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 2024-12-01 |
| Last Updated | 2025-01-29 5:04 AM CST |
| 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 | 232.23771681296700 |
| 1990-02-01 | 233.12779577964298 |
| 1990-03-01 | 231.74497337815800 |
| 1990-04-01 | 223.49243596915298 |
| 1990-05-01 | 225.99589180631700 |
| 1990-06-01 | 225.66497084924802 |
| 1990-07-01 | 228.42843141989300 |
| 1990-08-01 | 227.18969508942600 |
| 1990-09-01 | 226.49462435912800 |
| 1990-10-01 | 218.11356976288000 |
| 1990-11-01 | 218.86417889457900 |
| 1990-12-01 | 217.91165377944200 |
| 1991-01-01 | 204.29189795287700 |
| 1991-02-01 | 198.22707977020300 |
| 1991-03-01 | 196.31336861281702 |
| 1991-04-01 | 199.67837114090200 |
| 1991-05-01 | 197.08890007838798 |
| 1991-06-01 | 196.86861765614398 |
| 1991-07-01 | 193.09468034670300 |
| 1991-08-01 | 192.55009147281400 |
| 1991-09-01 | 193.97994696534800 |
| 1991-10-01 | 196.04262641126800 |
| 1991-11-01 | 196.67447798828601 |
| 1991-12-01 | 195.19802741908600 |
| 1992-01-01 | 195.58916684612800 |
| 1992-02-01 | 194.31369673023700 |
| 1992-03-01 | 196.38301839491200 |
| 1992-04-01 | 198.30764859901600 |
| 1992-05-01 | 201.20195077748403 |
| 1992-06-01 | 202.99856771175300 |
| 1992-07-01 | 205.53847715402100 |
| 1992-08-01 | 208.13854198904000 |
| 1992-09-01 | 209.28339653916302 |
| 1992-10-01 | 210.59055542568100 |
| 1992-11-01 | 211.84308618441102 |
| 1992-12-01 | 211.73769772892400 |
| 1993-01-01 | 218.15397356766200 |
| 1993-02-01 | 219.85462302104000 |
| 1993-03-01 | 221.10233975391603 |
| 1993-04-01 | 222.37151269808400 |
| 1993-05-01 | 225.61278707403300 |
| 1993-06-01 | 225.96168067596100 |
| 1993-07-01 | 229.27486061342097 |
| 1993-08-01 | 229.97042138722300 |
| 1993-09-01 | 231.74068030638000 |
| 1993-10-01 | 232.70526829851102 |
| 1993-11-01 | 234.22572381591700 |
| 1993-12-01 | 236.49340618169600 |
| 1994-01-01 | 239.12541296270598 |
| 1994-02-01 | 244.68639312948798 |
| 1994-03-01 | 247.73090614347998 |
| 1994-04-01 | 250.77095074949900 |
| 1994-05-01 | 253.16108356470900 |
| 1994-06-01 | 253.38515277652098 |
| 1994-07-01 | 253.47969707455002 |
| 1994-08-01 | 253.68586597305900 |
| 1994-09-01 | 259.11118433592800 |
| 1994-10-01 | 266.86877796986300 |
| 1994-11-01 | 270.91968641523500 |
| 1994-12-01 | 272.48402005200200 |
| 1995-01-01 | 274.64497837503800 |
| 1995-02-01 | 278.61492395855300 |
| 1995-03-01 | 280.48005956403500 |
| 1995-04-01 | 282.53346960035900 |
| 1995-05-01 | 284.83212628312197 |
| 1995-06-01 | 289.58825131422300 |
| 1995-07-01 | 286.44096752478400 |
| 1995-08-01 | 289.85964420036300 |
| 1995-09-01 | 295.59549299237597 |
| 1995-10-01 | 296.52063307723700 |
| 1995-11-01 | 299.24627058865400 |
| 1995-12-01 | 307.38679843357000 |
| 1996-01-01 | 315.29853325006900 |
| 1996-02-01 | 313.65009919125300 |
| 1996-03-01 | 316.79675853376300 |
| 1996-04-01 | 320.12313817348400 |
| 1996-05-01 | 322.38191293826600 |
| 1996-06-01 | 329.65230907604400 |
| 1996-07-01 | 344.65781976937400 |
| 1996-08-01 | 343.27708677410400 |
| 1996-09-01 | 347.30821351124800 |
