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 2026-08-01 |
| Last Updated | 2026-09-18 12:17 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 | 265.0936722796 |
| 1990-02-01 | 266.6206234920 |
| 1990-03-01 | 266.7919895912 |
| 1990-04-01 | 266.7069598663 |
| 1990-05-01 | 268.8058692180 |
| 1990-06-01 | 270.6225318141 |
| 1990-07-01 | 270.7535338711 |
| 1990-08-01 | 270.9972804926 |
| 1990-09-01 | 271.2394834706 |
| 1990-10-01 | 273.0880404212 |
| 1990-11-01 | 272.8000146180 |
| 1990-12-01 | 274.5406073955 |
| 1991-01-01 | 278.6158971711 |
| 1991-02-01 | 277.8904870160 |
| 1991-03-01 | 278.1109579907 |
| 1991-04-01 | 279.3384280391 |
| 1991-05-01 | 278.9083553099 |
| 1991-06-01 | 277.5445755104 |
| 1991-07-01 | 277.4332792978 |
| 1991-08-01 | 276.9168964401 |
| 1991-09-01 | 277.2347690696 |
| 1991-10-01 | 277.3484107134 |
| 1991-11-01 | 278.3302799432 |
| 1991-12-01 | 277.8845969013 |
| 1992-01-01 | 276.9277232779 |
| 1992-02-01 | 275.6993172818 |
| 1992-03-01 | 276.5978456006 |
| 1992-04-01 | 278.8091994520 |
| 1992-05-01 | 277.6473851529 |
| 1992-06-01 | 277.3311341803 |
| 1992-07-01 | 281.6887534458 |
| 1992-08-01 | 281.2682508478 |
| 1992-09-01 | 281.6402659219 |
| 1992-10-01 | 282.1615098251 |
| 1992-11-01 | 282.7073732594 |
| 1992-12-01 | 280.7747545315 |
| 1993-01-01 | 284.4231513316 |
| 1993-02-01 | 283.9973361947 |
| 1993-03-01 | 284.1395858737 |
| 1993-04-01 | 283.5389099303 |
| 1993-05-01 | 284.0999185863 |
| 1993-06-01 | 284.5446422264 |
| 1993-07-01 | 285.6403381248 |
| 1993-08-01 | 287.2485535908 |
| 1993-09-01 | 287.8978265022 |
| 1993-10-01 | 288.8323558454 |
| 1993-11-01 | 288.9719982268 |
| 1993-12-01 | 289.8606158167 |
| 1994-01-01 | 281.0225155328 |
| 1994-02-01 | 282.6842381080 |
| 1994-03-01 | 283.7870190255 |
| 1994-04-01 | 285.2624310647 |
| 1994-05-01 | 285.6989379392 |
| 1994-06-01 | 285.9023150177 |
| 1994-07-01 | 284.5757431957 |
| 1994-08-01 | 284.6117503430 |
| 1994-09-01 | 286.2331574419 |
| 1994-10-01 | 285.6464921514 |
| 1994-11-01 | 286.8586298543 |
| 1994-12-01 | 288.6837943961 |
| 1995-01-01 | 287.8671914693 |
| 1995-02-01 | 290.7465429415 |
| 1995-03-01 | 292.2102331207 |
| 1995-04-01 | 290.4576941878 |
| 1995-05-01 | 293.2282829939 |
| 1995-06-01 | 294.2669829578 |
| 1995-07-01 | 295.9788469091 |
| 1995-08-01 | 296.8889535198 |
| 1995-09-01 | 299.4979365230 |
| 1995-10-01 | 297.8718385248 |
| 1995-11-01 | 299.0118345149 |
| 1995-12-01 | 299.2747115747 |
| 1996-01-01 | 308.2216870979 |
| 1996-02-01 | 309.0175428791 |
| 1996-03-01 | 309.4654445195 |
| 1996-04-01 | 305.2064299797 |
| 1996-05-01 | 307.8321300207 |
| 1996-06-01 | 309.2428948676 |
| 1996-07-01 | 314.3806432233 |
| 1996-08-01 | 316.1278731576 |
| 1996-09-01 | 316.7878332847 |
| 1996-10-01 | 320.5356581400 |
| 1996-11-01 | 323.0721180551 |
| 1996-12-01 | 325.0240132744 |
