Table Data - All Employees: Professional and Business Services: Computer Systems Design and Related Services in Los Angeles-Long Beach-Anaheim, CA (MSA)
| Title | All Employees: Professional and Business Services: Computer Systems Design and Related Services in Los Angeles-Long Beach-Anaheim, CA (MSA) |
|---|---|
| Series ID | SMU06310806054150001SA |
| 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 10:58 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 | 25.7905223768 |
| 1990-02-01 | 25.5978928618 |
| 1990-03-01 | 26.0945804768 |
| 1990-04-01 | 25.4863797417 |
| 1990-05-01 | 24.8281840635 |
| 1990-06-01 | 24.9376126117 |
| 1990-07-01 | 24.7667058804 |
| 1990-08-01 | 24.7433142199 |
| 1990-09-01 | 24.8322889063 |
| 1990-10-01 | 24.8048957024 |
| 1990-11-01 | 24.9213696103 |
| 1990-12-01 | 24.8705189491 |
| 1991-01-01 | 24.8074098941 |
| 1991-02-01 | 25.0078580207 |
| 1991-03-01 | 25.3223253355 |
| 1991-04-01 | 25.3920443070 |
| 1991-05-01 | 25.2171838023 |
| 1991-06-01 | 24.6565944561 |
| 1991-07-01 | 25.2418266039 |
| 1991-08-01 | 25.2121753266 |
| 1991-09-01 | 25.1918354529 |
| 1991-10-01 | 25.4062309763 |
| 1991-11-01 | 25.4264616003 |
| 1991-12-01 | 25.4711265727 |
| 1992-01-01 | 25.9397535671 |
| 1992-02-01 | 25.8288641901 |
| 1992-03-01 | 25.2536048804 |
| 1992-04-01 | 24.9336268386 |
| 1992-05-01 | 24.9138218109 |
| 1992-06-01 | 25.0549501577 |
| 1992-07-01 | 24.7168422817 |
| 1992-08-01 | 24.6595875292 |
| 1992-09-01 | 24.4208566017 |
| 1992-10-01 | 24.7015321500 |
| 1992-11-01 | 24.6179757453 |
| 1992-12-01 | 24.4694086493 |
| 1993-01-01 | 24.1724800933 |
| 1993-02-01 | 24.2635614108 |
| 1993-03-01 | 24.4171475148 |
| 1993-04-01 | 24.6096398988 |
| 1993-05-01 | 24.9163326925 |
| 1993-06-01 | 24.9479100810 |
| 1993-07-01 | 25.2956493779 |
| 1993-08-01 | 25.2752589573 |
| 1993-09-01 | 25.4231005416 |
| 1993-10-01 | 25.1917697720 |
| 1993-11-01 | 25.1899077955 |
| 1993-12-01 | 25.2596537184 |
| 1994-01-01 | 26.7174509724 |
| 1994-02-01 | 26.4466492609 |
| 1994-03-01 | 26.5911188321 |
| 1994-04-01 | 27.1908526283 |
| 1994-05-01 | 27.2247812666 |
| 1994-06-01 | 27.0226731154 |
| 1994-07-01 | 27.4624065186 |
| 1994-08-01 | 27.4822677155 |
| 1994-09-01 | 27.5205452595 |
| 1994-10-01 | 27.5777440692 |
| 1994-11-01 | 27.6730678787 |
| 1994-12-01 | 27.8479088689 |
| 1995-01-01 | 28.2378015245 |
| 1995-02-01 | 28.9562171347 |
| 1995-03-01 | 28.9965886061 |
| 1995-04-01 | 28.7518882631 |
| 1995-05-01 | 28.9274286626 |
| 1995-06-01 | 29.3887612855 |
| 1995-07-01 | 29.1170924306 |
| 1995-08-01 | 29.4849059285 |
| 1995-09-01 | 29.9479714263 |
| 1995-10-01 | 30.1603615351 |
| 1995-11-01 | 30.5646567899 |
| 1995-12-01 | 30.7396943787 |
| 1996-01-01 | 29.9604722498 |
| 1996-02-01 | 29.9770395256 |
| 1996-03-01 | 31.0922845899 |
| 1996-04-01 | 29.5839443212 |
