Table Data - All Employees: Professional and Business Services in San Francisco-Oakland-Fremont, CA (MSA)
| Title | All Employees: Professional and Business Services in San Francisco-Oakland-Fremont, CA (MSA) |
|---|---|
| Series ID | SANF806PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-07-01 |
| Last Updated | 2026-08-21 7:35 PM 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 | 265.092341000658 |
| 1990-02-01 | 266.620661061460 |
| 1990-03-01 | 266.792009339188 |
| 1990-04-01 | 266.706630191553 |
| 1990-05-01 | 268.806141394468 |
| 1990-06-01 | 270.622617726488 |
| 1990-07-01 | 270.753551038206 |
| 1990-08-01 | 270.997420875542 |
| 1990-09-01 | 271.239716447971 |
| 1990-10-01 | 273.088313250058 |
| 1990-11-01 | 272.800252452003 |
| 1990-12-01 | 274.541274050330 |
| 1991-01-01 | 278.613999904048 |
| 1991-02-01 | 277.890588000927 |
| 1991-03-01 | 278.111015287342 |
| 1991-04-01 | 279.338196900761 |
| 1991-05-01 | 278.908557682198 |
| 1991-06-01 | 277.544598843538 |
| 1991-07-01 | 277.433265335307 |
| 1991-08-01 | 276.917073858563 |
| 1991-09-01 | 277.235066509736 |
| 1991-10-01 | 277.348781988076 |
| 1991-11-01 | 278.330657478782 |
| 1991-12-01 | 277.885651513974 |
| 1992-01-01 | 276.925342789829 |
| 1992-02-01 | 275.699300440371 |
| 1992-03-01 | 276.597815090056 |
| 1992-04-01 | 278.809010714209 |
| 1992-05-01 | 277.647446824249 |
| 1992-06-01 | 277.331046979962 |
| 1992-07-01 | 281.688717048987 |
| 1992-08-01 | 281.268558013216 |
| 1992-09-01 | 281.640574950093 |
| 1992-10-01 | 282.162209866887 |
| 1992-11-01 | 282.708161634402 |
| 1992-12-01 | 280.776443900734 |
| 1993-01-01 | 284.419701172809 |
| 1993-02-01 | 283.997234959159 |
| 1993-03-01 | 284.139366480364 |
| 1993-04-01 | 283.538681063981 |
| 1993-05-01 | 284.099684620333 |
| 1993-06-01 | 284.544386400608 |
| 1993-07-01 | 285.640250672609 |
| 1993-08-01 | 287.248929137317 |
| 1993-09-01 | 287.898191679051 |
| 1993-10-01 | 288.833556726431 |
| 1993-11-01 | 288.973599284464 |
| 1993-12-01 | 289.863239280096 |
| 1994-01-01 | 281.018484804152 |
| 1994-02-01 | 282.683442901427 |
| 1994-03-01 | 283.786523063463 |
| 1994-04-01 | 285.261803124809 |
| 1994-05-01 | 285.698405193566 |
| 1994-06-01 | 285.901996380516 |
| 1994-07-01 | 284.575775731619 |
| 1994-08-01 | 284.611995145839 |
| 1994-09-01 | 286.233665432711 |
| 1994-10-01 | 285.648172370998 |
| 1994-11-01 | 286.860980397967 |
| 1994-12-01 | 288.687227477906 |
| 1995-01-01 | 287.862277154081 |
| 1995-02-01 | 290.745282855918 |
| 1995-03-01 | 292.209550920154 |
| 1995-04-01 | 290.456680384884 |
| 1995-05-01 | 293.227491498483 |
| 1995-06-01 | 294.266700243552 |
| 1995-07-01 | 295.979020662528 |
| 1995-08-01 | 296.888954524489 |
| 1995-09-01 | 299.498655026810 |
| 1995-10-01 | 297.873729873414 |
| 1995-11-01 | 299.014615730570 |
| 1995-12-01 | 299.278684767072 |
| 1996-01-01 | 308.216510993557 |
| 1996-02-01 | 309.015716675918 |
| 1996-03-01 | 309.464759854330 |
| 1996-04-01 | 305.205059201709 |
| 1996-05-01 | 307.831301417885 |
| 1996-06-01 | 309.242836636928 |
| 1996-07-01 | 314.381099657119 |
