Table Data - All Employees: Professional and Business Services: Architectural, Engineering, and Related Services in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Professional and Business Services: Architectural, Engineering, and Related Services in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310806054130001SA |
| 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 10:57 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 | 51.5741923014 |
| 1990-02-01 | 50.9088793103 |
| 1990-03-01 | 51.9212557565 |
| 1990-04-01 | 51.9364177972 |
| 1990-05-01 | 51.6487981102 |
| 1990-06-01 | 51.4016238703 |
| 1990-07-01 | 51.2432956251 |
| 1990-08-01 | 50.7434771593 |
| 1990-09-01 | 49.9900651423 |
| 1990-10-01 | 49.8840286971 |
| 1990-11-01 | 49.7490375478 |
| 1990-12-01 | 49.6933543768 |
| 1991-01-01 | 49.9859347796 |
| 1991-02-01 | 49.9342230043 |
| 1991-03-01 | 49.4354037946 |
| 1991-04-01 | 49.9383261334 |
| 1991-05-01 | 49.7878977058 |
| 1991-06-01 | 49.6524251023 |
| 1991-07-01 | 49.6685443600 |
| 1991-08-01 | 49.4531183143 |
| 1991-09-01 | 49.5728523625 |
| 1991-10-01 | 49.4968906295 |
| 1991-11-01 | 49.0805197125 |
| 1991-12-01 | 48.9324534448 |
| 1992-01-01 | 48.1818912611 |
| 1992-02-01 | 48.0635413062 |
| 1992-03-01 | 47.3472762673 |
| 1992-04-01 | 46.6582200795 |
| 1992-05-01 | 46.0741820374 |
| 1992-06-01 | 45.7672599340 |
| 1992-07-01 | 45.9063593397 |
| 1992-08-01 | 45.7746688020 |
| 1992-09-01 | 45.6392756864 |
| 1992-10-01 | 45.5035164946 |
| 1992-11-01 | 45.5377961011 |
| 1992-12-01 | 43.9910951745 |
| 1993-01-01 | 44.7970383462 |
| 1993-02-01 | 44.3988903435 |
| 1993-03-01 | 44.3503706255 |
| 1993-04-01 | 44.3840875322 |
| 1993-05-01 | 44.1563984822 |
| 1993-06-01 | 44.1940480864 |
| 1993-07-01 | 43.3059100774 |
| 1993-08-01 | 43.2663319467 |
| 1993-09-01 | 42.9853830554 |
| 1993-10-01 | 42.6237954655 |
| 1993-11-01 | 42.6908472610 |
| 1993-12-01 | 42.9806100645 |
| 1994-01-01 | 42.6054254032 |
| 1994-02-01 | 42.1830270244 |
| 1994-03-01 | 42.7746157239 |
| 1994-04-01 | 43.8878864479 |
| 1994-05-01 | 43.5551032285 |
| 1994-06-01 | 43.5089867740 |
| 1994-07-01 | 43.3822163319 |
| 1994-08-01 | 43.4178779899 |
| 1994-09-01 | 43.7377856798 |
| 1994-10-01 | 42.3321140291 |
| 1994-11-01 | 42.1377850409 |
| 1994-12-01 | 42.4494652763 |
| 1995-01-01 | 43.3490025172 |
| 1995-02-01 | 43.4006784700 |
| 1995-03-01 | 43.5205857909 |
| 1995-04-01 | 43.0695329270 |
| 1995-05-01 | 43.2997721841 |
| 1995-06-01 | 42.9537289316 |
| 1995-07-01 | 42.5065898942 |
| 1995-08-01 | 42.1323788584 |
| 1995-09-01 | 41.9964554803 |
| 1995-10-01 | 42.2292596922 |
| 1995-11-01 | 41.8587546945 |
| 1995-12-01 | 41.3258343501 |
| 1996-01-01 | 41.9747278991 |
| 1996-02-01 | 42.2254121428 |
| 1996-03-01 | 42.1934133044 |
| 1996-04-01 | 41.8517315034 |
| 1996-05-01 | 41.6923165931 |
