Table Data - All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Bakersfield, CA (MSA)
| Title | All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Bakersfield, CA (MSA) |
|---|---|
| Series ID | SMU06125406054000001SA |
| 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 2024-09-01 |
| Last Updated | 2024-10-23 6:36 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 | 6.3016286263077810 |
| 1990-02-01 | 6.3307234025620800 |
| 1990-03-01 | 6.2975800349221400 |
| 1990-04-01 | 6.8309132964358900 |
| 1990-05-01 | 6.9302136857087300 |
| 1990-06-01 | 7.0668640445216500 |
| 1990-07-01 | 7.1303677167448700 |
| 1990-08-01 | 7.1875020604244400 |
| 1990-09-01 | 7.1658233971889010 |
| 1990-10-01 | 7.4756299943728310 |
| 1990-11-01 | 7.3966652752764200 |
| 1990-12-01 | 7.6468349087112590 |
| 1991-01-01 | 7.7825836925021900 |
| 1991-02-01 | 7.8073895094216800 |
| 1991-03-01 | 7.8767504887848405 |
| 1991-04-01 | 8.1312403085199000 |
| 1991-05-01 | 8.1283434630102410 |
| 1991-06-01 | 8.1637037122671910 |
| 1991-07-01 | 8.2287560108030300 |
| 1991-08-01 | 8.2764369377452100 |
| 1991-09-01 | 8.1422031955979600 |
| 1991-10-01 | 8.2894363048761300 |
| 1991-11-01 | 8.4194328437826600 |
| 1991-12-01 | 8.3368564844467800 |
| 1992-01-01 | 8.4972791026376290 |
| 1992-02-01 | 8.6289746458046910 |
| 1992-03-01 | 8.6731528239180000 |
| 1992-04-01 | 8.5497592752393400 |
| 1992-05-01 | 8.3218460029796400 |
| 1992-06-01 | 8.2633483468355400 |
| 1992-07-01 | 8.1087056545660900 |
| 1992-08-01 | 8.0569066533234910 |
| 1992-09-01 | 8.2151545599227300 |
| 1992-10-01 | 7.9746428482656390 |
| 1992-11-01 | 8.0042543919966100 |
| 1992-12-01 | 7.7126243247730100 |
| 1993-01-01 | 7.5415102128061300 |
| 1993-02-01 | 7.4911764468796210 |
| 1993-03-01 | 7.3928541167262605 |
| 1993-04-01 | 7.2707435708286200 |
| 1993-05-01 | 7.4181164554649010 |
| 1993-06-01 | 7.3723420853905700 |
| 1993-07-01 | 7.3909366464469800 |
| 1993-08-01 | 7.3403149932803600 |
| 1993-09-01 | 7.3003146822769995 |
| 1993-10-01 | 7.0450564293517010 |
| 1993-11-01 | 6.9709361551357810 |
| 1993-12-01 | 7.0852438595127400 |
| 1994-01-01 | 7.1848255530929800 |
| 1994-02-01 | 7.0334341075434600 |
| 1994-03-01 | 6.8061016482536605 |
| 1994-04-01 | 7.0779846495285200 |
| 1994-05-01 | 7.1152463468490000 |
| 1994-06-01 | 7.0810723965188710 |
| 1994-07-01 | 7.0713239266532100 |
| 1994-08-01 | 7.0179744690520890 |
| 1994-09-01 | 7.2913619269241000 |
| 1994-10-01 | 7.6516239115379500 |
| 1994-11-01 | 7.6955167412379195 |
| 1994-12-01 | 7.5818424305680990 |
| 1995-01-01 | 7.3058468782978700 |
| 1995-02-01 | 7.1456235484415000 |