| 1996-08-01 | 316.127607730356 |
| 1996-09-01 | 316.788700456761 |
| 1996-10-01 | 320.537565912865 |
| 1996-11-01 | 323.074557650335 |
| 1996-12-01 | 325.027075817013 |
| 1997-01-01 | 323.628809559403 |
| 1997-02-01 | 326.491421371108 |
| 1997-03-01 | 328.556200720787 |
| 1997-04-01 | 330.761703742447 |
| 1997-05-01 | 332.939866652390 |
| 1997-06-01 | 334.435132137107 |
| 1997-07-01 | 336.601412824798 |
| 1997-08-01 | 337.482227124787 |
| 1997-09-01 | 339.440174316677 |
| 1997-10-01 | 338.992059790482 |
| 1997-11-01 | 339.677138224652 |
| 1997-12-01 | 341.775803160327 |
| 1998-01-01 | 343.783713126944 |
| 1998-02-01 | 345.719626010724 |
| 1998-03-01 | 345.706845519030 |
| 1998-04-01 | 349.010629016032 |
| 1998-05-01 | 349.372186309132 |
| 1998-06-01 | 351.530773812351 |
| 1998-07-01 | 351.854245492578 |
| 1998-08-01 | 353.491100713588 |
| 1998-09-01 | 354.273917999428 |
| 1998-10-01 | 355.569996682698 |
| 1998-11-01 | 357.868180031087 |
| 1998-12-01 | 358.642834885099 |
| 1999-01-01 | 358.974675064899 |
| 1999-02-01 | 360.859323626905 |
| 1999-03-01 | 362.063821614001 |
| 1999-04-01 | 364.016919129621 |
| 1999-05-01 | 366.136901723766 |
| 1999-06-01 | 367.589721199944 |
| 1999-07-01 | 368.996143526665 |
| 1999-08-01 | 369.973684572738 |
| 1999-09-01 | 370.247715385006 |
| 1999-10-01 | 375.109638653147 |
| 1999-11-01 | 376.453866305956 |
| 1999-12-01 | 379.005920855422 |
| 2000-01-01 | 382.248595125736 |
| 2000-02-01 | 385.016668972192 |
| 2000-03-01 | 388.263984987773 |
| 2000-04-01 | 391.109708181707 |
| 2000-05-01 | 391.819512666475 |
| 2000-06-01 | 395.040968181836 |
| 2000-07-01 | 398.473756926491 |
| 2000-08-01 | 401.664552714388 |
| 2000-09-01 | 404.652577737447 |
| 2000-10-01 | 404.997623048412 |
| 2000-11-01 | 406.002566666895 |
| 2000-12-01 | 405.146860281776 |
| 2001-01-01 | 394.746009054867 |
| 2001-02-01 | 392.568574710561 |
| 2001-03-01 | 389.872675282607 |
| 2001-04-01 | 378.952710045581 |
| 2001-05-01 | 376.959892097364 |
| 2001-06-01 | 374.390313614202 |
| 2001-07-01 | 368.257608616384 |
| 2001-08-01 | 363.948525037339 |
| 2001-09-01 | 359.488681665590 |
| 2001-10-01 | 356.854289450462 |
| 2001-11-01 | 352.229292728491 |
| 2001-12-01 | 351.460919932608 |
| 2002-01-01 | 347.487452340506 |
| 2002-02-01 | 344.863248389194 |
| 2002-03-01 | 343.392143013178 |
| 2002-04-01 | 340.157151475494 |
| 2002-05-01 | 338.822654089843 |
| 2002-06-01 | 336.857731832702 |
| 2002-07-01 | 334.631319203297 |
| 2002-08-01 | 333.553805962502 |
| 2002-09-01 | 332.212538022770 |
| 2002-10-01 | 329.451423368459 |
| 2002-11-01 | 331.137297114333 |
| 2002-12-01 | 328.985970461821 |
| 2003-01-01 | 327.062455868561 |
| 2003-02-01 | 325.670375904638 |
| 2003-03-01 | 324.216992573023 |
| 2003-04-01 | 323.064945395980 |
| 2003-05-01 | 321.573396137802 |
| 2003-06-01 | 321.189252985381 |
| 2003-07-01 | 321.938756868588 |
| 2003-08-01 | 322.045906183055 |
| 2003-09-01 | 321.911361814037 |
| 2003-10-01 | 321.193231935292 |
| 2003-11-01 | 321.398045515657 |
| 2003-12-01 | 321.804091926791 |
| 2004-01-01 | 324.323220183371 |
