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 2024-11-01 |
| Last Updated | 2024-12-21 7:09 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 | 6.3016284927745090 |
| 1990-02-01 | 6.3307200517639800 |
| 1990-03-01 | 6.2975694086996400 |
| 1990-04-01 | 6.8309209601344700 |
| 1990-05-01 | 6.9302173015527910 |
| 1990-06-01 | 7.0668654560192190 |
| 1990-07-01 | 7.1303681480410710 |
| 1990-08-01 | 7.1875025004725600 |
| 1990-09-01 | 7.1658245134266800 |
| 1990-10-01 | 7.4756305965058800 |
| 1990-11-01 | 7.3966655370505300 |
| 1990-12-01 | 7.6468348925744300 |
| 1991-01-01 | 7.7825835315233400 |
| 1991-02-01 | 7.8073857633821000 |
| 1991-03-01 | 7.8767384500369690 |
| 1991-04-01 | 8.1312486187557600 |
| 1991-05-01 | 8.1283471253192800 |
| 1991-06-01 | 8.1637050889322800 |
| 1991-07-01 | 8.2287563901997000 |
| 1991-08-01 | 8.2764374973589000 |
| 1991-09-01 | 8.1422040499714100 |
| 1991-10-01 | 8.2894367969466300 |
| 1991-11-01 | 8.4194334975105710 |
| 1991-12-01 | 8.3368564379563000 |
| 1992-01-01 | 8.4972789856677400 |
| 1992-02-01 | 8.6289716076798400 |
| 1992-03-01 | 8.6731430065932000 |
| 1992-04-01 | 8.5497652310411500 |
| 1992-05-01 | 8.3218482360634900 |
| 1992-06-01 | 8.2633492163134500 |
| 1992-07-01 | 8.1087060984896090 |
| 1992-08-01 | 8.0569073754170400 |
| 1992-09-01 | 8.2151550103025300 |
| 1992-10-01 | 7.9746433884259810 |
| 1992-11-01 | 8.0042554976839700 |
| 1992-12-01 | 7.7126244556447500 |
| 1993-01-01 | 7.5415102567179500 |
| 1993-02-01 | 7.4911746425052310 |
| 1993-03-01 | 7.3928480153232000 |
| 1993-04-01 | 7.2707463829415095 |
| 1993-05-01 | 7.4181172682961000 |
| 1993-06-01 | 7.3723424016715100 |
| 1993-07-01 | 7.3909370924805310 |
| 1993-08-01 | 7.3403158732819005 |
| 1993-09-01 | 7.3003148804085400 |
| 1993-10-01 | 7.0450570932689910 |
| 1993-11-01 | 6.9709376497520400 |
| 1993-12-01 | 7.0852441840864800 |
| 1994-01-01 | 7.1848256096518210 |
| 1994-02-01 | 7.0334328037292400 |
| 1994-03-01 | 6.8060983942645990 |
| 1994-04-01 | 7.0779855793775095 |
| 1994-05-01 | 7.1152445159793400 |
| 1994-06-01 | 7.0810724588104400 |
| 1994-07-01 | 7.0713246400750710 |
| 1994-08-01 | 7.0179756969736100 |
| 1994-09-01 | 7.2913625928833500 |
| 1994-10-01 | 7.6516253738397095 |
| 1994-11-01 | 7.6955192036796705 |
| 1994-12-01 | 7.5818437223480910 |
| 1995-01-01 | 7.3058461223180995 |
| 1995-02-01 | 7.1456213402669500 |
| 1995-03-01 | 6.9999861897179290 |
| 1995-04-01 | 7.1666151148121100 |
| 1995-05-01 | 7.2224061475918090 |
| 1995-06-01 | 7.2956283913886200 |
| 1995-07-01 | 7.2720847104362310 |