| 1996-06-01 | 41.6177331892 |
| 1996-07-01 | 42.4129020438 |
| 1996-08-01 | 42.6286721732 |
| 1996-09-01 | 42.8874612229 |
| 1996-10-01 | 42.2883509363 |
| 1996-11-01 | 42.5586108147 |
| 1996-12-01 | 42.4564223749 |
| 1997-01-01 | 41.6181898267 |
| 1997-02-01 | 42.0358540650 |
| 1997-03-01 | 42.0815705382 |
| 1997-04-01 | 42.5337793517 |
| 1997-05-01 | 42.4344983205 |
| 1997-06-01 | 42.6225836436 |
| 1997-07-01 | 42.5026676808 |
| 1997-08-01 | 42.5276382453 |
| 1997-09-01 | 42.2641634321 |
| 1997-10-01 | 42.5591379183 |
| 1997-11-01 | 42.6361361068 |
| 1997-12-01 | 42.6697047144 |
| 1998-01-01 | 42.7253443776 |
| 1998-02-01 | 43.1294452272 |
| 1998-03-01 | 43.1836710777 |
| 1998-04-01 | 44.6327539874 |
| 1998-05-01 | 45.2001657038 |
| 1998-06-01 | 45.7127887572 |
| 1998-07-01 | 45.9126048655 |
| 1998-08-01 | 46.3352764050 |
| 1998-09-01 | 46.7600617619 |
| 1998-10-01 | 47.0276041611 |
| 1998-11-01 | 47.3239749341 |
| 1998-12-01 | 47.0649150454 |
| 1999-01-01 | 47.8226743903 |
| 1999-02-01 | 48.2881965769 |
| 1999-03-01 | 47.8623646976 |
| 1999-04-01 | 47.6518196842 |
| 1999-05-01 | 47.6504833284 |
| 1999-06-01 | 47.6207095273 |
| 1999-07-01 | 47.8333899280 |
| 1999-08-01 | 48.0836141693 |
| 1999-09-01 | 47.9385822997 |
| 1999-10-01 | 48.3063361447 |
| 1999-11-01 | 48.4276805506 |
| 1999-12-01 | 48.4839712605 |
| 2000-01-01 | 48.4979785096 |
| 2000-02-01 | 48.3961197998 |
| 2000-03-01 | 48.5984635028 |
| 2000-04-01 | 48.9952991600 |
| 2000-05-01 | 48.9856329498 |
| 2000-06-01 | 49.4423013666 |
| 2000-07-01 | 48.4695386704 |
| 2000-08-01 | 48.7557158104 |
| 2000-09-01 | 49.0180344726 |
| 2000-10-01 | 49.0796987171 |
| 2000-11-01 | 49.1400211257 |
| 2000-12-01 | 49.4177665330 |
| 2001-01-01 | 49.6959693365 |
| 2001-02-01 | 49.6979294334 |
| 2001-03-01 | 49.5913544711 |
| 2001-04-01 | 49.5123304199 |
| 2001-05-01 | 49.7094497666 |
| 2001-06-01 | 50.1734527007 |
| 2001-07-01 | 50.2145294333 |
| 2001-08-01 | 50.2624437833 |
| 2001-09-01 | 50.0616748800 |
| 2001-10-01 | 49.7615756328 |
| 2001-11-01 | 49.3644355728 |
| 2001-12-01 | 49.6659327315 |
| 2002-01-01 | 49.7159457577 |
| 2002-02-01 | 49.6986521474 |
| 2002-03-01 | 49.5675014219 |
| 2002-04-01 | 49.3031855621 |
| 2002-05-01 | 49.3309634694 |
| 2002-06-01 | 49.0770549953 |
| 2002-07-01 | 49.3801195884 |
| 2002-08-01 | 49.3713278330 |
| 2002-09-01 | 49.2208666586 |
| 2002-10-01 | 49.3360334367 |
| 2002-11-01 | 49.3896357647 |
| 2002-12-01 | 49.1196665437 |
| 2003-01-01 | 48.7685128092 |
| 2003-02-01 | 48.6012979619 |
| 2003-03-01 | 48.4199964046 |
| 2003-04-01 | 48.5867362286 |
| 2003-05-01 | 48.1405753058 |
| 2003-06-01 | 47.7533393974 |
| 2003-07-01 | 47.3705700420 |
| 2003-08-01 | 47.6955622771 |
| 2003-09-01 | 47.8908765274 |
| 2003-10-01 | 47.7958015826 |
| 2003-11-01 | 48.0114356530 |
| 2003-12-01 | 47.9841294417 |
