Table Data - All Employees: Professional and Business Services: Computer Systems Design and Related Services in California
| Title | All Employees: Professional and Business Services: Computer Systems Design and Related Services in California |
|---|---|
| Series ID | SMU06000006054150001SA |
| 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 10:41 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 | 64.4375972628010 |
| 1990-02-01 | 65.0040988870539 |
| 1990-03-01 | 65.3757720022474 |
| 1990-04-01 | 65.2535240226118 |
| 1990-05-01 | 64.8571403102400 |
| 1990-06-01 | 65.3401936057867 |
| 1990-07-01 | 67.3952504652056 |
| 1990-08-01 | 68.2123701204373 |
| 1990-09-01 | 68.8981815143537 |
| 1990-10-01 | 68.8628704190794 |
| 1990-11-01 | 68.9016457257467 |
| 1990-12-01 | 69.2579586777693 |
| 1991-01-01 | 73.6734870265173 |
| 1991-02-01 | 74.1690238343401 |
| 1991-03-01 | 73.7881490362244 |
| 1991-04-01 | 76.1655728787034 |
| 1991-05-01 | 76.0156017777389 |
| 1991-06-01 | 75.5921107644880 |
| 1991-07-01 | 77.3426344466623 |
| 1991-08-01 | 77.6450091163251 |
| 1991-09-01 | 77.7483054067237 |
| 1991-10-01 | 78.3711087353445 |
| 1991-11-01 | 79.3350261697002 |
| 1991-12-01 | 79.9958858892185 |
| 1992-01-01 | 81.0956078769692 |
| 1992-02-01 | 80.7239422918689 |
| 1992-03-01 | 80.9996181162962 |
| 1992-04-01 | 81.3012717441672 |
| 1992-05-01 | 81.4296611909491 |
| 1992-06-01 | 81.4757906438876 |
| 1992-07-01 | 81.1408691967976 |
| 1992-08-01 | 81.4858332656253 |
| 1992-09-01 | 81.2142675342608 |
| 1992-10-01 | 82.0978336728202 |
| 1992-11-01 | 82.2471600738803 |
| 1992-12-01 | 82.2179759142123 |
| 1993-01-01 | 80.8203132006586 |
| 1993-02-01 | 80.8926012740445 |
| 1993-03-01 | 80.7317113013304 |
| 1993-04-01 | 80.6018050417895 |
| 1993-05-01 | 80.9796166591430 |
| 1993-06-01 | 81.4598891295895 |
| 1993-07-01 | 80.6423078616094 |
| 1993-08-01 | 81.1748674754916 |
| 1993-09-01 | 82.6041515735034 |
| 1993-10-01 | 82.5867971879192 |
| 1993-11-01 | 82.7412026086929 |
| 1993-12-01 | 83.3181962645462 |
| 1994-01-01 | 85.4114989134558 |
| 1994-02-01 | 85.6744407272996 |
| 1994-03-01 | 86.2215352909754 |
| 1994-04-01 | 86.9988794692766 |
| 1994-05-01 | 87.7410960001196 |
| 1994-06-01 | 87.8319474427803 |
| 1994-07-01 | 88.5800200155001 |
| 1994-08-01 | 89.0179581058021 |
| 1994-09-01 | 89.8110125287685 |
| 1994-10-01 | 89.8419865251008 |
| 1994-11-01 | 90.4447357347543 |
| 1994-12-01 | 91.4296078646761 |
| 1995-01-01 | 92.8241292944142 |
| 1995-02-01 | 94.6929605609391 |
| 1995-03-01 | 95.3798140948069 |
| 1995-04-01 | 95.5704471966403 |
| 1995-05-01 | 96.9309896378237 |