| 1995-08-01 | 7.1114629593355190 |
| 1995-09-01 | 6.9051702635098600 |
| 1995-10-01 | 6.9224689953292690 |
| 1995-11-01 | 6.6671749683844700 |
| 1995-12-01 | 6.5487257824123710 |
| 1996-01-01 | 6.6181894043679400 |
| 1996-02-01 | 6.6500082107547800 |
| 1996-03-01 | 6.6981831826757805 |
| 1996-04-01 | 6.7510037993277410 |
| 1996-05-01 | 6.7367700490203700 |
| 1996-06-01 | 6.7112812514030490 |
| 1996-07-01 | 6.7856218456422805 |
| 1996-08-01 | 6.8225156417087700 |
| 1996-09-01 | 6.7315824904126300 |
| 1996-10-01 | 6.5968398129579010 |
| 1996-11-01 | 6.6591317172336400 |
| 1996-12-01 | 6.6321391336447000 |
| 1997-01-01 | 6.6186843345699590 |
| 1997-02-01 | 6.6311884514889100 |
| 1997-03-01 | 6.5805835879416600 |
| 1997-04-01 | 6.6340463029124300 |
| 1997-05-01 | 6.6625920650090900 |
| 1997-06-01 | 6.4328105375371690 |
| 1997-07-01 | 6.4172261422366700 |
| 1997-08-01 | 6.4498635080829100 |
| 1997-09-01 | 6.4542177760205200 |
| 1997-10-01 | 6.4785114072504400 |
| 1997-11-01 | 6.5256452092691600 |
| 1997-12-01 | 6.4966653616941800 |
| 1998-01-01 | 6.6128654584720000 |
| 1998-02-01 | 6.6110133295052100 |
| 1998-03-01 | 6.5696355706023000 |
| 1998-04-01 | 6.4328754249405500 |
| 1998-05-01 | 6.5899173602062590 |
| 1998-06-01 | 6.6593717431622200 |
| 1998-07-01 | 7.5601902404190400 |
| 1998-08-01 | 7.5743803345245800 |
| 1998-09-01 | 7.6631573266551510 |
| 1998-10-01 | 7.1672839118943500 |
| 1998-11-01 | 7.0990201053003090 |
| 1998-12-01 | 7.1471866168044900 |
| 1999-01-01 | 7.0920381453439605 |
| 1999-02-01 | 7.0857905936465190 |
| 1999-03-01 | 7.1602031449299000 |
| 1999-04-01 | 7.1382063685379510 |
| 1999-05-01 | 7.1292477588444100 |
| 1999-06-01 | 7.1904799685889700 |
| 1999-07-01 | 6.3836050146953090 |
| 1999-08-01 | 6.4023608031772690 |
| 1999-09-01 | 6.4762211162278490 |
| 1999-10-01 | 6.5437093933415404 |
| 1999-11-01 | 6.5490410202652900 |
| 1999-12-01 | 6.5938215737768600 |
| 2000-01-01 | 6.5760896528234000 |
| 2000-02-01 | 6.6947688937258100 |
| 2000-03-01 | 6.7862779635442010 |
| 2000-04-01 | 6.7614291629920100 |
| 2000-05-01 | 6.8489373580070200 |
| 2000-06-01 | 6.9037747543958610 |
| 2000-07-01 | 6.9069550337409495 |
| 2000-08-01 | 6.9172696103518300 |
| 2000-09-01 | 6.8783817144216210 |
| 2000-10-01 | 6.9249111167672410 |
| 2000-11-01 | 7.0147162159319290 |
| 2000-12-01 | 7.0446782849565200 |
| 2001-01-01 | 8.1573458721417500 |
| 2001-02-01 | 8.1833954976422800 |
| 2001-03-01 | 8.1998768436165790 |
| 2001-04-01 | 8.2766616578522890 |
| 2001-05-01 | 8.2911352842817600 |
| 2001-06-01 | 8.3342754915014190 |