| 1995-03-01 | 6.9999884351678400 |
| 1995-04-01 | 7.1666151354618700 |
| 1995-05-01 | 7.2224104585143900 |
| 1995-06-01 | 7.2956294096627500 |
| 1995-07-01 | 7.2720830075390600 |
| 1995-08-01 | 7.1114608045934400 |
| 1995-09-01 | 6.9051686393492700 |
| 1995-10-01 | 6.9224662392211600 |
| 1995-11-01 | 6.6671716049590300 |
| 1995-12-01 | 6.5487237700430590 |
| 1996-01-01 | 6.6181910717959500 |
| 1996-02-01 | 6.6500116477286700 |
| 1996-03-01 | 6.6981849085490195 |
| 1996-04-01 | 6.7510056224962490 |
| 1996-05-01 | 6.7367772612817190 |
| 1996-06-01 | 6.7112840779798900 |
| 1996-07-01 | 6.7856184824859900 |
| 1996-08-01 | 6.8225118708855600 |
| 1996-09-01 | 6.7315787482202700 |
| 1996-10-01 | 6.5968347811841300 |
| 1996-11-01 | 6.6591266713049000 |
| 1996-12-01 | 6.6321358987918400 |
| 1997-01-01 | 6.6186872836376000 |
| 1997-02-01 | 6.6311936597369900 |
| 1997-03-01 | 6.5805866267614400 |
| 1997-04-01 | 6.6340508569379490 |
| 1997-05-01 | 6.6626016774682110 |
| 1997-06-01 | 6.4328159602388800 |
| 1997-07-01 | 6.4172220942349805 |
| 1997-08-01 | 6.4498585703104006 |
| 1997-09-01 | 6.4542118269108400 |
| 1997-10-01 | 6.4785025479930500 |
| 1997-11-01 | 6.5256349055176800 |
| 1997-12-01 | 6.4966545439563200 |
| 1998-01-01 | 6.6128759282057405 |
| 1998-02-01 | 6.6110236419945400 |
| 1998-03-01 | 6.5696421054350100 |
| 1998-04-01 | 6.4328824769185310 |
| 1998-05-01 | 6.5899288312710700 |
| 1998-06-01 | 6.6593788377776300 |
| 1998-07-01 | 7.5601833235044700 |
| 1998-08-01 | 7.5743730383510900 |
| 1998-09-01 | 7.6631481434973300 |
| 1998-10-01 | 7.1672706305692500 |
| 1998-11-01 | 7.0990032887191700 |
| 1998-12-01 | 7.1471635465238200 |
| 1999-01-01 | 7.0920581791601505 |
| 1999-02-01 | 7.0858080032400800 |
| 1999-03-01 | 7.1602151031649990 |
| 1999-04-01 | 7.1382171463835800 |
| 1999-05-01 | 7.1292584507851195 |
| 1999-06-01 | 7.1904889519564810 |
| 1999-07-01 | 6.3835984531337310 |
| 1999-08-01 | 6.4023543079865700 |
| 1999-09-01 | 6.4762129530468500 |
| 1999-10-01 | 6.5436957009421800 |
| 1999-11-01 | 6.5490218339956790 |
| 1999-12-01 | 6.5937871998042500 |
| 2000-01-01 | 6.5761161544648900 |
| 2000-02-01 | 6.6947912431676610 |
| 2000-03-01 | 6.7862938528227300 |
| 2000-04-01 | 6.7614410987528490 |
| 2000-05-01 | 6.8489446060743000 |
| 2000-06-01 | 6.9037826835721100 |
| 2000-07-01 | 6.9069470540365900 |
| 2000-08-01 | 6.9172626984365095 |
| 2000-09-01 | 6.8783737253017700 |
| 2000-10-01 | 6.9248978148037900 |
| 2000-11-01 | 7.0146966240424100 |
| 2000-12-01 | 7.0446351580468800 |
| 2001-01-01 | 8.1573806333297900 |
| 2001-02-01 | 8.1834241751009810 |
