Table Data - All Employees: Professional and Business Services: Architectural, Engineering, and Related Services in Oakland-Hayward-Berkeley, CA (MD)
| Title | All Employees: Professional and Business Services: Architectural, Engineering, and Related Services in Oakland-Hayward-Berkeley, CA (MD) |
|---|---|
| Series ID | SMU06360846054130001SA |
| 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 2024-10-01 |
| Last Updated | 2024-11-20 5:55 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 | 10.185275936143500 |
| 1990-02-01 | 10.408057448475400 |
| 1990-03-01 | 10.511660145443301 |
| 1990-04-01 | 10.689448434269698 |
| 1990-05-01 | 10.852367391671500 |
| 1990-06-01 | 10.945116842570600 |
| 1990-07-01 | 10.996990448074100 |
| 1990-08-01 | 11.089017072718000 |
| 1990-09-01 | 11.273728092501200 |
| 1990-10-01 | 11.573837021603300 |
| 1990-11-01 | 11.742494702584901 |
| 1990-12-01 | 11.639686789140502 |
| 1991-01-01 | 10.879798843582302 |
| 1991-02-01 | 10.892885762735100 |
| 1991-03-01 | 10.912670728130000 |
| 1991-04-01 | 11.400614686297400 |
| 1991-05-01 | 11.860976023524302 |
| 1991-06-01 | 11.651184837819200 |
| 1991-07-01 | 11.001630427454698 |
| 1991-08-01 | 10.964860676109900 |
| 1991-09-01 | 10.929751232010400 |
| 1991-10-01 | 11.009940788500499 |
| 1991-11-01 | 11.153685663784700 |
| 1991-12-01 | 11.269627852773400 |
| 1992-01-01 | 11.384362229466000 |
| 1992-02-01 | 11.350778582565802 |
| 1992-03-01 | 11.324415444602401 |
| 1992-04-01 | 11.212845217720000 |
| 1992-05-01 | 11.153709525871802 |
| 1992-06-01 | 11.048707513198700 |
| 1992-07-01 | 11.115508353146200 |
| 1992-08-01 | 11.125489395316901 |
| 1992-09-01 | 11.049529240817401 |
| 1992-10-01 | 11.069380978437100 |
| 1992-11-01 | 10.979241411033001 |
| 1992-12-01 | 10.928793569785900 |
| 1993-01-01 | 10.913655954759800 |
| 1993-02-01 | 10.918956500201900 |
| 1993-03-01 | 11.129357816218100 |
| 1993-04-01 | 10.794066188497400 |
| 1993-05-01 | 10.630838006947600 |
| 1993-06-01 | 10.523984481546900 |
| 1993-07-01 | 10.921663734696800 |
| 1993-08-01 | 11.391054615873802 |
| 1993-09-01 | 11.263486429204303 |
| 1993-10-01 | 11.241890361570300 |
| 1993-11-01 | 11.326211957484801 |
| 1993-12-01 | 11.701645737623100 |
| 1994-01-01 | 11.259624360319700 |
| 1994-02-01 | 11.307443150536802 |
| 1994-03-01 | 11.122680875012500 |
| 1994-04-01 | 10.245967726373900 |
| 1994-05-01 | 10.283721621020100 |
| 1994-06-01 | 10.180773315208200 |
| 1994-07-01 | 10.011553847538100 |
| 1994-08-01 | 9.979518687206240 |
| 1994-09-01 | 9.934609746508670 |
| 1994-10-01 | 9.779261690405000 |
| 1994-11-01 | 9.874786041766981 |
| 1994-12-01 | 9.865292985186400 |
| 1995-01-01 | 10.007355202888000 |
| 1995-02-01 | 10.050348317458400 |
| 1995-03-01 | 10.191908635098300 |
| 1995-04-01 | 10.270863549191400 |
| 1995-05-01 | 10.238314296684900 |
| 1995-06-01 | 10.232593173498600 |
| 1995-07-01 | 10.391945364791000 |
| 1995-08-01 | 10.392728756907301 |
| 1995-09-01 | 10.361406608846401 |
| 1995-10-01 | 9.882188406299470 |
| 1995-11-01 | 10.096743102243600 |
| 1995-12-01 | 10.174150202845900 |
| 1996-01-01 | 10.258421221217200 |