| 2001-07-01 | 8.3343842842643800 |
| 2001-08-01 | 8.5144008235156910 |
| 2001-09-01 | 8.4765822075174200 |
| 2001-10-01 | 8.9162395064367700 |
| 2001-11-01 | 8.9851716305923600 |
| 2001-12-01 | 8.8789515078584800 |
| 2002-01-01 | 8.7424407634140800 |
| 2002-02-01 | 8.7008489685504400 |
| 2002-03-01 | 8.5436754320843000 |
| 2002-04-01 | 8.2875767033411500 |
| 2002-05-01 | 8.2841118446584400 |
| 2002-06-01 | 8.3319468907331200 |
| 2002-07-01 | 8.3296661114266200 |
| 2002-08-01 | 8.4019853607881800 |
| 2002-09-01 | 8.3737246617026990 |
| 2002-10-01 | 8.3056167206587990 |
| 2002-11-01 | 8.3678889352505300 |
| 2002-12-01 | 8.4936881071529800 |
| 2003-01-01 | 8.4391960201711100 |
| 2003-02-01 | 8.4265996032039110 |
| 2003-03-01 | 8.5895657536834500 |
| 2003-04-01 | 8.6958027740189500 |
| 2003-05-01 | 8.7716168742251500 |
| 2003-06-01 | 8.8154743473390600 |
| 2003-07-01 | 8.9288473017322800 |
| 2003-08-01 | 8.8852916300047880 |
| 2003-09-01 | 8.9714648843718900 |
| 2003-10-01 | 8.9986323167756300 |
| 2003-11-01 | 9.0696072650805700 |
| 2003-12-01 | 9.1050312602896400 |
| 2004-01-01 | 8.9405340268750600 |
| 2004-02-01 | 9.2460035048849600 |
| 2004-03-01 | 9.2163472357851700 |
| 2004-04-01 | 9.2895850468258600 |
| 2004-05-01 | 9.3507934064070000 |
| 2004-06-01 | 9.2843354983739610 |
| 2004-07-01 | 9.2167394482881800 |
| 2004-08-01 | 9.2747479963858800 |
| 2004-09-01 | 9.1750648868267800 |
| 2004-10-01 | 9.3015664512531520 |
| 2004-11-01 | 9.1884274311065800 |
| 2004-12-01 | 9.1486607951798910 |
| 2005-01-01 | 9.1506969771018700 |
| 2005-02-01 | 9.0549354302277000 |
| 2005-03-01 | 9.0191991645949710 |
| 2005-04-01 | 8.8795190946675000 |
| 2005-05-01 | 8.9063993318317800 |
| 2005-06-01 | 9.1458203354807300 |
| 2005-07-01 | 9.3033486492470980 |
| 2005-08-01 | 9.2719478283528600 |
| 2005-09-01 | 9.3927811314168400 |
| 2005-10-01 | 9.3110285036368300 |
| 2005-11-01 | 9.5142902892773100 |
| 2005-12-01 | 9.1929286070151510 |
| 2006-01-01 | 9.4562376698080380 |
| 2006-02-01 | 9.4539927122417890 |
| 2006-03-01 | 9.5046614380675600 |
| 2006-04-01 | 9.5582857822315180 |
| 2006-05-01 | 9.6817710691760000 |
| 2006-06-01 | 9.7241631875691900 |
| 2006-07-01 | 9.6897146068156990 |
| 2006-08-01 | 9.6770252652774000 |
| 2006-09-01 | 9.7120126566601410 |
| 2006-10-01 | 9.8359621216861890 |
| 2006-11-01 | 9.7340291625182000 |
| 2006-12-01 | 9.9307315388634100 |
| 2007-01-01 | 9.8526368753760200 |
| 2007-02-01 | 10.0430193664284000 |
| 2007-03-01 | 10.0790374629010000 |
| 2007-04-01 | 10.1346512683171000 |
| 2007-05-01 | 10.0527557739228000 |
| 2007-06-01 | 10.1123354673392000 |
