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 2026-04-01 |
| Last Updated | 2026-05-26 2:48 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 | 265.094652124056 |
| 1990-02-01 | 266.620625055648 |
| 1990-03-01 | 266.791954454071 |
| 1990-04-01 | 266.707263501570 |
| 1990-05-01 | 268.805659495940 |
| 1990-06-01 | 270.622470011423 |
| 1990-07-01 | 270.753527316802 |
| 1990-08-01 | 270.997173834406 |
| 1990-09-01 | 271.239298301046 |
| 1990-10-01 | 273.087820449303 |
| 1990-11-01 | 272.799822177378 |
| 1990-12-01 | 274.540091048624 |
| 1991-01-01 | 278.617303861562 |
| 1991-02-01 | 277.890438515840 |
| 1991-03-01 | 278.110909105552 |
| 1991-04-01 | 279.338651423573 |
| 1991-05-01 | 278.908203599120 |
| 1991-06-01 | 277.544563933890 |
| 1991-07-01 | 277.433298238123 |
| 1991-08-01 | 276.916759818458 |
| 1991-09-01 | 277.234534391945 |
| 1991-10-01 | 277.348114839720 |
| 1991-11-01 | 278.329973769413 |
| 1991-12-01 | 277.883762452583 |
| 1992-01-01 | 276.929513129648 |
| 1992-02-01 | 275.699357528253 |
| 1992-03-01 | 276.597876962517 |
| 1992-04-01 | 278.809382742299 |
| 1992-05-01 | 277.647347410970 |
| 1992-06-01 | 277.331209331593 |
| 1992-07-01 | 281.688791736472 |
| 1992-08-01 | 281.268017051380 |
| 1992-09-01 | 281.640022751204 |
| 1992-10-01 | 282.160971090922 |
| 1992-11-01 | 282.706753914345 |
| 1992-12-01 | 280.773415446157 |
| 1993-01-01 | 284.425753782665 |
| 1993-02-01 | 283.997432078942 |
| 1993-03-01 | 284.139762645071 |
| 1993-04-01 | 283.539118319447 |
| 1993-05-01 | 284.100113012933 |
| 1993-06-01 | 284.544849864234 |
| 1993-07-01 | 285.640416474692 |
| 1993-08-01 | 287.248275601208 |
| 1993-09-01 | 287.897548762311 |
| 1993-10-01 | 288.831455718703 |
| 1993-11-01 | 288.970777964236 |
| 1993-12-01 | 289.858585153748 |
| 1994-01-01 | 281.025523771171 |
| 1994-02-01 | 282.684811457127 |
| 1994-03-01 | 283.787347762954 |
| 1994-04-01 | 285.262976268381 |
| 1994-05-01 | 285.699375476424 |
| 1994-06-01 | 285.902579415951 |
| 1994-07-01 | 284.575737507503 |
| 1994-08-01 | 284.611577958572 |
| 1994-09-01 | 286.232781225296 |
| 1994-10-01 | 285.645248499369 |
| 1994-11-01 | 286.856873507750 |
| 1994-12-01 | 288.681211919564 |
| 1995-01-01 | 287.870787299209 |
| 1995-02-01 | 290.747407803485 |
| 1995-03-01 | 292.210634532216 |
| 1995-04-01 | 290.458565145425 |
| 1995-05-01 | 293.228934307490 |
| 1995-06-01 | 294.267235636177 |
| 1995-07-01 | 295.978747014892 |
| 1995-08-01 | 296.888973273408 |
| 1995-09-01 | 299.497399707244 |
| 1995-10-01 | 297.870448748829 |
| 1995-11-01 | 299.009781052283 |
| 1995-12-01 | 299.271786185526 |
| 1996-01-01 | 308.225408443504 |
| 1996-02-01 | 309.018777854800 |
| 1996-03-01 | 309.465805120159 |
| 1996-04-01 | 305.207590586962 |
| 1996-05-01 | 307.832825004171 |
| 1996-06-01 | 309.242993725171 |
| 1996-07-01 | 314.380341467632 |
| 1996-08-01 | 316.128084624529 |
| 1996-09-01 | 316.787162921283 |
| 1996-10-01 | 320.534248301543 |
| 1996-11-01 | 323.070323656263 |
| 1996-12-01 | 325.021781851480 |
