Table Data - All Employees: Professional and Business Services: Employment Services in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Professional and Business Services: Employment Services in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310806056130001SA |
| 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 2026-08-01 |
| Last Updated | 2026-09-18 10:56 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 | 115.9613912413 |
| 1990-02-01 | 115.3853862224 |
| 1990-03-01 | 114.7461837686 |
| 1990-04-01 | 110.8002151342 |
| 1990-05-01 | 111.2174352335 |
| 1990-06-01 | 110.6487482810 |
| 1990-07-01 | 109.9778318931 |
| 1990-08-01 | 109.0197475387 |
| 1990-09-01 | 109.3425659330 |
| 1990-10-01 | 104.0057480241 |
| 1990-11-01 | 103.9646811639 |
| 1990-12-01 | 101.5388680380 |
| 1991-01-01 | 97.3002191737 |
| 1991-02-01 | 95.4157512720 |
| 1991-03-01 | 93.2910420679 |
| 1991-04-01 | 94.9712541208 |
| 1991-05-01 | 93.0414294686 |
| 1991-06-01 | 93.0120241134 |
| 1991-07-01 | 90.3337422232 |
| 1991-08-01 | 89.8439521798 |
| 1991-09-01 | 90.2086904967 |
| 1991-10-01 | 91.3284439525 |
| 1991-11-01 | 90.7530349951 |
| 1991-12-01 | 90.5393128927 |
| 1992-01-01 | 90.7846622286 |
| 1992-02-01 | 91.2449886685 |
| 1992-03-01 | 91.0353031029 |
| 1992-04-01 | 94.8670756528 |
| 1992-05-01 | 95.5372162951 |
| 1992-06-01 | 96.6264185289 |
| 1992-07-01 | 99.2897424169 |
| 1992-08-01 | 100.9521721441 |
| 1992-09-01 | 101.2446627200 |
| 1992-10-01 | 104.3891486984 |
| 1992-11-01 | 105.1431689870 |
| 1992-12-01 | 105.7520912892 |
| 1993-01-01 | 115.8521311231 |
| 1993-02-01 | 117.8980169974 |
| 1993-03-01 | 115.7419201473 |
| 1993-04-01 | 113.3784352282 |
| 1993-05-01 | 115.0379660457 |
| 1993-06-01 | 114.6493602926 |
| 1993-07-01 | 117.8445898959 |
| 1993-08-01 | 118.6640389981 |
| 1993-09-01 | 119.2588291544 |
| 1993-10-01 | 107.9253292102 |
| 1993-11-01 | 108.7920698848 |
| 1993-12-01 | 110.2985058668 |
| 1994-01-01 | 115.3984144911 |
| 1994-02-01 | 119.7260905951 |
| 1994-03-01 | 119.1729472133 |
| 1994-04-01 | 117.9571955376 |
| 1994-05-01 | 119.2474734407 |
| 1994-06-01 | 119.5421433057 |
| 1994-07-01 | 119.7805687438 |
| 1994-08-01 | 119.5421455041 |
| 1994-09-01 | 121.2008635864 |
| 1994-10-01 | 124.9449260827 |
| 1994-11-01 | 126.7560260515 |
| 1994-12-01 | 129.6829702803 |
| 1995-01-01 | 126.0427806870 |
| 1995-02-01 | 129.2390016008 |
| 1995-03-01 | 128.5407621406 |
| 1995-04-01 | 130.1893809910 |
| 1995-05-01 | 130.6965444076 |
| 1995-06-01 | 131.9585156250 |
| 1995-07-01 | 127.8637035197 |
| 1995-08-01 | 130.1821470255 |
| 1995-09-01 | 131.1208834035 |
| 1995-10-01 | 128.5580152574 |
| 1995-11-01 | 128.9556473986 |
| 1995-12-01 | 130.0258958169 |
| 1996-01-01 | 133.0256262277 |
| 1996-02-01 | 133.9101094292 |
| 1996-03-01 | 135.3110040515 |
| 1996-04-01 | 138.4686648209 |
| 1996-05-01 | 138.9466359778 |
| 1996-06-01 | 141.3188007094 |