| 2007-07-01 | 10.0784977508226990 |
| 2007-08-01 | 10.1870560938223010 |
| 2007-09-01 | 10.1391915275904000 |
| 2007-10-01 | 10.1658458421159000 |
| 2007-11-01 | 10.1492099705762000 |
| 2007-12-01 | 10.2654180050981980 |
| 2008-01-01 | 10.4389910265675000 |
| 2008-02-01 | 10.5307506394996000 |
| 2008-03-01 | 10.5518888278855000 |
| 2008-04-01 | 10.5021608999323010 |
| 2008-05-01 | 10.5356758416136000 |
| 2008-06-01 | 10.5193183296903000 |
| 2008-07-01 | 10.5598031200440000 |
| 2008-08-01 | 10.4932894814102000 |
| 2008-09-01 | 10.5645857975986000 |
| 2008-10-01 | 10.5083685863811000 |
| 2008-11-01 | 10.4528578786857000 |
| 2008-12-01 | 10.4080473360040000 |
| 2009-01-01 | 10.2225652490306000 |
| 2009-02-01 | 10.1175676829410990 |
| 2009-03-01 | 10.1304673450088010 |
| 2009-04-01 | 10.0844679275531990 |
| 2009-05-01 | 10.1157063486669010 |
| 2009-06-01 | 10.0294031413805000 |
| 2009-07-01 | 10.0335566551347000 |
| 2009-08-01 | 9.9983376106963210 |
| 2009-09-01 | 9.9878967490726500 |
| 2009-10-01 | 10.0381104705266980 |
| 2009-11-01 | 10.0584085966116000 |
| 2009-12-01 | 10.0355706820989000 |
| 2010-01-01 | 10.1104788745659990 |
| 2010-02-01 | 9.9939666686290510 |
| 2010-03-01 | 9.9095933778072800 |
| 2010-04-01 | 10.4614068507887000 |
| 2010-05-01 | 10.2114012264198000 |
| 2010-06-01 | 10.2425973579271990 |
| 2010-07-01 | 10.1090618552450980 |
| 2010-08-01 | 10.2006819003409000 |
| 2010-09-01 | 10.2159418917222000 |
| 2010-10-01 | 10.2718601226974000 |
| 2010-11-01 | 10.3749819815637000 |
| 2010-12-01 | 10.3628345767960000 |
| 2011-01-01 | 10.4971471726180000 |
| 2011-02-01 | 10.4511780073156000 |
| 2011-03-01 | 10.3736035341992000 |
| 2011-04-01 | 10.5527296223768000 |
| 2011-05-01 | 10.4076868484414000 |
| 2011-06-01 | 10.5468806962103020 |
| 2011-07-01 | 10.7935285961065010 |
| 2011-08-01 | 10.9143568291145990 |
| 2011-09-01 | 11.0645446584719000 |
| 2011-10-01 | 11.0017395280136000 |
| 2011-11-01 | 11.2165574188543000 |
| 2011-12-01 | 11.0699602691541980 |
| 2012-01-01 | 11.1787853094405990 |
| 2012-02-01 | 11.1851472617178020 |
| 2012-03-01 | 11.3280392174319000 |
| 2012-04-01 | 11.3226575502340000 |
| 2012-05-01 | 11.5257389856123020 |
| 2012-06-01 | 11.4653973814510020 |
| 2012-07-01 | 11.4925018001624010 |
| 2012-08-01 | 11.4274020927904020 |
| 2012-09-01 | 11.3006524169941000 |
| 2012-10-01 | 11.2170898326060020 |
| 2012-11-01 | 11.1546209332539000 |
| 2012-12-01 | 11.2654091688092000 |
| 2013-01-01 | 11.1632930336741000 |
| 2013-02-01 | 11.3188667866363000 |
| 2013-03-01 | 11.2911016077761990 |