| 1995-06-01 | 98.1413763080988 |
| 1995-07-01 | 99.3121639672182 |
| 1995-08-01 | 100.5008527057700 |
| 1995-09-01 | 101.5604436951020 |
| 1995-10-01 | 102.3407904996880 |
| 1995-11-01 | 104.1144017730160 |
| 1995-12-01 | 105.1524847465790 |
| 1996-01-01 | 106.0869692988880 |
| 1996-02-01 | 107.0501736695720 |
| 1996-03-01 | 109.1760985987870 |
| 1996-04-01 | 109.8052079234080 |
| 1996-05-01 | 110.0648399477210 |
| 1996-06-01 | 110.6222914908600 |
| 1996-07-01 | 113.1121910037260 |
| 1996-08-01 | 115.1797108783720 |
| 1996-09-01 | 116.8258702329850 |
| 1996-10-01 | 118.8277023857390 |
| 1996-11-01 | 120.3583303043870 |
| 1996-12-01 | 122.0604656641090 |
| 1997-01-01 | 124.6391640925930 |
| 1997-02-01 | 125.3646386761710 |
| 1997-03-01 | 126.3083764259020 |
| 1997-04-01 | 128.4501336655010 |
| 1997-05-01 | 129.7462086162650 |
| 1997-06-01 | 130.7836202175990 |
| 1997-07-01 | 132.5946009932090 |
| 1997-08-01 | 133.3572135141840 |
| 1997-09-01 | 133.6108054376510 |
| 1997-10-01 | 134.8230403952820 |
| 1997-11-01 | 135.4739386004550 |
| 1997-12-01 | 136.9727127730720 |
| 1998-01-01 | 138.2952431383270 |
| 1998-02-01 | 139.3806227830870 |
| 1998-03-01 | 140.4603955922140 |
| 1998-04-01 | 141.8572509076600 |
| 1998-05-01 | 143.3341199719210 |
| 1998-06-01 | 145.2227768159080 |
| 1998-07-01 | 146.9646692810110 |
| 1998-08-01 | 147.9084210039650 |
| 1998-09-01 | 149.5741793981810 |
| 1998-10-01 | 151.6196906177560 |
| 1998-11-01 | 153.4297360082200 |
| 1998-12-01 | 154.2207679885500 |
| 1999-01-01 | 155.4576841111320 |
| 1999-02-01 | 157.9168842824130 |
| 1999-03-01 | 159.5415454028030 |
| 1999-04-01 | 161.1642767857460 |
| 1999-05-01 | 164.2334441009920 |
| 1999-06-01 | 167.0058705637620 |
| 1999-07-01 | 166.7197060060040 |
| 1999-08-01 | 168.7194490049130 |
| 1999-09-01 | 171.5186425291170 |
| 1999-10-01 | 173.6882127554240 |
| 1999-11-01 | 176.1474815489500 |
| 1999-12-01 | 178.9130377242530 |
| 2000-01-01 | 182.7397881148410 |
| 2000-02-01 | 186.9230387943590 |
| 2000-03-01 | 191.1685018727140 |
| 2000-04-01 | 196.5038500004930 |
| 2000-05-01 | 201.8094644772680 |
| 2000-06-01 | 207.7700996212890 |
| 2000-07-01 | 209.9114975620780 |
| 2000-08-01 | 214.2995456251260 |
| 2000-09-01 | 216.8331864638480 |
| 2000-10-01 | 218.6776548697340 |
| 2000-11-01 | 220.7573352105650 |
| 2000-12-01 | 222.2914766552310 |
| 2001-01-01 | 220.7375149604600 |
| 2001-02-01 | 220.5176254717170 |
| 2001-03-01 | 218.6995312713380 |
| 2001-04-01 | 214.9586253532730 |
| 2001-05-01 | 210.8389582375810 |
| 2001-06-01 | 208.5482784718490 |
| 2001-07-01 | 198.7751109293680 |
| 2001-08-01 | 195.4772179769000 |
