Table Data - All Employees: Professional and Business Services: Computer Systems Design and Related Services in San Francisco-San Mateo-Redwood City, CA (MD)
| Title | All Employees: Professional and Business Services: Computer Systems Design and Related Services in San Francisco-San Mateo-Redwood City, CA (MD) |
|---|---|
| Series ID | SMU06418846054150001SA |
| 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 2025-12-01 |
| Last Updated | 2026-01-28 3:29 AM CST |
| 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 | 7.54661834714959 |
| 1990-02-01 | 7.74643128281825 |
| 1990-03-01 | 7.91013657722854 |
| 1990-04-01 | 8.46558055595931 |
| 1990-05-01 | 8.53955387695277 |
| 1990-06-01 | 8.64292812398839 |
| 1990-07-01 | 8.72861131412808 |
| 1990-08-01 | 8.78981765975533 |
| 1990-09-01 | 8.88246038771424 |
| 1990-10-01 | 8.77744753650762 |
| 1990-11-01 | 8.70797542160651 |
| 1990-12-01 | 8.83834996970154 |
| 1991-01-01 | 9.36486487820773 |
| 1991-02-01 | 10.36879715812420 |
| 1991-03-01 | 10.21380846587880 |
| 1991-04-01 | 10.07405383605620 |
| 1991-05-01 | 10.13919649885840 |
| 1991-06-01 | 10.13873631231950 |
| 1991-07-01 | 10.34076815609660 |
| 1991-08-01 | 10.39495408976940 |
| 1991-09-01 | 10.37803271230810 |
| 1991-10-01 | 10.46736190220420 |
| 1991-11-01 | 10.58901032168680 |
| 1991-12-01 | 10.71131747482080 |
| 1992-01-01 | 10.78018870119740 |
| 1992-02-01 | 10.87909883191740 |
| 1992-03-01 | 10.91832167129990 |
| 1992-04-01 | 11.17931310077970 |
| 1992-05-01 | 11.12651418799380 |
| 1992-06-01 | 11.11724556936080 |
| 1992-07-01 | 11.15559535302820 |
| 1992-08-01 | 11.20634777461710 |
| 1992-09-01 | 11.08165232773360 |
| 1992-10-01 | 11.35481565645030 |
| 1992-11-01 | 11.38589283373370 |
| 1992-12-01 | 11.50781126583170 |
| 1993-01-01 | 11.49282885459310 |
| 1993-02-01 | 11.48694890189650 |
| 1993-03-01 | 11.62373368380120 |
| 1993-04-01 | 11.57637385195910 |
| 1993-05-01 | 11.60217820492840 |
| 1993-06-01 | 11.69251927499180 |
| 1993-07-01 | 11.57031202952620 |
| 1993-08-01 | 11.51728820400440 |
| 1993-09-01 | 11.59037459640630 |
| 1993-10-01 | 11.64578695118940 |
| 1993-11-01 | 11.49744940062570 |
| 1993-12-01 | 11.22577063549640 |
| 1994-01-01 | 11.59724066022430 |
| 1994-02-01 | 11.27920387424090 |
| 1994-03-01 | 11.32406939166830 |
| 1994-04-01 | 11.47424470585270 |
| 1994-05-01 | 11.48553760771530 |
| 1994-06-01 | 11.46776697601180 |
| 1994-07-01 | 11.37128546539460 |
| 1994-08-01 | 11.52410155748990 |
| 1994-09-01 | 11.59945568045150 |
| 1994-10-01 | 11.24423250385950 |
| 1994-11-01 | 11.60759976964850 |
| 1994-12-01 | 11.64556787419340 |
