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 2026-07-01 |
| Last Updated | 2026-08-21 7:25 PM 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 | 241.184457231577 |
| 1990-02-01 | 240.434324571755 |
| 1990-03-01 | 240.229846775739 |
| 1990-04-01 | 241.806740416449 |
| 1990-05-01 | 240.101460051962 |
| 1990-06-01 | 241.247910672705 |
| 1990-07-01 | 243.042584796872 |
| 1990-08-01 | 242.115058659189 |
| 1990-09-01 | 239.642730706361 |
| 1990-10-01 | 242.769929935447 |
| 1990-11-01 | 242.755641349757 |
| 1990-12-01 | 241.606646632653 |
| 1991-01-01 | 241.464128821554 |
| 1991-02-01 | 241.282127608952 |
| 1991-03-01 | 238.580306954923 |
| 1991-04-01 | 238.363576015651 |
| 1991-05-01 | 239.821268863201 |
| 1991-06-01 | 236.890306528728 |
| 1991-07-01 | 237.153672278936 |
| 1991-08-01 | 239.915179041202 |
| 1991-09-01 | 236.637243846010 |
| 1991-10-01 | 233.427980394139 |
| 1991-11-01 | 232.463809131901 |
| 1991-12-01 | 230.842778626267 |
| 1992-01-01 | 219.707362552615 |
| 1992-02-01 | 223.339918269883 |
| 1992-03-01 | 220.744626449239 |
| 1992-04-01 | 218.451787325778 |
| 1992-05-01 | 217.832378106119 |
| 1992-06-01 | 218.622022765857 |
| 1992-07-01 | 216.218570037147 |
| 1992-08-01 | 214.899189342553 |
| 1992-09-01 | 212.038363527339 |
| 1992-10-01 | 216.251455940995 |
| 1992-11-01 | 217.047656198538 |
| 1992-12-01 | 214.364650502829 |
| 1993-01-01 | 213.059388780760 |
| 1993-02-01 | 211.787412404118 |
| 1993-03-01 | 208.445897695861 |
| 1993-04-01 | 212.364428458325 |
| 1993-05-01 | 212.116718925929 |
| 1993-06-01 | 211.178370917162 |
| 1993-07-01 | 211.716258431410 |
| 1993-08-01 | 211.406610871861 |
| 1993-09-01 | 210.475626903522 |
| 1993-10-01 | 210.181457548810 |
| 1993-11-01 | 210.341238260519 |
| 1993-12-01 | 210.722178833816 |
| 1994-01-01 | 209.883405725859 |
| 1994-02-01 | 208.866430535096 |
| 1994-03-01 | 208.922887749495 |
| 1994-04-01 | 208.261919205660 |
| 1994-05-01 | 204.914107701801 |
| 1994-06-01 | 205.978984177051 |
| 1994-07-01 | 205.122646180142 |
| 1994-08-01 | 205.797916709922 |
| 1994-09-01 | 206.500678299975 |
| 1994-10-01 | 205.296922055943 |
| 1994-11-01 | 205.997318813190 |
| 1994-12-01 | 206.294445871333 |
| 1995-01-01 | 208.275518679165 |
| 1995-02-01 | 208.889663407512 |
| 1995-03-01 | 208.336296741526 |
| 1995-04-01 | 206.882446529904 |
| 1995-05-01 | 206.964046790369 |
| 1995-06-01 | 208.750907517034 |
| 1995-07-01 | 207.724779618765 |
| 1995-08-01 | 208.335376940390 |
| 1995-09-01 | 209.481042320388 |
| 1995-10-01 | 209.134566774310 |
| 1995-11-01 | 209.653232655296 |
| 1995-12-01 | 208.645013926709 |
| 1996-01-01 | 206.603840415030 |
| 1996-02-01 | 207.608728794874 |
| 1996-03-01 | 207.643235087814 |
| 1996-04-01 | 204.230298240740 |
| 1996-05-01 | 206.788527846075 |
| 1996-06-01 | 205.699785503218 |
| 1996-07-01 | 207.559947963955 |
| 1996-08-01 | 208.387653370027 |
| 1996-09-01 | 207.730892979713 |
| 1996-10-01 | 207.598604386162 |
| 1996-11-01 | 208.310244242881 |
| 1996-12-01 | 205.929473134631 |
