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 2026-05-01 |
| Last Updated | 2026-06-24 9:47 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 | 265.094416744257 |
| 1990-02-01 | 266.620491037991 |
| 1990-03-01 | 266.791968453312 |
| 1990-04-01 | 266.707200879141 |
| 1990-05-01 | 268.805686759538 |
| 1990-06-01 | 270.622476571829 |
| 1990-07-01 | 270.753554598110 |
| 1990-08-01 | 270.997206897501 |
| 1990-09-01 | 271.239374010584 |
| 1990-10-01 | 273.087923601553 |
| 1990-11-01 | 272.799915208110 |
| 1990-12-01 | 274.540237354293 |
| 1991-01-01 | 278.616932730115 |
| 1991-02-01 | 277.890334039937 |
| 1991-03-01 | 278.110893202829 |
| 1991-04-01 | 279.338595971962 |
| 1991-05-01 | 278.908204360223 |
| 1991-06-01 | 277.544554412059 |
| 1991-07-01 | 277.433328341003 |
| 1991-08-01 | 276.916806840599 |
| 1991-09-01 | 277.234631175692 |
| 1991-10-01 | 277.348251002081 |
| 1991-11-01 | 278.330134135638 |
| 1991-12-01 | 277.884074938262 |
| 1992-01-01 | 276.928934998408 |
| 1992-02-01 | 275.699219906080 |
| 1992-03-01 | 276.597803087020 |
| 1992-04-01 | 278.809327182062 |
| 1992-05-01 | 277.647315760205 |
| 1992-06-01 | 277.331192116658 |
| 1992-07-01 | 281.688841043622 |
| 1992-08-01 | 281.268098476165 |
| 1992-09-01 | 281.640127455529 |
| 1992-10-01 | 282.161163799877 |
| 1992-11-01 | 282.707009590630 |
| 1992-12-01 | 280.773921982725 |
| 1993-01-01 | 284.424868773030 |
| 1993-02-01 | 283.997264266621 |
| 1993-03-01 | 284.139634777922 |
| 1993-04-01 | 283.539056075646 |
| 1993-05-01 | 284.100054168122 |
| 1993-06-01 | 284.544840593510 |
| 1993-07-01 | 285.640477119341 |
| 1993-08-01 | 287.248384106045 |
| 1993-09-01 | 287.897652196661 |
| 1993-10-01 | 288.831698050222 |
| 1993-11-01 | 288.971118657670 |
| 1993-12-01 | 289.859189576764 |
| 1994-01-01 | 281.024600416194 |
| 1994-02-01 | 282.684536723802 |
| 1994-03-01 | 283.787168741533 |
| 1994-04-01 | 285.262912146022 |
| 1994-05-01 | 285.699324812915 |
| 1994-06-01 | 285.902601213537 |
| 1994-07-01 | 284.575829966692 |
| 1994-08-01 | 284.611675418586 |
| 1994-09-01 | 286.232866811654 |
| 1994-10-01 | 285.645497601328 |
| 1994-11-01 | 286.857196823443 |
| 1994-12-01 | 288.681689529348 |
| 1995-01-01 | 287.869975751800 |
| 1995-02-01 | 290.747145274687 |
| 1995-03-01 | 292.210449225273 |
| 1995-04-01 | 290.458516972465 |
| 1995-05-01 | 293.228903956282 |
| 1995-06-01 | 294.267282650670 |
| 1995-07-01 | 295.978845017465 |
| 1995-08-01 | 296.889021581118 |
| 1995-09-01 | 299.497483967798 |
| 1995-10-01 | 297.870657305945 |
| 1995-11-01 | 299.010036432368 |
| 1995-12-01 | 299.272098253670 |
| 1996-01-01 | 308.224840403166 |
| 1996-02-01 | 309.018531244037 |
| 1996-03-01 | 309.465628280842 |
| 1996-04-01 | 305.207566296124 |
| 1996-05-01 | 307.832826379497 |
| 1996-06-01 | 309.243056697012 |
| 1996-07-01 | 314.380444530344 |
| 1996-08-01 | 316.128072624581 |
| 1996-09-01 | 316.787243161132 |
| 1996-10-01 | 320.534401340686 |
| 1996-11-01 | 323.070482057647 |
| 1996-12-01 | 325.021930121546 |