| 1995-01-01 | 11.90969474625800 |
| 1995-02-01 | 11.66688329925610 |
| 1995-03-01 | 11.42147634830040 |
| 1995-04-01 | 11.66740661754560 |
| 1995-05-01 | 11.77677086322180 |
| 1995-06-01 | 11.95797507013830 |
| 1995-07-01 | 11.95889582669400 |
| 1995-08-01 | 12.11765119050010 |
| 1995-09-01 | 12.31091109327060 |
| 1995-10-01 | 12.14189668900320 |
| 1995-11-01 | 12.41688544193560 |
| 1995-12-01 | 12.76776649946100 |
| 1996-01-01 | 13.53002261234470 |
| 1996-02-01 | 13.75525996042680 |
| 1996-03-01 | 14.12577552711820 |
| 1996-04-01 | 14.17742477382960 |
| 1996-05-01 | 14.56828645908480 |
| 1996-06-01 | 14.64755235117020 |
| 1996-07-01 | 14.93431625873500 |
| 1996-08-01 | 15.20064247991680 |
| 1996-09-01 | 15.42971320962080 |
| 1996-10-01 | 15.72931942810270 |
| 1996-11-01 | 16.01024082884650 |
| 1996-12-01 | 16.38085267759990 |
| 1997-01-01 | 16.97758396887200 |
| 1997-02-01 | 17.05810470532640 |
| 1997-03-01 | 17.12393695435200 |
| 1997-04-01 | 17.68311517887720 |
| 1997-05-01 | 17.75289376325100 |
| 1997-06-01 | 17.94971950617390 |
| 1997-07-01 | 18.48628466759610 |
| 1997-08-01 | 18.76184584696370 |
| 1997-09-01 | 19.05106431493580 |
| 1997-10-01 | 18.12821620962680 |
| 1997-11-01 | 18.31766780050840 |
| 1997-12-01 | 18.31465580279760 |
| 1998-01-01 | 17.70566028967020 |
| 1998-02-01 | 17.96379198109660 |
| 1998-03-01 | 18.22346226930090 |
| 1998-04-01 | 18.16080061438910 |
| 1998-05-01 | 18.14662978480030 |
| 1998-06-01 | 18.34976370909710 |
| 1998-07-01 | 18.64204620482240 |
| 1998-08-01 | 18.73364653791520 |
| 1998-09-01 | 18.74712292566170 |
| 1998-10-01 | 19.04198815184680 |
| 1998-11-01 | 19.22509790904480 |
| 1998-12-01 | 19.44614113682560 |
| 1999-01-01 | 19.86568462387680 |
| 1999-02-01 | 20.19887179713610 |
| 1999-03-01 | 20.51191263441120 |
| 1999-04-01 | 21.03869395189320 |
| 1999-05-01 | 21.71891782503590 |
| 1999-06-01 | 22.43984385010190 |
| 1999-07-01 | 22.49520022147830 |
| 1999-08-01 | 22.98886703968740 |
| 1999-09-01 | 23.64806068944260 |
| 1999-10-01 | 24.56662198225770 |
| 1999-11-01 | 25.22350179032490 |
| 1999-12-01 | 26.04371138001980 |
| 2000-01-01 | 26.58271824501210 |
| 2000-02-01 | 27.66389905747480 |
| 2000-03-01 | 29.00640851338280 |
| 2000-04-01 | 30.91102190665620 |
| 2000-05-01 | 31.94516172888050 |
| 2000-06-01 | 33.29550252354040 |
| 2000-07-01 | 33.94071036175010 |
| 2000-08-01 | 34.82660898283010 |
| 2000-09-01 | 35.47618433087710 |
| 2000-10-01 | 35.51344466010140 |
| 2000-11-01 | 35.81714681528830 |
| 2000-12-01 | 35.68864900689260 |
| 2001-01-01 | 36.73917052449640 |
| 2001-02-01 | 36.34214666562880 |
