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 2026-06-01 |
| Last Updated | 2026-07-22 10:39 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 | 25.8508684300871 |
| 1990-02-01 | 25.6630932188132 |
| 1990-03-01 | 26.1382793538887 |
| 1990-04-01 | 25.5330241263129 |
| 1990-05-01 | 24.8329254840634 |
| 1990-06-01 | 24.9822872214046 |
| 1990-07-01 | 24.7589237268915 |
| 1990-08-01 | 24.7168907132816 |
| 1990-09-01 | 24.7940959560588 |
| 1990-10-01 | 24.7378411121935 |
| 1990-11-01 | 24.8351758270892 |
| 1990-12-01 | 24.8253712337630 |
| 1991-01-01 | 24.8553941541234 |
| 1991-02-01 | 25.0899420179809 |
| 1991-03-01 | 25.3734871239968 |
| 1991-04-01 | 25.4424888674418 |
| 1991-05-01 | 25.2254328530939 |
| 1991-06-01 | 24.6981560815453 |
| 1991-07-01 | 25.2338389043062 |
| 1991-08-01 | 25.1835071938400 |
| 1991-09-01 | 25.1483987785242 |
| 1991-10-01 | 25.3334173814177 |
| 1991-11-01 | 25.3308070952205 |
| 1991-12-01 | 25.4216757191673 |
| 1992-01-01 | 25.9732277052218 |
| 1992-02-01 | 25.9335735421691 |
| 1992-03-01 | 25.3172204559005 |
| 1992-04-01 | 24.9875482537673 |
| 1992-05-01 | 24.9280095847872 |
| 1992-06-01 | 25.1075152461470 |
| 1992-07-01 | 24.7018120309997 |
| 1992-08-01 | 24.6254120003957 |
| 1992-09-01 | 24.3694589882932 |
| 1992-10-01 | 24.6196179321199 |
| 1992-11-01 | 24.5155478263994 |
| 1992-12-01 | 24.4146780271019 |
| 1993-01-01 | 24.1912110339315 |
| 1993-02-01 | 24.3930643664145 |
| 1993-03-01 | 24.4915365836499 |
| 1993-04-01 | 24.6626228783484 |
| 1993-05-01 | 24.9374014071782 |
| 1993-06-01 | 25.0104827598630 |
| 1993-07-01 | 25.2720612110913 |
| 1993-08-01 | 25.2349528986070 |
| 1993-09-01 | 25.3662117850563 |
| 1993-10-01 | 25.1058756688118 |
| 1993-11-01 | 25.0940200666720 |
| 1993-12-01 | 25.2062827269275 |
| 1994-01-01 | 26.7270247478596 |
| 1994-02-01 | 26.5714880054244 |
| 1994-03-01 | 26.6718901519152 |
| 1994-04-01 | 27.2400586198946 |
| 1994-05-01 | 27.2515303176354 |
| 1994-06-01 | 27.0932280386065 |
| 1994-07-01 | 27.4363651892928 |
| 1994-08-01 | 27.4454697790858 |
| 1994-09-01 | 27.4514899502694 |
| 1994-10-01 | 27.4955526999756 |
| 1994-11-01 | 27.5914100374169 |
| 1994-12-01 | 27.8002701959753 |
| 1995-01-01 | 28.2400513128272 |
| 1995-02-01 | 29.0675974945495 |
| 1995-03-01 | 29.0746561039825 |
| 1995-04-01 | 28.7940632917484 |
| 1995-05-01 | 28.9550632820428 |
| 1995-06-01 | 29.4514651908011 |
| 1995-07-01 | 29.0974309491433 |
| 1995-08-01 | 29.4547189887200 |
| 1995-09-01 | 29.8718012403968 |
| 1995-10-01 | 30.0920020860914 |