| 2004-01-01 | 48.1242649902 |
| 2004-02-01 | 48.1865306039 |
| 2004-03-01 | 48.1577330690 |
| 2004-04-01 | 48.9841174371 |
| 2004-05-01 | 49.4555283063 |
| 2004-06-01 | 49.6124831168 |
| 2004-07-01 | 49.3814352753 |
| 2004-08-01 | 49.3193271592 |
| 2004-09-01 | 49.5817504419 |
| 2004-10-01 | 49.6655252753 |
| 2004-11-01 | 49.5291410226 |
| 2004-12-01 | 49.9356675166 |
| 2005-01-01 | 50.3473709275 |
| 2005-02-01 | 50.8617209807 |
| 2005-03-01 | 51.4016170933 |
| 2005-04-01 | 52.0887089574 |
| 2005-05-01 | 52.4780017573 |
| 2005-06-01 | 52.9674662193 |
| 2005-07-01 | 53.5044032371 |
| 2005-08-01 | 54.0596793688 |
| 2005-09-01 | 54.4742694154 |
| 2005-10-01 | 55.2471900017 |
| 2005-11-01 | 55.8472951027 |
| 2005-12-01 | 56.4789572338 |
| 2006-01-01 | 56.6142679261 |
| 2006-02-01 | 57.0239929418 |
| 2006-03-01 | 57.0597710705 |
| 2006-04-01 | 56.9058344868 |
| 2006-05-01 | 57.1027965486 |
| 2006-06-01 | 57.3391217767 |
| 2006-07-01 | 57.3407493111 |
| 2006-08-01 | 57.5862734892 |
| 2006-09-01 | 57.6849282094 |
| 2006-10-01 | 57.7651005063 |
| 2006-11-01 | 57.5585146713 |
| 2006-12-01 | 57.1911991883 |
| 2007-01-01 | 59.5365883216 |
| 2007-02-01 | 59.6796249140 |
| 2007-03-01 | 60.0376393111 |
| 2007-04-01 | 60.0280426602 |
| 2007-05-01 | 60.3092487333 |
| 2007-06-01 | 60.7452490967 |
| 2007-07-01 | 60.9744514708 |
| 2007-08-01 | 61.1043567535 |
| 2007-09-01 | 61.3084646571 |
| 2007-10-01 | 61.4968227894 |
| 2007-11-01 | 61.6536031488 |
| 2007-12-01 | 62.0078691856 |
| 2008-01-01 | 62.6376142498 |
| 2008-02-01 | 62.5524640115 |
| 2008-03-01 | 62.5433730925 |
| 2008-04-01 | 62.6178078668 |
| 2008-05-01 | 62.1833919047 |
| 2008-06-01 | 61.8695596714 |
| 2008-07-01 | 62.2006857180 |
| 2008-08-01 | 61.8214758029 |
| 2008-09-01 | 61.5390368184 |
| 2008-10-01 | 60.8582836695 |
| 2008-11-01 | 60.3510095065 |
| 2008-12-01 | 59.9109196672 |
| 2009-01-01 | 58.8501406719 |
| 2009-02-01 | 57.8399124717 |
| 2009-03-01 | 56.9606501536 |
| 2009-04-01 | 55.2809047887 |
| 2009-05-01 | 55.1257606443 |
| 2009-06-01 | 54.2998909598 |
| 2009-07-01 | 53.5134048899 |
| 2009-08-01 | 53.1433289592 |
| 2009-09-01 | 52.1715399975 |
| 2009-10-01 | 52.3202681543 |
| 2009-11-01 | 52.0468684309 |
| 2009-12-01 | 51.9233502264 |
| 2010-01-01 | 51.6897518548 |
| 2010-02-01 | 51.3275592688 |
| 2010-03-01 | 51.1889820864 |
| 2010-04-01 | 51.0325199278 |
| 2010-05-01 | 50.9560981932 |
| 2010-06-01 | 50.8305205102 |
| 2010-07-01 | 50.8243260277 |
| 2010-08-01 | 50.7527563867 |
| 2010-09-01 | 50.6215275735 |
| 2010-10-01 | 50.7692475193 |
| 2010-11-01 | 50.7246909231 |
| 2010-12-01 | 50.7013740627 |
| 2011-01-01 | 50.9811672830 |
| 2011-02-01 | 50.9172280586 |
| 2011-03-01 | 50.8146013046 |
| 2011-04-01 | 51.2102967883 |
| 2011-05-01 | 51.2098891331 |
| 2011-06-01 | 51.3605633931 |