| 1997-01-01 | 323.6328618753 |
| 1997-02-01 | 326.4929297741 |
| 1997-03-01 | 328.5569595076 |
| 1997-04-01 | 330.7629142269 |
| 1997-05-01 | 332.9404913120 |
| 1997-06-01 | 334.4350826837 |
| 1997-07-01 | 336.6009712732 |
| 1997-08-01 | 337.4823103009 |
| 1997-09-01 | 339.4394790685 |
| 1997-10-01 | 338.9905108707 |
| 1997-11-01 | 339.6754483538 |
| 1997-12-01 | 341.7741305518 |
| 1998-01-01 | 343.7861005680 |
| 1998-02-01 | 345.7209983918 |
| 1998-03-01 | 345.7077231989 |
| 1998-04-01 | 349.0112896154 |
| 1998-05-01 | 349.3725326872 |
| 1998-06-01 | 351.5306654639 |
| 1998-07-01 | 351.8538829471 |
| 1998-08-01 | 353.4909708961 |
| 1998-09-01 | 354.2732817902 |
| 1998-10-01 | 355.5687563163 |
| 1998-11-01 | 357.8669863062 |
| 1998-12-01 | 358.6419789734 |
| 1999-01-01 | 358.9762772677 |
| 1999-02-01 | 360.8608732237 |
| 1999-03-01 | 362.0654453348 |
| 1999-04-01 | 364.0164894982 |
| 1999-05-01 | 366.1368552677 |
| 1999-06-01 | 367.5896059547 |
| 1999-07-01 | 368.9959129242 |
| 1999-08-01 | 369.9732628016 |
| 1999-09-01 | 370.2471666129 |
| 1999-10-01 | 375.1087918113 |
| 1999-11-01 | 376.4525116410 |
| 1999-12-01 | 379.0041919457 |
| 2000-01-01 | 382.2508727788 |
| 2000-02-01 | 385.0190172057 |
| 2000-03-01 | 388.2666358730 |
| 2000-04-01 | 391.1083882692 |
| 2000-05-01 | 391.8191823702 |
| 2000-06-01 | 395.0406850173 |
| 2000-07-01 | 398.4733967667 |
| 2000-08-01 | 401.6640472510 |
| 2000-09-01 | 404.6519500376 |
| 2000-10-01 | 404.9970554334 |
| 2000-11-01 | 406.0008491186 |
| 2000-12-01 | 405.1438831737 |
| 2001-01-01 | 394.7491827717 |
| 2001-02-01 | 392.5714262475 |
| 2001-03-01 | 389.8760562284 |
| 2001-04-01 | 378.9511135352 |
| 2001-05-01 | 376.9592597786 |
| 2001-06-01 | 374.3898276159 |
| 2001-07-01 | 368.2571151866 |
| 2001-08-01 | 363.9480311226 |
| 2001-09-01 | 359.4883062952 |
| 2001-10-01 | 356.8541653931 |
| 2001-11-01 | 352.2279416415 |
| 2001-12-01 | 351.4583673597 |
| 2002-01-01 | 347.4898977145 |
| 2002-02-01 | 344.8653138134 |
| 2002-03-01 | 343.3946888926 |
| 2002-04-01 | 340.1563196652 |
| 2002-05-01 | 338.8221597455 |
| 2002-06-01 | 336.8572195774 |
| 2002-07-01 | 334.6308230939 |
| 2002-08-01 | 333.5534114807 |
| 2002-09-01 | 332.2122952597 |
| 2002-10-01 | 329.4513913807 |
| 2002-11-01 | 331.1365069863 |
| 2002-12-01 | 328.9844438399 |
| 2003-01-01 | 327.0639287582 |
| 2003-02-01 | 325.6715527987 |
| 2003-03-01 | 324.2184583522 |
| 2003-04-01 | 323.0647319891 |
| 2003-05-01 | 321.5730755295 |
| 2003-06-01 | 321.1888486200 |
| 2003-07-01 | 321.9383771441 |
| 2003-08-01 | 322.0456551057 |
| 2003-09-01 | 321.9112329416 |
| 2003-10-01 | 321.1932518694 |
| 2003-11-01 | 321.3977297022 |
| 2003-12-01 | 321.8035113947 |
| 2004-01-01 | 324.3238891757 |
| 2004-02-01 | 323.6687420195 |
| 2004-03-01 | 324.3846545608 |
| 2004-04-01 | 325.5979829782 |
| 2004-05-01 | 326.5535497284 |