| 1995-11-01 | 30.5115742288569 |
| 1995-12-01 | 30.7059465542639 |
| 1996-01-01 | 29.9601807909953 |
| 1996-02-01 | 30.0513666770513 |
| 1996-03-01 | 31.1576028902111 |
| 1996-04-01 | 29.6140870903038 |
| 1996-05-01 | 29.8425198805176 |
| 1996-06-01 | 29.9734229307328 |
| 1996-07-01 | 30.2667989988591 |
| 1996-08-01 | 30.7146339823795 |
| 1996-09-01 | 30.8302564738357 |
| 1996-10-01 | 30.7942642443593 |
| 1996-11-01 | 31.0504166150086 |
| 1996-12-01 | 31.2064878865198 |
| 1997-01-01 | 33.2561914037215 |
| 1997-02-01 | 33.1885718720632 |
| 1997-03-01 | 33.6455274310858 |
| 1997-04-01 | 33.9357180657501 |
| 1997-05-01 | 33.9207232066433 |
| 1997-06-01 | 34.0827559695432 |
| 1997-07-01 | 34.2570539185594 |
| 1997-08-01 | 34.1818280010222 |
| 1997-09-01 | 33.3246694488311 |
| 1997-10-01 | 34.5106409389010 |
| 1997-11-01 | 34.5063516906284 |
| 1997-12-01 | 34.8083047979357 |
| 1998-01-01 | 35.2249267999653 |
| 1998-02-01 | 35.2884153273617 |
| 1998-03-01 | 35.7048883599763 |
| 1998-04-01 | 36.0265236379567 |
| 1998-05-01 | 36.5028281751321 |
| 1998-06-01 | 37.0029952286253 |
| 1998-07-01 | 37.4795919463369 |
| 1998-08-01 | 37.8074459337637 |
| 1998-09-01 | 37.9585599114120 |
| 1998-10-01 | 38.4203091392159 |
| 1998-11-01 | 38.7463727345912 |
| 1998-12-01 | 38.5759474691168 |
| 1999-01-01 | 39.3478263355260 |
| 1999-02-01 | 40.0644680684488 |
| 1999-03-01 | 40.6401275350174 |
| 1999-04-01 | 41.5190259311221 |
| 1999-05-01 | 42.0139528286085 |
| 1999-06-01 | 42.4627139713887 |
| 1999-07-01 | 42.2382724355826 |
| 1999-08-01 | 42.1487062792436 |
| 1999-09-01 | 42.6327625246719 |
| 1999-10-01 | 42.6068021336939 |
| 1999-11-01 | 42.8452188655689 |
| 1999-12-01 | 43.1150355359434 |
| 2000-01-01 | 43.2508123940977 |
| 2000-02-01 | 43.7378528725289 |
| 2000-03-01 | 43.5267061446758 |
| 2000-04-01 | 43.7199939354706 |
| 2000-05-01 | 44.3490971048111 |
| 2000-06-01 | 45.0550116295805 |
| 2000-07-01 | 45.7267847136388 |
| 2000-08-01 | 46.6359851084339 |
| 2000-09-01 | 47.0302711053493 |
| 2000-10-01 | 46.8657857557157 |
| 2000-11-01 | 46.9750425304769 |
| 2000-12-01 | 47.1261442654742 |
| 2001-01-01 | 47.6437375094013 |
| 2001-02-01 | 47.5097849792847 |
| 2001-03-01 | 47.2187470826797 |
| 2001-04-01 | 46.8547442908007 |
| 2001-05-01 | 46.2034785788719 |
| 2001-06-01 | 45.6789756326187 |
| 2001-07-01 | 44.6013468915025 |
| 2001-08-01 | 44.2933749264930 |
| 2001-09-01 | 43.7281501196963 |
| 2001-10-01 | 43.5147247587817 |
| 2001-11-01 | 43.1864326954479 |