| 2001-09-01 | 192.1606518376590 |
| 2001-10-01 | 190.0981031943170 |
| 2001-11-01 | 186.6528743022770 |
| 2001-12-01 | 184.3769008537530 |
| 2002-01-01 | 182.0250332243680 |
| 2002-02-01 | 179.4288921263090 |
| 2002-03-01 | 178.6103003748100 |
| 2002-04-01 | 178.0767481184080 |
| 2002-05-01 | 177.6201025150880 |
| 2002-06-01 | 176.6148211533960 |
| 2002-07-01 | 175.2255291946530 |
| 2002-08-01 | 174.3927475850090 |
| 2002-09-01 | 173.4910381103920 |
| 2002-10-01 | 172.1674161461210 |
| 2002-11-01 | 171.9080200109750 |
| 2002-12-01 | 172.6628419690810 |
| 2003-01-01 | 170.2079640578640 |
| 2003-02-01 | 169.3923018782540 |
| 2003-03-01 | 169.0014545992610 |
| 2003-04-01 | 167.5250936302250 |
| 2003-05-01 | 167.0707444783680 |
| 2003-06-01 | 166.7197042312680 |
| 2003-07-01 | 166.5913395370260 |
| 2003-08-01 | 166.5699098983840 |
| 2003-09-01 | 166.9166720809870 |
| 2003-10-01 | 166.8619438038000 |
| 2003-11-01 | 167.0474859995090 |
| 2003-12-01 | 167.9462921104410 |
| 2004-01-01 | 166.8519721582780 |
| 2004-02-01 | 166.4972038438300 |
| 2004-03-01 | 166.1776612704930 |
| 2004-04-01 | 166.4939848193070 |
| 2004-05-01 | 166.2233045280390 |
| 2004-06-01 | 166.4151423550540 |
| 2004-07-01 | 167.0064674234450 |
| 2004-08-01 | 167.2392086210370 |
| 2004-09-01 | 167.5282839296920 |
| 2004-10-01 | 168.3898063501330 |
| 2004-11-01 | 168.8096297674190 |
| 2004-12-01 | 169.5120481733350 |
| 2005-01-01 | 169.8080300631700 |
| 2005-02-01 | 171.1222829190350 |
| 2005-03-01 | 171.1405224930000 |
| 2005-04-01 | 174.4389079672360 |
| 2005-05-01 | 175.1556291563260 |
| 2005-06-01 | 175.6783750450540 |
| 2005-07-01 | 173.5374137146540 |
| 2005-08-01 | 174.1252949399250 |
| 2005-09-01 | 175.6504286468080 |
| 2005-10-01 | 176.2799659993720 |
| 2005-11-01 | 177.4582285268060 |
| 2005-12-01 | 178.2711601864600 |
| 2006-01-01 | 180.8901071017090 |
| 2006-02-01 | 182.6937219615270 |
| 2006-03-01 | 183.4970244143390 |
| 2006-04-01 | 184.5710361715410 |
| 2006-05-01 | 184.9118421979580 |
| 2006-06-01 | 185.7551548229290 |
| 2006-07-01 | 186.4635359101480 |
| 2006-08-01 | 187.6008506482820 |
| 2006-09-01 | 187.9874747055250 |
| 2006-10-01 | 188.0817292944710 |
| 2006-11-01 | 188.9017932538020 |
| 2006-12-01 | 189.4417310871290 |
| 2007-01-01 | 193.4872209948180 |
| 2007-02-01 | 194.9392563160170 |
| 2007-03-01 | 194.8361032325440 |
| 2007-04-01 | 194.2196233435350 |
| 2007-05-01 | 195.8609913347770 |
| 2007-06-01 | 196.8469474686570 |
| 2007-07-01 | 197.8898440814070 |
| 2007-08-01 | 198.5070589000870 |
| 2007-09-01 | 199.1914844104700 |
| 2007-10-01 | 200.6962565411910 |