| 2004-06-01 | 327.2373914170 |
| 2004-07-01 | 326.6698313734 |
| 2004-08-01 | 326.6769762211 |
| 2004-09-01 | 326.5680241696 |
| 2004-10-01 | 329.5314105553 |
| 2004-11-01 | 330.4018479003 |
| 2004-12-01 | 331.5343689672 |
| 2005-01-01 | 334.1865427492 |
| 2005-02-01 | 334.8085154049 |
| 2005-03-01 | 335.4634774646 |
| 2005-04-01 | 336.5389773278 |
| 2005-05-01 | 336.6858844602 |
| 2005-06-01 | 337.0589364305 |
| 2005-07-01 | 338.5874595519 |
| 2005-08-01 | 339.5911007200 |
| 2005-09-01 | 340.7025522676 |
| 2005-10-01 | 342.1041216194 |
| 2005-11-01 | 343.8638738422 |
| 2005-12-01 | 345.4683585663 |
| 2006-01-01 | 346.6474127027 |
| 2006-02-01 | 348.1568666806 |
| 2006-03-01 | 349.8598126549 |
| 2006-04-01 | 351.0954434002 |
| 2006-05-01 | 353.3374242981 |
| 2006-06-01 | 355.0610995645 |
| 2006-07-01 | 355.2170856024 |
| 2006-08-01 | 355.9675750501 |
| 2006-09-01 | 356.4100214513 |
| 2006-10-01 | 356.1521180864 |
| 2006-11-01 | 356.9411658948 |
| 2006-12-01 | 358.0872602205 |
| 2007-01-01 | 356.5708452523 |
| 2007-02-01 | 358.3128241504 |
| 2007-03-01 | 359.5977063169 |
| 2007-04-01 | 358.7003326997 |
| 2007-05-01 | 362.2270569756 |
| 2007-06-01 | 363.2653774285 |
| 2007-07-01 | 366.0920351177 |
| 2007-08-01 | 367.0125734938 |
| 2007-09-01 | 367.4764786732 |
| 2007-10-01 | 376.4043768729 |
| 2007-11-01 | 377.2816059196 |
| 2007-12-01 | 377.7177567132 |
| 2008-01-01 | 379.4549836265 |
| 2008-02-01 | 380.3579692546 |
| 2008-03-01 | 380.2304305532 |
| 2008-04-01 | 379.9522142111 |
| 2008-05-01 | 379.9862089454 |
| 2008-06-01 | 379.6251020155 |
| 2008-07-01 | 378.9830408864 |
| 2008-08-01 | 378.5504779014 |
| 2008-09-01 | 377.6274071297 |
| 2008-10-01 | 376.0455269930 |
| 2008-11-01 | 373.0386286351 |
| 2008-12-01 | 370.7313261316 |
| 2009-01-01 | 367.4984837268 |
| 2009-02-01 | 364.0212354418 |
| 2009-03-01 | 360.5835001237 |
| 2009-04-01 | 356.0138212986 |
| 2009-05-01 | 354.2778604355 |
| 2009-06-01 | 352.8165176371 |
| 2009-07-01 | 350.1184203708 |
| 2009-08-01 | 349.4437077059 |
| 2009-09-01 | 347.1335175433 |
| 2009-10-01 | 350.7916354965 |
| 2009-11-01 | 351.0826290546 |
| 2009-12-01 | 350.2327726553 |
| 2010-01-01 | 346.9860137285 |
| 2010-02-01 | 348.6216679677 |
| 2010-03-01 | 350.1961053142 |
| 2010-04-01 | 350.9069321679 |
| 2010-05-01 | 351.6250571023 |
| 2010-06-01 | 352.9281452620 |
| 2010-07-01 | 354.1394046875 |
| 2010-08-01 | 353.8579234675 |
| 2010-09-01 | 354.3076863879 |
| 2010-10-01 | 354.6022521608 |
| 2010-11-01 | 355.3061153176 |
| 2010-12-01 | 355.6445922310 |
| 2011-01-01 | 359.4490944224 |
| 2011-02-01 | 361.3566074931 |
| 2011-03-01 | 362.4594109021 |
| 2011-04-01 | 364.3734779286 |
| 2011-05-01 | 366.4701782289 |
| 2011-06-01 | 367.4334193207 |
| 2011-07-01 | 370.4055372228 |
| 2011-08-01 | 372.0373388551 |
| 2011-09-01 | 375.9343542557 |
| 2011-10-01 | 376.3937670017 |
