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 2026-07-01 |
| Last Updated | 2026-08-21 7:23 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 | 232.226942322652 |
| 1990-02-01 | 233.122332025833 |
| 1990-03-01 | 231.739347516616 |
| 1990-04-01 | 223.487947879128 |
| 1990-05-01 | 225.992645113504 |
| 1990-06-01 | 225.663738425508 |
| 1990-07-01 | 228.429473134326 |
| 1990-08-01 | 227.192585629162 |
| 1990-09-01 | 226.495962802764 |
| 1990-10-01 | 218.116394356212 |
| 1990-11-01 | 218.871214123311 |
| 1990-12-01 | 217.923146242985 |
| 1991-01-01 | 204.283296625345 |
| 1991-02-01 | 198.222731341708 |
| 1991-03-01 | 196.308931350323 |
| 1991-04-01 | 199.674636778275 |
| 1991-05-01 | 197.086274849466 |
| 1991-06-01 | 196.867648309210 |
| 1991-07-01 | 193.095484725130 |
| 1991-08-01 | 192.552224474084 |
| 1991-09-01 | 193.980919320297 |
| 1991-10-01 | 196.044811412852 |
| 1991-11-01 | 196.679974650292 |
| 1991-12-01 | 195.206979751839 |
| 1992-01-01 | 195.581661257288 |
| 1992-02-01 | 194.310734607417 |
| 1992-03-01 | 196.379473780295 |
| 1992-04-01 | 198.304327897078 |
| 1992-05-01 | 201.199704823941 |
| 1992-06-01 | 202.997870977203 |
| 1992-07-01 | 205.539199663882 |
| 1992-08-01 | 208.140191119101 |
| 1992-09-01 | 209.284555256297 |
| 1992-10-01 | 210.592611457304 |
| 1992-11-01 | 211.847201599785 |
| 1992-12-01 | 211.744282874191 |
| 1993-01-01 | 218.147966307292 |
| 1993-02-01 | 219.852525534542 |
| 1993-03-01 | 221.099557591808 |
| 1993-04-01 | 222.368816246426 |
| 1993-05-01 | 225.610798430262 |
| 1993-06-01 | 225.961113557334 |
| 1993-07-01 | 229.275483265496 |
| 1993-08-01 | 229.971569810445 |
| 1993-09-01 | 231.741956479888 |
| 1993-10-01 | 232.707061611964 |
| 1993-11-01 | 234.229283371803 |
| 1993-12-01 | 236.497537465675 |
| 1994-01-01 | 239.120446865604 |
| 1994-02-01 | 244.685060959351 |
| 1994-03-01 | 247.728930324453 |
| 1994-04-01 | 250.768922993104 |
| 1994-05-01 | 253.159315618701 |
| 1994-06-01 | 253.384655960035 |
| 1994-07-01 | 253.480211168363 |
| 1994-08-01 | 253.686675606198 |
| 1994-09-01 | 259.112831447866 |
| 1994-10-01 | 266.870898909557 |
| 1994-11-01 | 270.923920586519 |
| 1994-12-01 | 272.486274521342 |
| 1995-01-01 | 274.638904222263 |
| 1995-02-01 | 278.613621332425 |
| 1995-03-01 | 280.478437402117 |
| 1995-04-01 | 282.532109602613 |
| 1995-05-01 | 284.830309167501 |
| 1995-06-01 | 289.587469976758 |
| 1995-07-01 | 286.441396296707 |
| 1995-08-01 | 289.860521835521 |
| 1995-09-01 | 295.597492263682 |
| 1995-10-01 | 296.523414216836 |
| 1995-11-01 | 299.253592410317 |
| 1995-12-01 | 307.391601706549 |
| 1996-01-01 | 315.285351805087 |
| 1996-02-01 | 313.647692286666 |
| 1996-03-01 | 316.794703586274 |
| 1996-04-01 | 320.121517067231 |
| 1996-05-01 | 322.379814453915 |
| 1996-06-01 | 329.651489343434 |
| 1996-07-01 | 344.658481087349 |
| 1996-08-01 | 343.278746582124 |
| 1996-09-01 | 347.311060127427 |
| 1996-10-01 | 347.976098992812 |
| 1996-11-01 | 354.206786730760 |
| 1996-12-01 | 351.466659731676 |