| 2004-02-01 | 323.668346373969 |
| 2004-03-01 | 324.384130025040 |
| 2004-04-01 | 325.597846744742 |
| 2004-05-01 | 326.553641468005 |
| 2004-06-01 | 327.237608960021 |
| 2004-07-01 | 326.670037541315 |
| 2004-08-01 | 326.677107591090 |
| 2004-09-01 | 326.568114712224 |
| 2004-10-01 | 329.531455314244 |
| 2004-11-01 | 330.401923505096 |
| 2004-12-01 | 331.534487566156 |
| 2005-01-01 | 334.186212016327 |
| 2005-02-01 | 334.808441586825 |
| 2005-03-01 | 335.463369371765 |
| 2005-04-01 | 336.538904985210 |
| 2005-05-01 | 336.685915103957 |
| 2005-06-01 | 337.059012221665 |
| 2005-07-01 | 338.587529646663 |
| 2005-08-01 | 339.591143822329 |
| 2005-09-01 | 340.702568598135 |
| 2005-10-01 | 342.104147007225 |
| 2005-11-01 | 343.863904724535 |
| 2005-12-01 | 345.468411767762 |
| 2006-01-01 | 346.647210450837 |
| 2006-02-01 | 348.156887485244 |
| 2006-03-01 | 349.859820736826 |
| 2006-04-01 | 351.095434320916 |
| 2006-05-01 | 353.337434408554 |
| 2006-06-01 | 355.061110377879 |
| 2006-07-01 | 355.217087259118 |
| 2006-08-01 | 355.967569029898 |
| 2006-09-01 | 356.410005658433 |
| 2006-10-01 | 356.152159239004 |
| 2006-11-01 | 356.941191983774 |
| 2006-12-01 | 358.087297255741 |
| 2007-01-01 | 356.570747624333 |
| 2007-02-01 | 358.312836089920 |
| 2007-03-01 | 359.597722194374 |
| 2007-04-01 | 358.700339047948 |
| 2007-05-01 | 362.227063125390 |
| 2007-06-01 | 363.265373815426 |
| 2007-07-01 | 366.092018843827 |
| 2007-08-01 | 367.012540299045 |
| 2007-09-01 | 367.476425605759 |
| 2007-10-01 | 376.404444748142 |
| 2007-11-01 | 377.281643314389 |
| 2007-12-01 | 377.717789024824 |
| 2008-01-01 | 379.454954288904 |
| 2008-02-01 | 380.357973925926 |
| 2008-03-01 | 380.230432438892 |
| 2008-04-01 | 379.952215703769 |
| 2008-05-01 | 379.986203761197 |
| 2008-06-01 | 379.625089563202 |
| 2008-07-01 | 378.983020446437 |
| 2008-08-01 | 378.550447256739 |
| 2008-09-01 | 377.627359695137 |
| 2008-10-01 | 376.045587602797 |
| 2008-11-01 | 373.038661664415 |
| 2008-12-01 | 370.731355120124 |
| 2009-01-01 | 367.498474023247 |
| 2009-02-01 | 364.021238724334 |
| 2009-03-01 | 360.583497305949 |
| 2009-04-01 | 356.013820538508 |
| 2009-05-01 | 354.277851917254 |
| 2009-06-01 | 352.816507056007 |
| 2009-07-01 | 350.118406562103 |
| 2009-08-01 | 349.443688786820 |
| 2009-09-01 | 347.133480778871 |
| 2009-10-01 | 350.791685073506 |
| 2009-11-01 | 351.082650115844 |
| 2009-12-01 | 350.232787635787 |
| 2010-01-01 | 346.986013788353 |
| 2010-02-01 | 348.621666491749 |
| 2010-03-01 | 350.196099169980 |
| 2010-04-01 | 350.906931932601 |
| 2010-05-01 | 351.625050468632 |
| 2010-06-01 | 352.928142260123 |
| 2010-07-01 | 354.139396268521 |
| 2010-08-01 | 353.857916726823 |
| 2010-09-01 | 354.307668351183 |
| 2010-10-01 | 354.602277533026 |
| 2010-11-01 | 355.306124257383 |
| 2010-12-01 | 355.644604647702 |
| 2011-01-01 | 359.449087258411 |
| 2011-02-01 | 361.356598222959 |
| 2011-03-01 | 362.459402252128 |
| 2011-04-01 | 364.373481529790 |
| 2011-05-01 | 366.470177980424 |
| 2011-06-01 | 367.433428943775 |
| 2011-07-01 | 370.405535247817 |