| 2007-11-01 | 201.6259305784470 |
| 2007-12-01 | 202.4339956973910 |
| 2008-01-01 | 203.1943126735230 |
| 2008-02-01 | 203.7317233130800 |
| 2008-03-01 | 204.4037328872820 |
| 2008-04-01 | 204.9576928235650 |
| 2008-05-01 | 205.0155471832120 |
| 2008-06-01 | 204.8124573536100 |
| 2008-07-01 | 204.2242978007390 |
| 2008-08-01 | 204.1396377455940 |
| 2008-09-01 | 203.9834445609040 |
| 2008-10-01 | 203.6360633731250 |
| 2008-11-01 | 201.8311886155150 |
| 2008-12-01 | 200.4583672554340 |
| 2009-01-01 | 199.0535566191760 |
| 2009-02-01 | 197.1402062161940 |
| 2009-03-01 | 195.7485723301530 |
| 2009-04-01 | 193.8803799196460 |
| 2009-05-01 | 193.0977937675530 |
| 2009-06-01 | 192.0299507967970 |
| 2009-07-01 | 191.0042189812700 |
| 2009-08-01 | 190.4720306852270 |
| 2009-09-01 | 189.3476978109090 |
| 2009-10-01 | 190.8324410637050 |
| 2009-11-01 | 191.1720924513390 |
| 2009-12-01 | 191.7744862610950 |
| 2010-01-01 | 192.1654834463680 |
| 2010-02-01 | 193.4305039777180 |
| 2010-03-01 | 194.7255310714720 |
| 2010-04-01 | 196.4403181210270 |
| 2010-05-01 | 197.4631809977460 |
| 2010-06-01 | 198.4639852896660 |
| 2010-07-01 | 199.0107879868650 |
| 2010-08-01 | 199.4047701444580 |
| 2010-09-01 | 200.8027658781360 |
| 2010-10-01 | 201.1429211837480 |
| 2010-11-01 | 201.8276035522110 |
| 2010-12-01 | 202.9854178197820 |
| 2011-01-01 | 204.9149851727940 |
| 2011-02-01 | 205.8231614822560 |
| 2011-03-01 | 206.8109261213040 |
| 2011-04-01 | 207.5358426768030 |
| 2011-05-01 | 208.7645888811970 |
| 2011-06-01 | 209.5759937754580 |
| 2011-07-01 | 211.6048334378060 |
| 2011-08-01 | 212.8450961576880 |
| 2011-09-01 | 215.0685230602120 |
| 2011-10-01 | 215.2382141525870 |
| 2011-11-01 | 216.6147972552830 |
| 2011-12-01 | 217.2916845269440 |
| 2012-01-01 | 217.8435286096770 |
| 2012-02-01 | 220.3286723579540 |
| 2012-03-01 | 221.7115567379330 |
| 2012-04-01 | 223.2017985295720 |
| 2012-05-01 | 224.4527721983500 |
| 2012-06-01 | 226.5767742428700 |
| 2012-07-01 | 227.2808480306390 |
| 2012-08-01 | 228.7444157686730 |
| 2012-09-01 | 229.9624587587170 |
| 2012-10-01 | 232.1523987621450 |
| 2012-11-01 | 232.2294309486790 |
| 2012-12-01 | 233.8546837646590 |
| 2013-01-01 | 234.2499856267040 |
| 2013-02-01 | 235.9683736098870 |
| 2013-03-01 | 238.0724251657080 |
| 2013-04-01 | 237.8475368694830 |
| 2013-05-01 | 239.3923232534170 |
| 2013-06-01 | 240.5950361942150 |
| 2013-07-01 | 241.7999167695390 |
| 2013-08-01 | 243.6506681000950 |
| 2013-09-01 | 245.3311496554560 |
| 2013-10-01 | 246.5297029236410 |
| 2013-11-01 | 248.8250662391200 |
| 2013-12-01 | 250.6458189519300 |
| 2014-01-01 | 252.5278572304430 |