| 2011-11-01 | 378.6182147167 |
| 2011-12-01 | 380.5788140319 |
| 2012-01-01 | 383.1279672761 |
| 2012-02-01 | 385.5104076993 |
| 2012-03-01 | 388.1359348766 |
| 2012-04-01 | 392.3672637766 |
| 2012-05-01 | 394.8473318707 |
| 2012-06-01 | 398.9381985678 |
| 2012-07-01 | 397.8379918722 |
| 2012-08-01 | 400.2884346151 |
| 2012-09-01 | 402.4499880062 |
| 2012-10-01 | 405.3727621804 |
| 2012-11-01 | 406.4705406306 |
| 2012-12-01 | 407.4679169472 |
| 2013-01-01 | 408.3074017017 |
| 2013-02-01 | 409.8899262187 |
| 2013-03-01 | 411.1228492689 |
| 2013-04-01 | 411.5396557192 |
| 2013-05-01 | 412.5666092471 |
| 2013-06-01 | 413.7007429990 |
| 2013-07-01 | 414.7153063490 |
| 2013-08-01 | 416.7651191709 |
| 2013-09-01 | 416.9845616484 |
| 2013-10-01 | 418.5369823769 |
| 2013-11-01 | 420.9979279454 |
| 2013-12-01 | 423.0738698068 |
| 2014-01-01 | 425.6367159500 |
| 2014-02-01 | 427.4934570803 |
| 2014-03-01 | 429.3046069478 |
| 2014-04-01 | 429.0449275736 |
| 2014-05-01 | 433.7165525154 |
| 2014-06-01 | 433.2468051796 |
| 2014-07-01 | 432.6397782274 |
| 2014-08-01 | 435.5024216772 |
| 2014-09-01 | 437.4110464232 |
| 2014-10-01 | 437.9900813414 |
| 2014-11-01 | 439.8738817184 |
| 2014-12-01 | 441.8568700655 |
| 2015-01-01 | 443.0475004915 |
| 2015-02-01 | 444.3623957707 |
| 2015-03-01 | 446.5673009019 |
| 2015-04-01 | 448.2667091212 |
| 2015-05-01 | 449.7106653386 |
| 2015-06-01 | 450.5211486671 |
| 2015-07-01 | 453.5661107502 |
| 2015-08-01 | 455.7426674562 |
| 2015-09-01 | 456.8734311445 |
| 2015-10-01 | 459.7065580958 |
| 2015-11-01 | 460.0833062907 |
| 2015-12-01 | 461.5086574715 |
| 2016-01-01 | 463.0577309917 |
| 2016-02-01 | 464.4354721023 |
| 2016-03-01 | 464.0548688754 |
| 2016-04-01 | 466.1822651514 |
| 2016-05-01 | 466.5755692425 |
| 2016-06-01 | 467.4707338681 |
| 2016-07-01 | 469.3729188817 |
| 2016-08-01 | 468.7701093949 |
| 2016-09-01 | 469.6467156736 |
| 2016-10-01 | 469.1414233506 |
| 2016-11-01 | 470.2743632433 |
| 2016-12-01 | 468.3265363270 |
| 2017-01-01 | 471.2148863136 |
| 2017-02-01 | 472.3632219231 |
| 2017-03-01 | 473.9178321701 |
| 2017-04-01 | 471.9083290160 |
| 2017-05-01 | 474.5045279806 |
| 2017-06-01 | 477.2264119071 |
| 2017-07-01 | 476.8302436830 |
| 2017-08-01 | 477.1819842691 |
| 2017-09-01 | 478.5827203559 |
| 2017-10-01 | 479.2589285768 |
| 2017-11-01 | 479.8855550022 |
| 2017-12-01 | 481.1024502515 |
| 2018-01-01 | 482.7773502908 |
| 2018-02-01 | 484.1733620624 |
| 2018-03-01 | 486.3971432893 |
| 2018-04-01 | 488.0430820758 |
| 2018-05-01 | 490.5220715577 |
| 2018-06-01 | 492.3415209375 |
| 2018-07-01 | 493.4444522065 |
| 2018-08-01 | 495.8245540944 |
| 2018-09-01 | 497.5119725169 |
| 2018-10-01 | 498.9509040138 |
| 2018-11-01 | 500.2239264987 |
| 2018-12-01 | 501.5641198151 |
| 2019-01-01 | 501.8164785511 |
| 2019-02-01 | 502.6173851356 |
| 2019-03-01 | 503.7534450450 |
