Table Data - All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Los Angeles-Long Beach-Glendale, CA (MD)
| Title | All Employees: Professional and Business Services: Professional, Scientific, and Technical Services in Los Angeles-Long Beach-Glendale, CA (MD) |
|---|---|
| Series ID | SMU06310846054000001SA |
| 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 2026-05-01 |
| Last Updated | 2026-06-24 10:48 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 | 241.237944335058 |
| 1990-02-01 | 240.424452553277 |
| 1990-03-01 | 240.196755076636 |
| 1990-04-01 | 241.765465825087 |
| 1990-05-01 | 240.089940024184 |
| 1990-06-01 | 241.264412736032 |
| 1990-07-01 | 243.040502980551 |
| 1990-08-01 | 242.091946558067 |
| 1990-09-01 | 239.634110512045 |
| 1990-10-01 | 242.774025966512 |
| 1990-11-01 | 242.792247237944 |
| 1990-12-01 | 241.639237789346 |
| 1991-01-01 | 241.504436082152 |
| 1991-02-01 | 241.260443052502 |
| 1991-03-01 | 238.548709297457 |
| 1991-04-01 | 238.333198355611 |
| 1991-05-01 | 239.816712509940 |
| 1991-06-01 | 236.905332479456 |
| 1991-07-01 | 237.153385703208 |
| 1991-08-01 | 239.903912452980 |
| 1991-09-01 | 236.634837327766 |
| 1991-10-01 | 233.419065543375 |
| 1991-11-01 | 232.473417424970 |
| 1991-12-01 | 230.867923736354 |
| 1992-01-01 | 219.738816859003 |
| 1992-02-01 | 223.333007780072 |
| 1992-03-01 | 220.732204897744 |
| 1992-04-01 | 218.435310064661 |
| 1992-05-01 | 217.820155409694 |
| 1992-06-01 | 218.619999018663 |
| 1992-07-01 | 216.214333876651 |
| 1992-08-01 | 214.898484126431 |
| 1992-09-01 | 212.049766190492 |
| 1992-10-01 | 216.251937607807 |
| 1992-11-01 | 217.036243154021 |
| 1992-12-01 | 214.359651862746 |
| 1993-01-01 | 213.080464079807 |
| 1993-02-01 | 211.810645772597 |
| 1993-03-01 | 208.465242022095 |
| 1993-04-01 | 212.362033079591 |
| 1993-05-01 | 212.085830005330 |
| 1993-06-01 | 211.143033739676 |
| 1993-07-01 | 211.700149557451 |
| 1993-08-01 | 211.419446786704 |
| 1993-09-01 | 210.500580508741 |
| 1993-10-01 | 210.191060006612 |
| 1993-11-01 | 210.331570662208 |
| 1993-12-01 | 210.710430848359 |
| 1994-01-01 | 209.888901653397 |
| 1994-02-01 | 208.887244527236 |
| 1994-03-01 | 208.942259333454 |
| 1994-04-01 | 208.262511877878 |
| 1994-05-01 | 204.890804324157 |
| 1994-06-01 | 205.952459632455 |
| 1994-07-01 | 205.116255796491 |
| 1994-08-01 | 205.810634665559 |
| 1994-09-01 | 206.519493566400 |
| 1994-10-01 | 205.303977589678 |
| 1994-11-01 | 205.980561914593 |
| 1994-12-01 | 206.266725068731 |
| 1995-01-01 | 208.268442018514 |
| 1995-02-01 | 208.912725904953 |
| 1995-03-01 | 208.369356631803 |
| 1995-04-01 | 206.898424304772 |
| 1995-05-01 | 206.954036880356 |
| 1995-06-01 | 208.730530937415 |
| 1995-07-01 | 207.719015880994 |
| 1995-08-01 | 208.344477298746 |
| 1995-09-01 | 209.484114272093 |
| 1995-10-01 | 209.121442854350 |
| 1995-11-01 | 209.632709050308 |
| 1995-12-01 | 208.634660098223 |
| 1996-01-01 | 206.612854976004 |
| 1996-02-01 | 207.628083672499 |
| 1996-03-01 | 207.656962107102 |
| 1996-04-01 | 204.226992903095 |
| 1996-05-01 | 206.776036276261 |