| 2001-12-01 | 42.9718185620586 |
| 2002-01-01 | 42.4471444833877 |
| 2002-02-01 | 42.1970193311430 |
| 2002-03-01 | 42.2006789133436 |
| 2002-04-01 | 42.0919436285696 |
| 2002-05-01 | 41.7286316748088 |
| 2002-06-01 | 41.9082758588476 |
| 2002-07-01 | 41.8362976518787 |
| 2002-08-01 | 41.9609018842623 |
| 2002-09-01 | 42.1105163391906 |
| 2002-10-01 | 42.5615882192938 |
| 2002-11-01 | 42.6107708283417 |
| 2002-12-01 | 42.8584466350727 |
| 2003-01-01 | 42.5865359050822 |
| 2003-02-01 | 42.2950403162245 |
| 2003-03-01 | 42.4995489270903 |
| 2003-04-01 | 42.2181553320661 |
| 2003-05-01 | 42.3167734250418 |
| 2003-06-01 | 41.9279170535242 |
| 2003-07-01 | 42.4288649758178 |
| 2003-08-01 | 42.4904795910128 |
| 2003-09-01 | 42.4655023606130 |
| 2003-10-01 | 42.5194840443255 |
| 2003-11-01 | 42.6866761553550 |
| 2003-12-01 | 43.2026925865575 |
| 2004-01-01 | 42.2716519315626 |
| 2004-02-01 | 41.3873587657906 |
| 2004-03-01 | 41.4965642095493 |
| 2004-04-01 | 41.7356836961283 |
| 2004-05-01 | 41.5660168948273 |
| 2004-06-01 | 41.1376369088049 |
| 2004-07-01 | 41.5806894154062 |
| 2004-08-01 | 41.4058103494841 |
| 2004-09-01 | 41.0875887311276 |
| 2004-10-01 | 41.1001255963512 |
| 2004-11-01 | 41.0929615345868 |
| 2004-12-01 | 40.9744958554928 |
| 2005-01-01 | 41.1869856490106 |
| 2005-02-01 | 41.4851278477894 |
| 2005-03-01 | 41.8193327720799 |
| 2005-04-01 | 41.2247541814604 |
| 2005-05-01 | 41.5113488025845 |
| 2005-06-01 | 41.3483460585689 |
| 2005-07-01 | 41.3132377307794 |
| 2005-08-01 | 41.2833361488851 |
| 2005-09-01 | 41.7848223059745 |
| 2005-10-01 | 41.6845259457834 |
| 2005-11-01 | 41.8233332089591 |
| 2005-12-01 | 42.0611748258514 |
| 2006-01-01 | 42.3274030423447 |
| 2006-02-01 | 42.6926705883451 |
| 2006-03-01 | 42.9312526146184 |
| 2006-04-01 | 43.3043752985995 |
| 2006-05-01 | 43.4679976694842 |
| 2006-06-01 | 43.4547035008810 |
| 2006-07-01 | 43.3466382822976 |
| 2006-08-01 | 43.5616113364041 |
| 2006-09-01 | 43.5657734690375 |
| 2006-10-01 | 43.5596609811892 |
| 2006-11-01 | 43.5461333859236 |
| 2006-12-01 | 43.6161595000048 |
| 2007-01-01 | 44.2922829972271 |
| 2007-02-01 | 44.6423465782331 |
| 2007-03-01 | 45.0486308220622 |
| 2007-04-01 | 44.7558484711636 |
| 2007-05-01 | 45.0481537902022 |
| 2007-06-01 | 45.5665174010497 |
| 2007-07-01 | 46.1901606059635 |
| 2007-08-01 | 46.3305203014340 |
| 2007-09-01 | 46.3449682270360 |
| 2007-10-01 | 46.8221624760070 |
| 2007-11-01 | 47.1593026809614 |
| 2007-12-01 | 47.3222398713775 |
| 2008-01-01 | 47.4587793263807 |