| 1997-01-01 | 348.347558230949 |
| 1997-02-01 | 350.886871904071 |
| 1997-03-01 | 357.346869443353 |
| 1997-04-01 | 362.702193646842 |
| 1997-05-01 | 365.270266469225 |
| 1997-06-01 | 370.763899095134 |
| 1997-07-01 | 373.981255016953 |
| 1997-08-01 | 380.019512792558 |
| 1997-09-01 | 381.608133309160 |
| 1997-10-01 | 385.081612883180 |
| 1997-11-01 | 385.957458108531 |
| 1997-12-01 | 402.513825690591 |
| 1998-01-01 | 418.148672557722 |
| 1998-02-01 | 419.852532095581 |
| 1998-03-01 | 420.865227976719 |
| 1998-04-01 | 423.658002549751 |
| 1998-05-01 | 429.585878619287 |
| 1998-06-01 | 427.860775242677 |
| 1998-07-01 | 437.597211461797 |
| 1998-08-01 | 444.185798927579 |
| 1998-09-01 | 444.205944136813 |
| 1998-10-01 | 442.435433900332 |
| 1998-11-01 | 444.461511911190 |
| 1998-12-01 | 443.646848273301 |
| 1999-01-01 | 423.353365372369 |
| 1999-02-01 | 424.416818014902 |
| 1999-03-01 | 428.918941570164 |
| 1999-04-01 | 433.670590286458 |
| 1999-05-01 | 435.589390000410 |
| 1999-06-01 | 438.826529420871 |
| 1999-07-01 | 452.400630279375 |
| 1999-08-01 | 450.478394613960 |
| 1999-09-01 | 452.672297021984 |
| 1999-10-01 | 466.737089655083 |
| 1999-11-01 | 467.149849730738 |
| 1999-12-01 | 470.867991212013 |
| 2000-01-01 | 476.959105140341 |
| 2000-02-01 | 478.544215008663 |
| 2000-03-01 | 482.348333254682 |
| 2000-04-01 | 497.263510289678 |
| 2000-05-01 | 496.034741336250 |
| 2000-06-01 | 501.732629729985 |
| 2000-07-01 | 502.580439974715 |
| 2000-08-01 | 499.708510709749 |
| 2000-09-01 | 502.559195164176 |
| 2000-10-01 | 499.574817578872 |
| 2000-11-01 | 499.914485436830 |
| 2000-12-01 | 498.083492357101 |
| 2001-01-01 | 484.042102065212 |
| 2001-02-01 | 475.691197659064 |
| 2001-03-01 | 469.186917773727 |
| 2001-04-01 | 456.693222075418 |
| 2001-05-01 | 453.690917662484 |
| 2001-06-01 | 448.859058153113 |
| 2001-07-01 | 435.976978666510 |
| 2001-08-01 | 430.948710497876 |
| 2001-09-01 | 431.014945570307 |
| 2001-10-01 | 418.054962912405 |
| 2001-11-01 | 412.119512981997 |
| 2001-12-01 | 408.546405882115 |
| 2002-01-01 | 425.124341232102 |
| 2002-02-01 | 423.108256155857 |
| 2002-03-01 | 423.635731426818 |
| 2002-04-01 | 418.825649854793 |
| 2002-05-01 | 422.497999173359 |
| 2002-06-01 | 422.390732148284 |
| 2002-07-01 | 421.819846271599 |
| 2002-08-01 | 423.814564232747 |
| 2002-09-01 | 425.827158538635 |
| 2002-10-01 | 429.850539923037 |
| 2002-11-01 | 431.997574427301 |
| 2002-12-01 | 429.171334071065 |
| 2003-01-01 | 425.686056178133 |
| 2003-02-01 | 423.174619091780 |
| 2003-03-01 | 422.209840995766 |
| 2003-04-01 | 423.739177247037 |
| 2003-05-01 | 422.098095716904 |
| 2003-06-01 | 420.460640574525 |
| 2003-07-01 | 415.817081734677 |
| 2003-08-01 | 415.440518667020 |
| 2003-09-01 | 414.194944042953 |
| 2003-10-01 | 413.518098745770 |
| 2003-11-01 | 412.490072467001 |
| 2003-12-01 | 409.613979439814 |
| 2004-01-01 | 418.103059973375 |
| 2004-02-01 | 418.937226942004 |
| 2004-03-01 | 422.281895192004 |
| 2004-04-01 | 421.376876052269 |
| 2004-05-01 | 422.913197805299 |