| 1996-02-01 | 10.319938405540698 |
| 1996-03-01 | 10.379015628873400 |
| 1996-04-01 | 10.212520778481599 |
| 1996-05-01 | 10.193605715077700 |
| 1996-06-01 | 10.282228992548000 |
| 1996-07-01 | 10.279709826893699 |
| 1996-08-01 | 10.217362129234500 |
| 1996-09-01 | 10.223279892763900 |
| 1996-10-01 | 10.358171380454401 |
| 1996-11-01 | 10.372200470536301 |
| 1996-12-01 | 10.431003484535900 |
| 1997-01-01 | 10.607892814154900 |
| 1997-02-01 | 10.713482670111901 |
| 1997-03-01 | 10.799888251983200 |
| 1997-04-01 | 10.867134530052400 |
| 1997-05-01 | 11.058235145656200 |
| 1997-06-01 | 10.950379999809801 |
| 1997-07-01 | 10.872423296571698 |
| 1997-08-01 | 10.829560995275900 |
| 1997-09-01 | 11.076123587341002 |
| 1997-10-01 | 11.130853374912100 |
| 1997-11-01 | 11.340158375785000 |
| 1997-12-01 | 11.353971939620000 |
| 1998-01-01 | 11.241250170612700 |
| 1998-02-01 | 11.198031654776900 |
| 1998-03-01 | 11.054130400363300 |
| 1998-04-01 | 11.439757041778801 |
| 1998-05-01 | 11.538641424504700 |
| 1998-06-01 | 11.635442226082200 |
| 1998-07-01 | 11.748725075146401 |
| 1998-08-01 | 11.828033754159500 |
| 1998-09-01 | 11.921610416119900 |
| 1998-10-01 | 12.013181061376901 |
| 1998-11-01 | 12.118709899775801 |
| 1998-12-01 | 12.308603781154700 |
| 1999-01-01 | 12.141646684061100 |
| 1999-02-01 | 12.234385461229100 |
| 1999-03-01 | 12.199978703645199 |
| 1999-04-01 | 12.531007198575500 |
| 1999-05-01 | 12.637209635623100 |
| 1999-06-01 | 12.751185046252400 |
| 1999-07-01 | 12.819041741088600 |
| 1999-08-01 | 12.806387603911200 |
| 1999-09-01 | 12.743700919956400 |
| 1999-10-01 | 12.819596802707801 |
| 1999-11-01 | 12.621282316406100 |
| 1999-12-01 | 12.692424832228700 |
| 2000-01-01 | 13.415940306234500 |
| 2000-02-01 | 13.320283745222400 |
| 2000-03-01 | 13.322538709400499 |
| 2000-04-01 | 13.440904537650800 |
| 2000-05-01 | 13.447394274472899 |
| 2000-06-01 | 13.490044813687101 |
| 2000-07-01 | 13.501543692916600 |
| 2000-08-01 | 13.580459237181401 |
| 2000-09-01 | 13.745808693051900 |
| 2000-10-01 | 14.260468728994300 |
| 2000-11-01 | 14.198162787168400 |
| 2000-12-01 | 14.289310222775800 |
| 2001-01-01 | 14.505856680219600 |
| 2001-02-01 | 14.668020672487199 |
| 2001-03-01 | 14.697077850488999 |
| 2001-04-01 | 14.481978069303901 |
| 2001-05-01 | 14.474626045065000 |
| 2001-06-01 | 14.740044956569300 |
| 2001-07-01 | 14.902862855781601 |
| 2001-08-01 | 14.854667806274000 |
| 2001-09-01 | 14.828360870727401 |
| 2001-10-01 | 14.700700884526100 |
| 2001-11-01 | 14.680402442304200 |
| 2001-12-01 | 14.672845258009200 |
| 2002-01-01 | 14.295507456018601 |
| 2002-02-01 | 14.620262502079400 |
| 2002-03-01 | 14.545514430869401 |
| 2002-04-01 | 14.835814959500802 |
| 2002-05-01 | 14.916094426899200 |
| 2002-06-01 | 14.886653126525200 |
| 2002-07-01 | 14.910175330621300 |
| 2002-08-01 | 14.952781760261400 |
| 2002-09-01 | 14.911382360887700 |
| 2002-10-01 | 14.813661503182200 |
| 2002-11-01 | 14.861070487296400 |
| 2002-12-01 | 14.744428588299902 |
| 2003-01-01 | 14.592875564700698 |
| 2003-02-01 | 14.590058949113299 |
| 2003-03-01 | 14.574457523684302 |