| 2011-07-01 | 51.4234399136 |
| 2011-08-01 | 51.3527003008 |
| 2011-09-01 | 51.6649170163 |
| 2011-10-01 | 51.2754505226 |
| 2011-11-01 | 51.0704551775 |
| 2011-12-01 | 51.1680979222 |
| 2012-01-01 | 51.6078643889 |
| 2012-02-01 | 51.8149606113 |
| 2012-03-01 | 52.2516752971 |
| 2012-04-01 | 52.7204307796 |
| 2012-05-01 | 52.5121632781 |
| 2012-06-01 | 52.3959087228 |
| 2012-07-01 | 52.4021750474 |
| 2012-08-01 | 52.4275265652 |
| 2012-09-01 | 52.4861105287 |
| 2012-10-01 | 52.4473637619 |
| 2012-11-01 | 52.1132024216 |
| 2012-12-01 | 52.5074150170 |
| 2013-01-01 | 53.3552673744 |
| 2013-02-01 | 53.3336461998 |
| 2013-03-01 | 53.2939673024 |
| 2013-04-01 | 53.4580641936 |
| 2013-05-01 | 53.6496239603 |
| 2013-06-01 | 53.7517138116 |
| 2013-07-01 | 53.7629758566 |
| 2013-08-01 | 53.9661570736 |
| 2013-09-01 | 54.0884486351 |
| 2013-10-01 | 54.3878909614 |
| 2013-11-01 | 54.6529158301 |
| 2013-12-01 | 54.7565938163 |
| 2014-01-01 | 54.7044963089 |
| 2014-02-01 | 54.8527534392 |
| 2014-03-01 | 55.0597739013 |
| 2014-04-01 | 55.3154956768 |
| 2014-05-01 | 55.4097229605 |
| 2014-06-01 | 55.7047394769 |
| 2014-07-01 | 55.4147614070 |
| 2014-08-01 | 55.7694203959 |
| 2014-09-01 | 56.0815146652 |
| 2014-10-01 | 56.7242776769 |
| 2014-11-01 | 56.5038665170 |
| 2014-12-01 | 56.6262212021 |
| 2015-01-01 | 56.3395101772 |
| 2015-02-01 | 56.2829146897 |
| 2015-03-01 | 56.3247525431 |
| 2015-04-01 | 56.1808874112 |
| 2015-05-01 | 56.1643183987 |
| 2015-06-01 | 56.2498489638 |
| 2015-07-01 | 56.5440425776 |
| 2015-08-01 | 56.6667159624 |
| 2015-09-01 | 56.7936483411 |
| 2015-10-01 | 56.8595647373 |
| 2015-11-01 | 56.7610395312 |
| 2015-12-01 | 57.0333179917 |
| 2016-01-01 | 57.1678379614 |
| 2016-02-01 | 57.1044495449 |
| 2016-03-01 | 56.6021376859 |
| 2016-04-01 | 57.3270768238 |
| 2016-05-01 | 57.2930973235 |
| 2016-06-01 | 57.1656994283 |
| 2016-07-01 | 57.2552604551 |
| 2016-08-01 | 57.4876136898 |
| 2016-09-01 | 57.6246357267 |
| 2016-10-01 | 57.3244100780 |
| 2016-11-01 | 57.1445282457 |
| 2016-12-01 | 57.1792947554 |
| 2017-01-01 | 57.1717187400 |
| 2017-02-01 | 57.5058060212 |
| 2017-03-01 | 57.6650552687 |
| 2017-04-01 | 57.9509062252 |
| 2017-05-01 | 58.1821071615 |
| 2017-06-01 | 58.5495273351 |
| 2017-07-01 | 58.6762057032 |
| 2017-08-01 | 58.9451806989 |
| 2017-09-01 | 59.2008985317 |
| 2017-10-01 | 58.9982845324 |
| 2017-11-01 | 59.3399727879 |
| 2017-12-01 | 59.4411434088 |
| 2018-01-01 | 59.8696909962 |
| 2018-02-01 | 59.9896000457 |
| 2018-03-01 | 60.2145594557 |
| 2018-04-01 | 59.8431076527 |
| 2018-05-01 | 59.6484794679 |
| 2018-06-01 | 60.0040932146 |
| 2018-07-01 | 60.3214099300 |
| 2018-08-01 | 60.4355290742 |
| 2018-09-01 | 60.5064261991 |
| 2018-10-01 | 60.7919493387 |
| 2018-11-01 | 60.9445247248 |
| 2018-12-01 | 60.8932539870 |
| 2019-01-01 | 60.7432535737 |