| 2004-06-01 | 422.917759203785 |
| 2004-07-01 | 426.231192123574 |
| 2004-08-01 | 424.807352867443 |
| 2004-09-01 | 418.541152434832 |
| 2004-10-01 | 422.959285911142 |
| 2004-11-01 | 425.618346100142 |
| 2004-12-01 | 425.254982538147 |
| 2005-01-01 | 425.302824617328 |
| 2005-02-01 | 428.050534967882 |
| 2005-03-01 | 427.949448840389 |
| 2005-04-01 | 428.334299235936 |
| 2005-05-01 | 423.830387208682 |
| 2005-06-01 | 423.357140700059 |
| 2005-07-01 | 429.716110620710 |
| 2005-08-01 | 431.885964032853 |
| 2005-09-01 | 433.708438764177 |
| 2005-10-01 | 427.960072831360 |
| 2005-11-01 | 429.346939713866 |
| 2005-12-01 | 431.100442617447 |
| 2006-01-01 | 439.975767310340 |
| 2006-02-01 | 438.170328041212 |
| 2006-03-01 | 438.553564059168 |
| 2006-04-01 | 444.644427954325 |
| 2006-05-01 | 448.674429124929 |
| 2006-06-01 | 452.020617156090 |
| 2006-07-01 | 451.139901644961 |
| 2006-08-01 | 451.504493566055 |
| 2006-09-01 | 452.012313833211 |
| 2006-10-01 | 453.352772902292 |
| 2006-11-01 | 451.490729616793 |
| 2006-12-01 | 449.068532575683 |
| 2007-01-01 | 446.887591474426 |
| 2007-02-01 | 445.661432131449 |
| 2007-03-01 | 447.179992543743 |
| 2007-04-01 | 440.303136466640 |
| 2007-05-01 | 439.225568083125 |
| 2007-06-01 | 436.347711865986 |
| 2007-07-01 | 432.443888971725 |
| 2007-08-01 | 425.884518083018 |
| 2007-09-01 | 426.713884791777 |
| 2007-10-01 | 423.271613553589 |
| 2007-11-01 | 422.231526769896 |
| 2007-12-01 | 421.214510208949 |
| 2008-01-01 | 414.560896607143 |
| 2008-02-01 | 412.961189651326 |
| 2008-03-01 | 408.718352125121 |
| 2008-04-01 | 406.224855157726 |
| 2008-05-01 | 399.371791133713 |
| 2008-06-01 | 397.023808538697 |
| 2008-07-01 | 389.111981100534 |
| 2008-08-01 | 385.157427802527 |
| 2008-09-01 | 380.848739576440 |
| 2008-10-01 | 364.718763596289 |
| 2008-11-01 | 354.255912458577 |
| 2008-12-01 | 345.740944389558 |
| 2009-01-01 | 337.439114586942 |
| 2009-02-01 | 325.998509023524 |
| 2009-03-01 | 318.547174180959 |
| 2009-04-01 | 313.132060927806 |
| 2009-05-01 | 313.081200433887 |
| 2009-06-01 | 310.418904572241 |
| 2009-07-01 | 311.702804344589 |
| 2009-08-01 | 314.059804227031 |
| 2009-09-01 | 313.614780396508 |
| 2009-10-01 | 319.519874773275 |
| 2009-11-01 | 322.267762217749 |
| 2009-12-01 | 326.932064162848 |
| 2010-01-01 | 315.609937328531 |
| 2010-02-01 | 321.059299928274 |
| 2010-03-01 | 321.520155493146 |
| 2010-04-01 | 323.647390661752 |
| 2010-05-01 | 326.716260300504 |
| 2010-06-01 | 331.502956999093 |
| 2010-07-01 | 334.054384015822 |
| 2010-08-01 | 336.390788108112 |
| 2010-09-01 | 335.286951126577 |
| 2010-10-01 | 345.243407018865 |
| 2010-11-01 | 343.086204048279 |
| 2010-12-01 | 345.367509506740 |
| 2011-01-01 | 335.893204814766 |
| 2011-02-01 | 342.303422472751 |
| 2011-03-01 | 342.781286164423 |
| 2011-04-01 | 344.836615999708 |
| 2011-05-01 | 344.202982211837 |
| 2011-06-01 | 343.698894067445 |
| 2011-07-01 | 345.783561172291 |
| 2011-08-01 | 343.100738437991 |
| 2011-09-01 | 349.305053501913 |
| 2011-10-01 | 346.424433641926 |