| 2011-08-01 | 372.037338145940 |
| 2011-09-01 | 375.934342774649 |
| 2011-10-01 | 376.393791946652 |
| 2011-11-01 | 378.618234176523 |
| 2011-12-01 | 380.578827637110 |
| 2012-01-01 | 383.127948183166 |
| 2012-02-01 | 385.510362818348 |
| 2012-03-01 | 388.135881498735 |
| 2012-04-01 | 392.367257687802 |
| 2012-05-01 | 394.847336430859 |
| 2012-06-01 | 398.938236107987 |
| 2012-07-01 | 397.837991372096 |
| 2012-08-01 | 400.288449537245 |
| 2012-09-01 | 402.450014670699 |
| 2012-10-01 | 405.372835286870 |
| 2012-11-01 | 406.470665956715 |
| 2012-12-01 | 407.468003356223 |
| 2013-01-01 | 408.307344874229 |
| 2013-02-01 | 409.889720434441 |
| 2013-03-01 | 411.122564279021 |
| 2013-04-01 | 411.539466851546 |
| 2013-05-01 | 412.566523107460 |
| 2013-06-01 | 413.701158022518 |
| 2013-07-01 | 414.715324660349 |
| 2013-08-01 | 416.765158027424 |
| 2013-09-01 | 416.984667773262 |
| 2013-10-01 | 418.537198664151 |
| 2013-11-01 | 420.998252523700 |
| 2013-12-01 | 423.074140089780 |
| 2014-01-01 | 425.636693865363 |
| 2014-02-01 | 427.493072919042 |
| 2014-03-01 | 429.303204362254 |
| 2014-04-01 | 429.044538334495 |
| 2014-05-01 | 433.716397120674 |
| 2014-06-01 | 433.247672677822 |
| 2014-07-01 | 432.640348814191 |
| 2014-08-01 | 435.502448892774 |
| 2014-09-01 | 437.411222201627 |
| 2014-10-01 | 437.990519283430 |
| 2014-11-01 | 439.874429548168 |
| 2014-12-01 | 441.857497143994 |
| 2015-01-01 | 443.047750766630 |
| 2015-02-01 | 444.362522451378 |
| 2015-03-01 | 446.562666505973 |
| 2015-04-01 | 448.265786504283 |
| 2015-05-01 | 449.710539706158 |
| 2015-06-01 | 450.523695504722 |
| 2015-07-01 | 453.567065694378 |
| 2015-08-01 | 455.742752925179 |
| 2015-09-01 | 456.873912296786 |
| 2015-10-01 | 459.707429942455 |
| 2015-11-01 | 460.084037461615 |
| 2015-12-01 | 461.509386955141 |
| 2016-01-01 | 463.057886862655 |
| 2016-02-01 | 464.435872865944 |
| 2016-03-01 | 464.046847727126 |
| 2016-04-01 | 466.181380904941 |
| 2016-05-01 | 466.576211744570 |
| 2016-06-01 | 467.474527585383 |
| 2016-07-01 | 469.373997170418 |
| 2016-08-01 | 468.769798276006 |
| 2016-09-01 | 469.647360421928 |
| 2016-10-01 | 469.143239634858 |
| 2016-11-01 | 470.276008165172 |
| 2016-12-01 | 468.327372108762 |
| 2017-01-01 | 471.213935158736 |
| 2017-02-01 | 472.362548547885 |
| 2017-03-01 | 473.907011362448 |
| 2017-04-01 | 471.907479196566 |
| 2017-05-01 | 474.507143820072 |
| 2017-06-01 | 477.232592813216 |
| 2017-07-01 | 476.830538476628 |
| 2017-08-01 | 477.181363209481 |
| 2017-09-01 | 478.583656253038 |
| 2017-10-01 | 479.261702863100 |
| 2017-11-01 | 479.889340529938 |
| 2017-12-01 | 481.108100914833 |
| 2018-01-01 | 482.772579725675 |
| 2018-02-01 | 484.156960990057 |
| 2018-03-01 | 486.386544228414 |
| 2018-04-01 | 488.043423805120 |
| 2018-05-01 | 490.530091813791 |
| 2018-06-01 | 492.351184248235 |
| 2018-07-01 | 493.460285579789 |
| 2018-08-01 | 495.811209581247 |
| 2018-09-01 | 497.513732811480 |
| 2018-10-01 | 498.958279287618 |
| 2018-11-01 | 500.230268359227 |
| 2018-12-01 | 501.573755080123 |
| 2019-01-01 | 501.804009154129 |