| 1997-01-01 | 323.635434322267 |
| 1997-02-01 | 326.493821572452 |
| 1997-03-01 | 328.557306500197 |
| 1997-04-01 | 330.763882542440 |
| 1997-05-01 | 332.941017216439 |
| 1997-06-01 | 334.435134336785 |
| 1997-07-01 | 336.600733542015 |
| 1997-08-01 | 337.482347155285 |
| 1997-09-01 | 339.438961366238 |
| 1997-10-01 | 338.989441068701 |
| 1997-11-01 | 339.674297248638 |
| 1997-12-01 | 341.773017943777 |
| 1998-01-01 | 343.787716179557 |
| 1998-02-01 | 345.721946423636 |
| 1998-03-01 | 345.708321724263 |
| 1998-04-01 | 349.011682839160 |
| 1998-05-01 | 349.372801522694 |
| 1998-06-01 | 351.530595923187 |
| 1998-07-01 | 351.853623027703 |
| 1998-08-01 | 353.490820724096 |
| 1998-09-01 | 354.272764502862 |
| 1998-10-01 | 355.567852540048 |
| 1998-11-01 | 357.866166438365 |
| 1998-12-01 | 358.641449509766 |
| 1999-01-01 | 358.977557719821 |
| 1999-02-01 | 360.862205501094 |
| 1999-03-01 | 362.066912439926 |
| 1999-04-01 | 364.015733234324 |
| 1999-05-01 | 366.136685671616 |
| 1999-06-01 | 367.589401639554 |
| 1999-07-01 | 368.995659043163 |
| 1999-08-01 | 369.972884075796 |
| 1999-09-01 | 370.246711696979 |
| 1999-10-01 | 375.108181155638 |
| 1999-11-01 | 376.451576049646 |
| 1999-12-01 | 379.003033047237 |
| 2000-01-01 | 382.252816311108 |
| 2000-02-01 | 385.021126003676 |
| 2000-03-01 | 388.269214584956 |
| 2000-04-01 | 391.106616250541 |
| 2000-05-01 | 391.818660318788 |
| 2000-06-01 | 395.040236246492 |
| 2000-07-01 | 398.472977502928 |
| 2000-08-01 | 401.663574013396 |
| 2000-09-01 | 404.651465876879 |
| 2000-10-01 | 404.996685776163 |
| 2000-11-01 | 405.999653273475 |
| 2000-12-01 | 405.141789132010 |
| 2001-01-01 | 394.751842656123 |
| 2001-02-01 | 392.573991308018 |
| 2001-03-01 | 389.879414430316 |
| 2001-04-01 | 378.949065557961 |
| 2001-05-01 | 376.958403368166 |
| 2001-06-01 | 374.389177530020 |
| 2001-07-01 | 368.256593766924 |
| 2001-08-01 | 363.947579147970 |
| 2001-09-01 | 359.488044544760 |
| 2001-10-01 | 356.854169528331 |
| 2001-11-01 | 352.226998943052 |
| 2001-12-01 | 351.456519910495 |
| 2002-01-01 | 347.491974574794 |
| 2002-02-01 | 344.867141582764 |
| 2002-03-01 | 343.397203540525 |
| 2002-04-01 | 340.155171104758 |
| 2002-05-01 | 338.821490779278 |
| 2002-06-01 | 336.856606326778 |
| 2002-07-01 | 334.630330157551 |
| 2002-08-01 | 333.553025848430 |
| 2002-09-01 | 332.212122945188 |
| 2002-10-01 | 329.451450055710 |
| 2002-11-01 | 331.135959971577 |
| 2002-12-01 | 328.983326697338 |
| 2003-01-01 | 327.065248678276 |
| 2003-02-01 | 325.672586729592 |
| 2003-03-01 | 324.219886061235 |
| 2003-04-01 | 323.064357794410 |
| 2003-05-01 | 321.572651525422 |
| 2003-06-01 | 321.188390958929 |
| 2003-07-01 | 321.938003058612 |
| 2003-08-01 | 322.045358599956 |
| 2003-09-01 | 321.911126486110 |
| 2003-10-01 | 321.193328567596 |
| 2003-11-01 | 321.397521001294 |
| 2003-12-01 | 321.803080947511 |
| 2004-01-01 | 324.324603990258 |
| 2004-02-01 | 323.669095210921 |
| 2004-03-01 | 324.385158725776 |
| 2004-04-01 | 325.598069714709 |