| 1997-01-01 | 209.853769579502 |
| 1997-02-01 | 211.266346909750 |
| 1997-03-01 | 211.153008886994 |
| 1997-04-01 | 214.959893185184 |
| 1997-05-01 | 216.704435248344 |
| 1997-06-01 | 217.084985137996 |
| 1997-07-01 | 216.043518125008 |
| 1997-08-01 | 216.583736868820 |
| 1997-09-01 | 215.224683284075 |
| 1997-10-01 | 219.238241559703 |
| 1997-11-01 | 218.552816440050 |
| 1997-12-01 | 217.286255173537 |
| 1998-01-01 | 222.639001055799 |
| 1998-02-01 | 224.180840867923 |
| 1998-03-01 | 227.112208892973 |
| 1998-04-01 | 230.834734626240 |
| 1998-05-01 | 223.537183296497 |
| 1998-06-01 | 226.846933374087 |
| 1998-07-01 | 229.158370143452 |
| 1998-08-01 | 227.044320079717 |
| 1998-09-01 | 227.092063876516 |
| 1998-10-01 | 224.959082621303 |
| 1998-11-01 | 225.675976898472 |
| 1998-12-01 | 224.139083853593 |
| 1999-01-01 | 223.749833681783 |
| 1999-02-01 | 218.599276014155 |
| 1999-03-01 | 216.667409073698 |
| 1999-04-01 | 219.690259305914 |
| 1999-05-01 | 218.845806380065 |
| 1999-06-01 | 221.080319137052 |
| 1999-07-01 | 222.229838657589 |
| 1999-08-01 | 222.639852111820 |
| 1999-09-01 | 223.975064070653 |
| 1999-10-01 | 222.216194874682 |
| 1999-11-01 | 222.825522293409 |
| 1999-12-01 | 224.214956849683 |
| 2000-01-01 | 222.335800972857 |
| 2000-02-01 | 223.521028210572 |
| 2000-03-01 | 221.995726740241 |
| 2000-04-01 | 223.726526702711 |
| 2000-05-01 | 223.127235964070 |
| 2000-06-01 | 224.985991413261 |
| 2000-07-01 | 224.631611146690 |
| 2000-08-01 | 225.718032980499 |
| 2000-09-01 | 226.742488130871 |
| 2000-10-01 | 228.736235017546 |
| 2000-11-01 | 229.299979869127 |
| 2000-12-01 | 230.053038677559 |
| 2001-01-01 | 230.952180550565 |
| 2001-02-01 | 230.136389613810 |
| 2001-03-01 | 231.453224578420 |
| 2001-04-01 | 230.444809178536 |
| 2001-05-01 | 232.432459261587 |
| 2001-06-01 | 230.719486306034 |
| 2001-07-01 | 229.398499512315 |
| 2001-08-01 | 230.425757220356 |
| 2001-09-01 | 228.379427005146 |
| 2001-10-01 | 229.923762051997 |
| 2001-11-01 | 229.604496436521 |
| 2001-12-01 | 228.362522347331 |
| 2002-01-01 | 227.528533372485 |
| 2002-02-01 | 229.295633154068 |
| 2002-03-01 | 229.158324658447 |
| 2002-04-01 | 230.168454975446 |
| 2002-05-01 | 227.811674143017 |
| 2002-06-01 | 226.781006427957 |
| 2002-07-01 | 226.855285535161 |
| 2002-08-01 | 226.995526697219 |
| 2002-09-01 | 227.540546417119 |
| 2002-10-01 | 226.776976063026 |
| 2002-11-01 | 226.873955674892 |
| 2002-12-01 | 226.509486017507 |
| 2003-01-01 | 228.870927117354 |
| 2003-02-01 | 228.661882206328 |
| 2003-03-01 | 231.400062395066 |
| 2003-04-01 | 230.146912597967 |
| 2003-05-01 | 229.432236711376 |
| 2003-06-01 | 229.613776384886 |
| 2003-07-01 | 229.348952204879 |
| 2003-08-01 | 228.888347779822 |
| 2003-09-01 | 229.080908860428 |
| 2003-10-01 | 229.371736571299 |
| 2003-11-01 | 229.125718559481 |
| 2003-12-01 | 229.994491188682 |
| 2004-01-01 | 228.717110927913 |
| 2004-02-01 | 228.650397348204 |
| 2004-03-01 | 229.548300762578 |
| 2004-04-01 | 231.059696249906 |
| 2004-05-01 | 232.045082410082 |
