645782683 |
| 2013-03-01 | 396.526396514934 |
| 2013-04-01 | 402.191787397449 |
| 2013-05-01 | 404.577404832746 |
| 2013-06-01 | 405.512080716066 |
| 2013-07-01 | 407.775167495240 |
| 2013-08-01 | 413.314708382180 |
| 2013-09-01 | 414.051128767880 |
| 2013-10-01 | 408.275611458819 |
| 2013-11-01 | 410.994765698816 |
| 2013-12-01 | 411.817059902907 |
| 2014-01-01 | 414.979501079116 |
| 2014-02-01 | 413.720592372621 |
| 2014-03-01 | 420.331755426238 |
| 2014-04-01 | 429.572202347030 |
| 2014-05-01 | 433.985907320366 |
| 2014-06-01 | 433.851964073853 |
| 2014-07-01 | 437.256716804940 |
| 2014-08-01 | 441.115852357530 |
| 2014-09-01 | 445.659876786424 |
| 2014-10-01 | 453.292623697004 |
| 2014-11-01 | 457.110772872426 |
| 2014-12-01 | 464.228890924614 |
| 2015-01-01 | 448.364936375212 |
| 2015-02-01 | 440.761600132198 |
| 2015-03-01 | 452.843788256394 |
| 2015-04-01 | 445.515497862248 |
| 2015-05-01 | 447.982004884848 |
| 2015-06-01 | 453.013282198249 |
| 2015-07-01 | 458.835481194603 |
| 2015-08-01 | 461.432900770033 |
| 2015-09-01 | 463.124937770967 |
| 2015-10-01 | 470.984830423294 |
| 2015-11-01 | 475.389270601289 |
| 2015-12-01 | 488.486286266168 |
| 2016-01-01 | 473.334169425074 |
| 2016-02-01 | 470.382991088995 |
| 2016-03-01 | 464.822512769633 |
| 2016-04-01 | 466.265710503956 |
| 2016-05-01 | 463.390862488300 |
| 2016-06-01 | 465.333812909684 |
| 2016-07-01 | 461.336229068351 |
| 2016-08-01 | 461.269873069034 |
| 2016-09-01 | 469.669739813764 |
| 2016-10-01 | 460.994578647594 |
| 2016-11-01 | 455.377653131589 |
| 2016-12-01 | 459.591076955718 |
| 2017-01-01 | 463.317118502357 |
| 2017-02-01 | 466.129204020833 |
| 2017-03-01 | 471.920082763628 |
| 2017-04-01 | 452.876236568852 |
| 2017-05-01 | 465.422352694428 |
| 2017-06-01 | 467.280179064122 |
| 2017-07-01 | 470.542686593957 |
| 2017-08-01 | 468.010169604542 |
| 2017-09-01 | 469.029703445797 |
| 2017-10-01 | 465.218635268815 |
| 2017-11-01 | 466.941833757904 |
| 2017-12-01 | 471.483189891408 |
| 2018-01-01 | 473.915032914031 |
| 2018-02-01 | 475.401552016065 |
| 2018-03-01 | 481.795963052773 |
| 2018-04-01 | 486.017730770296 |
| 2018-05-01 | 489.495553727098 |
| 2018-06-01 | 489.537428221388 |
| 2018-07-01 | 489.022278182942 |
| 2018-08-01 | 490.487667787403 |
| 2018-09-01 | 492.118542800656 |
| 2018-10-01 | 486.761509846141 |
| 2018-11-01 | 489.651775933839 |
| 2018-12-01 | 495.861195060915 |
| 2019-01-01 | 480.258622953011 |
| 2019-02-01 | 474.408545468902 |
| 2019-03-01 | 477.854014780803 |
| 2019-04-01 | 476.081995072741 |
| 2019-05-01 | 474.947742799921 |
| 2019-06-01 | 483.518074849094 |
| 2019-07-01 | 474.675888705555 |
| 2019-08-01 | 476.918162958784 |
| 2019-09-01 | 473.888219462811 |