| 1997-01-01 | 323.635783152808 |
| 1997-02-01 | 326.493969425622 |
| 1997-03-01 | 328.557437878517 |
| 1997-04-01 | 330.763888404283 |
| 1997-05-01 | 332.940994728308 |
| 1997-06-01 | 334.435077111358 |
| 1997-07-01 | 336.600662557550 |
| 1997-08-01 | 337.482365976888 |
| 1997-09-01 | 339.438889001790 |
| 1997-10-01 | 338.989345963340 |
| 1997-11-01 | 339.674211408305 |
| 1997-12-01 | 341.772959472730 |
| 1998-01-01 | 343.787915768018 |
| 1998-02-01 | 345.722073742569 |
| 1998-03-01 | 345.708454034658 |
| 1998-04-01 | 349.011640461518 |
| 1998-05-01 | 349.372769426988 |
| 1998-06-01 | 351.530545387974 |
| 1998-07-01 | 351.853569593296 |
| 1998-08-01 | 353.490814499163 |
| 1998-09-01 | 354.272691918447 |
| 1998-10-01 | 355.567775486150 |
| 1998-11-01 | 357.866103300203 |
| 1998-12-01 | 358.641419049564 |
| 1999-01-01 | 358.977739339907 |
| 1999-02-01 | 360.862382271813 |
| 1999-03-01 | 362.067130110106 |
| 1999-04-01 | 364.015572075569 |
| 1999-05-01 | 366.136624599248 |
| 1999-06-01 | 367.589343636858 |
| 1999-07-01 | 368.995612718679 |
| 1999-08-01 | 369.972837943936 |
| 1999-09-01 | 370.246640356099 |
| 1999-10-01 | 375.108126897730 |
| 1999-11-01 | 376.451491084513 |
| 1999-12-01 | 379.002931750439 |
| 2000-01-01 | 382.253067119276 |
| 2000-02-01 | 385.021406919177 |
| 2000-03-01 | 388.269593904572 |
| 2000-04-01 | 391.106313438638 |
| 2000-05-01 | 391.818558617567 |
| 2000-06-01 | 395.040148218258 |
| 2000-07-01 | 398.472908817363 |
| 2000-08-01 | 401.663510275334 |
| 2000-09-01 | 404.651398825446 |
| 2000-10-01 | 404.996655729419 |
| 2000-11-01 | 405.999535082001 |
| 2000-12-01 | 405.141581944854 |
| 2001-01-01 | 394.752174106124 |
| 2001-02-01 | 392.574331392027 |
| 2001-03-01 | 389.879893815455 |
| 2001-04-01 | 378.948728547675 |
| 2001-05-01 | 376.958256603237 |
| 2001-06-01 | 374.389065417863 |
| 2001-07-01 | 368.256517436106 |
| 2001-08-01 | 363.947522428359 |
| 2001-09-01 | 359.488016145590 |
| 2001-10-01 | 356.854185481156 |
| 2001-11-01 | 352.226904248417 |
| 2001-12-01 | 351.456329576884 |
| 2002-01-01 | 347.492229977604 |
| 2002-02-01 | 344.867376968250 |
| 2002-03-01 | 343.397557963920 |
| 2002-04-01 | 340.154972890374 |
| 2002-05-01 | 338.821374424030 |
| 2002-06-01 | 336.856504227694 |
| 2002-07-01 | 334.630257738167 |
| 2002-08-01 | 333.552991472564 |
| 2002-09-01 | 332.212115045237 |
| 2002-10-01 | 329.451467533328 |
| 2002-11-01 | 331.135907152665 |
| 2002-12-01 | 328.983213061375 |
| 2003-01-01 | 327.065397395418 |
| 2003-02-01 | 325.672717642881 |
| 2003-03-01 | 324.220081586470 |
| 2003-04-01 | 323.064280601562 |
| 2003-05-01 | 321.572576949047 |
| 2003-06-01 | 321.188318751351 |
| 2003-07-01 | 321.937951556152 |
| 2003-08-01 | 322.045352653847 |
| 2003-09-01 | 321.911130811485 |
| 2003-10-01 | 321.193341205322 |
| 2003-11-01 | 321.397500072711 |
| 2003-12-01 | 321.803036682218 |
| 2004-01-01 | 324.324662544567 |
| 2004-02-01 | 323.669135410003 |
| 2004-03-01 | 324.385218066225 |
| 2004-04-01 | 325.598063950225 |