| 2008-02-01 | 47.3110839273048 |
| 2008-03-01 | 47.4606788132260 |
| 2008-04-01 | 47.5381762908317 |
| 2008-05-01 | 47.4709451838246 |
| 2008-06-01 | 47.2923658568433 |
| 2008-07-01 | 47.2263582228125 |
| 2008-08-01 | 47.0734387043110 |
| 2008-09-01 | 47.1187065886182 |
| 2008-10-01 | 47.2907240932366 |
| 2008-11-01 | 46.7406481435789 |
| 2008-12-01 | 46.1897501595985 |
| 2009-01-01 | 45.4214334055817 |
| 2009-02-01 | 45.2046596875120 |
| 2009-03-01 | 44.8069315257507 |
| 2009-04-01 | 44.6292135097889 |
| 2009-05-01 | 44.1948393406755 |
| 2009-06-01 | 43.8230426856276 |
| 2009-07-01 | 43.2697284086125 |
| 2009-08-01 | 42.8011416884780 |
| 2009-09-01 | 42.4918915137235 |
| 2009-10-01 | 42.1704576095769 |
| 2009-11-01 | 41.8088931008082 |
| 2009-12-01 | 41.5394305524953 |
| 2010-01-01 | 41.7786377621769 |
| 2010-02-01 | 42.0779286418767 |
| 2010-03-01 | 42.4561676453109 |
| 2010-04-01 | 42.6524553078964 |
| 2010-05-01 | 42.8234755416214 |
| 2010-06-01 | 43.2517976383153 |
| 2010-07-01 | 43.0249098314288 |
| 2010-08-01 | 43.0172466171292 |
| 2010-09-01 | 43.2578726858939 |
| 2010-10-01 | 43.4713265488119 |
| 2010-11-01 | 43.6739969133325 |
| 2010-12-01 | 44.1968354983933 |
| 2011-01-01 | 44.4286933500891 |
| 2011-02-01 | 44.5299392828099 |
| 2011-03-01 | 44.6054811691518 |
| 2011-04-01 | 44.0816377732158 |
| 2011-05-01 | 44.3306070646516 |
| 2011-06-01 | 44.5678082888518 |
| 2011-07-01 | 45.1007882034992 |
| 2011-08-01 | 45.5399860359847 |
| 2011-09-01 | 45.8382053051776 |
| 2011-10-01 | 45.4836653382523 |
| 2011-11-01 | 45.5536188735664 |
| 2011-12-01 | 45.5739586440286 |
| 2012-01-01 | 45.0381901027206 |
| 2012-02-01 | 45.3461826069989 |
| 2012-03-01 | 45.3633234531737 |
| 2012-04-01 | 45.8069806600243 |
| 2012-05-01 | 46.2521564133185 |
| 2012-06-01 | 46.3897858440291 |
| 2012-07-01 | 46.3610631784920 |
| 2012-08-01 | 46.4601714576688 |
| 2012-09-01 | 46.5422405363586 |
| 2012-10-01 | 46.6866092060618 |
| 2012-11-01 | 46.8347023748268 |
| 2012-12-01 | 46.9892060403643 |
| 2013-01-01 | 46.6256425988729 |
| 2013-02-01 | 47.0463068130956 |
| 2013-03-01 | 47.2481782798330 |
| 2013-04-01 | 47.2141549482628 |
| 2013-05-01 | 47.2546793008760 |
| 2013-06-01 | 47.4114717516919 |
| 2013-07-01 | 47.5033743760682 |
| 2013-08-01 | 47.7964746344870 |
| 2013-09-01 | 47.9520785859424 |
| 2013-10-01 | 48.0836724651864 |
| 2013-11-01 | 48.4258014133651 |
| 2013-12-01 | 48.5472034549646 |
| 2014-01-01 | 48.4942177207558 |
| 2014-02-01 | 48.7359677986735 |
| 2014-03-01 | 48.9354223121918 |