| 1996-10-01 | 347.97194307300200 |
| 1996-11-01 | 354.19504226549105 |
| 1996-12-01 | 351.45753791336300 |
| 1997-01-01 | 348.36878126994696 |
| 1997-02-01 | 350.89122210623003 |
| 1997-03-01 | 357.35039820714104 |
| 1997-04-01 | 362.70386348870700 |
| 1997-05-01 | 365.27299700565806 |
| 1997-06-01 | 370.76470807943400 |
| 1997-07-01 | 373.98032953616600 |
| 1997-08-01 | 380.01706459429800 |
| 1997-09-01 | 381.60468472951400 |
| 1997-10-01 | 385.07679156313900 |
| 1997-11-01 | 385.94279854780996 |
| 1997-12-01 | 402.49792621212800 |
| 1998-01-01 | 418.17798239481700 |
| 1998-02-01 | 419.86112191769800 |
| 1998-03-01 | 420.87138236022300 |
| 1998-04-01 | 423.65981262790700 |
| 1998-05-01 | 429.58903706835500 |
| 1998-06-01 | 427.86139980299004 |
| 1998-07-01 | 437.59590665943000 |
| 1998-08-01 | 444.18233595498700 |
| 1998-09-01 | 444.20193971567800 |
| 1998-10-01 | 442.43071640366600 |
| 1998-11-01 | 444.44543143801900 |
| 1998-12-01 | 443.62556235100700 |
| 1999-01-01 | 423.38283229988997 |
| 1999-02-01 | 424.42643211990304 |
| 1999-03-01 | 428.92617989557400 |
| 1999-04-01 | 433.67192384491403 |
| 1999-05-01 | 435.59243308788300 |
| 1999-06-01 | 438.82702795668500 |
| 1999-07-01 | 452.39947645178705 |
| 1999-08-01 | 450.47543624955300 |
| 1999-09-01 | 452.66887995335196 |
| 1999-10-01 | 466.73374350933600 |
| 1999-11-01 | 467.13603284754400 |
| 1999-12-01 | 470.84313635309800 |
| 2000-01-01 | 476.98699487461500 |
| 2000-02-01 | 478.55556039812500 |
| 2000-03-01 | 482.35640663660400 |
| 2000-04-01 | 497.26474422225306 |
| 2000-05-01 | 496.03752635638494 |
| 2000-06-01 | 501.73292057419195 |
| 2000-07-01 | 502.57945393851800 |
| 2000-08-01 | 499.70594303531897 |
| 2000-09-01 | 502.55652812397100 |
| 2000-10-01 | 499.57353691759100 |
| 2000-11-01 | 499.90451480253700 |
| 2000-12-01 | 498.06031231348600 |
| 2001-01-01 | 484.06114731179200 |
| 2001-02-01 | 475.70017983716200 |
| 2001-03-01 | 469.19351113043500 |
| 2001-04-01 | 456.69365530625300 |
| 2001-05-01 | 453.69318109090300 |
| 2001-06-01 | 448.85940507774800 |
| 2001-07-01 | 435.97656350585600 |
| 2001-08-01 | 430.94761005610803 |
| 2001-09-01 | 431.01371466367700 |
| 2001-10-01 | 418.05530104127800 |
| 2001-11-01 | 412.11501565371003 |
| 2001-12-01 | 408.53162354779400 |
| 2002-01-01 | 425.13267740371697 |
| 2002-02-01 | 423.11396192200000 |
| 2002-03-01 | 423.64003989747704 |
| 2002-04-01 | 418.82610338693803 |
| 2002-05-01 | 422.49958573323400 |
| 2002-06-01 | 422.39119132425500 |
| 2002-07-01 | 421.81978795403700 |
| 2002-08-01 | 423.81428750932196 |
| 2002-09-01 | 425.82653515491900 |
| 2002-10-01 | 429.85153698413905 |
| 2002-11-01 | 431.99544258611100 |
| 2002-12-01 | 429.16121220894200 |
| 2003-01-01 | 425.68948565889804 |
| 2003-02-01 | 423.17712095227000 |
| 2003-03-01 | 422.21223300322504 |
| 2003-04-01 | 423.73981929029800 |
| 2003-05-01 | 422.09926670290200 |
| 2003-06-01 | 420.46129968751404 |
| 2003-07-01 | 415.81733422965400 |
| 2003-08-01 | 415.44089613329900 |
| 2003-09-01 | 414.19466187264396 |