| 2001-03-01 | 8.1998981569187700 |
| 2001-04-01 | 8.2766763957329700 |
| 2001-05-01 | 8.2911391313641700 |
| 2001-06-01 | 8.3342834560429800 |
| 2001-07-01 | 8.3343768409187100 |
| 2001-08-01 | 8.5143943778509500 |
| 2001-09-01 | 8.4765745967219020 |
| 2001-10-01 | 8.9162255868100900 |
| 2001-11-01 | 8.9851494660222100 |
| 2001-12-01 | 8.8788931647244790 |
| 2002-01-01 | 8.7424783140981300 |
| 2002-02-01 | 8.7008779852369700 |
| 2002-03-01 | 8.5436963739761700 |
| 2002-04-01 | 8.2875891242579800 |
| 2002-05-01 | 8.2841127489144400 |
| 2002-06-01 | 8.3319512653937200 |
| 2002-07-01 | 8.3296597588602600 |
| 2002-08-01 | 8.4019808344992400 |
| 2002-09-01 | 8.3737200375806500 |
| 2002-10-01 | 8.3056087224652700 |
| 2002-11-01 | 8.3678751657132010 |
| 2002-12-01 | 8.4936415517549600 |
| 2003-01-01 | 8.4392236345744000 |
| 2003-02-01 | 8.4266205303599600 |
| 2003-03-01 | 8.5895816857663600 |
| 2003-04-01 | 8.6958122742831600 |
| 2003-05-01 | 8.7716150623467310 |
| 2003-06-01 | 8.8154769943644800 |
| 2003-07-01 | 8.9288432834871800 |
| 2003-08-01 | 8.8852889571140390 |
| 2003-09-01 | 8.9714625687018500 |
| 2003-10-01 | 8.9986283723928400 |
| 2003-11-01 | 9.0695997545658000 |
| 2003-12-01 | 9.1049952941055000 |
| 2004-01-01 | 8.9405524014825790 |
| 2004-02-01 | 9.2460176108936980 |
| 2004-03-01 | 9.2163577487428690 |
| 2004-04-01 | 9.2895914404134000 |
| 2004-05-01 | 9.3507914367637400 |
| 2004-06-01 | 9.2843368025941400 |
| 2004-07-01 | 9.2167369211128100 |
| 2004-08-01 | 9.2747462681003810 |
| 2004-09-01 | 9.1750638718347700 |
| 2004-10-01 | 9.3015655820285700 |
| 2004-11-01 | 9.1884254123987110 |
| 2004-12-01 | 9.1486437792914810 |
| 2005-01-01 | 9.1507039231813590 |
| 2005-02-01 | 9.0549401002366000 |
| 2005-03-01 | 9.0192034742987400 |
| 2005-04-01 | 8.8795222892369800 |
| 2005-05-01 | 8.9063984449977300 |
| 2005-06-01 | 9.1458213586106300 |
| 2005-07-01 | 9.3033487529337600 |
| 2005-08-01 | 9.2719474113002100 |
| 2005-09-01 | 9.3927806664981880 |
| 2005-10-01 | 9.3110281824561100 |
| 2005-11-01 | 9.5142883161425810 |
| 2005-12-01 | 9.1929214482391100 |
| 2006-01-01 | 9.4562414454139100 |
| 2006-02-01 | 9.4539941398042300 |
| 2006-03-01 | 9.5046626718504610 |
| 2006-04-01 | 9.5582871911624500 |
| 2006-05-01 | 9.6817713055206410 |
| 2006-06-01 | 9.7241634741915100 |
| 2006-07-01 | 9.6897147986610200 |
| 2006-08-01 | 9.6770252546134100 |
| 2006-09-01 | 9.7120126330527210 |
| 2006-10-01 | 9.8359620156959500 |
| 2006-11-01 | 9.7340267477143200 |
| 2006-12-01 | 9.9307302565581890 |
| 2007-01-01 | 9.8526385520061200 |