| 1996-05-01 | 29.8193818099 |
| 1996-06-01 | 29.9121710207 |
| 1996-07-01 | 30.2796273834 |
| 1996-08-01 | 30.7353094258 |
| 1996-09-01 | 30.9109635754 |
| 1996-10-01 | 30.8452911200 |
| 1996-11-01 | 31.0739775250 |
| 1996-12-01 | 31.2274070454 |
| 1997-01-01 | 33.2568724600 |
| 1997-02-01 | 33.1430848979 |
| 1997-03-01 | 33.6021903958 |
| 1997-04-01 | 33.9172831717 |
| 1997-05-01 | 33.9020663892 |
| 1997-06-01 | 34.0320896242 |
| 1997-07-01 | 34.2595769615 |
| 1997-08-01 | 34.1944669916 |
| 1997-09-01 | 33.4032764363 |
| 1997-10-01 | 34.5428981918 |
| 1997-11-01 | 34.5096770510 |
| 1997-12-01 | 34.8188331685 |
| 1998-01-01 | 35.2203654675 |
| 1998-02-01 | 35.2697958966 |
| 1998-03-01 | 35.6815323532 |
| 1998-04-01 | 36.0165414867 |
| 1998-05-01 | 36.4870104493 |
| 1998-06-01 | 36.9616022416 |
| 1998-07-01 | 37.4749814187 |
| 1998-08-01 | 37.8101631996 |
| 1998-09-01 | 38.0357251324 |
| 1998-10-01 | 38.4389348648 |
| 1998-11-01 | 38.7443135670 |
| 1998-12-01 | 38.5796767430 |
| 1999-01-01 | 39.3441061052 |
| 1999-02-01 | 40.0485999336 |
| 1999-03-01 | 40.6291917080 |
| 1999-04-01 | 41.5119690566 |
| 1999-05-01 | 42.0016920063 |
| 1999-06-01 | 42.4370929864 |
| 1999-07-01 | 42.2296435490 |
| 1999-08-01 | 42.1484358641 |
| 1999-09-01 | 42.6992854157 |
| 1999-10-01 | 42.6160391327 |
| 1999-11-01 | 42.8443803533 |
| 1999-12-01 | 43.1146698871 |
| 2000-01-01 | 43.2469201006 |
| 2000-02-01 | 43.7219057741 |
| 2000-03-01 | 43.5214108736 |
| 2000-04-01 | 43.7171435611 |
| 2000-05-01 | 44.3412826566 |
| 2000-06-01 | 45.0321832427 |
| 2000-07-01 | 45.7252027168 |
| 2000-08-01 | 46.6368099301 |
| 2000-09-01 | 47.0805983403 |
| 2000-10-01 | 46.8710691492 |
| 2000-11-01 | 46.9745797847 |
| 2000-12-01 | 47.1232825205 |
| 2001-01-01 | 47.6410712627 |
| 2001-02-01 | 47.4926499043 |
| 2001-03-01 | 47.2162672667 |
| 2001-04-01 | 46.8537632771 |
| 2001-05-01 | 46.1993593133 |
| 2001-06-01 | 45.6636831819 |
| 2001-07-01 | 44.6040136865 |
| 2001-08-01 | 44.2954820428 |
| 2001-09-01 | 43.7614109484 |
| 2001-10-01 | 43.5162454690 |
| 2001-11-01 | 43.1870438642 |
| 2001-12-01 | 42.9688818462 |
| 2002-01-01 | 42.4414632824 |
| 2002-02-01 | 42.1855859889 |
| 2002-03-01 | 42.1993366380 |
| 2002-04-01 | 42.0915365166 |
| 2002-05-01 | 41.7270464516 |
| 2002-06-01 | 41.8999433018 |
| 2002-07-01 | 41.8414079300 |
| 2002-08-01 | 41.9612748813 |
| 2002-09-01 | 42.1312772507 |
| 2002-10-01 | 42.5617910360 |
| 2002-11-01 | 42.6107009990 |
| 2002-12-01 | 42.8553427354 |
| 2003-01-01 | 42.5802822255 |
| 2003-02-01 | 42.2890548063 |
| 2003-03-01 | 42.4986508946 |
| 2003-04-01 | 42.2176666485 |
| 2003-05-01 | 42.3171348848 |
| 2003-06-01 | 41.9264766926 |
| 2003-07-01 | 42.4319125025 |
| 2003-08-01 | 42.4905859692 |
| 2003-09-01 | 42.4755159817 |
| 2003-10-01 | 42.5196154960 |
| 2003-11-01 | 42.6862531945 |