| 2003-04-01 | 14.493886951235199 |
| 2003-05-01 | 14.483693594755799 |
| 2003-06-01 | 14.501969066275100 |
| 2003-07-01 | 14.507946660549700 |
| 2003-08-01 | 14.570521072137499 |
| 2003-09-01 | 14.608331734879998 |
| 2003-10-01 | 14.679724821520100 |
| 2003-11-01 | 14.675436622792802 |
| 2003-12-01 | 14.717025081730599 |
| 2004-01-01 | 14.981333366537099 |
| 2004-02-01 | 14.976116388145199 |
| 2004-03-01 | 14.921130921623400 |
| 2004-04-01 | 14.748475206188700 |
| 2004-05-01 | 14.750745535433500 |
| 2004-06-01 | 14.691296621382401 |
| 2004-07-01 | 14.790980181544900 |
| 2004-08-01 | 14.783822825946801 |
| 2004-09-01 | 14.892148870341801 |
| 2004-10-01 | 14.956188698216500 |
| 2004-11-01 | 14.990140841198800 |
| 2004-12-01 | 15.107662409902401 |
| 2005-01-01 | 15.093257556769600 |
| 2005-02-01 | 15.073076886248300 |
| 2005-03-01 | 14.889303252517399 |
| 2005-04-01 | 15.481785409964000 |
| 2005-05-01 | 15.700752245475199 |
| 2005-06-01 | 15.671377130277200 |
| 2005-07-01 | 15.361016416453600 |
| 2005-08-01 | 15.467532983412699 |
| 2005-09-01 | 15.571552770002999 |
| 2005-10-01 | 15.856339956992600 |
| 2005-11-01 | 15.916397548600900 |
| 2005-12-01 | 16.037978330390500 |
| 2006-01-01 | 15.893689437526000 |
| 2006-02-01 | 15.951781425755300 |
| 2006-03-01 | 15.980395155090802 |
| 2006-04-01 | 15.809117467640500 |
| 2006-05-01 | 15.912512436842300 |
| 2006-06-01 | 16.074392622918698 |
| 2006-07-01 | 16.032949384303400 |
| 2006-08-01 | 16.036005922526900 |
| 2006-09-01 | 16.028994909211600 |
| 2006-10-01 | 15.796654288674500 |
| 2006-11-01 | 15.743791332717302 |
| 2006-12-01 | 15.591977964292200 |
| 2007-01-01 | 15.667567431821300 |
| 2007-02-01 | 15.822996557476400 |
| 2007-03-01 | 15.892319951198301 |
| 2007-04-01 | 15.901574557562700 |
| 2007-05-01 | 15.978840630075600 |
| 2007-06-01 | 15.999720427488198 |
| 2007-07-01 | 16.234761829557700 |
| 2007-08-01 | 16.323619074011700 |
| 2007-09-01 | 16.330976145901900 |
| 2007-10-01 | 16.320396906556198 |
| 2007-11-01 | 16.369925907139700 |
| 2007-12-01 | 16.430678595643400 |
| 2008-01-01 | 16.606152659830002 |
| 2008-02-01 | 16.594063423137698 |
| 2008-03-01 | 16.616271022674900 |
| 2008-04-01 | 16.674691138554900 |
| 2008-05-01 | 16.625777636158700 |
| 2008-06-01 | 16.615402106917500 |
| 2008-07-01 | 16.666713602167803 |
| 2008-08-01 | 16.653191990118200 |
| 2008-09-01 | 16.657848866103900 |
| 2008-10-01 | 16.528785548261800 |
| 2008-11-01 | 16.478432647573598 |
| 2008-12-01 | 16.444861008813600 |
| 2009-01-01 | 16.258112648242700 |
| 2009-02-01 | 16.073572004577300 |
| 2009-03-01 | 15.843005044345698 |
| 2009-04-01 | 15.632997163446600 |
| 2009-05-01 | 15.565752714881900 |
| 2009-06-01 | 15.403466803112499 |
| 2009-07-01 | 15.211495549961300 |
| 2009-08-01 | 15.100524253180803 |
| 2009-09-01 | 15.115243514221700 |
| 2009-10-01 | 15.213348169782600 |
| 2009-11-01 | 15.275605740597400 |
| 2009-12-01 | 15.151330795235697 |
| 2010-01-01 | 15.135888474670600 |
| 2010-02-01 | 15.063796854468801 |
| 2010-03-01 | 15.058506898032599 |
| 2010-04-01 | 15.102926611694600 |
| 2010-05-01 | 15.024683549608500 |