| 2007-02-01 | 10.0430194203367000 |
| 2007-03-01 | 10.0790377120716000 |
| 2007-04-01 | 10.1346518524890000 |
| 2007-05-01 | 10.0527557211880990 |
| 2007-06-01 | 10.1123357013578000 |
| 2007-07-01 | 10.0784981177254000 |
| 2007-08-01 | 10.1870562448734020 |
| 2007-09-01 | 10.1391916519268000 |
| 2007-10-01 | 10.1658459682261990 |
| 2007-11-01 | 10.1492079759800990 |
| 2007-12-01 | 10.2654174513609000 |
| 2008-01-01 | 10.4389917063256000 |
| 2008-02-01 | 10.5307509318906990 |
| 2008-03-01 | 10.5518891079950000 |
| 2008-04-01 | 10.5021612412507000 |
| 2008-05-01 | 10.5356759267716000 |
| 2008-06-01 | 10.5193184391980990 |
| 2008-07-01 | 10.5598033851934010 |
| 2008-08-01 | 10.4932896089622000 |
| 2008-09-01 | 10.5645859038245000 |
| 2008-10-01 | 10.5083687472662000 |
| 2008-11-01 | 10.4528561778362000 |
| 2008-12-01 | 10.4080470005626000 |
| 2009-01-01 | 10.2225655783020000 |
| 2009-02-01 | 10.1175677885893020 |
| 2009-03-01 | 10.1304674728684020 |
| 2009-04-01 | 10.0844680839254010 |
| 2009-05-01 | 10.1157068532775990 |
| 2009-06-01 | 10.0294033507701000 |
| 2009-07-01 | 10.0335569878466000 |
| 2009-08-01 | 9.9983378243070500 |
| 2009-09-01 | 9.9878967979649720 |
| 2009-10-01 | 10.0381104731974010 |
| 2009-11-01 | 10.0584073293718000 |
| 2009-12-01 | 10.0355702302936990 |
| 2010-01-01 | 10.1104785403863020 |
| 2010-02-01 | 9.9939663592181400 |
| 2010-03-01 | 9.9095933612889400 |
| 2010-04-01 | 10.4614071481865000 |
| 2010-05-01 | 10.2114023163093000 |
| 2010-06-01 | 10.2425980833993010 |
| 2010-07-01 | 10.1090626533013000 |
| 2010-08-01 | 10.2006823832810000 |
| 2010-09-01 | 10.2159419240029000 |
| 2010-10-01 | 10.2718599562720000 |
| 2010-11-01 | 10.3749808534539000 |
| 2010-12-01 | 10.3628333838193020 |
| 2011-01-01 | 10.4971456783247000 |
| 2011-02-01 | 10.4511766299768000 |
| 2011-03-01 | 10.3736024285825990 |
| 2011-04-01 | 10.5527290659657000 |
| 2011-05-01 | 10.4076896884973010 |
| 2011-06-01 | 10.5468875429010000 |
| 2011-07-01 | 10.7935291455373000 |
| 2011-08-01 | 10.9143565570539000 |
| 2011-09-01 | 11.0645438831094000 |
| 2011-10-01 | 11.0017384187024000 |
| 2011-11-01 | 11.2165554864915000 |
| 2011-12-01 | 11.0699576950883000 |
| 2012-01-01 | 11.1787822601751990 |
| 2012-02-01 | 11.1851443581116980 |
| 2012-03-01 | 11.3280369070865010 |
| 2012-04-01 | 11.3226565746695000 |
| 2012-05-01 | 11.5257448772575000 |
| 2012-06-01 | 11.4654124719226010 |
| 2012-07-01 | 11.4925029621336010 |
| 2012-08-01 | 11.4274014274624010 |
| 2012-09-01 | 11.3006506433865000 |
| 2012-10-01 | 11.2170874673639020 |
| 2012-11-01 | 11.1546175959313000 |
| 2012-12-01 | 11.2654040878288000 |