| 2004-05-01 | 326.553385367845 |
| 2004-06-01 | 327.237098830064 |
| 2004-07-01 | 326.669570108314 |
| 2004-08-01 | 326.676741619936 |
| 2004-09-01 | 326.567916392276 |
| 2004-10-01 | 329.531422881455 |
| 2004-11-01 | 330.401844868717 |
| 2004-12-01 | 331.534253499155 |
| 2005-01-01 | 334.187020624754 |
| 2005-02-01 | 334.808632674886 |
| 2005-03-01 | 335.463621077577 |
| 2005-04-01 | 336.539057288447 |
| 2005-05-01 | 336.685820246387 |
| 2005-06-01 | 337.058784872170 |
| 2005-07-01 | 338.587287469160 |
| 2005-08-01 | 339.590881480606 |
| 2005-09-01 | 340.702371158131 |
| 2005-10-01 | 342.104278614551 |
| 2005-11-01 | 343.864007764137 |
| 2005-12-01 | 345.468301303893 |
| 2006-01-01 | 346.647740497039 |
| 2006-02-01 | 348.156937390476 |
| 2006-03-01 | 349.859869489056 |
| 2006-04-01 | 351.095469607092 |
| 2006-05-01 | 353.337367513654 |
| 2006-06-01 | 355.060976673559 |
| 2006-07-01 | 355.216914144456 |
| 2006-08-01 | 355.967321229240 |
| 2006-09-01 | 356.409728697520 |
| 2006-10-01 | 356.152422935977 |
| 2006-11-01 | 356.941432465529 |
| 2006-12-01 | 358.087237659554 |
| 2007-01-01 | 356.571051034066 |
| 2007-02-01 | 358.312939542042 |
| 2007-03-01 | 359.597760078240 |
| 2007-04-01 | 358.700341657597 |
| 2007-05-01 | 362.226971951709 |
| 2007-06-01 | 363.265237817754 |
| 2007-07-01 | 366.091836369307 |
| 2007-08-01 | 367.012286752052 |
| 2007-09-01 | 367.476036713274 |
| 2007-10-01 | 376.404902599554 |
| 2007-11-01 | 377.281947117563 |
| 2007-12-01 | 377.717803026591 |
| 2008-01-01 | 379.455095747294 |
| 2008-02-01 | 380.358075339332 |
| 2008-03-01 | 380.230455035142 |
| 2008-04-01 | 379.952203524426 |
| 2008-05-01 | 379.986115881010 |
| 2008-06-01 | 379.624962807603 |
| 2008-07-01 | 378.982849018346 |
| 2008-08-01 | 378.550226833000 |
| 2008-09-01 | 377.627032008787 |
| 2008-10-01 | 376.046007985539 |
| 2008-11-01 | 373.038906823981 |
| 2008-12-01 | 370.731426474243 |
| 2009-01-01 | 367.498550034219 |
| 2009-02-01 | 364.021281106884 |
| 2009-03-01 | 360.583486370692 |
| 2009-04-01 | 356.013812351683 |
| 2009-05-01 | 354.277784315840 |
| 2009-06-01 | 352.816420976637 |
| 2009-07-01 | 350.118299274029 |
| 2009-08-01 | 349.443558171404 |
| 2009-09-01 | 347.133209178264 |
| 2009-10-01 | 350.792027811474 |
| 2009-11-01 | 351.082803423313 |
| 2009-12-01 | 350.232892155948 |
| 2010-01-01 | 346.986029797101 |
| 2010-02-01 | 348.621670450446 |
| 2010-03-01 | 350.196065297121 |
| 2010-04-01 | 350.906913316207 |
| 2010-05-01 | 351.625003309103 |
| 2010-06-01 | 352.928100704021 |
| 2010-07-01 | 354.139339240770 |
| 2010-08-01 | 353.857870161108 |
| 2010-09-01 | 354.307504952110 |
| 2010-10-01 | 354.602457105381 |
| 2010-11-01 | 355.306204712699 |
| 2010-12-01 | 355.644719878602 |
| 2011-01-01 | 359.449078093254 |
| 2011-02-01 | 361.356569220007 |
| 2011-03-01 | 362.459353641218 |
| 2011-04-01 | 364.373463491783 |
| 2011-05-01 | 366.470152213626 |
| 2011-06-01 | 367.433443258778 |
| 2011-07-01 | 370.405536003999 |
| 2011-08-01 | 372.037343013963 |