| 2003-12-01 | 43.1994093657 |
| 2004-01-01 | 42.2677009693 |
| 2004-02-01 | 41.3856133751 |
| 2004-03-01 | 41.4955241306 |
| 2004-04-01 | 41.7357738091 |
| 2004-05-01 | 41.5669999431 |
| 2004-06-01 | 41.1373441507 |
| 2004-07-01 | 41.5831054180 |
| 2004-08-01 | 41.4069042052 |
| 2004-09-01 | 41.0889117151 |
| 2004-10-01 | 41.1010062458 |
| 2004-11-01 | 41.0929230008 |
| 2004-12-01 | 40.9720643463 |
| 2005-01-01 | 41.1859479030 |
| 2005-02-01 | 41.4841880525 |
| 2005-03-01 | 41.8188446242 |
| 2005-04-01 | 41.2250705726 |
| 2005-05-01 | 41.5123297575 |
| 2005-06-01 | 41.3484089498 |
| 2005-07-01 | 41.3138258879 |
| 2005-08-01 | 41.2838346584 |
| 2005-09-01 | 41.7851576383 |
| 2005-10-01 | 41.6846261804 |
| 2005-11-01 | 41.8232287586 |
| 2005-12-01 | 42.0601736588 |
| 2006-01-01 | 42.3272101506 |
| 2006-02-01 | 42.6924280497 |
| 2006-03-01 | 42.9310992296 |
| 2006-04-01 | 43.3046717238 |
| 2006-05-01 | 43.4683460964 |
| 2006-06-01 | 43.4546404014 |
| 2006-07-01 | 43.3468318456 |
| 2006-08-01 | 43.5617053348 |
| 2006-09-01 | 43.5657931340 |
| 2006-10-01 | 43.5596274105 |
| 2006-11-01 | 43.5460715009 |
| 2006-12-01 | 43.6160536069 |
| 2007-01-01 | 44.2922563629 |
| 2007-02-01 | 44.6422752555 |
| 2007-03-01 | 45.0485258117 |
| 2007-04-01 | 44.7559599888 |
| 2007-05-01 | 45.0482399592 |
| 2007-06-01 | 45.5664390226 |
| 2007-07-01 | 46.1902142672 |
| 2007-08-01 | 46.3305458513 |
| 2007-09-01 | 46.3449842634 |
| 2007-10-01 | 46.8221683641 |
| 2007-11-01 | 47.1592897720 |
| 2007-12-01 | 47.3223009723 |
| 2008-01-01 | 47.4587397710 |
| 2008-02-01 | 47.3110714820 |
| 2008-03-01 | 47.4605898352 |
| 2008-04-01 | 47.5381900980 |
| 2008-05-01 | 47.4709524376 |
| 2008-06-01 | 47.2923676567 |
| 2008-07-01 | 47.2263791767 |
| 2008-08-01 | 47.0734425833 |
| 2008-09-01 | 47.1187129930 |
| 2008-10-01 | 47.2907283253 |
| 2008-11-01 | 46.7406472703 |
| 2008-12-01 | 46.1898071491 |
| 2009-01-01 | 45.4214142322 |
| 2009-02-01 | 45.2046405929 |
| 2009-03-01 | 44.8069125538 |
| 2009-04-01 | 44.6291949392 |
| 2009-05-01 | 44.1948315989 |
| 2009-06-01 | 43.8230417556 |
| 2009-07-01 | 43.2697455692 |
| 2009-08-01 | 42.8011416567 |
| 2009-09-01 | 42.4918928994 |
| 2009-10-01 | 42.1704608900 |
| 2009-11-01 | 41.8088956066 |
| 2009-12-01 | 41.5394673255 |
| 2010-01-01 | 41.7786333299 |
| 2010-02-01 | 42.0779228480 |
| 2010-03-01 | 42.4561499464 |
| 2010-04-01 | 42.6524381300 |
| 2010-05-01 | 42.8234674058 |
| 2010-06-01 | 43.2517944751 |
| 2010-07-01 | 43.0249183609 |
| 2010-08-01 | 43.0172437853 |
| 2010-09-01 | 43.2578721347 |
| 2010-10-01 | 43.4713342903 |
| 2010-11-01 | 43.6740103449 |
| 2010-12-01 | 44.1968561902 |
| 2011-01-01 | 44.4287077235 |
| 2011-02-01 | 44.5299519250 |
| 2011-03-01 | 44.6054558743 |
| 2011-04-01 | 44.0815861955 |
| 2011-05-01 | 44.3306124642 |
| 2011-06-01 | 44.5678029661 |