| 2003-10-01 | 413.51869591942400 |
| 2003-11-01 | 412.48921414388000 |
| 2003-12-01 | 409.60754228739800 |
| 2004-01-01 | 418.10480425390296 |
| 2004-02-01 | 418.93826468309700 |
| 2004-03-01 | 422.28295906932800 |
| 2004-04-01 | 421.37777299129400 |
| 2004-05-01 | 422.91388293923500 |
| 2004-06-01 | 422.91830935594203 |
| 2004-07-01 | 426.23142241255096 |
| 2004-08-01 | 424.80767243814904 |
| 2004-09-01 | 418.54100935813700 |
| 2004-10-01 | 422.95963165508203 |
| 2004-11-01 | 425.61783733111100 |
| 2004-12-01 | 425.25145249097295 |
| 2005-01-01 | 425.30342420166200 |
| 2005-02-01 | 428.05097512573303 |
| 2005-03-01 | 427.95000983610300 |
| 2005-04-01 | 428.33485554834200 |
| 2005-05-01 | 423.83083224716400 |
| 2005-06-01 | 423.35756629747800 |
| 2005-07-01 | 429.71625609326200 |
| 2005-08-01 | 431.88609786163397 |
| 2005-09-01 | 433.70840108054000 |
| 2005-10-01 | 427.96008456439200 |
| 2005-11-01 | 429.34688024462700 |
| 2005-12-01 | 431.09861305296700 |
| 2006-01-01 | 439.97572167426500 |
| 2006-02-01 | 438.17062000190200 |
| 2006-03-01 | 438.55394109551200 |
| 2006-04-01 | 444.64476351133300 |
| 2006-05-01 | 448.67466807162400 |
| 2006-06-01 | 452.02093262571700 |
| 2006-07-01 | 451.13996378119300 |
| 2006-08-01 | 451.50454319967000 |
| 2006-09-01 | 452.01228281547094 |
| 2006-10-01 | 453.35281799430600 |
| 2006-11-01 | 451.49068988984000 |
| 2006-12-01 | 449.06758567310700 |
| 2007-01-01 | 446.88744998448700 |
| 2007-02-01 | 445.66158693895204 |
| 2007-03-01 | 447.18018551623000 |
| 2007-04-01 | 440.30330762727897 |
| 2007-05-01 | 439.22570244495796 |
| 2007-06-01 | 436.34789778523300 |
| 2007-07-01 | 432.44391349683600 |
| 2007-08-01 | 425.88455157308505 |
| 2007-09-01 | 426.71407912539803 |
| 2007-10-01 | 423.27141506719000 |
| 2007-11-01 | 422.23136310971900 |
| 2007-12-01 | 421.21436071316900 |
| 2008-01-01 | 414.56060913584196 |
| 2008-02-01 | 412.96123577229200 |
| 2008-03-01 | 408.71848095581100 |
| 2008-04-01 | 406.22497774941104 |
| 2008-05-01 | 399.37186166046500 |
| 2008-06-01 | 397.02390324899300 |
| 2008-07-01 | 389.11200704323600 |
| 2008-08-01 | 385.15744937446800 |
| 2008-09-01 | 380.84908843109000 |
| 2008-10-01 | 364.71843484141600 |
| 2008-11-01 | 354.25576525887703 |
| 2008-12-01 | 345.74085714420700 |
| 2009-01-01 | 337.43887511534200 |
| 2009-02-01 | 325.99850345915600 |
| 2009-03-01 | 318.54748759562500 |
| 2009-04-01 | 313.13208834928400 |
| 2009-05-01 | 313.08123208219400 |
| 2009-06-01 | 310.41896562567000 |
| 2009-07-01 | 311.70284449072700 |
| 2009-08-01 | 314.05982665498800 |
| 2009-09-01 | 313.61519829761300 |
| 2009-10-01 | 319.51939118277200 |
| 2009-11-01 | 322.26751587456100 |
| 2009-12-01 | 326.93190403488603 |
| 2010-01-01 | 315.60968890110400 |
| 2010-02-01 | 321.05931057883200 |
| 2010-03-01 | 321.52081032712800 |
| 2010-04-01 | 323.64745520846697 |
| 2010-05-01 | 326.71630105703900 |
| 2010-06-01 | 331.50305073739600 |
| 2010-07-01 | 334.05446009471400 |
| 2010-08-01 | 336.39085819060700 |
| 2010-09-01 | 335.28735143704000 |
| 2010-10-01 | 345.24273509614900 |