| 1996-06-01 | 205.701634359869 |
| 1996-07-01 | 207.578925379619 |
| 1996-08-01 | 208.404079204062 |
| 1996-09-01 | 207.729606854494 |
| 1996-10-01 | 207.577325614625 |
| 1996-11-01 | 208.283639928561 |
| 1996-12-01 | 205.918765139169 |
| 1997-01-01 | 209.864473680843 |
| 1997-02-01 | 211.284224669309 |
| 1997-03-01 | 211.157404407323 |
| 1997-04-01 | 214.947634085284 |
| 1997-05-01 | 216.688124508671 |
| 1997-06-01 | 217.090474974149 |
| 1997-07-01 | 216.073092528509 |
| 1997-08-01 | 216.607371484929 |
| 1997-09-01 | 215.219500045744 |
| 1997-10-01 | 219.215561682284 |
| 1997-11-01 | 218.544260869693 |
| 1997-12-01 | 217.299218106782 |
| 1998-01-01 | 222.649617491075 |
| 1998-02-01 | 224.166521608574 |
| 1998-03-01 | 227.074173520641 |
| 1998-04-01 | 230.806023575488 |
| 1998-05-01 | 223.547326802759 |
| 1998-06-01 | 226.889409138888 |
| 1998-07-01 | 229.199371009192 |
| 1998-08-01 | 227.048835617820 |
| 1998-09-01 | 227.067178089916 |
| 1998-10-01 | 224.937055411765 |
| 1998-11-01 | 225.684303211522 |
| 1998-12-01 | 224.162909098348 |
| 1999-01-01 | 223.754129466640 |
| 1999-02-01 | 218.575026929974 |
| 1999-03-01 | 216.634974275337 |
| 1999-04-01 | 219.675633578313 |
| 1999-05-01 | 218.862685373264 |
| 1999-06-01 | 221.111671697015 |
| 1999-07-01 | 222.251128088689 |
| 1999-08-01 | 222.637266661903 |
| 1999-09-01 | 223.950976252051 |
| 1999-10-01 | 222.195385720947 |
| 1999-11-01 | 222.831411137632 |
| 1999-12-01 | 224.243982544205 |
| 2000-01-01 | 222.356821135511 |
| 2000-02-01 | 223.511600828951 |
| 2000-03-01 | 221.970109930510 |
| 2000-04-01 | 223.708696549170 |
| 2000-05-01 | 223.129601170885 |
| 2000-06-01 | 224.999726156343 |
| 2000-07-01 | 224.635363862773 |
| 2000-08-01 | 225.709422079943 |
| 2000-09-01 | 226.732511702212 |
| 2000-10-01 | 228.737258298032 |
| 2000-11-01 | 229.316236149170 |
| 2000-12-01 | 230.071547268001 |
| 2001-01-01 | 230.961598212838 |
| 2001-02-01 | 230.131092451829 |
| 2001-03-01 | 231.443509367784 |
| 2001-04-01 | 230.438932803074 |
| 2001-05-01 | 232.427654126230 |
| 2001-06-01 | 230.709636292822 |
| 2001-07-01 | 229.385371933969 |
| 2001-08-01 | 230.420126937376 |
| 2001-09-01 | 228.384398830074 |
| 2001-10-01 | 229.938159478735 |
| 2001-11-01 | 229.623371452162 |
| 2001-12-01 | 228.372386608890 |
| 2002-01-01 | 227.522197903065 |
| 2002-02-01 | 229.279902289424 |
| 2002-03-01 | 229.152934123200 |
| 2002-04-01 | 230.179664068102 |
| 2002-05-01 | 227.827006855992 |
| 2002-06-01 | 226.778635046566 |
| 2002-07-01 | 226.833897959009 |
| 2002-08-01 | 226.977926229066 |
| 2002-09-01 | 227.543491074044 |
| 2002-10-01 | 226.793078102957 |
| 2002-11-01 | 226.885075685612 |
| 2002-12-01 | 226.502116080238 |
| 2003-01-01 | 228.851534669466 |
| 2003-02-01 | 228.653263927881 |
| 2003-03-01 | 231.417141739759 |
| 2003-04-01 | 230.175744663835 |
| 2003-05-01 | 229.448499153281 |
| 2003-06-01 | 229.602752491022 |
| 2003-07-01 | 229.323737648061 |
| 2003-08-01 | 228.877324395076 |
| 2003-09-01 | 229.089107564915 |
| 2003-10-01 | 229.380874321219 |
| 2003-11-01 | 229.119059024613 |