| 2014-02-01 | 253.8839989271970 |
| 2014-03-01 | 256.2990276756680 |
| 2014-04-01 | 256.0999140507200 |
| 2014-05-01 | 258.5428955181830 |
| 2014-06-01 | 261.0954972955240 |
| 2014-07-01 | 261.4337147048260 |
| 2014-08-01 | 263.9336547734000 |
| 2014-09-01 | 265.5662873518550 |
| 2014-10-01 | 267.6979666556480 |
| 2014-11-01 | 270.2347992971280 |
| 2014-12-01 | 272.0922323633470 |
| 2015-01-01 | 273.6539449876040 |
| 2015-02-01 | 275.5474616719620 |
| 2015-03-01 | 277.5333669064530 |
| 2015-04-01 | 279.3694102350560 |
| 2015-05-01 | 281.3615487733060 |
| 2015-06-01 | 282.9707300300910 |
| 2015-07-01 | 285.5260874133610 |
| 2015-08-01 | 286.5555006251070 |
| 2015-09-01 | 288.2351510497160 |
| 2015-10-01 | 288.5190346768200 |
| 2015-11-01 | 288.6823186401010 |
| 2015-12-01 | 289.4282249548510 |
| 2016-01-01 | 290.7178378206410 |
| 2016-02-01 | 291.0780463555370 |
| 2016-03-01 | 291.3007718741370 |
| 2016-04-01 | 293.3637110723450 |
| 2016-05-01 | 293.5805921912830 |
| 2016-06-01 | 293.7623055446720 |
| 2016-07-01 | 294.9904197741390 |
| 2016-08-01 | 295.4341817832140 |
| 2016-09-01 | 294.9908754178990 |
| 2016-10-01 | 295.6583599515550 |
| 2016-11-01 | 295.9105830298200 |
| 2016-12-01 | 296.1390628167490 |
| 2017-01-01 | 298.3012067935530 |
| 2017-02-01 | 299.6889380288970 |
| 2017-03-01 | 306.1573055598590 |
| 2017-04-01 | 308.3360910673430 |
| 2017-05-01 | 309.0155190997670 |
| 2017-06-01 | 311.4032221193420 |
| 2017-07-01 | 311.4925227065480 |
| 2017-08-01 | 312.0479899737190 |
| 2017-09-01 | 313.0178643581810 |
| 2017-10-01 | 313.2935173739770 |
| 2017-11-01 | 314.3225786795540 |
| 2017-12-01 | 315.3502849694680 |
| 2018-01-01 | 313.7160887740430 |
| 2018-02-01 | 315.0567938543030 |
| 2018-03-01 | 316.1731563213030 |
| 2018-04-01 | 318.1852866108100 |
| 2018-05-01 | 320.1158167123620 |
| 2018-06-01 | 322.8336789781940 |
| 2018-07-01 | 323.9424640817820 |
| 2018-08-01 | 325.6519145177580 |
| 2018-09-01 | 327.4806557243220 |
| 2018-10-01 | 329.2779369692250 |
| 2018-11-01 | 331.5990543222410 |
| 2018-12-01 | 332.4894862607940 |
| 2019-01-01 | 334.2472566944710 |
| 2019-02-01 | 335.5650286663910 |
| 2019-03-01 | 337.6853224111210 |
| 2019-04-01 | 337.1513636860750 |
| 2019-05-01 | 338.2734961585940 |
| 2019-06-01 | 339.2295032716480 |
| 2019-07-01 | 340.5118599961590 |
| 2019-08-01 | 341.4407736738360 |
| 2019-09-01 | 341.4633068798850 |
| 2019-10-01 | 343.0781138466330 |
| 2019-11-01 | 343.7368561060950 |
| 2019-12-01 | 343.4109569265480 |
| 2020-01-01 | 344.9319423122000 |
| 2020-02-01 | 344.3505362205230 |
| 2020-03-01 | 343.6322513755330 |