| 2010-11-01 | 343.08561665501300 |
| 2010-12-01 | 345.36706389036400 |
| 2011-01-01 | 335.89286190911600 |
| 2011-02-01 | 342.30358754108000 |
| 2011-03-01 | 342.78255505014500 |
| 2011-04-01 | 344.83690045248400 |
| 2011-05-01 | 344.20313215904900 |
| 2011-06-01 | 343.69910862126700 |
| 2011-07-01 | 345.78379289637803 |
| 2011-08-01 | 343.10097965257000 |
| 2011-09-01 | 349.30536506927600 |
| 2011-10-01 | 346.42337614336700 |
| 2011-11-01 | 345.88425058758000 |
| 2011-12-01 | 351.40452900871600 |
| 2012-01-01 | 359.09480991590897 |
| 2012-02-01 | 367.88910243916100 |
| 2012-03-01 | 372.54765947230900 |
| 2012-04-01 | 372.49714339810896 |
| 2012-05-01 | 374.99907794100500 |
| 2012-06-01 | 383.16664786049597 |
| 2012-07-01 | 374.12593019446500 |
| 2012-08-01 | 374.70736071458000 |
| 2012-09-01 | 376.25210059738504 |
| 2012-10-01 | 380.85303695009200 |
| 2012-11-01 | 383.97794035350900 |
| 2012-12-01 | 386.06813653422597 |
| 2013-01-01 | 392.13670195467300 |
| 2013-02-01 | 396.73493346946800 |
| 2013-03-01 | 396.53794117088900 |
| 2013-04-01 | 402.19361026446100 |
| 2013-05-01 | 404.57799265016500 |
| 2013-06-01 | 405.51167578342000 |
| 2013-07-01 | 407.77447299161400 |
| 2013-08-01 | 413.31425178550000 |
| 2013-09-01 | 414.05089730700996 |
| 2013-10-01 | 408.27200864278100 |
| 2013-11-01 | 410.98957387112900 |
| 2013-12-01 | 411.80816217950400 |
| 2014-01-01 | 414.97589119119300 |
| 2014-02-01 | 413.71839778423500 |
| 2014-03-01 | 420.36624207427695 |
| 2014-04-01 | 429.57566838261200 |
| 2014-05-01 | 433.98133547531300 |
| 2014-06-01 | 433.84713321527903 |
| 2014-07-01 | 437.25282145577300 |
| 2014-08-01 | 441.11372865527400 |
| 2014-09-01 | 445.66081439276700 |
| 2014-10-01 | 453.28946220264504 |
| 2014-11-01 | 457.10504261081400 |
| 2014-12-01 | 464.21623057161696 |
| 2015-01-01 | 448.35801402969700 |
| 2015-02-01 | 440.75631979420500 |
| 2015-03-01 | 452.90167853375900 |
| 2015-04-01 | 445.52086322138800 |
| 2015-05-01 | 447.96973110128600 |
| 2015-06-01 | 452.99996060180604 |
| 2015-07-01 | 458.82493618437104 |
| 2015-08-01 | 461.43005165897400 |
| 2015-09-01 | 463.13239971480900 |
| 2015-10-01 | 470.98684837188400 |
| 2015-11-01 | 475.38725157711303 |
| 2015-12-01 | 488.47522804492900 |
| 2016-01-01 | 473.33561658597900 |
| 2016-02-01 | 470.34046211764200 |
| 2016-03-01 | 464.90646437031800 |
| 2016-04-01 | 466.28134310481795 |
| 2016-05-01 | 463.38861126508795 |
| 2016-06-01 | 465.23798870326500 |
| 2016-07-01 | 461.34961632833200 |
| 2016-08-01 | 461.28804142925300 |
| 2016-09-01 | 469.69310784259200 |
| 2016-10-01 | 461.00889837416900 |
| 2016-11-01 | 455.38576060802000 |
| 2016-12-01 | 459.58178324485800 |
| 2017-01-01 | 463.31911380163600 |
| 2017-02-01 | 466.05035821502500 |
| 2017-03-01 | 472.00188167806505 |
| 2017-04-01 | 452.87056733363400 |
| 2017-05-01 | 465.44428865955905 |
| 2017-06-01 | 467.10915483030897 |
| 2017-07-01 | 470.59236634395400 |
| 2017-08-01 | 468.06851016853994 |
| 2017-09-01 | 469.08780100328500 |
| 2017-10-01 | 465.25547997629800 |
| 2017-11-01 | 466.96203022738100 |