| 2013-04-01 | 11.2103581440893000 |
| 2013-05-01 | 11.1493108491160980 |
| 2013-06-01 | 11.1828719425525000 |
| 2013-07-01 | 11.1024236411591000 |
| 2013-08-01 | 11.0450283757461000 |
| 2013-09-01 | 11.0166313349859000 |
| 2013-10-01 | 11.1203982353485000 |
| 2013-11-01 | 10.9882293574912000 |
| 2013-12-01 | 10.9405635588574000 |
| 2014-01-01 | 10.9487677089829010 |
| 2014-02-01 | 10.9772329666560000 |
| 2014-03-01 | 10.9760648023375000 |
| 2014-04-01 | 10.7902510455235010 |
| 2014-05-01 | 10.9849049817149000 |
| 2014-06-01 | 11.0044406820276000 |
| 2014-07-01 | 10.6193408588791000 |
| 2014-08-01 | 10.7603339663996010 |
| 2014-09-01 | 10.7180075556824000 |
| 2014-10-01 | 10.8117653734678000 |
| 2014-11-01 | 10.6953001520290000 |
| 2014-12-01 | 10.7279919157625000 |
| 2015-01-01 | 10.6391148104820990 |
| 2015-02-01 | 10.4604022286720000 |
| 2015-03-01 | 10.3778658319008000 |
| 2015-04-01 | 10.3796427466413000 |
| 2015-05-01 | 10.2065111432939000 |
| 2015-06-01 | 10.1049052317873010 |
| 2015-07-01 | 10.0338774017533010 |
| 2015-08-01 | 10.0746867823358010 |
| 2015-09-01 | 10.0081066411341000 |
| 2015-10-01 | 9.8894263730546790 |
| 2015-11-01 | 9.8727216841413500 |
| 2015-12-01 | 9.9160395908666900 |
| 2016-01-01 | 10.1366701562479000 |
| 2016-02-01 | 9.8725755565633100 |
| 2016-03-01 | 9.6979416301457310 |
| 2016-04-01 | 9.5720521233688100 |
| 2016-05-01 | 9.4206843419208110 |
| 2016-06-01 | 9.2968862790544500 |
| 2016-07-01 | 9.3417535823649500 |
| 2016-08-01 | 9.2789822031220290 |
| 2016-09-01 | 9.2950827107284900 |
| 2016-10-01 | 9.1802404302763400 |
| 2016-11-01 | 9.1429028650578500 |
| 2016-12-01 | 9.1148610999607500 |
| 2017-01-01 | 9.1512447227907410 |
| 2017-02-01 | 9.0993305455978200 |
| 2017-03-01 | 9.1075638573974500 |
| 2017-04-01 | 9.2759310885577600 |
| 2017-05-01 | 9.2232845988959500 |
| 2017-06-01 | 9.2695250917889700 |
| 2017-07-01 | 9.3441684944226500 |
| 2017-08-01 | 9.3960680967845000 |
| 2017-09-01 | 9.4139475127054900 |
| 2017-10-01 | 9.3999475968935010 |
| 2017-11-01 | 9.4379376395522900 |
| 2017-12-01 | 9.3064838618245510 |
| 2018-01-01 | 9.3465041202280390 |
| 2018-02-01 | 9.4064817318258600 |
| 2018-03-01 | 9.3979729736709100 |
| 2018-04-01 | 9.3654173183841000 |
| 2018-05-01 | 9.4167043113121610 |
| 2018-06-01 | 9.4283518894874000 |
| 2018-07-01 | 9.4388450306756800 |
| 2018-08-01 | 9.3999252480308000 |
| 2018-09-01 | 9.4577076653936310 |
| 2018-10-01 | 9.6331694173086180 |
| 2018-11-01 | 9.6490148542992210 |
| 2018-12-01 | 9.5004639697088000 |
| 2019-01-01 | 9.4427262255673300 |