| 2004-06-01 | 232.615249544014 |
| 2004-07-01 | 234.415522306435 |
| 2004-08-01 | 234.735419546584 |
| 2004-09-01 | 235.710995521540 |
| 2004-10-01 | 236.698472166640 |
| 2004-11-01 | 237.715983876265 |
| 2004-12-01 | 238.732883125026 |
| 2005-01-01 | 241.770319235592 |
| 2005-02-01 | 241.532700769004 |
| 2005-03-01 | 241.153269310372 |
| 2005-04-01 | 242.849201656740 |
| 2005-05-01 | 244.351536517220 |
| 2005-06-01 | 245.078445898174 |
| 2005-07-01 | 246.545539062819 |
| 2005-08-01 | 247.612619881357 |
| 2005-09-01 | 249.422842943518 |
| 2005-10-01 | 249.788643677970 |
| 2005-11-01 | 251.073008698330 |
| 2005-12-01 | 251.941360576553 |
| 2006-01-01 | 253.702700371676 |
| 2006-02-01 | 255.035811131198 |
| 2006-03-01 | 255.227235735213 |
| 2006-04-01 | 256.389422227818 |
| 2006-05-01 | 254.521823011477 |
| 2006-06-01 | 258.497876385053 |
| 2006-07-01 | 259.561202593766 |
| 2006-08-01 | 260.902643622541 |
| 2006-09-01 | 261.582625351924 |
| 2006-10-01 | 262.332365389543 |
| 2006-11-01 | 262.922013655318 |
| 2006-12-01 | 263.369654580675 |
| 2007-01-01 | 264.401368615886 |
| 2007-02-01 | 266.006429637831 |
| 2007-03-01 | 266.605872178008 |
| 2007-04-01 | 266.891107287191 |
| 2007-05-01 | 267.634640790433 |
| 2007-06-01 | 269.306350216408 |
| 2007-07-01 | 268.454369387388 |
| 2007-08-01 | 269.107273630998 |
| 2007-09-01 | 268.290361847436 |
| 2007-10-01 | 268.332005814271 |
| 2007-11-01 | 268.140953251884 |
| 2007-12-01 | 271.136197228016 |
| 2008-01-01 | 263.203156000232 |
| 2008-02-01 | 265.847998381443 |
| 2008-03-01 | 266.197286811404 |
| 2008-04-01 | 268.271855998552 |
| 2008-05-01 | 265.930543634139 |
| 2008-06-01 | 264.219902016042 |
| 2008-07-01 | 263.939974871891 |
| 2008-08-01 | 262.466244224907 |
| 2008-09-01 | 261.779502784528 |
| 2008-10-01 | 259.702961455401 |
| 2008-11-01 | 257.514673131966 |
| 2008-12-01 | 257.047876635064 |
| 2009-01-01 | 255.654769899962 |
| 2009-02-01 | 252.500353363568 |
| 2009-03-01 | 250.363612218470 |
| 2009-04-01 | 246.444534752993 |
| 2009-05-01 | 244.297383967222 |
| 2009-06-01 | 242.884453338187 |
| 2009-07-01 | 239.472025052722 |
| 2009-08-01 | 238.569009017385 |
| 2009-09-01 | 237.027867286970 |
| 2009-10-01 | 238.526884490341 |
| 2009-11-01 | 238.589771146890 |
| 2009-12-01 | 237.038516473761 |
| 2010-01-01 | 236.035554393298 |
| 2010-02-01 | 236.749552631772 |
| 2010-03-01 | 236.644372658543 |
| 2010-04-01 | 239.991137895508 |
| 2010-05-01 | 237.678165686369 |
| 2010-06-01 | 238.208718536176 |
| 2010-07-01 | 238.072256172612 |
| 2010-08-01 | 237.959227529668 |
| 2010-09-01 | 236.478121218069 |
| 2010-10-01 | 240.081199790900 |
| 2010-11-01 | 240.718710871060 |
| 2010-12-01 | 240.956929941206 |
| 2011-01-01 | 242.913578864766 |
| 2011-02-01 | 244.402966274443 |
| 2011-03-01 | 244.399822380566 |
| 2011-04-01 | 244.818084549142 |
| 2011-05-01 | 244.008086520902 |
| 2011-06-01 | 245.087982064280 |
| 2011-07-01 | 249.735481183237 |
| 2011-08-01 | 250.518806205824 |
| 2011-09-01 | 251.926606190405 |
| 2011-10-01 | 250.054696499893 |