| 2017-12-01 | 471.47261683359903 |
| 2018-01-01 | 473.90860598190500 |
| 2018-02-01 | 475.25929475485800 |
| 2018-03-01 | 481.83791971169100 |
| 2018-04-01 | 485.95903280909100 |
| 2018-05-01 | 489.52266432555400 |
| 2018-06-01 | 489.26273579563000 |
| 2018-07-01 | 489.09599913397005 |
| 2018-08-01 | 490.79861220990900 |
| 2018-09-01 | 492.25956889839900 |
| 2018-10-01 | 486.81739278010900 |
| 2018-11-01 | 489.66924612520100 |
| 2018-12-01 | 495.81104628731600 |
| 2019-01-01 | 480.17138293944900 |
| 2019-02-01 | 474.17549665656000 |
| 2019-03-01 | 477.77358064244100 |
| 2019-04-01 | 475.94908967661500 |
| 2019-05-01 | 474.93379784283303 |
| 2019-06-01 | 483.24878943287200 |
| 2019-07-01 | 474.81194039427100 |
| 2019-08-01 | 477.55543764126800 |
| 2019-09-01 | 474.20159942241200 |
| 2019-10-01 | 474.05316353817100 |
| 2019-11-01 | 476.36978280717005 |
| 2019-12-01 | 478.16676728419800 |
| 2020-01-01 | 483.33579145210800 |
| 2020-02-01 | 479.63494640417700 |
| 2020-03-01 | 465.99649238078400 |
| 2020-04-01 | 374.49817048703100 |
| 2020-05-01 | 383.52183340155000 |
| 2020-06-01 | 394.23735831714800 |
| 2020-07-01 | 409.74255985021300 |
| 2020-08-01 | 420.12583239399700 |
| 2020-09-01 | 424.88064115396200 |
| 2020-10-01 | 437.18921673663004 |
| 2020-11-01 | 444.28235992047400 |
| 2020-12-01 | 450.57100131285900 |
| 2021-01-01 | 460.99101795406200 |
| 2021-02-01 | 473.61089328794800 |
| 2021-03-01 | 481.45476199433600 |
| 2021-04-01 | 483.84762666905095 |
| 2021-05-01 | 487.81870554126200 |
| 2021-06-01 | 481.16591061055100 |
| 2021-07-01 | 484.68911759066100 |
| 2021-08-01 | 481.96798640092700 |
| 2021-09-01 | 484.10977904541300 |
| 2021-10-01 | 503.70234292845197 |
| 2021-11-01 | 510.53047886513497 |
| 2021-12-01 | 513.38469242355400 |
| 2022-01-01 | 521.02728121885700 |
| 2022-02-01 | 525.82697458520800 |
| 2022-03-01 | 525.64966512832700 |
| 2022-04-01 | 532.49349552974400 |
| 2022-05-01 | 527.51081468952100 |
| 2022-06-01 | 524.04850413683990 |
| 2022-07-01 | 519.44235968953900 |
| 2022-08-01 | 516.52872140045100 |
| 2022-09-01 | 512.88493311226400 |
| 2022-10-01 | 504.93695330565400 |
| 2022-11-01 | 493.94962149024695 |
| 2022-12-01 | 487.32288036626600 |
| 2023-01-01 | 475.76089803033300 |
| 2023-02-01 | 464.86610060308000 |
| 2023-03-01 | 459.01598456748803 |
| 2023-04-01 | 458.57723848340000 |
| 2023-05-01 | 452.99237921370104 |
| 2023-06-01 | 447.93372814211500 |
| 2023-07-01 | 434.73701716536400 |
| 2023-08-01 | 432.31011807947505 |
| 2023-09-01 | 433.74058491476796 |
| 2023-10-01 | 431.57836260497396 |
| 2023-11-01 | 431.14797456128600 |
| 2023-12-01 | 426.75581892267500 |
| 2024-01-01 | 433.03153894724505 |
| 2024-02-01 | 431.43720951261300 |
| 2024-03-01 | 433.34923686532900 |
| 2024-04-01 | 425.33294819127195 |
| 2024-05-01 | 425.25033331046404 |
| 2024-06-01 | 423.95316751342904 |
| 2024-07-01 | 422.62863525156405 |
| 2024-08-01 | 424.09245147940900 |
| 2024-09-01 | 420.16369752941100 |
| 2024-10-01 | 408.57116953547600 |
| 2024-11-01 | 412.78616142000600 |
| 2024-12-01 | 414.54149012163003 |