| 2001-03-01 | 35.47595211029240 |
| 2001-04-01 | 33.66914304623630 |
| 2001-05-01 | 32.51542864989350 |
| 2001-06-01 | 31.60047099428800 |
| 2001-07-01 | 29.28601932752220 |
| 2001-08-01 | 28.37756831305210 |
| 2001-09-01 | 27.78011613181010 |
| 2001-10-01 | 26.65294417921380 |
| 2001-11-01 | 25.65615806069300 |
| 2001-12-01 | 25.28192851072910 |
| 2002-01-01 | 24.44053473436750 |
| 2002-02-01 | 23.83462012707530 |
| 2002-03-01 | 23.46714559802970 |
| 2002-04-01 | 22.94845759957900 |
| 2002-05-01 | 22.77786797718350 |
| 2002-06-01 | 22.32903588156470 |
| 2002-07-01 | 22.04929249890040 |
| 2002-08-01 | 21.74163014827670 |
| 2002-09-01 | 21.49385795592980 |
| 2002-10-01 | 20.84986332671400 |
| 2002-11-01 | 20.56887487836590 |
| 2002-12-01 | 20.36964754314900 |
| 2003-01-01 | 20.16285244193340 |
| 2003-02-01 | 19.98081725332140 |
| 2003-03-01 | 19.85814222614350 |
| 2003-04-01 | 19.73882900261960 |
| 2003-05-01 | 19.61160623636130 |
| 2003-06-01 | 19.53474635369760 |
| 2003-07-01 | 19.48601044538410 |
| 2003-08-01 | 19.48252755583630 |
| 2003-09-01 | 19.41433129924150 |
| 2003-10-01 | 19.63818579412790 |
| 2003-11-01 | 19.77447863103920 |
| 2003-12-01 | 19.85197498032230 |
| 2004-01-01 | 20.13402427858130 |
| 2004-02-01 | 20.04287029178470 |
| 2004-03-01 | 20.04856781262460 |
| 2004-04-01 | 20.43775828313870 |
| 2004-05-01 | 20.52724667152940 |
| 2004-06-01 | 20.72500078135300 |
| 2004-07-01 | 21.01415605813810 |
| 2004-08-01 | 21.21432113706410 |
| 2004-09-01 | 21.35375592935420 |
| 2004-10-01 | 21.90891955059150 |
| 2004-11-01 | 22.16875536776490 |
| 2004-12-01 | 22.41852869796920 |
| 2005-01-01 | 23.04321297204370 |
| 2005-02-01 | 23.12974310220200 |
| 2005-03-01 | 23.14923135004190 |
| 2005-04-01 | 23.03684229540070 |
| 2005-05-01 | 23.13854931836590 |
| 2005-06-01 | 23.31288879121600 |
| 2005-07-01 | 23.33312350711690 |
| 2005-08-01 | 23.53322586626430 |
| 2005-09-01 | 23.66793668775350 |
| 2005-10-01 | 23.87056284066180 |
| 2005-11-01 | 23.95951008399190 |
| 2005-12-01 | 24.20689396147910 |
| 2006-01-01 | 24.33648583106510 |
| 2006-02-01 | 24.62884687040350 |
| 2006-03-01 | 24.76126603298870 |
| 2006-04-01 | 25.15875087429590 |
| 2006-05-01 | 25.36319193228920 |
| 2006-06-01 | 25.61022268182220 |
| 2006-07-01 | 25.53401096244010 |
| 2006-08-01 | 25.72095838167580 |
| 2006-09-01 | 25.95493932151550 |
| 2006-10-01 | 26.12622865148630 |
| 2006-11-01 | 26.33994091504350 |
| 2006-12-01 | 26.59552918905710 |
| 2007-01-01 | 26.85876602937500 |
| 2007-02-01 | 27.06693048290040 |
| 2007-03-01 | 27.30374505475970 |
| 2007-04-01 | 27.28471015131420 |
| 2007-05-01 | 27.57792435641340 |