| 2004-05-01 | 326.553409818768 |
| 2004-06-01 | 327.237129953918 |
| 2004-07-01 | 326.669591899921 |
| 2004-08-01 | 326.676718103499 |
| 2004-09-01 | 326.567908371892 |
| 2004-10-01 | 329.531433795206 |
| 2004-11-01 | 330.401864596680 |
| 2004-12-01 | 331.534254007858 |
| 2005-01-01 | 334.187010573810 |
| 2005-02-01 | 334.808637875394 |
| 2005-03-01 | 335.463623870194 |
| 2005-04-01 | 336.539065814058 |
| 2005-05-01 | 336.685822084778 |
| 2005-06-01 | 337.058779281831 |
| 2005-07-01 | 338.587269766225 |
| 2005-08-01 | 339.590826886375 |
| 2005-09-01 | 340.702317239332 |
| 2005-10-01 | 342.104337384628 |
| 2005-11-01 | 343.864062170709 |
| 2005-12-01 | 345.468299537598 |
| 2006-01-01 | 346.647747350772 |
| 2006-02-01 | 348.156970044374 |
| 2006-03-01 | 349.859892177842 |
| 2006-04-01 | 351.095480706350 |
| 2006-05-01 | 353.337355776554 |
| 2006-06-01 | 355.060945046362 |
| 2006-07-01 | 355.216863184575 |
| 2006-08-01 | 355.967237170075 |
| 2006-09-01 | 356.409629391600 |
| 2006-10-01 | 356.152537249098 |
| 2006-11-01 | 356.941529292494 |
| 2006-12-01 | 358.087238385762 |
| 2007-01-01 | 356.571068514793 |
| 2007-02-01 | 358.312982838156 |
| 2007-03-01 | 359.597785053897 |
| 2007-04-01 | 358.700351267869 |
| 2007-05-01 | 362.226949425909 |
| 2007-06-01 | 363.265193742535 |
| 2007-07-01 | 366.091767545804 |
| 2007-08-01 | 367.012182563346 |
| 2007-09-01 | 367.475875756279 |
| 2007-10-01 | 376.405095847962 |
| 2007-11-01 | 377.282070561720 |
| 2007-12-01 | 377.717824481102 |
| 2008-01-01 | 379.455118168548 |
| 2008-02-01 | 380.358111519447 |
| 2008-03-01 | 380.230464668361 |
| 2008-04-01 | 379.952202326608 |
| 2008-05-01 | 379.986085866423 |
| 2008-06-01 | 379.624914535700 |
| 2008-07-01 | 378.982780184339 |
| 2008-08-01 | 378.550134870379 |
| 2008-09-01 | 377.626894212703 |
| 2008-10-01 | 376.046183616268 |
| 2008-11-01 | 373.039008234585 |
| 2008-12-01 | 370.731467745437 |
| 2009-01-01 | 367.498567342899 |
| 2009-02-01 | 364.021298064503 |
| 2009-03-01 | 360.583481711171 |
| 2009-04-01 | 356.013809581807 |
| 2009-05-01 | 354.277756649212 |
| 2009-06-01 | 352.816385617819 |
| 2009-07-01 | 350.118254970948 |
| 2009-08-01 | 349.443503307862 |
| 2009-09-01 | 347.133095353129 |
| 2009-10-01 | 350.792171378449 |
| 2009-11-01 | 351.082867308492 |
| 2009-12-01 | 350.232937543643 |
| 2010-01-01 | 346.986036317184 |
| 2010-02-01 | 348.621672416450 |
| 2010-03-01 | 350.196051963283 |
| 2010-04-01 | 350.906904615924 |
| 2010-05-01 | 351.624985753132 |
| 2010-06-01 | 352.928078032672 |
| 2010-07-01 | 354.139316574336 |
| 2010-08-01 | 353.857850890476 |
| 2010-09-01 | 354.307435171714 |
| 2010-10-01 | 354.602529868777 |
| 2010-11-01 | 355.306236354720 |
| 2010-12-01 | 355.644769703100 |
| 2011-01-01 | 359.449076676572 |
| 2011-02-01 | 361.356564995100 |
| 2011-03-01 | 362.459342903865 |
| 2011-04-01 | 364.373455182970 |
| 2011-05-01 | 366.470141446215 |
| 2011-06-01 | 367.433430065638 |
| 2011-07-01 | 370.405531366327 |
| 2011-08-01 | 372.037342895323 |
| 2011-09-01 | 375.934109810681 |