| 2011-07-01 | 45.1007855065 |
| 2011-08-01 | 45.5399761312 |
| 2011-09-01 | 45.8382010100 |
| 2011-10-01 | 45.4836777206 |
| 2011-11-01 | 45.5536470029 |
| 2011-12-01 | 45.5739976412 |
| 2012-01-01 | 45.0382244821 |
| 2012-02-01 | 45.3462087844 |
| 2012-03-01 | 45.3632894860 |
| 2012-04-01 | 45.8068873052 |
| 2012-05-01 | 46.2521713590 |
| 2012-06-01 | 46.3897722252 |
| 2012-07-01 | 46.3610459132 |
| 2012-08-01 | 46.4601447644 |
| 2012-09-01 | 46.5422208177 |
| 2012-10-01 | 46.6866097619 |
| 2012-11-01 | 46.8347232533 |
| 2012-12-01 | 46.9893668672 |
| 2013-01-01 | 46.6256812327 |
| 2013-02-01 | 47.0463424157 |
| 2013-03-01 | 47.2481357596 |
| 2013-04-01 | 47.2140229754 |
| 2013-05-01 | 47.2547066148 |
| 2013-06-01 | 47.4114546325 |
| 2013-07-01 | 47.5032900089 |
| 2013-08-01 | 47.7964371454 |
| 2013-09-01 | 47.9520372591 |
| 2013-10-01 | 48.0836347649 |
| 2013-11-01 | 48.4257753255 |
| 2013-12-01 | 48.5476225441 |
| 2014-01-01 | 48.4942267173 |
| 2014-02-01 | 48.7359913603 |
| 2014-03-01 | 48.9353800879 |
| 2014-04-01 | 48.5025932791 |
| 2014-05-01 | 48.7654862447 |
| 2014-06-01 | 48.9385772938 |
| 2014-07-01 | 48.5192009792 |
| 2014-08-01 | 48.6390089949 |
| 2014-09-01 | 48.7663006875 |
| 2014-10-01 | 48.8784690493 |
| 2014-11-01 | 49.0102446498 |
| 2014-12-01 | 49.2262915670 |
| 2015-01-01 | 49.6878060357 |
| 2015-02-01 | 49.9183236818 |
| 2015-03-01 | 50.2074069788 |
| 2015-04-01 | 50.8911203917 |
| 2015-05-01 | 51.1599814074 |
| 2015-06-01 | 51.4761118063 |
| 2015-07-01 | 51.7101003076 |
| 2015-08-01 | 51.9042926602 |
| 2015-09-01 | 52.2055157429 |
| 2015-10-01 | 52.6672316409 |
| 2015-11-01 | 52.6873733659 |
| 2015-12-01 | 52.7906138922 |
| 2016-01-01 | 53.3891173471 |
| 2016-02-01 | 53.4970816217 |
| 2016-03-01 | 53.3513919670 |
| 2016-04-01 | 53.6827783696 |
| 2016-05-01 | 53.7653055880 |
| 2016-06-01 | 54.0351043912 |
| 2016-07-01 | 54.6996548641 |
| 2016-08-01 | 54.8947670864 |
| 2016-09-01 | 55.0673656335 |
| 2016-10-01 | 54.9337246811 |
| 2016-11-01 | 55.1400065303 |
| 2016-12-01 | 55.3161012878 |
| 2017-01-01 | 55.9138139396 |
| 2017-02-01 | 56.0662795776 |
| 2017-03-01 | 56.3885974082 |
| 2017-04-01 | 56.4862102898 |
| 2017-05-01 | 56.6609103838 |
| 2017-06-01 | 57.0025223683 |
| 2017-07-01 | 57.1103965196 |
| 2017-08-01 | 57.3018612275 |
| 2017-09-01 | 57.4604245025 |
| 2017-10-01 | 57.2836065776 |
| 2017-11-01 | 57.5816025943 |
| 2017-12-01 | 57.6012007966 |
| 2018-01-01 | 57.5497347488 |
| 2018-02-01 | 57.9424813658 |
| 2018-03-01 | 57.8828786975 |
| 2018-04-01 | 59.1910684461 |
| 2018-05-01 | 59.5732926968 |
| 2018-06-01 | 59.8591721606 |
| 2018-07-01 | 60.4559744601 |
| 2018-08-01 | 60.6253026465 |
| 2018-09-01 | 60.8760593778 |
| 2018-10-01 | 61.4264162286 |
| 2018-11-01 | 61.8216429082 |
| 2018-12-01 | 62.0468893215 |
| 2019-01-01 | 62.1952643039 |