| 2020-04-01 | 336.9564180516540 |
| 2020-05-01 | 337.0162134378700 |
| 2020-06-01 | 335.3189483589130 |
| 2020-07-01 | 331.6813906171270 |
| 2020-08-01 | 332.0626408139440 |
| 2020-09-01 | 332.9415470879470 |
| 2020-10-01 | 334.6290882468490 |
| 2020-11-01 | 334.0866036340720 |
| 2020-12-01 | 334.5606029118100 |
| 2021-01-01 | 333.6001423096580 |
| 2021-02-01 | 334.6037138596000 |
| 2021-03-01 | 337.0913156138270 |
| 2021-04-01 | 336.8613552970040 |
| 2021-05-01 | 336.5229477041660 |
| 2021-06-01 | 336.7783868674110 |
| 2021-07-01 | 337.2413471427300 |
| 2021-08-01 | 337.5559585758680 |
| 2021-09-01 | 338.1290609537950 |
| 2021-10-01 | 343.1510387978340 |
| 2021-11-01 | 342.8980924946310 |
| 2021-12-01 | 344.6850880283810 |
| 2022-01-01 | 344.5786820707660 |
| 2022-02-01 | 346.1591988972710 |
| 2022-03-01 | 347.3683344478050 |
| 2022-04-01 | 349.0971796771000 |
| 2022-05-01 | 350.2329510314720 |
| 2022-06-01 | 353.9286988426330 |
| 2022-07-01 | 353.7461356724330 |
| 2022-08-01 | 353.9244653095000 |
| 2022-09-01 | 352.8518778997910 |
| 2022-10-01 | 352.6168811066390 |
| 2022-11-01 | 352.5752986113970 |
| 2022-12-01 | 351.3513376734110 |
| 2023-01-01 | 350.2364320637230 |
| 2023-02-01 | 348.9664420950880 |
| 2023-03-01 | 347.2500789396070 |
| 2023-04-01 | 345.0619026340690 |
| 2023-05-01 | 344.5001161444420 |
| 2023-06-01 | 343.3285574642740 |
| 2023-07-01 | 339.3187564283900 |
| 2023-08-01 | 339.9269424116500 |
| 2023-09-01 | 339.2171717679310 |
| 2023-10-01 | 337.1828832466000 |
| 2023-11-01 | 336.0922838084020 |
| 2023-12-01 | 335.4738310813730 |
| 2024-01-01 | 339.7602496912130 |
| 2024-02-01 | 338.7945154289180 |
| 2024-03-01 | 338.3133390879190 |
| 2024-04-01 | 335.0232144442270 |
| 2024-05-01 | 333.7580282410370 |
| 2024-06-01 | 332.6287999478470 |
| 2024-07-01 | 332.2131019136710 |
| 2024-08-01 | 330.2512552534890 |
| 2024-09-01 | 328.9946350228090 |
| 2024-10-01 | 328.7179536665730 |
| 2024-11-01 | 326.1224791154930 |
| 2024-12-01 | 323.3589367766080 |
| 2025-01-01 | 323.7641024683180 |
| 2025-02-01 | 322.5957310107200 |
| 2025-03-01 | 321.3638629794930 |
| 2025-04-01 | 321.6865556550320 |
| 2025-05-01 | 321.4453345895840 |
| 2025-06-01 | 320.9163212434670 |
| 2025-07-01 | 321.6157288234730 |
| 2025-08-01 | 321.8590110066570 |
| 2025-09-01 | 322.1425935216340 |
| 2025-10-01 | 321.1207649997470 |
| 2025-11-01 | 320.8483954467070 |
| 2025-12-01 | 325.3116951673710 |
| 2026-01-01 | 320.0051841185750 |
| 2026-02-01 | 319.3929853792520 |
| 2026-03-01 | 319.5321446660470 |
| 2026-04-01 | 318.6067568784630 |
| 2026-05-01 | 317.9169418207900 |
| 2026-06-01 | 317.5617612892750 |