| 2011-09-01 | 375.934178644354 |
| 2011-10-01 | 376.393906549124 |
| 2011-11-01 | 378.618290719431 |
| 2011-12-01 | 380.578903210489 |
| 2012-01-01 | 383.127930161611 |
| 2012-02-01 | 385.510323573344 |
| 2012-03-01 | 388.135847544151 |
| 2012-04-01 | 392.367136970512 |
| 2012-05-01 | 394.847379490322 |
| 2012-06-01 | 398.938340562825 |
| 2012-07-01 | 397.837992179792 |
| 2012-08-01 | 400.288476966308 |
| 2012-09-01 | 402.449936832903 |
| 2012-10-01 | 405.372886091964 |
| 2012-11-01 | 406.470740946898 |
| 2012-12-01 | 407.468043741056 |
| 2013-01-01 | 408.307268619506 |
| 2013-02-01 | 409.889613757229 |
| 2013-03-01 | 411.122497858301 |
| 2013-04-01 | 411.539143621580 |
| 2013-05-01 | 412.566475880745 |
| 2013-06-01 | 413.702007932582 |
| 2013-07-01 | 414.715125250213 |
| 2013-08-01 | 416.765082565733 |
| 2013-09-01 | 416.984633942143 |
| 2013-10-01 | 418.537293662753 |
| 2013-11-01 | 420.998376777379 |
| 2013-12-01 | 423.074102378793 |
| 2014-01-01 | 425.636530198916 |
| 2014-02-01 | 427.492854246972 |
| 2014-03-01 | 429.302913098348 |
| 2014-04-01 | 429.044012295778 |
| 2014-05-01 | 433.716482931808 |
| 2014-06-01 | 433.249766543553 |
| 2014-07-01 | 432.639037008234 |
| 2014-08-01 | 435.502547572204 |
| 2014-09-01 | 437.411417203943 |
| 2014-10-01 | 437.990801260059 |
| 2014-11-01 | 439.874713716652 |
| 2014-12-01 | 441.857166803416 |
| 2015-01-01 | 443.047758404794 |
| 2015-02-01 | 444.362540969375 |
| 2015-03-01 | 446.560194129518 |
| 2015-04-01 | 448.265710417199 |
| 2015-05-01 | 449.710239689513 |
| 2015-06-01 | 450.528204896622 |
| 2015-07-01 | 453.564343401250 |
| 2015-08-01 | 455.743438247618 |
| 2015-09-01 | 456.875054756015 |
| 2015-10-01 | 459.708670536216 |
| 2015-11-01 | 460.084723353640 |
| 2015-12-01 | 461.508259041033 |
| 2016-01-01 | 463.056984405021 |
| 2016-02-01 | 464.434542793970 |
| 2016-03-01 | 464.040704170926 |
| 2016-04-01 | 466.181372046120 |
| 2016-05-01 | 466.576227023458 |
| 2016-06-01 | 467.481425180655 |
| 2016-07-01 | 469.372089632596 |
| 2016-08-01 | 468.773447124280 |
| 2016-09-01 | 469.651244431243 |
| 2016-10-01 | 469.146272763785 |
| 2016-11-01 | 470.276609943133 |
| 2016-12-01 | 468.323426314358 |
| 2017-01-01 | 471.209179888503 |
| 2017-02-01 | 472.356638747448 |
| 2017-03-01 | 473.895580023738 |
| 2017-04-01 | 471.907417032759 |
| 2017-05-01 | 474.508248174447 |
| 2017-06-01 | 477.243317640624 |
| 2017-07-01 | 476.834258690410 |
| 2017-08-01 | 477.190161244217 |
| 2017-09-01 | 478.592648222477 |
| 2017-10-01 | 479.268612658220 |
| 2017-11-01 | 479.893220691714 |
| 2017-12-01 | 481.093086882288 |
| 2018-01-01 | 482.761651699953 |
| 2018-02-01 | 484.129377372618 |
| 2018-03-01 | 486.374622285238 |
| 2018-04-01 | 488.044655188416 |
| 2018-05-01 | 490.531821205187 |
| 2018-06-01 | 492.386601410669 |
| 2018-07-01 | 493.459112385661 |
| 2018-08-01 | 495.839722268411 |
| 2018-09-01 | 497.525461696977 |
| 2018-10-01 | 498.962610575925 |
| 2018-11-01 | 500.233738131414 |
| 2018-12-01 | 501.542065498569 |