| 2003-12-01 | 229.978848457117 |
| 2004-01-01 | 228.707177314293 |
| 2004-02-01 | 228.658261795005 |
| 2004-03-01 | 229.568596709263 |
| 2004-04-01 | 231.073588846331 |
| 2004-05-01 | 232.040766887135 |
| 2004-06-01 | 232.602855521411 |
| 2004-07-01 | 234.407779293107 |
| 2004-08-01 | 234.743398824992 |
| 2004-09-01 | 235.728274511104 |
| 2004-10-01 | 236.704747589682 |
| 2004-11-01 | 237.705881068457 |
| 2004-12-01 | 238.716819277736 |
| 2005-01-01 | 241.760286808222 |
| 2005-02-01 | 241.534079149934 |
| 2005-03-01 | 241.155804840068 |
| 2005-04-01 | 242.846444954869 |
| 2005-05-01 | 244.341623485150 |
| 2005-06-01 | 245.075669612114 |
| 2005-07-01 | 246.561729940879 |
| 2005-08-01 | 247.640674740293 |
| 2005-09-01 | 249.442817810673 |
| 2005-10-01 | 249.779977207539 |
| 2005-11-01 | 251.046152381810 |
| 2005-12-01 | 251.926823880233 |
| 2006-01-01 | 253.707675061026 |
| 2006-02-01 | 255.046234283024 |
| 2006-03-01 | 255.223288767248 |
| 2006-04-01 | 256.373370809775 |
| 2006-05-01 | 254.511332640555 |
| 2006-06-01 | 258.502763919302 |
| 2006-07-01 | 259.576851949964 |
| 2006-08-01 | 260.918685185531 |
| 2006-09-01 | 261.591453408729 |
| 2006-10-01 | 262.329981210429 |
| 2006-11-01 | 262.912290339692 |
| 2006-12-01 | 263.365669049840 |
| 2007-01-01 | 264.404777600900 |
| 2007-02-01 | 266.004780249560 |
| 2007-03-01 | 266.596442769384 |
| 2007-04-01 | 266.882252661552 |
| 2007-05-01 | 267.637746261318 |
| 2007-06-01 | 269.315103546587 |
| 2007-07-01 | 268.458679726039 |
| 2007-08-01 | 269.108402754180 |
| 2007-09-01 | 268.289131008266 |
| 2007-10-01 | 268.327751401495 |
| 2007-11-01 | 268.131226468745 |
| 2007-12-01 | 271.132901227850 |
| 2008-01-01 | 263.217707729011 |
| 2008-02-01 | 265.863103779279 |
| 2008-03-01 | 266.201247476160 |
| 2008-04-01 | 268.261152999459 |
| 2008-05-01 | 265.923139370371 |
| 2008-06-01 | 264.222307986919 |
| 2008-07-01 | 263.937954592729 |
| 2008-08-01 | 262.456743909139 |
| 2008-09-01 | 261.772768094803 |
| 2008-10-01 | 259.709671177050 |
| 2008-11-01 | 257.526831625786 |
| 2008-12-01 | 257.050457535765 |
| 2009-01-01 | 255.652299623908 |
| 2009-02-01 | 252.493009228329 |
| 2009-03-01 | 250.359015201916 |
| 2009-04-01 | 246.445029419251 |
| 2009-05-01 | 244.305235616998 |
| 2009-06-01 | 242.896409333564 |
| 2009-07-01 | 239.473762520244 |
| 2009-08-01 | 238.555178742655 |
| 2009-09-01 | 237.012741815666 |
| 2009-10-01 | 238.528506737443 |
| 2009-11-01 | 238.603436977381 |
| 2009-12-01 | 237.045750501448 |
| 2010-01-01 | 236.034691420153 |
| 2010-02-01 | 236.744960595972 |
| 2010-03-01 | 236.641103205093 |
| 2010-04-01 | 239.989932528626 |
| 2010-05-01 | 237.678593262231 |
| 2010-06-01 | 238.211162414496 |
| 2010-07-01 | 238.071314307926 |
| 2010-08-01 | 237.953616519778 |
| 2010-09-01 | 236.476743428039 |
| 2010-10-01 | 240.090832907295 |
| 2010-11-01 | 240.728895599634 |
| 2010-12-01 | 240.953221646149 |
| 2011-01-01 | 242.898734044022 |
| 2011-02-01 | 244.392449265744 |
| 2011-03-01 | 244.405167366940 |
| 2011-04-01 | 244.833019338019 |
| 2011-05-01 | 244.013876596263 |