| 2011-11-01 | 345.885730801602 |
| 2011-12-01 | 351.406300169843 |
| 2012-01-01 | 359.095577839535 |
| 2012-02-01 | 367.888923146612 |
| 2012-03-01 | 372.542263690233 |
| 2012-04-01 | 372.496700120716 |
| 2012-05-01 | 374.998901771968 |
| 2012-06-01 | 383.166432520228 |
| 2012-07-01 | 374.125679216106 |
| 2012-08-01 | 374.707195248343 |
| 2012-09-01 | 376.252304840280 |
| 2012-10-01 | 380.854740778180 |
| 2012-11-01 | 383.981146622396 |
| 2012-12-01 | 386.073254925247 |
| 2013-01-01 | 392.137731512644 |
| 2013-02-01 | 396.733601936713 |
| 2013-03-01 | 396.526370308707 |
| 2013-04-01 | 402.191706182811 |
| 2013-05-01 | 404.577356598711 |
| 2013-06-01 | 405.512062626010 |
| 2013-07-01 | 407.775163955054 |
| 2013-08-01 | 413.314706231775 |
| 2013-09-01 | 414.051210644897 |
| 2013-10-01 | 408.275686268507 |
| 2013-11-01 | 410.994849692311 |
| 2013-12-01 | 411.817205414133 |
| 2014-01-01 | 414.979537389218 |
| 2014-02-01 | 413.720614831908 |
| 2014-03-01 | 420.331216074711 |
| 2014-04-01 | 429.572092403847 |
| 2014-05-01 | 433.985902958880 |
| 2014-06-01 | 433.851951285897 |
| 2014-07-01 | 437.256699643448 |
| 2014-08-01 | 441.115870036421 |
| 2014-09-01 | 445.660102568828 |
| 2014-10-01 | 453.292880330595 |
| 2014-11-01 | 457.111079662416 |
| 2014-12-01 | 464.229269028966 |
| 2015-01-01 | 448.365032476340 |
| 2015-02-01 | 440.761527638384 |
| 2015-03-01 | 452.842355326910 |
| 2015-04-01 | 445.515123918917 |
| 2015-05-01 | 447.981934336261 |
| 2015-06-01 | 453.013285886089 |
| 2015-07-01 | 458.835513663912 |
| 2015-08-01 | 461.433028983492 |
| 2015-09-01 | 463.125454852508 |
| 2015-10-01 | 470.985524396109 |
| 2015-11-01 | 475.390222135245 |
| 2015-12-01 | 488.487186238815 |
| 2016-01-01 | 473.334663181455 |
| 2016-02-01 | 470.382048056343 |
| 2016-03-01 | 464.819764879630 |
| 2016-04-01 | 466.264358745666 |
| 2016-05-01 | 463.390021870643 |
| 2016-06-01 | 465.334237197492 |
| 2016-07-01 | 461.336387836805 |
| 2016-08-01 | 461.270525888139 |
| 2016-09-01 | 469.671004937832 |
| 2016-10-01 | 460.996159225861 |
| 2016-11-01 | 455.379539298894 |
| 2016-12-01 | 459.592760630047 |
| 2017-01-01 | 463.318487719539 |
| 2017-02-01 | 466.126827283833 |
| 2017-03-01 | 471.915713178788 |
| 2017-04-01 | 452.870409718329 |
| 2017-05-01 | 465.421337519354 |
| 2017-06-01 | 467.281357270645 |
| 2017-07-01 | 470.543510451653 |
| 2017-08-01 | 468.012252418445 |
| 2017-09-01 | 469.032720641742 |
| 2017-10-01 | 465.221708293324 |
| 2017-11-01 | 466.944854620454 |
| 2017-12-01 | 471.485757731060 |
| 2018-01-01 | 473.917464222617 |
| 2018-02-01 | 475.397541684340 |
| 2018-03-01 | 481.788887127535 |
| 2018-04-01 | 486.005203617865 |
| 2018-05-01 | 489.492689310006 |
| 2018-06-01 | 489.537434314173 |
| 2018-07-01 | 489.021422916668 |
| 2018-08-01 | 490.495820076985 |
| 2018-09-01 | 492.132084967771 |
| 2018-10-01 | 486.765837127017 |
| 2018-11-01 | 489.656288794544 |
| 2018-12-01 | 495.864444604982 |
| 2019-01-01 | 480.259723139490 |
| 2019-02-01 | 474.399676831702 |