| 2019-04-01 | 505.5069663118 |
| 2019-05-01 | 505.9903337954 |
| 2019-06-01 | 508.3462821041 |
| 2019-07-01 | 510.0605202182 |
| 2019-08-01 | 512.3206080711 |
| 2019-09-01 | 512.3828604295 |
| 2019-10-01 | 513.0354570726 |
| 2019-11-01 | 514.9660084573 |
| 2019-12-01 | 514.8974190849 |
| 2020-01-01 | 518.5536263195 |
| 2020-02-01 | 518.2071005258 |
| 2020-03-01 | 514.2412765678 |
| 2020-04-01 | 478.5590552255 |
| 2020-05-01 | 479.2555397805 |
| 2020-06-01 | 480.7624572440 |
| 2020-07-01 | 477.6226629775 |
| 2020-08-01 | 476.2682924453 |
| 2020-09-01 | 477.0145703310 |
| 2020-10-01 | 479.1594468981 |
| 2020-11-01 | 479.8266192374 |
| 2020-12-01 | 482.4235408861 |
| 2021-01-01 | 483.5711918117 |
| 2021-02-01 | 485.0021971520 |
| 2021-03-01 | 487.0623242829 |
| 2021-04-01 | 488.2927326179 |
| 2021-05-01 | 490.3889344616 |
| 2021-06-01 | 489.4099119085 |
| 2021-07-01 | 495.9350436644 |
| 2021-08-01 | 498.1445449749 |
| 2021-09-01 | 500.3462650335 |
| 2021-10-01 | 512.1166083377 |
| 2021-11-01 | 514.3040502232 |
| 2021-12-01 | 516.2484127973 |
| 2022-01-01 | 518.3349609600 |
| 2022-02-01 | 520.9586875614 |
| 2022-03-01 | 522.0160708166 |
| 2022-04-01 | 524.6912300151 |
| 2022-05-01 | 525.6277505883 |
| 2022-06-01 | 526.4991697007 |
| 2022-07-01 | 523.5864915000 |
| 2022-08-01 | 523.9386473275 |
| 2022-09-01 | 523.5374819131 |
| 2022-10-01 | 522.6848718617 |
| 2022-11-01 | 521.1782292750 |
| 2022-12-01 | 518.7978708051 |
| 2023-01-01 | 514.9564647302 |
| 2023-02-01 | 513.4064447710 |
| 2023-03-01 | 511.1666911918 |
| 2023-04-01 | 510.4417747542 |
| 2023-05-01 | 507.9557585780 |
| 2023-06-01 | 506.4269862728 |
| 2023-07-01 | 504.0936706351 |
| 2023-08-01 | 504.1765441920 |
| 2023-09-01 | 503.7173376237 |
| 2023-10-01 | 500.7084093348 |
| 2023-11-01 | 499.5248611329 |
| 2023-12-01 | 498.4342170874 |
| 2024-01-01 | 499.5211941675 |
| 2024-02-01 | 495.9805590754 |
| 2024-03-01 | 494.8669535652 |
| 2024-04-01 | 491.9339359307 |
| 2024-05-01 | 491.3814044695 |
| 2024-06-01 | 487.9035043636 |
| 2024-07-01 | 487.8065601264 |
| 2024-08-01 | 486.4747835846 |
| 2024-09-01 | 485.3117227004 |
| 2024-10-01 | 483.2138480807 |
| 2024-11-01 | 481.6369044439 |
| 2024-12-01 | 479.2350749325 |
| 2025-01-01 | 477.3150210617 |
| 2025-02-01 | 475.7349706813 |
| 2025-03-01 | 475.3882343628 |
| 2025-04-01 | 474.2897762668 |
| 2025-05-01 | 473.6622399475 |
| 2025-06-01 | 472.2678610786 |
| 2025-07-01 | 473.7988488367 |
| 2025-08-01 | 473.1124978194 |
| 2025-09-01 | 473.1765942528 |
| 2025-10-01 | 474.0149526382 |
| 2025-11-01 | 473.3556836371 |
| 2025-12-01 | 474.0236529511 |
| 2026-01-01 | 475.0610262433 |
| 2026-02-01 | 475.0456457391 |
| 2026-03-01 | 473.8177253986 |
| 2026-04-01 | 473.3225402635 |
| 2026-05-01 | 471.3332992846 |
| 2026-06-01 | 472.6980718795 |
| 2026-07-01 | 469.6655788798 |
| 2026-08-01 | 467.7623405986 |