| 2010-06-01 | 14.966733532515200 |
| 2010-07-01 | 14.939115287171600 |
| 2010-08-01 | 14.833830559183200 |
| 2010-09-01 | 14.851182725397502 |
| 2010-10-01 | 14.113467788786199 |
| 2010-11-01 | 14.168736537822499 |
| 2010-12-01 | 14.165454266140198 |
| 2011-01-01 | 14.443420865792000 |
| 2011-02-01 | 14.354532220915198 |
| 2011-03-01 | 14.265594301285300 |
| 2011-04-01 | 14.495691106608000 |
| 2011-05-01 | 14.498166373737900 |
| 2011-06-01 | 14.530243493755501 |
| 2011-07-01 | 14.548098755659803 |
| 2011-08-01 | 14.538065885404000 |
| 2011-09-01 | 14.558443944116002 |
| 2011-10-01 | 14.526243066286199 |
| 2011-11-01 | 14.467054606190699 |
| 2011-12-01 | 14.477808406158099 |
| 2012-01-01 | 14.456227928012199 |
| 2012-02-01 | 14.455694694989200 |
| 2012-03-01 | 14.470468552822402 |
| 2012-04-01 | 14.406345448452900 |
| 2012-05-01 | 14.498389805658600 |
| 2012-06-01 | 14.499537105622402 |
| 2012-07-01 | 14.441468387771499 |
| 2012-08-01 | 14.516140486697099 |
| 2012-09-01 | 14.449558374801200 |
| 2012-10-01 | 14.545666441987100 |
| 2012-11-01 | 14.552520548522802 |
| 2012-12-01 | 14.786754723554400 |
| 2013-01-01 | 14.571551662902800 |
| 2013-02-01 | 14.562268789450300 |
| 2013-03-01 | 14.592020477457700 |
| 2013-04-01 | 14.613170021789200 |
| 2013-05-01 | 14.617549610602600 |
| 2013-06-01 | 14.596313506739700 |
| 2013-07-01 | 14.612339850655800 |
| 2013-08-01 | 14.591724520655902 |
| 2013-09-01 | 14.726900700078001 |
| 2013-10-01 | 14.653196826838698 |
| 2013-11-01 | 14.729023550138098 |
| 2013-12-01 | 14.785518481879300 |
| 2014-01-01 | 14.890903412244802 |
| 2014-02-01 | 14.976233901100600 |
| 2014-03-01 | 15.033562387197199 |
| 2014-04-01 | 15.020465049551198 |
| 2014-05-01 | 15.050229624412301 |
| 2014-06-01 | 15.203328277550700 |
| 2014-07-01 | 15.172304513294302 |
| 2014-08-01 | 15.249685582700900 |
| 2014-09-01 | 15.213312573328302 |
| 2014-10-01 | 15.239615305168700 |
| 2014-11-01 | 15.302518437589100 |
| 2014-12-01 | 15.272235438872100 |
| 2015-01-01 | 15.417682296113998 |
| 2015-02-01 | 15.511909932685200 |
| 2015-03-01 | 15.589231428719401 |
| 2015-04-01 | 15.719778055678900 |
| 2015-05-01 | 15.779891750816100 |
| 2015-06-01 | 15.723005325496302 |
| 2015-07-01 | 15.919211209166100 |
| 2015-08-01 | 15.905171213480198 |
| 2015-09-01 | 15.788860769561401 |
| 2015-10-01 | 16.215632456551500 |
| 2015-11-01 | 16.196505031688800 |
| 2015-12-01 | 16.344983383786100 |
| 2016-01-01 | 16.157568928243400 |
| 2016-02-01 | 16.360453857868200 |
| 2016-03-01 | 16.336155918676400 |
| 2016-04-01 | 16.635228435515000 |
| 2016-05-01 | 16.499519953602800 |
| 2016-06-01 | 16.312105007497300 |
| 2016-07-01 | 16.580527840817197 |
| 2016-08-01 | 16.648651380988200 |
| 2016-09-01 | 16.869839738109200 |
| 2016-10-01 | 16.684288740771600 |
| 2016-11-01 | 16.717660008147000 |
| 2016-12-01 | 16.732484040985998 |
| 2017-01-01 | 16.703072416692400 |
| 2017-02-01 | 16.607325685525400 |
| 2017-03-01 | 16.653435754704500 |
| 2017-04-01 | 16.656987678978800 |
| 2017-05-01 | 16.594663059379900 |
| 2017-06-01 | 16.690488223983200 |
| 2017-07-01 | 16.742364166550400 |
| 2017-08-01 | 16.814941744214497 |