| 1996-07-01 | 147.0969312454 |
| 1996-08-01 | 146.1400416469 |
| 1996-09-01 | 146.7338852319 |
| 1996-10-01 | 148.5030606342 |
| 1996-11-01 | 150.3730682216 |
| 1996-12-01 | 153.4195719080 |
| 1997-01-01 | 143.8008407872 |
| 1997-02-01 | 145.6121372666 |
| 1997-03-01 | 146.1979203694 |
| 1997-04-01 | 147.0701742838 |
| 1997-05-01 | 148.3696728986 |
| 1997-06-01 | 151.8600698471 |
| 1997-07-01 | 151.6623178174 |
| 1997-08-01 | 153.5458222961 |
| 1997-09-01 | 155.8455816238 |
| 1997-10-01 | 155.7749498225 |
| 1997-11-01 | 157.0802073032 |
| 1997-12-01 | 158.6361701812 |
| 1998-01-01 | 162.3184443829 |
| 1998-02-01 | 164.5899612890 |
| 1998-03-01 | 165.1848385748 |
| 1998-04-01 | 166.2946222576 |
| 1998-05-01 | 169.1861508490 |
| 1998-06-01 | 168.1816965132 |
| 1998-07-01 | 168.4862233856 |
| 1998-08-01 | 171.8411540957 |
| 1998-09-01 | 169.9528724312 |
| 1998-10-01 | 167.5642428752 |
| 1998-11-01 | 168.5488587179 |
| 1998-12-01 | 170.4391242987 |
| 1999-01-01 | 153.6872245460 |
| 1999-02-01 | 154.9638070719 |
| 1999-03-01 | 156.7643196566 |
| 1999-04-01 | 169.8094087464 |
| 1999-05-01 | 169.4804799243 |
| 1999-06-01 | 169.6816846439 |
| 1999-07-01 | 174.5818604389 |
| 1999-08-01 | 175.1667450931 |
| 1999-09-01 | 176.4820724932 |
| 1999-10-01 | 181.8046065368 |
| 1999-11-01 | 182.8949774155 |
| 1999-12-01 | 186.9133182851 |
| 2000-01-01 | 182.8778611728 |
| 2000-02-01 | 184.0552741986 |
| 2000-03-01 | 185.2461088493 |
| 2000-04-01 | 192.1433133473 |
| 2000-05-01 | 190.0945597099 |
| 2000-06-01 | 191.5992301162 |
| 2000-07-01 | 191.8936097950 |
| 2000-08-01 | 190.3162443295 |
| 2000-09-01 | 190.9025306793 |
| 2000-10-01 | 193.1874727572 |
| 2000-11-01 | 191.5598240418 |
| 2000-12-01 | 190.9499666927 |
| 2001-01-01 | 190.1544242302 |
| 2001-02-01 | 190.0928931221 |
| 2001-03-01 | 188.5148772346 |
| 2001-04-01 | 180.1377028226 |
| 2001-05-01 | 180.4708987791 |
| 2001-06-01 | 177.6943859016 |
| 2001-07-01 | 176.4593835412 |
| 2001-08-01 | 175.8627228226 |
| 2001-09-01 | 178.5089779905 |
| 2001-10-01 | 168.6575628788 |
| 2001-11-01 | 165.5980529010 |
| 2001-12-01 | 166.5655875026 |
| 2002-01-01 | 168.4520745218 |
| 2002-02-01 | 167.0057165910 |
| 2002-03-01 | 167.2744351961 |
| 2002-04-01 | 169.2464480272 |
| 2002-05-01 | 170.9584594061 |
| 2002-06-01 | 171.2979238195 |
| 2002-07-01 | 167.6288445370 |
| 2002-08-01 | 167.8291307134 |
| 2002-09-01 | 169.1903843067 |
| 2002-10-01 | 168.0570903413 |
| 2002-11-01 | 168.3723793508 |
| 2002-12-01 | 170.8901029048 |
| 2003-01-01 | 163.6470263410 |
| 2003-02-01 | 162.9779707707 |
| 2003-03-01 | 162.1559228108 |
| 2003-04-01 | 160.4497284263 |
| 2003-05-01 | 159.6002401027 |
| 2003-06-01 | 159.9503766341 |
| 2003-07-01 | 161.6163168938 |
| 2003-08-01 | 162.7791791506 |
| 2003-09-01 | 161.6509240655 |
| 2003-10-01 | 162.9012836552 |
| 2003-11-01 | 163.2623060685 |
| 2003-12-01 | 164.5409359197 |
| 2004-01-01 | 164.8192222171 |