| 2013-01-01 | 11.1632824577185020 |
| 2013-02-01 | 11.3188694807964010 |
| 2013-03-01 | 11.2910947069070000 |
| 2013-04-01 | 11.2103527171124000 |
| 2013-05-01 | 11.1493153424441990 |
| 2013-06-01 | 11.1829158186252000 |
| 2013-07-01 | 11.1024233088323000 |
| 2013-08-01 | 11.0450261110419010 |
| 2013-09-01 | 11.0166274894115000 |
| 2013-10-01 | 11.1203924381762000 |
| 2013-11-01 | 10.9882210291751000 |
| 2013-12-01 | 10.9405514969090000 |
| 2014-01-01 | 10.9487451096684000 |
| 2014-02-01 | 10.9772375195230010 |
| 2014-03-01 | 10.9760537361871990 |
| 2014-04-01 | 10.7902460582609020 |
| 2014-05-01 | 10.9849150226460000 |
| 2014-06-01 | 11.0045180858184000 |
| 2014-07-01 | 10.6193504099049000 |
| 2014-08-01 | 10.7603376617693020 |
| 2014-09-01 | 10.7180023385851000 |
| 2014-10-01 | 10.8117489882250000 |
| 2014-11-01 | 10.6952739221896000 |
| 2014-12-01 | 10.7279571817599000 |
| 2015-01-01 | 10.6390665845304000 |
| 2015-02-01 | 10.4603991909992000 |
| 2015-03-01 | 10.3778495643845000 |
| 2015-04-01 | 10.3796448553033010 |
| 2015-05-01 | 10.2065433820493000 |
| 2015-06-01 | 10.1050332292186980 |
| 2015-07-01 | 10.0339206218095000 |
| 2015-08-01 | 10.0747183169249000 |
| 2015-09-01 | 10.0081195234984000 |
| 2015-10-01 | 9.8894071710189500 |
| 2015-11-01 | 9.8725469295597780 |
| 2015-12-01 | 9.9159874901895790 |
| 2016-01-01 | 10.1365988388329010 |
| 2016-02-01 | 9.8725548977696000 |
| 2016-03-01 | 9.6979177268419800 |
| 2016-04-01 | 9.5720542246307300 |
| 2016-05-01 | 9.4207205155407600 |
| 2016-06-01 | 9.2972542578850600 |
| 2016-07-01 | 9.3418068592809900 |
| 2016-08-01 | 9.2790189625287400 |
| 2016-09-01 | 9.2950935677564210 |
| 2016-10-01 | 9.1801923472647700 |
| 2016-11-01 | 9.1425642326079700 |
| 2016-12-01 | 9.1147602741464100 |
| 2017-01-01 | 9.1511220230795600 |
| 2017-02-01 | 9.0992485042661500 |
| 2017-03-01 | 9.1074750304110900 |
| 2017-04-01 | 9.2762053469626090 |
| 2017-05-01 | 9.2232807657080000 |
| 2017-06-01 | 9.2701016429325910 |
| 2017-07-01 | 9.3442203345372800 |
| 2017-08-01 | 9.3962310670905900 |
| 2017-09-01 | 9.4140292023013800 |
| 2017-10-01 | 9.3997633313380800 |
| 2017-11-01 | 9.4371600139240290 |
| 2017-12-01 | 9.3063201798052500 |
| 2018-01-01 | 9.3463416087172600 |
| 2018-02-01 | 9.4063662696170000 |
| 2018-03-01 | 9.3978990194689000 |
| 2018-04-01 | 9.3660805261390000 |
| 2018-05-01 | 9.4167586192459400 |
| 2018-06-01 | 9.4291758163744100 |
| 2018-07-01 | 9.4388961933917500 |
| 2018-08-01 | 9.4001677940974000 |
| 2018-09-01 | 9.4574155422147310 |
| 2018-10-01 | 9.6328738660424200 |
| 2018-11-01 | 9.6478480215090400 |