| 2011-06-01 | 245.081342701547 |
| 2011-07-01 | 249.729011173616 |
| 2011-08-01 | 250.520081002572 |
| 2011-09-01 | 251.935089241991 |
| 2011-10-01 | 250.063114519287 |
| 2011-11-01 | 251.869636587617 |
| 2011-12-01 | 252.737481463453 |
| 2012-01-01 | 252.944121349910 |
| 2012-02-01 | 254.411448261390 |
| 2012-03-01 | 256.318705669084 |
| 2012-04-01 | 257.814138755018 |
| 2012-05-01 | 259.871955144303 |
| 2012-06-01 | 260.878741110945 |
| 2012-07-01 | 261.686946879571 |
| 2012-08-01 | 262.735949410590 |
| 2012-09-01 | 264.033041570976 |
| 2012-10-01 | 264.868459447020 |
| 2012-11-01 | 265.369639164784 |
| 2012-12-01 | 266.962215530311 |
| 2013-01-01 | 263.940367976289 |
| 2013-02-01 | 265.596920108929 |
| 2013-03-01 | 267.769316457124 |
| 2013-04-01 | 269.382782947859 |
| 2013-05-01 | 269.287972433217 |
| 2013-06-01 | 269.328103487317 |
| 2013-07-01 | 270.765786110163 |
| 2013-08-01 | 271.610546471296 |
| 2013-09-01 | 272.412064126068 |
| 2013-10-01 | 272.652313917673 |
| 2013-11-01 | 271.769459548627 |
| 2013-12-01 | 272.394872558564 |
| 2014-01-01 | 273.720243792677 |
| 2014-02-01 | 274.521842095595 |
| 2014-03-01 | 274.411026564844 |
| 2014-04-01 | 271.575844891363 |
| 2014-05-01 | 271.124052223029 |
| 2014-06-01 | 271.014603040269 |
| 2014-07-01 | 267.626906529377 |
| 2014-08-01 | 268.678708526019 |
| 2014-09-01 | 267.255386410292 |
| 2014-10-01 | 263.760198154202 |
| 2014-11-01 | 266.139558858679 |
| 2014-12-01 | 266.658162260372 |
| 2015-01-01 | 266.515323918413 |
| 2015-02-01 | 267.178267003880 |
| 2015-03-01 | 266.973729998495 |
| 2015-04-01 | 270.831668668428 |
| 2015-05-01 | 269.354674357102 |
| 2015-06-01 | 269.095607626434 |
| 2015-07-01 | 271.382189329659 |
| 2015-08-01 | 270.294416393226 |
| 2015-09-01 | 269.426420048475 |
| 2015-10-01 | 271.726409872182 |
| 2015-11-01 | 272.837821689963 |
| 2015-12-01 | 270.204283069929 |
| 2016-01-01 | 274.390905299168 |
| 2016-02-01 | 275.429525658071 |
| 2016-03-01 | 272.829594424291 |
| 2016-04-01 | 274.263113200396 |
| 2016-05-01 | 274.729025544961 |
| 2016-06-01 | 273.126061909299 |
| 2016-07-01 | 275.830991833939 |
| 2016-08-01 | 276.794366018922 |
| 2016-09-01 | 277.379219726693 |
| 2016-10-01 | 276.920662563780 |
| 2016-11-01 | 278.550071661316 |
| 2016-12-01 | 276.985850589282 |
| 2017-01-01 | 278.135873317827 |
| 2017-02-01 | 278.861888069300 |
| 2017-03-01 | 279.929866698920 |
| 2017-04-01 | 280.570187195543 |
| 2017-05-01 | 281.628988601890 |
| 2017-06-01 | 283.092013114399 |
| 2017-07-01 | 283.451847439220 |
| 2017-08-01 | 284.425221324538 |
| 2017-09-01 | 284.821715762783 |
| 2017-10-01 | 284.677385031976 |
| 2017-11-01 | 284.317455972672 |
| 2017-12-01 | 286.027272373083 |
| 2018-01-01 | 287.802598402006 |
| 2018-02-01 | 286.216933658394 |
| 2018-03-01 | 287.837228474038 |
| 2018-04-01 | 288.863441192919 |
| 2018-05-01 | 288.373073084518 |
| 2018-06-01 | 291.823138223340 |
| 2018-07-01 | 292.150999457743 |
| 2018-08-01 | 291.808315339420 |
| 2018-09-01 | 293.590237572815 |
| 2018-10-01 | 296.447718612780 |
| 2018-11-01 | 295.779611044084 |