| 2004-02-01 | 165.5981913306 |
| 2004-03-01 | 166.1023694634 |
| 2004-04-01 | 165.1157174818 |
| 2004-05-01 | 165.6881630701 |
| 2004-06-01 | 166.2406634722 |
| 2004-07-01 | 168.6831197145 |
| 2004-08-01 | 166.1154360283 |
| 2004-09-01 | 163.1960794722 |
| 2004-10-01 | 165.3697126908 |
| 2004-11-01 | 166.4675940867 |
| 2004-12-01 | 167.0467792245 |
| 2005-01-01 | 167.1110117431 |
| 2005-02-01 | 167.9194962932 |
| 2005-03-01 | 167.1328752376 |
| 2005-04-01 | 171.0819485419 |
| 2005-05-01 | 168.2996012253 |
| 2005-06-01 | 167.8501789379 |
| 2005-07-01 | 167.9724329428 |
| 2005-08-01 | 169.1160204328 |
| 2005-09-01 | 170.0815968048 |
| 2005-10-01 | 169.4301701036 |
| 2005-11-01 | 168.4016805364 |
| 2005-12-01 | 170.6331187559 |
| 2006-01-01 | 175.4066774363 |
| 2006-02-01 | 176.9280026605 |
| 2006-03-01 | 179.2757136828 |
| 2006-04-01 | 182.9134765735 |
| 2006-05-01 | 184.4862135593 |
| 2006-06-01 | 186.2378532428 |
| 2006-07-01 | 186.9675174076 |
| 2006-08-01 | 187.0970498976 |
| 2006-09-01 | 186.5650542446 |
| 2006-10-01 | 187.9914299847 |
| 2006-11-01 | 186.4752512960 |
| 2006-12-01 | 185.0129091043 |
| 2007-01-01 | 180.9832189226 |
| 2007-02-01 | 183.2862354141 |
| 2007-03-01 | 184.8516303353 |
| 2007-04-01 | 178.0470195056 |
| 2007-05-01 | 176.4990401020 |
| 2007-06-01 | 175.6168090643 |
| 2007-07-01 | 173.1533411445 |
| 2007-08-01 | 172.2374710942 |
| 2007-09-01 | 172.1621741253 |
| 2007-10-01 | 170.7004971842 |
| 2007-11-01 | 169.9339045328 |
| 2007-12-01 | 170.6357218733 |
| 2008-01-01 | 159.0769356227 |
| 2008-02-01 | 159.5719811864 |
| 2008-03-01 | 158.4745998500 |
| 2008-04-01 | 156.4778889357 |
| 2008-05-01 | 153.6905520304 |
| 2008-06-01 | 152.4527116660 |
| 2008-07-01 | 152.0970191156 |
| 2008-08-01 | 150.7674210504 |
| 2008-09-01 | 146.1975044218 |
| 2008-10-01 | 140.3588490475 |
| 2008-11-01 | 135.8565690367 |
| 2008-12-01 | 132.7365257860 |
| 2009-01-01 | 128.5071018238 |
| 2009-02-01 | 125.6814711520 |
| 2009-03-01 | 123.5101172815 |
| 2009-04-01 | 120.2074016260 |
| 2009-05-01 | 119.0997745131 |
| 2009-06-01 | 117.0353103545 |
| 2009-07-01 | 116.2733798906 |
| 2009-08-01 | 116.6352601229 |
| 2009-09-01 | 115.3842612777 |
| 2009-10-01 | 117.3413796310 |
| 2009-11-01 | 118.3086530003 |
| 2009-12-01 | 120.7698274923 |
| 2010-01-01 | 123.3800988310 |
| 2010-02-01 | 123.4935791441 |
| 2010-03-01 | 123.9530363676 |
| 2010-04-01 | 126.3100400579 |
| 2010-05-01 | 127.8294026035 |
| 2010-06-01 | 128.9427391991 |
| 2010-07-01 | 129.6977774833 |
| 2010-08-01 | 130.9393864758 |
| 2010-09-01 | 129.0528907298 |
| 2010-10-01 | 135.6525676069 |
| 2010-11-01 | 133.2057876266 |
| 2010-12-01 | 133.2386433332 |
| 2011-01-01 | 133.4292662474 |
| 2011-02-01 | 134.4536990777 |
| 2011-03-01 | 132.9312622030 |
| 2011-04-01 | 133.5654734407 |
| 2011-05-01 | 133.6176866194 |
| 2011-06-01 | 134.4096564199 |
| 2011-07-01 | 134.6354101224 |