| 2011-10-01 | 376.393953869643 |
| 2011-11-01 | 378.618313582885 |
| 2011-12-01 | 380.578940753414 |
| 2012-01-01 | 383.127931411124 |
| 2012-02-01 | 385.510324825733 |
| 2012-03-01 | 388.135844709537 |
| 2012-04-01 | 392.367109434763 |
| 2012-05-01 | 394.847376661528 |
| 2012-06-01 | 398.938330480060 |
| 2012-07-01 | 397.837988651095 |
| 2012-08-01 | 400.288480122971 |
| 2012-09-01 | 402.449902273884 |
| 2012-10-01 | 405.372903426288 |
| 2012-11-01 | 406.470762806870 |
| 2012-12-01 | 407.468080340232 |
| 2013-01-01 | 408.307279105786 |
| 2013-02-01 | 409.889614567544 |
| 2013-03-01 | 411.122494003747 |
| 2013-04-01 | 411.539095290177 |
| 2013-05-01 | 412.566475842252 |
| 2013-06-01 | 413.701984228651 |
| 2013-07-01 | 414.715123138774 |
| 2013-08-01 | 416.765085064803 |
| 2013-09-01 | 416.984622442439 |
| 2013-10-01 | 418.537319570904 |
| 2013-11-01 | 420.998416689288 |
| 2013-12-01 | 423.074142155098 |
| 2014-01-01 | 425.636553877500 |
| 2014-02-01 | 427.492854442654 |
| 2014-03-01 | 429.302856524319 |
| 2014-04-01 | 429.043935796914 |
| 2014-05-01 | 433.716490722617 |
| 2014-06-01 | 433.249737532102 |
| 2014-07-01 | 432.639025653843 |
| 2014-08-01 | 435.502556270304 |
| 2014-09-01 | 437.411438472887 |
| 2014-10-01 | 437.990842698249 |
| 2014-11-01 | 439.874765500054 |
| 2014-12-01 | 441.857269533189 |
| 2015-01-01 | 443.047805767635 |
| 2015-02-01 | 444.362579658199 |
| 2015-03-01 | 446.559906835905 |
| 2015-04-01 | 448.265620451995 |
| 2015-05-01 | 449.710256530822 |
| 2015-06-01 | 450.528193851223 |
| 2015-07-01 | 453.564307957488 |
| 2015-08-01 | 455.743462834644 |
| 2015-09-01 | 456.875115737450 |
| 2015-10-01 | 459.708781560104 |
| 2015-11-01 | 460.084841409799 |
| 2015-12-01 | 461.508453190335 |
| 2016-01-01 | 463.057041128305 |
| 2016-02-01 | 464.434587785700 |
| 2016-03-01 | 464.040130808029 |
| 2016-04-01 | 466.181245292010 |
| 2016-05-01 | 466.576230532348 |
| 2016-06-01 | 467.481429458420 |
| 2016-07-01 | 469.371960267334 |
| 2016-08-01 | 468.773451422502 |
| 2016-09-01 | 469.651369185989 |
| 2016-10-01 | 469.146560211020 |
| 2016-11-01 | 470.276924686352 |
| 2016-12-01 | 468.323781423420 |
| 2017-01-01 | 471.209213107774 |
| 2017-02-01 | 472.356595162255 |
| 2017-03-01 | 473.894709605376 |
| 2017-04-01 | 471.907207640192 |
| 2017-05-01 | 474.508206484546 |
| 2017-06-01 | 477.243246702454 |
| 2017-07-01 | 476.833912004392 |
| 2017-08-01 | 477.190089485520 |
| 2017-09-01 | 478.592958818273 |
| 2017-10-01 | 479.269273039795 |
| 2017-11-01 | 479.894096418028 |
| 2017-12-01 | 481.094085607369 |
| 2018-01-01 | 482.761968226666 |
| 2018-02-01 | 484.127080749135 |
| 2018-03-01 | 486.373779143873 |
| 2018-04-01 | 488.044130992628 |
| 2018-05-01 | 490.531989784156 |
| 2018-06-01 | 492.386637260779 |
| 2018-07-01 | 493.459977136190 |
| 2018-08-01 | 495.838630334109 |
| 2018-09-01 | 497.526516765457 |
| 2018-10-01 | 498.963848947216 |
| 2018-11-01 | 500.235333171219 |
| 2018-12-01 | 501.543827291857 |
| 2019-01-01 | 501.782851384139 |