| 2017-09-01 | 16.851156419093800 |
| 2017-10-01 | 16.873312215538600 |
| 2017-11-01 | 16.949427860037300 |
| 2017-12-01 | 17.037261678015000 |
| 2018-01-01 | 17.151235017422000 |
| 2018-02-01 | 17.222180261065400 |
| 2018-03-01 | 17.348722286564400 |
| 2018-04-01 | 17.482383806424000 |
| 2018-05-01 | 17.558033846958100 |
| 2018-06-01 | 17.651463266572200 |
| 2018-07-01 | 17.928978338624400 |
| 2018-08-01 | 17.809864922461700 |
| 2018-09-01 | 17.861818375167800 |
| 2018-10-01 | 17.972132574667000 |
| 2018-11-01 | 17.882395997130900 |
| 2018-12-01 | 17.855122503346802 |
| 2019-01-01 | 17.972233526288500 |
| 2019-02-01 | 18.104441114007198 |
| 2019-03-01 | 18.124742371091603 |
| 2019-04-01 | 18.088366034591697 |
| 2019-05-01 | 18.213374294612000 |
| 2019-06-01 | 18.239772502428398 |
| 2019-07-01 | 18.322389869968500 |
| 2019-08-01 | 18.353023188856600 |
| 2019-09-01 | 18.394597323183500 |
| 2019-10-01 | 18.290199139008200 |
| 2019-11-01 | 18.389505733713100 |
| 2019-12-01 | 18.346334737555498 |
| 2020-01-01 | 18.168464190969104 |
| 2020-02-01 | 18.267220611690500 |
| 2020-03-01 | 18.298953313775400 |
| 2020-04-01 | 16.870769590824200 |
| 2020-05-01 | 16.998852469919697 |
| 2020-06-01 | 17.032274118558500 |
| 2020-07-01 | 16.936624798741800 |
| 2020-08-01 | 17.026534029754000 |
| 2020-09-01 | 16.957632410533700 |
| 2020-10-01 | 16.983186787201902 |
| 2020-11-01 | 16.980882535512400 |
| 2020-12-01 | 17.028955461788600 |
| 2021-01-01 | 17.229791556480700 |
| 2021-02-01 | 17.214339971537500 |
| 2021-03-01 | 17.276707804656600 |
| 2021-04-01 | 17.344826128054900 |
| 2021-05-01 | 17.331118416243000 |
| 2021-06-01 | 17.248488717647600 |
| 2021-07-01 | 17.446035591686000 |
| 2021-08-01 | 17.401521103228800 |
| 2021-09-01 | 17.307792857296800 |
| 2021-10-01 | 17.679169494046600 |
| 2021-11-01 | 17.960258365232800 |
| 2021-12-01 | 17.887958037234700 |
| 2022-01-01 | 17.696726870928000 |
| 2022-02-01 | 17.754899171552697 |
| 2022-03-01 | 17.766437512828396 |
| 2022-04-01 | 17.743281394957400 |
| 2022-05-01 | 17.679241490941700 |
| 2022-06-01 | 17.758382679913300 |
| 2022-07-01 | 17.464076007758400 |
| 2022-08-01 | 17.534156312966598 |
| 2022-09-01 | 17.543733864271000 |
| 2022-10-01 | 17.669754860415303 |
| 2022-11-01 | 17.646156112492100 |
| 2022-12-01 | 17.470745866242098 |
| 2023-01-01 | 16.754842966840900 |
| 2023-02-01 | 16.708841515127002 |
| 2023-03-01 | 16.368074554751900 |
| 2023-04-01 | 16.657289829289400 |
| 2023-05-01 | 16.605103341451400 |
| 2023-06-01 | 16.689784996315502 |
| 2023-07-01 | 16.679569627902000 |
| 2023-08-01 | 16.721871954099200 |
| 2023-09-01 | 16.736445614354500 |
| 2023-10-01 | 16.692100093411800 |
| 2023-11-01 | 16.747516138844300 |
| 2023-12-01 | 16.949408238343302 |
| 2024-01-01 | 17.032244415238700 |
| 2024-02-01 | 17.187192649602302 |
| 2024-03-01 | 17.169565504746302 |
| 2024-04-01 | 17.177869126336000 |
| 2024-05-01 | 17.303811346142200 |
| 2024-06-01 | 17.317277711635200 |
| 2024-07-01 | 17.494098779337200 |
| 2024-08-01 | 17.593273035982000 |
| 2024-09-01 | 17.625146389174603 |
| 2024-10-01 | 17.709263760457300 |