| 2011-08-01 | 133.3254420593 |
| 2011-09-01 | 134.9605028144 |
| 2011-10-01 | 135.4609977158 |
| 2011-11-01 | 133.9609045948 |
| 2011-12-01 | 136.1448337432 |
| 2012-01-01 | 138.0571757271 |
| 2012-02-01 | 142.6717991890 |
| 2012-03-01 | 145.5494803905 |
| 2012-04-01 | 146.8543506637 |
| 2012-05-01 | 147.4394920730 |
| 2012-06-01 | 151.2356730532 |
| 2012-07-01 | 147.0242793105 |
| 2012-08-01 | 147.0909136797 |
| 2012-09-01 | 148.4477380349 |
| 2012-10-01 | 149.3730508870 |
| 2012-11-01 | 152.1743828796 |
| 2012-12-01 | 152.2415954495 |
| 2013-01-01 | 152.3397471661 |
| 2013-02-01 | 153.3580353528 |
| 2013-03-01 | 153.8814287903 |
| 2013-04-01 | 155.3861226374 |
| 2013-05-01 | 156.7869141236 |
| 2013-06-01 | 156.2376875674 |
| 2013-07-01 | 154.9564458816 |
| 2013-08-01 | 158.8126154442 |
| 2013-09-01 | 158.7914427578 |
| 2013-10-01 | 158.5928233291 |
| 2013-11-01 | 163.5549329592 |
| 2013-12-01 | 161.5634565331 |
| 2014-01-01 | 161.9742973265 |
| 2014-02-01 | 158.5390761042 |
| 2014-03-01 | 158.2445602521 |
| 2014-04-01 | 157.8676348067 |
| 2014-05-01 | 158.7390099853 |
| 2014-06-01 | 157.7132015588 |
| 2014-07-01 | 160.2461783409 |
| 2014-08-01 | 159.9360331026 |
| 2014-09-01 | 160.1021519122 |
| 2014-10-01 | 159.9020859724 |
| 2014-11-01 | 158.8897949245 |
| 2014-12-01 | 158.8590218334 |
| 2015-01-01 | 158.3380368192 |
| 2015-02-01 | 158.4677126843 |
| 2015-03-01 | 160.2687495352 |
| 2015-04-01 | 160.0920875060 |
| 2015-05-01 | 160.9878663823 |
| 2015-06-01 | 161.4706562648 |
| 2015-07-01 | 161.8369273666 |
| 2015-08-01 | 161.6868274936 |
| 2015-09-01 | 162.3516476789 |
| 2015-10-01 | 165.4324981615 |
| 2015-11-01 | 162.6471653159 |
| 2015-12-01 | 163.9354313477 |
| 2016-01-01 | 164.2908158290 |
| 2016-02-01 | 164.5883002227 |
| 2016-03-01 | 161.9791261328 |
| 2016-04-01 | 164.9287806006 |
| 2016-05-01 | 163.9177013199 |
| 2016-06-01 | 164.2244611463 |
| 2016-07-01 | 162.7925195448 |
| 2016-08-01 | 160.7226422292 |
| 2016-09-01 | 163.9334221464 |
| 2016-10-01 | 165.5931328104 |
| 2016-11-01 | 166.2626889932 |
| 2016-12-01 | 165.6395387813 |
| 2017-01-01 | 164.4972286380 |
| 2017-02-01 | 165.2758586460 |
| 2017-03-01 | 166.8501130212 |
| 2017-04-01 | 161.0594855779 |
| 2017-05-01 | 164.1275310495 |
| 2017-06-01 | 164.1710263528 |
| 2017-07-01 | 170.7315252933 |
| 2017-08-01 | 170.4928104872 |
| 2017-09-01 | 173.8450705768 |
| 2017-10-01 | 170.8349200519 |
| 2017-11-01 | 170.5871553085 |
| 2017-12-01 | 171.8940598148 |
| 2018-01-01 | 170.8621696330 |
| 2018-02-01 | 171.6354081645 |
| 2018-03-01 | 173.9780310246 |
| 2018-04-01 | 175.5244116664 |
| 2018-05-01 | 175.7827000601 |
| 2018-06-01 | 177.0340479963 |
| 2018-07-01 | 178.0966436861 |
| 2018-08-01 | 178.6437876991 |
| 2018-09-01 | 178.0178335042 |
| 2018-10-01 | 179.0971565424 |
| 2018-11-01 | 180.3542437196 |
| 2018-12-01 | 181.2034339925 |
| 2019-01-01 | 181.6477392896 |
| 2019-02-01 | 182.9175688664 |