| 2018-12-01 | 297.034124751565 |
| 2019-01-01 | 296.266733347156 |
| 2019-02-01 | 298.865826321212 |
| 2019-03-01 | 299.227086300711 |
| 2019-04-01 | 298.827517681017 |
| 2019-05-01 | 298.479118845240 |
| 2019-06-01 | 300.021965691782 |
| 2019-07-01 | 301.697468929433 |
| 2019-08-01 | 302.430232005273 |
| 2019-09-01 | 302.604270923347 |
| 2019-10-01 | 304.075620275690 |
| 2019-11-01 | 307.265493882148 |
| 2019-12-01 | 307.613544848355 |
| 2020-01-01 | 307.924774830092 |
| 2020-02-01 | 311.613900897896 |
| 2020-03-01 | 306.697605375271 |
| 2020-04-01 | 274.761344917718 |
| 2020-05-01 | 279.270076381258 |
| 2020-06-01 | 280.772769691674 |
| 2020-07-01 | 280.506181251307 |
| 2020-08-01 | 282.044269819105 |
| 2020-09-01 | 282.062757225571 |
| 2020-10-01 | 289.378058766401 |
| 2020-11-01 | 288.899347212322 |
| 2020-12-01 | 290.341188411182 |
| 2021-01-01 | 291.648447936502 |
| 2021-02-01 | 292.147023587605 |
| 2021-03-01 | 293.959012569286 |
| 2021-04-01 | 295.915152725807 |
| 2021-05-01 | 298.419505442385 |
| 2021-06-01 | 297.390440701139 |
| 2021-07-01 | 301.373881366654 |
| 2021-08-01 | 302.810600880447 |
| 2021-09-01 | 302.629661313201 |
| 2021-10-01 | 308.949623258100 |
| 2021-11-01 | 310.452408987809 |
| 2021-12-01 | 311.859732285923 |
| 2022-01-01 | 311.247552414696 |
| 2022-02-01 | 315.497533965553 |
| 2022-03-01 | 319.451381512913 |
| 2022-04-01 | 320.577833902955 |
| 2022-05-01 | 321.999104145190 |
| 2022-06-01 | 322.524275061963 |
| 2022-07-01 | 319.103000863227 |
| 2022-08-01 | 320.120744155817 |
| 2022-09-01 | 322.095113390444 |
| 2022-10-01 | 319.532267168524 |
| 2022-11-01 | 319.315686160406 |
| 2022-12-01 | 322.625718509763 |
| 2023-01-01 | 317.987907452024 |
| 2023-02-01 | 315.775921913310 |
| 2023-03-01 | 315.683950879008 |
| 2023-04-01 | 317.073630750112 |
| 2023-05-01 | 316.867202584692 |
| 2023-06-01 | 318.311153857029 |
| 2023-07-01 | 316.774911273642 |
| 2023-08-01 | 315.774083554493 |
| 2023-09-01 | 316.170326864460 |
| 2023-10-01 | 315.571598420701 |
| 2023-11-01 | 313.152956531797 |
| 2023-12-01 | 319.155994151180 |
| 2024-01-01 | 322.408863680602 |
| 2024-02-01 | 320.609385377141 |
| 2024-03-01 | 318.743795190814 |
| 2024-04-01 | 311.733459455401 |
| 2024-05-01 | 311.459684837176 |
| 2024-06-01 | 313.275382634853 |
| 2024-07-01 | 317.605692285038 |
| 2024-08-01 | 317.272321883638 |
| 2024-09-01 | 317.960156462748 |
| 2024-10-01 | 322.609609466993 |
| 2024-11-01 | 321.431439449608 |
| 2024-12-01 | 319.080401557674 |
| 2025-01-01 | 322.426564666857 |
| 2025-02-01 | 322.096541844786 |
| 2025-03-01 | 322.424982471940 |
| 2025-04-01 | 324.283463860660 |
| 2025-05-01 | 325.310656511895 |
| 2025-06-01 | 324.242654033761 |
| 2025-07-01 | 324.689637519803 |
| 2025-08-01 | 328.343846725866 |
| 2025-09-01 | 324.766080849895 |
| 2025-10-01 | 323.636278712164 |
| 2025-11-01 | 322.867197919363 |
| 2025-12-01 | 321.673124262976 |
| 2026-01-01 | 322.612749015849 |
| 2026-02-01 | 323.222123874150 |
| 2026-03-01 | 321.789810332176 |
| 2026-04-01 | 321.124595866938 |
| 2026-05-01 | 321.802651583564 |