| 2018-12-01 | 9.5001971248539810 |
| 2019-01-01 | 9.4425295839325700 |
| 2019-02-01 | 9.5073853143199100 |
| 2019-03-01 | 9.5780538364382200 |
| 2019-04-01 | 9.6667539651194700 |
| 2019-05-01 | 9.7045263105961900 |
| 2019-06-01 | 9.5715999105275100 |
| 2019-07-01 | 9.8141637507548400 |
| 2019-08-01 | 9.9174665858014390 |
| 2019-09-01 | 10.0338810740626980 |
| 2019-10-01 | 10.0713270427072000 |
| 2019-11-01 | 10.0822377215548010 |
| 2019-12-01 | 10.0854550491459000 |
| 2020-01-01 | 10.1319708260361980 |
| 2020-02-01 | 10.0887818621385000 |
| 2020-03-01 | 10.0633299574271000 |
| 2020-04-01 | 9.7676487487034200 |
| 2020-05-01 | 10.8032502131006000 |
| 2020-06-01 | 9.9159311305338300 |
| 2020-07-01 | 9.6753733058392320 |
| 2020-08-01 | 9.5995712306511400 |
| 2020-09-01 | 9.7826976939769620 |
| 2020-10-01 | 11.3402851416132000 |
| 2020-11-01 | 11.7612088504894000 |
| 2020-12-01 | 11.6720105158276990 |
| 2021-01-01 | 9.8447601778679300 |
| 2021-02-01 | 9.6864772020877800 |
| 2021-03-01 | 9.8695896200744800 |
| 2021-04-01 | 10.0784115146352000 |
| 2021-05-01 | 10.6927328581813010 |
| 2021-06-01 | 10.0669646624371000 |
| 2021-07-01 | 10.2284318238576990 |
| 2021-08-01 | 10.4975110859523000 |
| 2021-09-01 | 10.3310945625946000 |
| 2021-10-01 | 11.1490100629363020 |
| 2021-11-01 | 10.7748512643942000 |
| 2021-12-01 | 11.0729815449033000 |
| 2022-01-01 | 11.3396825137735020 |
| 2022-02-01 | 11.6252898706254000 |
| 2022-03-01 | 11.7537066990230980 |
| 2022-04-01 | 11.7526171027868000 |
| 2022-05-01 | 11.6915931751354000 |
| 2022-06-01 | 11.8150007353184010 |
| 2022-07-01 | 11.8658170973172000 |
| 2022-08-01 | 11.4680339128643020 |
| 2022-09-01 | 11.4803504756593020 |
| 2022-10-01 | 11.4655471214730000 |
| 2022-11-01 | 11.2119659815598020 |
| 2022-12-01 | 10.8898908886351990 |
| 2023-01-01 | 11.0713969287144000 |
| 2023-02-01 | 11.2377912446832000 |
| 2023-03-01 | 10.9929417022138000 |
| 2023-04-01 | 10.9863082563025000 |
| 2023-05-01 | 10.9799754230780000 |
| 2023-06-01 | 11.3064035065709000 |
| 2023-07-01 | 12.3148674802690010 |
| 2023-08-01 | 12.0563069193596990 |
| 2023-09-01 | 11.6592840662534000 |
| 2023-10-01 | 11.7608087232910990 |
| 2023-11-01 | 11.7371493590380000 |
| 2023-12-01 | 11.7113093036090000 |
| 2024-01-01 | 11.5985264014560000 |
| 2024-02-01 | 11.5332277051426000 |
| 2024-03-01 | 11.6088802082929020 |
| 2024-04-01 | 11.6865295773181000 |
| 2024-05-01 | 11.8838065401566000 |
| 2024-06-01 | 11.7917328563948020 |
| 2024-07-01 | 11.8954389280321000 |
| 2024-08-01 | 12.0348302507667000 |
| 2024-09-01 | 12.3538489872637000 |