| 2019-03-01 | 185.0510029553 |
| 2019-04-01 | 184.7883967584 |
| 2019-05-01 | 185.9400573372 |
| 2019-06-01 | 187.6045610793 |
| 2019-07-01 | 184.7924970427 |
| 2019-08-01 | 185.7821354496 |
| 2019-09-01 | 183.8405555560 |
| 2019-10-01 | 180.2226671305 |
| 2019-11-01 | 180.4053019921 |
| 2019-12-01 | 177.7408388132 |
| 2020-01-01 | 178.6510356634 |
| 2020-02-01 | 175.9064307301 |
| 2020-03-01 | 170.1130774730 |
| 2020-04-01 | 132.1384100097 |
| 2020-05-01 | 136.3930796341 |
| 2020-06-01 | 141.7186373616 |
| 2020-07-01 | 148.6295420089 |
| 2020-08-01 | 150.5916969443 |
| 2020-09-01 | 152.3286827413 |
| 2020-10-01 | 157.8313889311 |
| 2020-11-01 | 161.9674683698 |
| 2020-12-01 | 163.3735406689 |
| 2021-01-01 | 172.8100437096 |
| 2021-02-01 | 177.3908751089 |
| 2021-03-01 | 179.8742611884 |
| 2021-04-01 | 178.4466166976 |
| 2021-05-01 | 177.9763997554 |
| 2021-06-01 | 175.3657403476 |
| 2021-07-01 | 176.7229236896 |
| 2021-08-01 | 175.3638136151 |
| 2021-09-01 | 175.7804420800 |
| 2021-10-01 | 185.0438132694 |
| 2021-11-01 | 186.0821182015 |
| 2021-12-01 | 185.3557979857 |
| 2022-01-01 | 183.7251759371 |
| 2022-02-01 | 186.6517585213 |
| 2022-03-01 | 186.1088426088 |
| 2022-04-01 | 191.9331248598 |
| 2022-05-01 | 191.3499588742 |
| 2022-06-01 | 189.7653225063 |
| 2022-07-01 | 190.8072550279 |
| 2022-08-01 | 188.3432456017 |
| 2022-09-01 | 189.5971655341 |
| 2022-10-01 | 188.0095725290 |
| 2022-11-01 | 184.0539005432 |
| 2022-12-01 | 181.0338676499 |
| 2023-01-01 | 176.9750087433 |
| 2023-02-01 | 172.4083028148 |
| 2023-03-01 | 169.6056480759 |
| 2023-04-01 | 168.7826583027 |
| 2023-05-01 | 167.7112075237 |
| 2023-06-01 | 166.3333180100 |
| 2023-07-01 | 163.0582757920 |
| 2023-08-01 | 162.4254022669 |
| 2023-09-01 | 161.3491605719 |
| 2023-10-01 | 158.3018178437 |
| 2023-11-01 | 156.8256804758 |
| 2023-12-01 | 156.8179182450 |
| 2024-01-01 | 160.8800687281 |
| 2024-02-01 | 159.5954311573 |
| 2024-03-01 | 160.9417937447 |
| 2024-04-01 | 158.4844942569 |
| 2024-05-01 | 158.8549697531 |
| 2024-06-01 | 158.7412453661 |
| 2024-07-01 | 152.6861485152 |
| 2024-08-01 | 158.6016864268 |
| 2024-09-01 | 156.9690230727 |
| 2024-10-01 | 157.0418048804 |
| 2024-11-01 | 157.3466011158 |
| 2024-12-01 | 157.1915565158 |
| 2025-01-01 | 156.6672101137 |
| 2025-02-01 | 156.7835113704 |
| 2025-03-01 | 158.8840735652 |
| 2025-04-01 | 156.8127650047 |
| 2025-05-01 | 156.2443444662 |
| 2025-06-01 | 153.7639599804 |
| 2025-07-01 | 151.0495166994 |
| 2025-08-01 | 155.7453455237 |
| 2025-09-01 | 156.6321520601 |
| 2025-10-01 | 156.5593760761 |
| 2025-11-01 | 155.5387589742 |
| 2025-12-01 | 157.0321580939 |
| 2026-01-01 | 156.4876724929 |
| 2026-02-01 | 155.3212837817 |
| 2026-03-01 | 155.1155914290 |
| 2026-04-01 | 155.8061213569 |
| 2026-05-01 | 155.2073302246 |
| 2026-06-01 | 155.7679451073 |
| 2026-07-01 | 153.3869938318 |
| 2026-08-01 | 153.1997435548 |