| 2019-01-01 | 501.782458098630 |
| 2019-02-01 | 502.525904737173 |
| 2019-03-01 | 503.724682018196 |
| 2019-04-01 | 505.508435826035 |
| 2019-05-01 | 506.007128269564 |
| 2019-06-01 | 508.464998000216 |
| 2019-07-01 | 510.087629441924 |
| 2019-08-01 | 512.340539458945 |
| 2019-09-01 | 512.393989310134 |
| 2019-10-01 | 513.041778095101 |
| 2019-11-01 | 514.973198565375 |
| 2019-12-01 | 514.857349217332 |
| 2020-01-01 | 518.493226373090 |
| 2020-02-01 | 518.065136886670 |
| 2020-03-01 | 514.204817852591 |
| 2020-04-01 | 478.544936474473 |
| 2020-05-01 | 479.241114407188 |
| 2020-06-01 | 481.055377948690 |
| 2020-07-01 | 477.664135610006 |
| 2020-08-01 | 476.258915488566 |
| 2020-09-01 | 477.004287733020 |
| 2020-10-01 | 479.150643705976 |
| 2020-11-01 | 479.816808072587 |
| 2020-12-01 | 482.379185543797 |
| 2021-01-01 | 483.455328422130 |
| 2021-02-01 | 484.886950644784 |
| 2021-03-01 | 487.015294418208 |
| 2021-04-01 | 488.261723314709 |
| 2021-05-01 | 490.357068446980 |
| 2021-06-01 | 489.872110630183 |
| 2021-07-01 | 495.993142492296 |
| 2021-08-01 | 498.117859764450 |
| 2021-09-01 | 500.283920793402 |
| 2021-10-01 | 512.090168833697 |
| 2021-11-01 | 514.274747641678 |
| 2021-12-01 | 516.192635850890 |
| 2022-01-01 | 518.151113336176 |
| 2022-02-01 | 520.866574975065 |
| 2022-03-01 | 521.966185471102 |
| 2022-04-01 | 524.645635253632 |
| 2022-05-01 | 525.569191503174 |
| 2022-06-01 | 527.202038820357 |
| 2022-07-01 | 523.646299753961 |
| 2022-08-01 | 523.878491177763 |
| 2022-09-01 | 523.407006113365 |
| 2022-10-01 | 522.627866827150 |
| 2022-11-01 | 521.112195228903 |
| 2022-12-01 | 518.724935954416 |
| 2023-01-01 | 514.722440035451 |
| 2023-02-01 | 513.355377325311 |
| 2023-03-01 | 511.134661605202 |
| 2023-04-01 | 510.435596221853 |
| 2023-05-01 | 507.966474797870 |
| 2023-06-01 | 507.167492715627 |
| 2023-07-01 | 504.133982265857 |
| 2023-08-01 | 504.128007774380 |
| 2023-09-01 | 503.524974185542 |
| 2023-10-01 | 500.593304835794 |
| 2023-11-01 | 499.401247077865 |
| 2023-12-01 | 498.315008980000 |
| 2024-01-01 | 499.311635921404 |
| 2024-02-01 | 495.923264481700 |
| 2024-03-01 | 494.867306923049 |
| 2024-04-01 | 492.046617422412 |
| 2024-05-01 | 491.385907589170 |
| 2024-06-01 | 488.773571237802 |
| 2024-07-01 | 487.907465579972 |
| 2024-08-01 | 486.299689506386 |
| 2024-09-01 | 485.075547089357 |
| 2024-10-01 | 483.001807292948 |
| 2024-11-01 | 481.427807285539 |
| 2024-12-01 | 479.067261389269 |
| 2025-01-01 | 477.151132839566 |
| 2025-02-01 | 475.697358304084 |
| 2025-03-01 | 475.441135252574 |
| 2025-04-01 | 474.561937502913 |
| 2025-05-01 | 473.635405021878 |
| 2025-06-01 | 473.225377459764 |
| 2025-07-01 | 473.956188818498 |
| 2025-08-01 | 472.808956106815 |
| 2025-09-01 | 472.896209530918 |
| 2025-10-01 | 473.709792897061 |
| 2025-11-01 | 473.071007894307 |
| 2025-12-01 | 473.816153178656 |
| 2026-01-01 | 474.941492547200 |
| 2026-02-01 | 475.029395365916 |
| 2026-03-01 | 473.918085844765 |
| 2026-04-01 | 473.356933085242 |