| 2019-02-01 | 502.520402131993 |
| 2019-03-01 | 503.722276372512 |
| 2019-04-01 | 505.506167970712 |
| 2019-05-01 | 506.007239837924 |
| 2019-06-01 | 508.466988102932 |
| 2019-07-01 | 510.091793977108 |
| 2019-08-01 | 512.340092221898 |
| 2019-09-01 | 512.396398190922 |
| 2019-10-01 | 513.043197585323 |
| 2019-11-01 | 514.975100786238 |
| 2019-12-01 | 514.860150791206 |
| 2020-01-01 | 518.493168212983 |
| 2020-02-01 | 518.054753672836 |
| 2020-03-01 | 514.198860264885 |
| 2020-04-01 | 478.538210558425 |
| 2020-05-01 | 479.236549375873 |
| 2020-06-01 | 481.059001986582 |
| 2020-07-01 | 477.688269554494 |
| 2020-08-01 | 476.256070574772 |
| 2020-09-01 | 477.006518916549 |
| 2020-10-01 | 479.151691201271 |
| 2020-11-01 | 479.817235465679 |
| 2020-12-01 | 482.379809812389 |
| 2021-01-01 | 483.457696767241 |
| 2021-02-01 | 484.874317779990 |
| 2021-03-01 | 487.003220259485 |
| 2021-04-01 | 488.246801608936 |
| 2021-05-01 | 490.342648791525 |
| 2021-06-01 | 489.870832003509 |
| 2021-07-01 | 496.057113514616 |
| 2021-08-01 | 498.105587878199 |
| 2021-09-01 | 500.300443645428 |
| 2021-10-01 | 512.087782437222 |
| 2021-11-01 | 514.274063869579 |
| 2021-12-01 | 516.190702380028 |
| 2022-01-01 | 518.156390325817 |
| 2022-02-01 | 520.847866443766 |
| 2022-03-01 | 521.946472688265 |
| 2022-04-01 | 524.596294595239 |
| 2022-05-01 | 525.546706831773 |
| 2022-06-01 | 527.197222342426 |
| 2022-07-01 | 523.758690438406 |
| 2022-08-01 | 523.861392468950 |
| 2022-09-01 | 523.447730604458 |
| 2022-10-01 | 522.630585258465 |
| 2022-11-01 | 521.115771634109 |
| 2022-12-01 | 518.721864163398 |
| 2023-01-01 | 514.726463832924 |
| 2023-02-01 | 513.321485743303 |
| 2023-03-01 | 511.094041524024 |
| 2023-04-01 | 510.345841210532 |
| 2023-05-01 | 507.942024388876 |
| 2023-06-01 | 507.166161724115 |
| 2023-07-01 | 504.257325261986 |
| 2023-08-01 | 504.129442245478 |
| 2023-09-01 | 503.602400986728 |
| 2023-10-01 | 500.616786429513 |
| 2023-11-01 | 499.422757788964 |
| 2023-12-01 | 498.316477077104 |
| 2024-01-01 | 499.305000286249 |
| 2024-02-01 | 495.871627585402 |
| 2024-03-01 | 494.788682388000 |
| 2024-04-01 | 491.820677808660 |
| 2024-05-01 | 491.432414260957 |
| 2024-06-01 | 488.798200815495 |
| 2024-07-01 | 488.012030245951 |
| 2024-08-01 | 486.349305139314 |
| 2024-09-01 | 485.177473409507 |
| 2024-10-01 | 483.063845470584 |
| 2024-11-01 | 481.471455248673 |
| 2024-12-01 | 479.073562723023 |
| 2025-01-01 | 477.126100390002 |
| 2025-02-01 | 475.617655282039 |
| 2025-03-01 | 475.305971140471 |
| 2025-04-01 | 474.209314049914 |
| 2025-05-01 | 473.784203181771 |
| 2025-06-01 | 473.272436828552 |
| 2025-07-01 | 474.039006985982 |
| 2025-08-01 | 472.900968965954 |
| 2025-09-01 | 473.017134188442 |
| 2025-10-01 | 473.804248652377 |
| 2025-11-01 | 473.134592827569 |
| 2025-12-01 | 473.826449355478 |
| 2026-01-01 | 474.903455136608 |
| 2026-02-01 | 474.932808213583 |
| 2026-03-01 | 473.736283271769 |
| 2026-04-01 | 473.245642305152 |
| 2026-05-01 | 471.681454138373 |