| 2007-06-01 | 27.80712952772830 |
| 2007-07-01 | 28.10919215792180 |
| 2007-08-01 | 28.28322132503630 |
| 2007-09-01 | 28.41338803623080 |
| 2007-10-01 | 28.58961709018120 |
| 2007-11-01 | 28.81901283466990 |
| 2007-12-01 | 28.99779582838590 |
| 2008-01-01 | 29.18091678980790 |
| 2008-02-01 | 29.42547335886470 |
| 2008-03-01 | 29.76011031096290 |
| 2008-04-01 | 30.12772184246220 |
| 2008-05-01 | 30.30747595338820 |
| 2008-06-01 | 30.30266560266820 |
| 2008-07-01 | 31.34082882034040 |
| 2008-08-01 | 31.41080104199680 |
| 2008-09-01 | 31.46522338515530 |
| 2008-10-01 | 31.46588972306420 |
| 2008-11-01 | 31.18478959572270 |
| 2008-12-01 | 31.02355349880560 |
| 2009-01-01 | 30.80429959471740 |
| 2009-02-01 | 30.59467675258140 |
| 2009-03-01 | 30.53809476680300 |
| 2009-04-01 | 29.85346743637060 |
| 2009-05-01 | 29.83416540008240 |
| 2009-06-01 | 29.69074633050900 |
| 2009-07-01 | 29.76534589762960 |
| 2009-08-01 | 29.94536805476670 |
| 2009-09-01 | 30.01422075870260 |
| 2009-10-01 | 30.16945504503860 |
| 2009-11-01 | 30.36912154456760 |
| 2009-12-01 | 30.77562465099020 |
| 2010-01-01 | 30.81319422452110 |
| 2010-02-01 | 31.04997008413530 |
| 2010-03-01 | 31.49864756993340 |
| 2010-04-01 | 32.00111331696260 |
| 2010-05-01 | 32.36971464100420 |
| 2010-06-01 | 32.64953259648890 |
| 2010-07-01 | 32.86427256313090 |
| 2010-08-01 | 33.03808826918690 |
| 2010-09-01 | 33.47432543647610 |
| 2010-10-01 | 33.87710148405360 |
| 2010-11-01 | 34.24303613794790 |
| 2010-12-01 | 34.52526768606430 |
| 2011-01-01 | 35.47782044328990 |
| 2011-02-01 | 35.93838260869190 |
| 2011-03-01 | 35.96582063424250 |
| 2011-04-01 | 36.45379302474300 |
| 2011-05-01 | 36.90164995396910 |
| 2011-06-01 | 37.66793744487810 |
| 2011-07-01 | 38.54354037633390 |
| 2011-08-01 | 39.09429443361840 |
| 2011-09-01 | 39.83799593981590 |
| 2011-10-01 | 40.39884745810500 |
| 2011-11-01 | 41.32988404176110 |
| 2011-12-01 | 41.87485715291420 |
| 2012-01-01 | 42.87600378915420 |
| 2012-02-01 | 43.64483123435120 |
| 2012-03-01 | 44.31998038278210 |
| 2012-04-01 | 45.14146847898690 |
| 2012-05-01 | 45.75211483204620 |
| 2012-06-01 | 46.36352753838580 |
| 2012-07-01 | 46.68135591889550 |
| 2012-08-01 | 47.10445034076640 |
| 2012-09-01 | 47.30550853296300 |
| 2012-10-01 | 47.75278271618430 |
| 2012-11-01 | 47.84095183169590 |
| 2012-12-01 | 47.93520319432560 |
| 2013-01-01 | 47.75048225271300 |
| 2013-02-01 | 48.11251007299630 |
| 2013-03-01 | 48.51194434058540 |
| 2013-04-01 | 48.87784940340380 |
| 2013-05-01 | 49.47214841789680 |
| 2013-06-01 | 49.80177359391550 |
| 2013-07-01 | 50.09833621003630 |