| 2019-03-01 | 477.839261665199 |
| 2019-04-01 | 476.058577777800 |
| 2019-05-01 | 474.941400584624 |
| 2019-06-01 | 483.519436577377 |
| 2019-07-01 | 474.681009312413 |
| 2019-08-01 | 476.940645888482 |
| 2019-09-01 | 473.917716795819 |
| 2019-10-01 | 473.935299615293 |
| 2019-11-01 | 476.388466516088 |
| 2019-12-01 | 478.336727769012 |
| 2020-01-01 | 483.586800742364 |
| 2020-02-01 | 480.041375641794 |
| 2020-03-01 | 466.273273033740 |
| 2020-04-01 | 374.595071626815 |
| 2020-05-01 | 383.502924789446 |
| 2020-06-01 | 394.507369348480 |
| 2020-07-01 | 409.659843823583 |
| 2020-08-01 | 419.010846493305 |
| 2020-09-01 | 424.204491933840 |
| 2020-10-01 | 437.190070113192 |
| 2020-11-01 | 444.388633652633 |
| 2020-12-01 | 450.957260188364 |
| 2021-01-01 | 461.531651027172 |
| 2021-02-01 | 474.362185771982 |
| 2021-03-01 | 481.934687316039 |
| 2021-04-01 | 483.795080652946 |
| 2021-05-01 | 487.611310430413 |
| 2021-06-01 | 481.333090169325 |
| 2021-07-01 | 484.929525982803 |
| 2021-08-01 | 480.084968457368 |
| 2021-09-01 | 482.668145300718 |
| 2021-10-01 | 503.942292402682 |
| 2021-11-01 | 510.657664332121 |
| 2021-12-01 | 514.239332595499 |
| 2022-01-01 | 522.132224847704 |
| 2022-02-01 | 527.256380485328 |
| 2022-03-01 | 526.235967977992 |
| 2022-04-01 | 531.931891930000 |
| 2022-05-01 | 526.664518479149 |
| 2022-06-01 | 524.087888406832 |
| 2022-07-01 | 520.522838905352 |
| 2022-08-01 | 513.880253461503 |
| 2022-09-01 | 510.440654257795 |
| 2022-10-01 | 505.642689280647 |
| 2022-11-01 | 494.226554203889 |
| 2022-12-01 | 488.620423624752 |
| 2023-01-01 | 477.108715974351 |
| 2023-02-01 | 466.689851622695 |
| 2023-03-01 | 459.480415894819 |
| 2023-04-01 | 459.307386834947 |
| 2023-05-01 | 455.006947250570 |
| 2023-06-01 | 450.868257757351 |
| 2023-07-01 | 445.980652786464 |
| 2023-08-01 | 441.283616081249 |
| 2023-09-01 | 441.666318659158 |
| 2023-10-01 | 433.309747708075 |
| 2023-11-01 | 431.521053940949 |
| 2023-12-01 | 428.943172388540 |
| 2024-01-01 | 430.481140196872 |
| 2024-02-01 | 427.770675659189 |
| 2024-03-01 | 428.639972707912 |
| 2024-04-01 | 423.563792319993 |
| 2024-05-01 | 423.300962662359 |
| 2024-06-01 | 423.366908605526 |
| 2024-07-01 | 418.282546993668 |
| 2024-08-01 | 422.643932210488 |
| 2024-09-01 | 421.120307413903 |
| 2024-10-01 | 419.695358921635 |
| 2024-11-01 | 419.430644914967 |
| 2024-12-01 | 419.668686213586 |
| 2025-01-01 | 415.515045579374 |
| 2025-02-01 | 416.029789982237 |
| 2025-03-01 | 419.872660474334 |
| 2025-04-01 | 416.602445219079 |
| 2025-05-01 | 417.741799014991 |
| 2025-06-01 | 413.863396920067 |
| 2025-07-01 | 406.731880301939 |
| 2025-08-01 | 412.932898618065 |
| 2025-09-01 | 412.505804191848 |
| 2025-10-01 | 409.889866256862 |
| 2025-11-01 | 406.338872473289 |
| 2025-12-01 | 410.082617003383 |
| 2026-01-01 | 413.401717490682 |
| 2026-02-01 | 411.007103182033 |
| 2026-03-01 | 408.119691679728 |
| 2026-04-01 | 409.985760181599 |
| 2026-05-01 | 407.172052037641 |
| 2026-06-01 | 406.536987765160 |
| 2026-07-01 | 404.991567569786 |