| 2019-02-01 | 60.8606242569 |
| 2019-03-01 | 61.0547119010 |
| 2019-04-01 | 61.5073302906 |
| 2019-05-01 | 61.8369244277 |
| 2019-06-01 | 62.0581320386 |
| 2019-07-01 | 62.3918634413 |
| 2019-08-01 | 62.4380466561 |
| 2019-09-01 | 62.8030384740 |
| 2019-10-01 | 62.9923944662 |
| 2019-11-01 | 63.2382946699 |
| 2019-12-01 | 63.4018235685 |
| 2020-01-01 | 63.7275197207 |
| 2020-02-01 | 63.9571522879 |
| 2020-03-01 | 63.5908085836 |
| 2020-04-01 | 60.5594953836 |
| 2020-05-01 | 61.0550471316 |
| 2020-06-01 | 60.7155229187 |
| 2020-07-01 | 60.0725986354 |
| 2020-08-01 | 60.3421943194 |
| 2020-09-01 | 60.2460112334 |
| 2020-10-01 | 60.6102012328 |
| 2020-11-01 | 60.5614098963 |
| 2020-12-01 | 60.6912932577 |
| 2021-01-01 | 60.8998974601 |
| 2021-02-01 | 60.9355303594 |
| 2021-03-01 | 61.4289450856 |
| 2021-04-01 | 61.4150188653 |
| 2021-05-01 | 61.6036968889 |
| 2021-06-01 | 60.8925002881 |
| 2021-07-01 | 61.3626841865 |
| 2021-08-01 | 61.5331451292 |
| 2021-09-01 | 61.3508576334 |
| 2021-10-01 | 61.8314570414 |
| 2021-11-01 | 61.9838000702 |
| 2021-12-01 | 62.2637271011 |
| 2022-01-01 | 62.5904307256 |
| 2022-02-01 | 62.9378621562 |
| 2022-03-01 | 63.0385125785 |
| 2022-04-01 | 63.5891759197 |
| 2022-05-01 | 63.4353696219 |
| 2022-06-01 | 63.7908607390 |
| 2022-07-01 | 63.9564966711 |
| 2022-08-01 | 64.2208690173 |
| 2022-09-01 | 64.4342062709 |
| 2022-10-01 | 63.7711222276 |
| 2022-11-01 | 63.7187371701 |
| 2022-12-01 | 63.2473685333 |
| 2023-01-01 | 61.9732355896 |
| 2023-02-01 | 62.2115837217 |
| 2023-03-01 | 62.0166395457 |
| 2023-04-01 | 61.4782192059 |
| 2023-05-01 | 61.8683345639 |
| 2023-06-01 | 62.2062604088 |
| 2023-07-01 | 62.2530184642 |
| 2023-08-01 | 62.3264553928 |
| 2023-09-01 | 62.7181274445 |
| 2023-10-01 | 62.6091241639 |
| 2023-11-01 | 62.6342941635 |
| 2023-12-01 | 62.6330034837 |
| 2024-01-01 | 63.7657223668 |
| 2024-02-01 | 63.6972490298 |
| 2024-03-01 | 63.4666051086 |
| 2024-04-01 | 63.4822965844 |
| 2024-05-01 | 63.2666550903 |
| 2024-06-01 | 63.1222608440 |
| 2024-07-01 | 63.0568200576 |
| 2024-08-01 | 62.7589504961 |
| 2024-09-01 | 62.5100429086 |
| 2024-10-01 | 62.9392467556 |
| 2024-11-01 | 62.2642198344 |
| 2024-12-01 | 61.9346702273 |
| 2025-01-01 | 61.1489275554 |
| 2025-02-01 | 61.1485446469 |
| 2025-03-01 | 61.2124132191 |
| 2025-04-01 | 61.0880948572 |
| 2025-05-01 | 61.3580618924 |
| 2025-06-01 | 61.0328144263 |
| 2025-07-01 | 61.1679097506 |
| 2025-08-01 | 61.3049718507 |
| 2025-09-01 | 61.2250629609 |
| 2025-10-01 | 61.3501921656 |
| 2025-11-01 | 61.4781441699 |
| 2025-12-01 | 61.6389880776 |
| 2026-01-01 | 61.9354570399 |
| 2026-02-01 | 62.0263102343 |
| 2026-03-01 | 62.0556703594 |
| 2026-04-01 | 61.7960442114 |
| 2026-05-01 | 61.5232929246 |
| 2026-06-01 | 61.5490319919 |
| 2026-07-01 | 61.2871414196 |
| 2026-08-01 | 61.0355799531 |