| 2014-04-01 | 48.5027323461271 |
| 2014-05-01 | 48.7654769718852 |
| 2014-06-01 | 48.9386130582066 |
| 2014-07-01 | 48.5193654517415 |
| 2014-08-01 | 48.6390631986901 |
| 2014-09-01 | 48.7663445985340 |
| 2014-10-01 | 48.8785081689856 |
| 2014-11-01 | 49.0102767110770 |
| 2014-12-01 | 49.2255913696291 |
| 2015-01-01 | 49.6876671109560 |
| 2015-02-01 | 49.9183992196737 |
| 2015-03-01 | 50.2075529532344 |
| 2015-04-01 | 50.8913699314606 |
| 2015-05-01 | 51.1602262296607 |
| 2015-06-01 | 51.4763344005207 |
| 2015-07-01 | 51.7103513184174 |
| 2015-08-01 | 51.9042166076547 |
| 2015-09-01 | 52.2053450057895 |
| 2015-10-01 | 52.6670500802682 |
| 2015-11-01 | 52.6872028314934 |
| 2015-12-01 | 52.7895660912260 |
| 2016-01-01 | 53.3886873563334 |
| 2016-02-01 | 53.4970327174357 |
| 2016-03-01 | 53.3516206107003 |
| 2016-04-01 | 53.6835541212152 |
| 2016-05-01 | 53.7666143197579 |
| 2016-06-01 | 54.0363220697268 |
| 2016-07-01 | 54.7003163118730 |
| 2016-08-01 | 54.8943314412926 |
| 2016-09-01 | 55.0663529074262 |
| 2016-10-01 | 54.9327126149378 |
| 2016-11-01 | 55.1392065121021 |
| 2016-12-01 | 55.3143149752354 |
| 2017-01-01 | 55.9124927286868 |
| 2017-02-01 | 56.0653412707587 |
| 2017-03-01 | 56.3886515909943 |
| 2017-04-01 | 56.4876030192558 |
| 2017-05-01 | 56.6653683099482 |
| 2017-06-01 | 57.0082682868719 |
| 2017-07-01 | 57.1112753914558 |
| 2017-08-01 | 57.3014257657458 |
| 2017-09-01 | 57.4578309260964 |
| 2017-10-01 | 57.2779050799115 |
| 2017-11-01 | 57.5811489735566 |
| 2017-12-01 | 57.5984218109540 |
| 2018-01-01 | 57.5462420959033 |
| 2018-02-01 | 57.9396849438022 |
| 2018-03-01 | 57.8817578998009 |
| 2018-04-01 | 59.1910835490184 |
| 2018-05-01 | 59.5777871362945 |
| 2018-06-01 | 59.8902232453030 |
| 2018-07-01 | 60.4500211112267 |
| 2018-08-01 | 60.6226293069664 |
| 2018-09-01 | 60.8722520437761 |
| 2018-10-01 | 61.4148359605788 |
| 2018-11-01 | 61.8202469928798 |
| 2018-12-01 | 62.0420242732658 |
| 2019-01-01 | 62.1881084241803 |
| 2019-02-01 | 62.4041778851450 |
| 2019-03-01 | 62.5619602799003 |
| 2019-04-01 | 62.4844500210616 |
| 2019-05-01 | 62.5957711167369 |
| 2019-06-01 | 62.6687418069002 |
| 2019-07-01 | 62.7215850203840 |
| 2019-08-01 | 62.8523449778619 |
| 2019-09-01 | 63.2920371938177 |
| 2019-10-01 | 63.5524540682227 |
| 2019-11-01 | 63.7866337326560 |
| 2019-12-01 | 63.8687309313265 |
| 2020-01-01 | 64.0845585057186 |
| 2020-02-01 | 64.1651291738266 |
| 2020-03-01 | 63.9370587856577 |
| 2020-04-01 | 61.8867727670367 |