| 2013-08-01 | 50.57250213288550 |
| 2013-09-01 | 51.10844325537560 |
| 2013-10-01 | 51.20298950811560 |
| 2013-11-01 | 51.79097262263150 |
| 2013-12-01 | 52.26978813885850 |
| 2014-01-01 | 53.01952419715440 |
| 2014-02-01 | 53.66402981044040 |
| 2014-03-01 | 54.29674090616020 |
| 2014-04-01 | 54.51900897612530 |
| 2014-05-01 | 55.20057569160830 |
| 2014-06-01 | 56.04569542498030 |
| 2014-07-01 | 56.89359690113150 |
| 2014-08-01 | 57.80093433026730 |
| 2014-09-01 | 58.61744712940260 |
| 2014-10-01 | 59.26238266679380 |
| 2014-11-01 | 60.03603429774660 |
| 2014-12-01 | 61.28389704705400 |
| 2015-01-01 | 61.50880586657810 |
| 2015-02-01 | 62.11507310700670 |
| 2015-03-01 | 62.98978372848310 |
| 2015-04-01 | 63.36316793895950 |
| 2015-05-01 | 63.75810186713590 |
| 2015-06-01 | 63.97467079952510 |
| 2015-07-01 | 64.60510407235910 |
| 2015-08-01 | 64.88416791317740 |
| 2015-09-01 | 65.35424101913660 |
| 2015-10-01 | 65.70385509402730 |
| 2015-11-01 | 65.87016385443960 |
| 2015-12-01 | 66.15712086333580 |
| 2016-01-01 | 66.21706997314000 |
| 2016-02-01 | 66.37478745993640 |
| 2016-03-01 | 66.58743175125810 |
| 2016-04-01 | 67.07298681189820 |
| 2016-05-01 | 67.03594011973190 |
| 2016-06-01 | 66.87079429663480 |
| 2016-07-01 | 66.58126788572990 |
| 2016-08-01 | 66.71295383652830 |
| 2016-09-01 | 66.30519781989150 |
| 2016-10-01 | 66.40690412139760 |
| 2016-11-01 | 66.36654353450380 |
| 2016-12-01 | 66.33025730412870 |
| 2017-01-01 | 67.14746740675390 |
| 2017-02-01 | 67.27238718125710 |
| 2017-03-01 | 66.79080641485210 |
| 2017-04-01 | 67.56386688934940 |
| 2017-05-01 | 68.10166636912950 |
| 2017-06-01 | 69.08943185782520 |
| 2017-07-01 | 69.28633621463460 |
| 2017-08-01 | 69.78792453119780 |
| 2017-09-01 | 70.16407201314460 |
| 2017-10-01 | 70.25468876122270 |
| 2017-11-01 | 70.73039802067540 |
| 2017-12-01 | 71.49410079564170 |
| 2018-01-01 | 71.29405856798380 |
| 2018-02-01 | 71.78893508916730 |
| 2018-03-01 | 72.42595501832260 |
| 2018-04-01 | 72.79187801563290 |
| 2018-05-01 | 73.26999038593760 |
| 2018-06-01 | 74.13202710317970 |
| 2018-07-01 | 74.37344359437840 |
| 2018-08-01 | 74.88395094984240 |
| 2018-09-01 | 75.42168636700440 |
| 2018-10-01 | 75.84447931322710 |
| 2018-11-01 | 76.70465079850200 |
| 2018-12-01 | 76.93622404242190 |
| 2019-01-01 | 77.46419606385280 |
| 2019-02-01 | 77.92451556093880 |
| 2019-03-01 | 78.04911654672370 |
| 2019-04-01 | 79.01640684820550 |
| 2019-05-01 | 79.40800349873770 |
| 2019-06-01 | 79.97558938934380 |
| 2019-07-01 | 81.37132131237660 |
| 2019-08-01 | 81.88087898484590 |
| 2019-09-01 | 82.18627895170930 |
| 2019-10-01 | 82.70883739495890 |