| 2011-11-01 | 251.874298905079 |
| 2011-12-01 | 252.756449866002 |
| 2012-01-01 | 252.958039207937 |
| 2012-02-01 | 254.405330858857 |
| 2012-03-01 | 256.301220184269 |
| 2012-04-01 | 257.805367265153 |
| 2012-05-01 | 259.882238017802 |
| 2012-06-01 | 260.893321378287 |
| 2012-07-01 | 261.680842557861 |
| 2012-08-01 | 262.710561067184 |
| 2012-09-01 | 264.013382301364 |
| 2012-10-01 | 264.873592134014 |
| 2012-11-01 | 265.395813652078 |
| 2012-12-01 | 266.990387517326 |
| 2013-01-01 | 263.951285845732 |
| 2013-02-01 | 265.586844472117 |
| 2013-03-01 | 267.747580533162 |
| 2013-04-01 | 269.373962101268 |
| 2013-05-01 | 269.298477372364 |
| 2013-06-01 | 269.336680600142 |
| 2013-07-01 | 270.755340604423 |
| 2013-08-01 | 271.583514485862 |
| 2013-09-01 | 272.397920385995 |
| 2013-10-01 | 272.665424004268 |
| 2013-11-01 | 271.797655628644 |
| 2013-12-01 | 272.413781076614 |
| 2014-01-01 | 273.718679608495 |
| 2014-02-01 | 274.510400778917 |
| 2014-03-01 | 274.398738194185 |
| 2014-04-01 | 271.581670285711 |
| 2014-05-01 | 271.139728764543 |
| 2014-06-01 | 271.015532880312 |
| 2014-07-01 | 267.612358113771 |
| 2014-08-01 | 268.647979551661 |
| 2014-09-01 | 267.241833441472 |
| 2014-10-01 | 263.779481804720 |
| 2014-11-01 | 266.173355009726 |
| 2014-12-01 | 266.671042914382 |
| 2015-01-01 | 266.492572382660 |
| 2015-02-01 | 267.169391558032 |
| 2015-03-01 | 266.971268162832 |
| 2015-04-01 | 270.844885313084 |
| 2015-05-01 | 269.373107685887 |
| 2015-06-01 | 269.081028238829 |
| 2015-07-01 | 271.369687198327 |
| 2015-08-01 | 270.279457156980 |
| 2015-09-01 | 269.425459081718 |
| 2015-10-01 | 271.728655133172 |
| 2015-11-01 | 272.865484567609 |
| 2015-12-01 | 270.216189026786 |
| 2016-01-01 | 274.356057575088 |
| 2016-02-01 | 275.416728485368 |
| 2016-03-01 | 272.833906764296 |
| 2016-04-01 | 274.292724886671 |
| 2016-05-01 | 274.766540829068 |
| 2016-06-01 | 273.101663454743 |
| 2016-07-01 | 275.803248139911 |
| 2016-08-01 | 276.779704099716 |
| 2016-09-01 | 277.396458533800 |
| 2016-10-01 | 276.923023028922 |
| 2016-11-01 | 278.572541491068 |
| 2016-12-01 | 276.972787721029 |
| 2017-01-01 | 278.072212227789 |
| 2017-02-01 | 278.855447937014 |
| 2017-03-01 | 279.963011143851 |
| 2017-04-01 | 280.623987590320 |
| 2017-05-01 | 281.681436601813 |
| 2017-06-01 | 283.053392003393 |
| 2017-07-01 | 283.409391868461 |
| 2017-08-01 | 284.415721435625 |
| 2017-09-01 | 284.852414059219 |
| 2017-10-01 | 284.657658990917 |
| 2017-11-01 | 284.320545197318 |
| 2017-12-01 | 286.002244684344 |
| 2018-01-01 | 287.746457218105 |
| 2018-02-01 | 286.225466544241 |
| 2018-03-01 | 287.889949216042 |
| 2018-04-01 | 288.921756087216 |
| 2018-05-01 | 288.417859126383 |
| 2018-06-01 | 291.784476471785 |
| 2018-07-01 | 292.108248410750 |
| 2018-08-01 | 291.798803886040 |
| 2018-09-01 | 293.631676750401 |
| 2018-10-01 | 296.411143400509 |
| 2018-11-01 | 295.768646943233 |
| 2018-12-01 | 296.999428586883 |
| 2019-01-01 | 296.242911278057 |
| 2019-02-01 | 298.886334008792 |