| 2019-10-01 | 473.927935693041 |
| 2019-11-01 | 476.384935941196 |
| 2019-12-01 | 478.338328509884 |
| 2020-01-01 | 483.595382088152 |
| 2020-02-01 | 480.062586071364 |
| 2020-03-01 | 466.305723952867 |
| 2020-04-01 | 374.627289728523 |
| 2020-05-01 | 383.510559381267 |
| 2020-06-01 | 394.497064757662 |
| 2020-07-01 | 409.641576425919 |
| 2020-08-01 | 418.976193078468 |
| 2020-09-01 | 424.118905990296 |
| 2020-10-01 | 437.190025067759 |
| 2020-11-01 | 444.391978461062 |
| 2020-12-01 | 450.962462985152 |
| 2021-01-01 | 461.560146156619 |
| 2021-02-01 | 474.421573236355 |
| 2021-03-01 | 482.010070989343 |
| 2021-04-01 | 483.879187574891 |
| 2021-05-01 | 487.661184163528 |
| 2021-06-01 | 481.355011762967 |
| 2021-07-01 | 484.682277426304 |
| 2021-08-01 | 480.051371772997 |
| 2021-09-01 | 482.508605729550 |
| 2021-10-01 | 503.931121687505 |
| 2021-11-01 | 510.654029575926 |
| 2021-12-01 | 514.252031590419 |
| 2022-01-01 | 522.242740672436 |
| 2022-02-01 | 527.395580723818 |
| 2022-03-01 | 526.402248419787 |
| 2022-04-01 | 532.138349573120 |
| 2022-05-01 | 526.769427933700 |
| 2022-06-01 | 524.166545865179 |
| 2022-07-01 | 519.893577850932 |
| 2022-08-01 | 513.813421515554 |
| 2022-09-01 | 510.158475621685 |
| 2022-10-01 | 505.577517707774 |
| 2022-11-01 | 494.228149429581 |
| 2022-12-01 | 488.637861575012 |
| 2023-01-01 | 477.295172601048 |
| 2023-02-01 | 466.915590820467 |
| 2023-03-01 | 459.762993240129 |
| 2023-04-01 | 459.705955986403 |
| 2023-05-01 | 455.183134885380 |
| 2023-06-01 | 450.975157138445 |
| 2023-07-01 | 444.990840173850 |
| 2023-08-01 | 441.109770277529 |
| 2023-09-01 | 441.315598868853 |
| 2023-10-01 | 433.164824165695 |
| 2023-11-01 | 431.523240908133 |
| 2023-12-01 | 428.994537911651 |
| 2024-01-01 | 430.768011349184 |
| 2024-02-01 | 428.110590632125 |
| 2024-03-01 | 429.082858908531 |
| 2024-04-01 | 424.165167079945 |
| 2024-05-01 | 423.459803233118 |
| 2024-06-01 | 423.491302834934 |
| 2024-07-01 | 417.007237809544 |
| 2024-08-01 | 422.323058665397 |
| 2024-09-01 | 420.653909571121 |
| 2024-10-01 | 419.468250518587 |
| 2024-11-01 | 419.445998681609 |
| 2024-12-01 | 419.754556461682 |
| 2025-01-01 | 415.884611521604 |
| 2025-02-01 | 416.494031371505 |
| 2025-03-01 | 420.486447514593 |
| 2025-04-01 | 417.422437480674 |
| 2025-05-01 | 417.892687484631 |
| 2025-06-01 | 414.027411691463 |
| 2025-07-01 | 405.132042209312 |
| 2025-08-01 | 412.478995326800 |
| 2025-09-01 | 411.969563116389 |
| 2025-10-01 | 409.593690954937 |
| 2025-11-01 | 406.352146358396 |
| 2025-12-01 | 410.209671950075 |
| 2026-01-01 | 413.868239004421 |
| 2026-02-01 | 411.573754284989 |
| 2026-03-01 | 408.850060961475 |
| 2026-04-01 | 410.937657785596 |
| 2026-05-01 | 410.158968180111 |