| 2019-02-01 | 9.5074894957705900 |
| 2019-03-01 | 9.5780050120004390 |
| 2019-04-01 | 9.6655054360767120 |
| 2019-05-01 | 9.7042069820283580 |
| 2019-06-01 | 9.5705988415253900 |
| 2019-07-01 | 9.8140358703223200 |
| 2019-08-01 | 9.9171772237718100 |
| 2019-09-01 | 10.0347545978691000 |
| 2019-10-01 | 10.0719557552858010 |
| 2019-11-01 | 10.0840456381448000 |
| 2019-12-01 | 10.0859444862183000 |
| 2020-01-01 | 10.1323826666325000 |
| 2020-02-01 | 10.0887343537451000 |
| 2020-03-01 | 10.0631322052756000 |
| 2020-04-01 | 9.7658797911901700 |
| 2020-05-01 | 10.8020270169086970 |
| 2020-06-01 | 9.9142772424014200 |
| 2020-07-01 | 9.6744030531662410 |
| 2020-08-01 | 9.5980043067050380 |
| 2020-09-01 | 9.7887878673564990 |
| 2020-10-01 | 11.3401227776126990 |
| 2020-11-01 | 11.7629330944174000 |
| 2020-12-01 | 11.6726945999551980 |
| 2021-01-01 | 9.8455401582129710 |
| 2021-02-01 | 9.6865410377701520 |
| 2021-03-01 | 9.8695415946729010 |
| 2021-04-01 | 10.0763005319638000 |
| 2021-05-01 | 10.6906748446127000 |
| 2021-06-01 | 10.0644625702389000 |
| 2021-07-01 | 10.2254281519361000 |
| 2021-08-01 | 10.4922780186749000 |
| 2021-09-01 | 10.3454579862516000 |
| 2021-10-01 | 11.1459938966819000 |
| 2021-11-01 | 10.7779620749868010 |
| 2021-12-01 | 11.0745592455807000 |
| 2022-01-01 | 11.3411777523658020 |
| 2022-02-01 | 11.6252969829164010 |
| 2022-03-01 | 11.7534695999954020 |
| 2022-04-01 | 11.7500081335768000 |
| 2022-05-01 | 11.6884060361380000 |
| 2022-06-01 | 11.8112970391922000 |
| 2022-07-01 | 11.8606665719258000 |
| 2022-08-01 | 11.4603406525318000 |
| 2022-09-01 | 11.5086698580716980 |
| 2022-10-01 | 11.4544724359142000 |
| 2022-11-01 | 11.2109291150894000 |
| 2022-12-01 | 10.8930711042736000 |
| 2023-01-01 | 11.0740316255480000 |
| 2023-02-01 | 11.2386164516736000 |
| 2023-03-01 | 10.9933862917645000 |
| 2023-04-01 | 10.9847374333166000 |
| 2023-05-01 | 10.9769667590508000 |
| 2023-06-01 | 11.3026264064668020 |
| 2023-07-01 | 12.3086150754556980 |
| 2023-08-01 | 12.0475470203368000 |
| 2023-09-01 | 11.6978789755475000 |
| 2023-10-01 | 11.7384980367713000 |
| 2023-11-01 | 11.7308709622822000 |
| 2023-12-01 | 11.7172284536558010 |
| 2024-01-01 | 11.6028922625410010 |
| 2024-02-01 | 11.5350889537095000 |
| 2024-03-01 | 11.6103395681434000 |
| 2024-04-01 | 11.6859797837250990 |
| 2024-05-01 | 11.8808977433308000 |
| 2024-06-01 | 11.7881646948382990 |
| 2024-07-01 | 11.8898968017819000 |
| 2024-08-01 | 12.0276438332001000 |
| 2024-09-01 | 12.4053302279901000 |
| 2024-10-01 | 12.3344660509913010 |
| 2024-11-01 | 12.3425861719106000 |