| 2019-03-01 | 299.274842598831 |
| 2019-04-01 | 298.856945499003 |
| 2019-05-01 | 298.501844749852 |
| 2019-06-01 | 299.997133706510 |
| 2019-07-01 | 301.683975474573 |
| 2019-08-01 | 302.441542357306 |
| 2019-09-01 | 302.654492066628 |
| 2019-10-01 | 304.000797114966 |
| 2019-11-01 | 307.227582078155 |
| 2019-12-01 | 307.549561853402 |
| 2020-01-01 | 307.975945316428 |
| 2020-02-01 | 311.662615364778 |
| 2020-03-01 | 306.742972375962 |
| 2020-04-01 | 274.756518051471 |
| 2020-05-01 | 279.245221646444 |
| 2020-06-01 | 280.742279194342 |
| 2020-07-01 | 280.514274089723 |
| 2020-08-01 | 282.091702157220 |
| 2020-09-01 | 282.149766543146 |
| 2020-10-01 | 289.321498978699 |
| 2020-11-01 | 288.835612860623 |
| 2020-12-01 | 290.217992934625 |
| 2021-01-01 | 291.716089026943 |
| 2021-02-01 | 292.164853164578 |
| 2021-03-01 | 293.996924040983 |
| 2021-04-01 | 295.907166073541 |
| 2021-05-01 | 298.450881840689 |
| 2021-06-01 | 297.364668188438 |
| 2021-07-01 | 301.399849818347 |
| 2021-08-01 | 302.865145200543 |
| 2021-09-01 | 302.709657204698 |
| 2021-10-01 | 308.860514210924 |
| 2021-11-01 | 310.378990621508 |
| 2021-12-01 | 311.705503432161 |
| 2022-01-01 | 311.347696136020 |
| 2022-02-01 | 315.490044637065 |
| 2022-03-01 | 319.477502772001 |
| 2022-04-01 | 320.574525299418 |
| 2022-05-01 | 322.111115478511 |
| 2022-06-01 | 322.501882224069 |
| 2022-07-01 | 319.133953199838 |
| 2022-08-01 | 320.156563222256 |
| 2022-09-01 | 322.148704216534 |
| 2022-10-01 | 319.414999001124 |
| 2022-11-01 | 319.254420456644 |
| 2022-12-01 | 322.487144549564 |
| 2023-01-01 | 318.085286710599 |
| 2023-02-01 | 315.726426745399 |
| 2023-03-01 | 315.698690459187 |
| 2023-04-01 | 317.102497206502 |
| 2023-05-01 | 317.099618123653 |
| 2023-06-01 | 318.238657395711 |
| 2023-07-01 | 316.797535481909 |
| 2023-08-01 | 315.781735620679 |
| 2023-09-01 | 316.176025829304 |
| 2023-10-01 | 315.412148111247 |
| 2023-11-01 | 313.109619008687 |
| 2023-12-01 | 319.044163116497 |
| 2024-01-01 | 322.500310007331 |
| 2024-02-01 | 320.583247333951 |
| 2024-03-01 | 318.795483333462 |
| 2024-04-01 | 311.834314615002 |
| 2024-05-01 | 311.752650104574 |
| 2024-06-01 | 313.038473798706 |
| 2024-07-01 | 317.613238058059 |
| 2024-08-01 | 317.252426600827 |
| 2024-09-01 | 317.951064029341 |
| 2024-10-01 | 322.467445446847 |
| 2024-11-01 | 321.418818748841 |
| 2024-12-01 | 319.003277577773 |
| 2025-01-01 | 322.452559403917 |
| 2025-02-01 | 322.047036153183 |
| 2025-03-01 | 322.507861220084 |
| 2025-04-01 | 324.488003762163 |
| 2025-05-01 | 325.738634806710 |
| 2025-06-01 | 323.840749702686 |
| 2025-07-01 | 324.675132986423 |
| 2025-08-01 | 328.274737164827 |
| 2025-09-01 | 324.721463954829 |
| 2025-10-01 | 323.487791179181 |
| 2025-11-01 | 322.879988579963 |
| 2025-12-01 | 321.646348211269 |
| 2026-01-01 | 322.621677137374 |
| 2026-02-01 | 323.208050075842 |
| 2026-03-01 | 321.906277029665 |
| 2026-04-01 | 321.390619314078 |
| 2026-05-01 | 322.454023214148 |
| 2026-06-01 | 324.918307809577 |
| 2026-07-01 | 323.866888463809 |