| 2019-02-01 | 502.578341047009 |
| 2019-03-01 | 503.736365200454 |
| 2019-04-01 | 505.502074876573 |
| 2019-05-01 | 505.998209369161 |
| 2019-06-01 | 508.367040827829 |
| 2019-07-01 | 510.135182193183 |
| 2019-08-01 | 512.288573553434 |
| 2019-09-01 | 512.380019863525 |
| 2019-10-01 | 513.041819074482 |
| 2019-11-01 | 514.969468232341 |
| 2019-12-01 | 514.907972480636 |
| 2020-01-01 | 518.529148704785 |
| 2020-02-01 | 518.140028023062 |
| 2020-03-01 | 514.216446388269 |
| 2020-04-01 | 478.544283998486 |
| 2020-05-01 | 479.245034528002 |
| 2020-06-01 | 480.778362782347 |
| 2020-07-01 | 477.841531432509 |
| 2020-08-01 | 476.196695034396 |
| 2020-09-01 | 476.992607659807 |
| 2020-10-01 | 479.159096518815 |
| 2020-11-01 | 479.824044242676 |
| 2020-12-01 | 482.424115023868 |
| 2021-01-01 | 483.522193921355 |
| 2021-02-01 | 484.945356569208 |
| 2021-03-01 | 487.031710345573 |
| 2021-04-01 | 488.261438966631 |
| 2021-05-01 | 490.346054235631 |
| 2021-06-01 | 489.412508511973 |
| 2021-07-01 | 496.334592151829 |
| 2021-08-01 | 498.055697186436 |
| 2021-09-01 | 500.278185595533 |
| 2021-10-01 | 512.103847762166 |
| 2021-11-01 | 514.290576598626 |
| 2021-12-01 | 516.237472927685 |
| 2022-01-01 | 518.250923048402 |
| 2022-02-01 | 520.915348527512 |
| 2022-03-01 | 521.985583403596 |
| 2022-04-01 | 524.657310280511 |
| 2022-05-01 | 525.581620626462 |
| 2022-06-01 | 526.425929467706 |
| 2022-07-01 | 524.142868111289 |
| 2022-08-01 | 523.865640896253 |
| 2022-09-01 | 523.433689451903 |
| 2022-10-01 | 522.658519086680 |
| 2022-11-01 | 521.150020349778 |
| 2022-12-01 | 518.773802183396 |
| 2023-01-01 | 514.840368827367 |
| 2023-02-01 | 513.380436775733 |
| 2023-03-01 | 511.142314720468 |
| 2023-04-01 | 510.429561498131 |
| 2023-05-01 | 507.955871937494 |
| 2023-06-01 | 506.227438111868 |
| 2023-07-01 | 504.720779570603 |
| 2023-08-01 | 504.159495273806 |
| 2023-09-01 | 503.597323829286 |
| 2023-10-01 | 500.664213888346 |
| 2023-11-01 | 499.471161025159 |
| 2023-12-01 | 498.386605910057 |
| 2024-01-01 | 499.400664445460 |
| 2024-02-01 | 495.941674904614 |
| 2024-03-01 | 494.846050439277 |
| 2024-04-01 | 491.947244621706 |
| 2024-05-01 | 491.473350274464 |
| 2024-06-01 | 487.550689252798 |
| 2024-07-01 | 488.608532937576 |
| 2024-08-01 | 486.406808629707 |
| 2024-09-01 | 485.213310320738 |
| 2024-10-01 | 483.134289585669 |
| 2024-11-01 | 481.541251218837 |
| 2024-12-01 | 479.147676580322 |
| 2025-01-01 | 477.199474013517 |
| 2025-02-01 | 475.685964807812 |
| 2025-03-01 | 475.376081036391 |
| 2025-04-01 | 474.316232568603 |
| 2025-05-01 | 473.797215423476 |
| 2025-06-01 | 471.877340994049 |
| 2025-07-01 | 474.806131733084 |
| 2025-08-01 | 472.932319992081 |
| 2025-09-01 | 473.076487489683 |
| 2025-10-01 | 473.899588486515 |
| 2025-11-01 | 473.217985096784 |
| 2025-12-01 | 473.891013337444 |
| 2026-01-01 | 474.951205694829 |
| 2026-02-01 | 474.996707895648 |
| 2026-03-01 | 473.812103588640 |
| 2026-04-01 | 473.340830849014 |
| 2026-05-01 | 471.491863497404 |
| 2026-06-01 | 472.362539428374 |
| 2026-07-01 | 469.820060468455 |