| 2019-11-01 | 83.09464660183200 |
| 2019-12-01 | 83.20107953979190 |
| 2020-01-01 | 83.92032734668160 |
| 2020-02-01 | 83.87906642229730 |
| 2020-03-01 | 83.68707799182280 |
| 2020-04-01 | 82.89946251847550 |
| 2020-05-01 | 82.57435531727140 |
| 2020-06-01 | 81.71942366944180 |
| 2020-07-01 | 80.36200977719790 |
| 2020-08-01 | 80.93651879941770 |
| 2020-09-01 | 81.43863146279390 |
| 2020-10-01 | 81.29469281974640 |
| 2020-11-01 | 81.34741387992830 |
| 2020-12-01 | 81.40976260067800 |
| 2021-01-01 | 81.11129894894720 |
| 2021-02-01 | 81.42996479435640 |
| 2021-03-01 | 81.98241736993890 |
| 2021-04-01 | 82.25455396645880 |
| 2021-05-01 | 82.66395488508220 |
| 2021-06-01 | 82.82119936680880 |
| 2021-07-01 | 83.92832676545100 |
| 2021-08-01 | 84.73655220453350 |
| 2021-09-01 | 85.73646191656550 |
| 2021-10-01 | 87.37836976260220 |
| 2021-11-01 | 87.57165121816760 |
| 2021-12-01 | 89.11579425217090 |
| 2022-01-01 | 88.98572404773460 |
| 2022-02-01 | 89.71873424986930 |
| 2022-03-01 | 90.36859218550880 |
| 2022-04-01 | 91.43887084968380 |
| 2022-05-01 | 92.07193038909670 |
| 2022-06-01 | 92.74100929492220 |
| 2022-07-01 | 93.03513495143070 |
| 2022-08-01 | 93.42185970626140 |
| 2022-09-01 | 92.78165702353610 |
| 2022-10-01 | 91.57430260291930 |
| 2022-11-01 | 91.97407839330310 |
| 2022-12-01 | 91.37909114118870 |
| 2023-01-01 | 92.27763697066160 |
| 2023-02-01 | 91.51101716722330 |
| 2023-03-01 | 91.11831625383560 |
| 2023-04-01 | 90.80090344774020 |
| 2023-05-01 | 90.47499620872400 |
| 2023-06-01 | 90.19982538065900 |
| 2023-07-01 | 88.53250075099660 |
| 2023-08-01 | 88.63698523568850 |
| 2023-09-01 | 88.36784336624960 |
| 2023-10-01 | 86.68409501506120 |
| 2023-11-01 | 86.89874474947710 |
| 2023-12-01 | 86.82305185960370 |
| 2024-01-01 | 87.55095310253000 |
| 2024-02-01 | 87.38891552942550 |
| 2024-03-01 | 87.46762356884570 |
| 2024-04-01 | 86.76063763780650 |
| 2024-05-01 | 86.82741428923180 |
| 2024-06-01 | 86.77018297586170 |
| 2024-07-01 | 86.99426533896790 |
| 2024-08-01 | 87.03460310328340 |
| 2024-09-01 | 86.83370650203750 |
| 2024-10-01 | 87.67476369364660 |
| 2024-11-01 | 87.71457733686300 |
| 2024-12-01 | 87.94198461483170 |
| 2025-01-01 | 86.12814617457470 |
| 2025-02-01 | 86.37608468685600 |
| 2025-03-01 | 85.67600702923290 |
| 2025-04-01 | 86.37188343238850 |
| 2025-05-01 | 86.32018331018420 |
| 2025-06-01 | 86.27264585509360 |
| 2025-07-01 | 86.43835077466870 |
| 2025-08-01 | 85.90955381164710 |
| 2025-09-01 | 86.27886585670020 |
| 2025-10-01 | 86.98624046475240 |
| 2025-11-01 | 87.21881547754270 |
| 2025-12-01 | 87.54454440676150 |