| 2019-02-01 | 62.4103605946 |
| 2019-03-01 | 62.5654989190 |
| 2019-04-01 | 62.4886958556 |
| 2019-05-01 | 62.5939664320 |
| 2019-06-01 | 62.5913277055 |
| 2019-07-01 | 62.7380132347 |
| 2019-08-01 | 62.8599173574 |
| 2019-09-01 | 63.2983885663 |
| 2019-10-01 | 63.5705544347 |
| 2019-11-01 | 63.7898314076 |
| 2019-12-01 | 63.8773420658 |
| 2020-01-01 | 64.0970000878 |
| 2020-02-01 | 64.1761327282 |
| 2020-03-01 | 63.9456079927 |
| 2020-04-01 | 61.8977604536 |
| 2020-05-01 | 61.9331555379 |
| 2020-06-01 | 61.7927186702 |
| 2020-07-01 | 60.2556838673 |
| 2020-08-01 | 60.2985614419 |
| 2020-09-01 | 60.0775442664 |
| 2020-10-01 | 60.5314402147 |
| 2020-11-01 | 60.2862747552 |
| 2020-12-01 | 60.3240267485 |
| 2021-01-01 | 60.1506003426 |
| 2021-02-01 | 60.3080076516 |
| 2021-03-01 | 60.7393180479 |
| 2021-04-01 | 60.9392017541 |
| 2021-05-01 | 61.0070716800 |
| 2021-06-01 | 60.7941774385 |
| 2021-07-01 | 61.5738667915 |
| 2021-08-01 | 61.6109825499 |
| 2021-09-01 | 61.4157939665 |
| 2021-10-01 | 61.6904496927 |
| 2021-11-01 | 61.6835155923 |
| 2021-12-01 | 61.8046154333 |
| 2022-01-01 | 61.6800480359 |
| 2022-02-01 | 61.8536299865 |
| 2022-03-01 | 61.9410715335 |
| 2022-04-01 | 62.3009860717 |
| 2022-05-01 | 62.0023619011 |
| 2022-06-01 | 61.9997194283 |
| 2022-07-01 | 61.5847496234 |
| 2022-08-01 | 61.3936523531 |
| 2022-09-01 | 61.3024143001 |
| 2022-10-01 | 61.0621800313 |
| 2022-11-01 | 60.8597001858 |
| 2022-12-01 | 60.9167345540 |
| 2023-01-01 | 60.7335057803 |
| 2023-02-01 | 60.2018598654 |
| 2023-03-01 | 59.9405573411 |
| 2023-04-01 | 59.6794771629 |
| 2023-05-01 | 59.7943404564 |
| 2023-06-01 | 59.6166956534 |
| 2023-07-01 | 58.8888352789 |
| 2023-08-01 | 58.8665641595 |
| 2023-09-01 | 58.7667117756 |
| 2023-10-01 | 58.1168259058 |
| 2023-11-01 | 58.0188723890 |
| 2023-12-01 | 57.9447714295 |
| 2024-01-01 | 58.7998865092 |
| 2024-02-01 | 57.9848038112 |
| 2024-03-01 | 57.3467131916 |
| 2024-04-01 | 56.3594134139 |
| 2024-05-01 | 55.9558494477 |
| 2024-06-01 | 55.2417134021 |
| 2024-07-01 | 55.8958238398 |
| 2024-08-01 | 55.6331312636 |
| 2024-09-01 | 55.4085152580 |
| 2024-10-01 | 55.6842885107 |
| 2024-11-01 | 55.3738335393 |
| 2024-12-01 | 54.8833880882 |
| 2025-01-01 | 54.7902379562 |
| 2025-02-01 | 54.5655018308 |
| 2025-03-01 | 54.4380373877 |
| 2025-04-01 | 55.0333390865 |
| 2025-05-01 | 54.9024528869 |
| 2025-06-01 | 54.3769754340 |
| 2025-07-01 | 55.0932846298 |
| 2025-08-01 | 55.1009997036 |
| 2025-09-01 | 54.9717807752 |
| 2025-10-01 | 54.7372256619 |
| 2025-11-01 | 54.6324857957 |
| 2025-12-01 | 55.5140980645 |
| 2026-01-01 | 53.9978280652 |
| 2026-02-01 | 53.9792434641 |
| 2026-03-01 | 54.1425800320 |
| 2026-04-01 | 53.3596178503 |
| 2026-05-01 | 53.3223389247 |
| 2026-06-01 | 53.5070381052 |
| 2026-07-01 | 52.4839347612 |
| 2026-08-01 | 52.2686370026 |