| 2020-05-01 | 61.9292620977140 |
| 2020-06-01 | 61.9448088497982 |
| 2020-07-01 | 60.2130521288274 |
| 2020-08-01 | 60.2869637386433 |
| 2020-09-01 | 60.0689178985693 |
| 2020-10-01 | 60.5083330575858 |
| 2020-11-01 | 60.2775524917435 |
| 2020-12-01 | 60.3101031462758 |
| 2021-01-01 | 60.1316617550399 |
| 2021-02-01 | 60.2890186982921 |
| 2021-03-01 | 60.7263380504263 |
| 2021-04-01 | 60.9241861160247 |
| 2021-05-01 | 60.9976974066789 |
| 2021-06-01 | 61.0304189639012 |
| 2021-07-01 | 61.5064170365955 |
| 2021-08-01 | 61.5920823034719 |
| 2021-09-01 | 61.3999676043903 |
| 2021-10-01 | 61.6597991509349 |
| 2021-11-01 | 61.6671715064707 |
| 2021-12-01 | 61.7834954741960 |
| 2022-01-01 | 61.6541093899222 |
| 2022-02-01 | 61.8290486909050 |
| 2022-03-01 | 61.9257970451963 |
| 2022-04-01 | 62.2872794695176 |
| 2022-05-01 | 61.9878159513730 |
| 2022-06-01 | 62.3304328091869 |
| 2022-07-01 | 61.4880488308585 |
| 2022-08-01 | 61.3606784119872 |
| 2022-09-01 | 61.2736651450536 |
| 2022-10-01 | 61.0221064948452 |
| 2022-11-01 | 60.8287311060992 |
| 2022-12-01 | 60.8874099676909 |
| 2023-01-01 | 60.7030998533005 |
| 2023-02-01 | 60.1765510934274 |
| 2023-03-01 | 59.9242304545839 |
| 2023-04-01 | 59.6790326182265 |
| 2023-05-01 | 59.8061599002086 |
| 2023-06-01 | 60.0043653686469 |
| 2023-07-01 | 58.7706021225901 |
| 2023-08-01 | 58.8118357162331 |
| 2023-09-01 | 58.7180460785837 |
| 2023-10-01 | 58.0623215388095 |
| 2023-11-01 | 57.9712474352384 |
| 2023-12-01 | 57.9087741239412 |
| 2024-01-01 | 58.7674262364412 |
| 2024-02-01 | 57.9630230105292 |
| 2024-03-01 | 57.3310928145493 |
| 2024-04-01 | 56.3812968912411 |
| 2024-05-01 | 56.0124936204890 |
| 2024-06-01 | 55.6582389586866 |
| 2024-07-01 | 55.7527273201346 |
| 2024-08-01 | 55.5617482589711 |
| 2024-09-01 | 55.3398092613625 |
| 2024-10-01 | 55.6137637878552 |
| 2024-11-01 | 55.3088356810819 |
| 2024-12-01 | 54.8431184667972 |
| 2025-01-01 | 54.7577378164336 |
| 2025-02-01 | 54.5472870340758 |
| 2025-03-01 | 54.4240603256755 |
| 2025-04-01 | 55.0812860470731 |
| 2025-05-01 | 55.0157021281387 |
| 2025-06-01 | 54.7841598033595 |
| 2025-07-01 | 54.9392572237431 |
| 2025-08-01 | 55.0175354869437 |
| 2025-09-01 | 54.8850869709709 |
| 2025-10-01 | 54.6499493002122 |
| 2025-11-01 | 54.5557827625055 |
| 2025-12-01 | 55.4716797946705 |
| 2026-01-01 | 53.9655064822365 |
| 2026-02-01 | 53.9651485828673 |
| 2026-03-01 | 54.1314381059824 |
| 2026-04-01 | 53.4272319353377 |
| 2026-05-01 | 53.4729450670688 |
| 2026-06-01 | 53.8053214613362 |