Table Data - All Employees: Professional and Business Services in San Francisco-San Mateo-Redwood City, CA (MD)
| Title | All Employees: Professional and Business Services in San Francisco-San Mateo-Redwood City, CA (MD) |
|---|---|
| Series ID | SMU06418846000000001SA |
| 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 2026-09-01 |
| Last Updated | 2026-10-20 10:08 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 | 147.4817299299 |
| 1990-02-01 | 149.3595084417 |
| 1990-03-01 | 147.7909482014 |
| 1990-04-01 | 147.9384366180 |
| 1990-05-01 | 148.8919190794 |
| 1990-06-01 | 149.3630443242 |
| 1990-07-01 | 149.0935520408 |
| 1990-08-01 | 149.1324591257 |
| 1990-09-01 | 148.6596631488 |
| 1990-10-01 | 148.4780297130 |
| 1990-11-01 | 147.6631639865 |
| 1990-12-01 | 149.1417230711 |
| 1991-01-01 | 154.5053869341 |
| 1991-02-01 | 153.9882145434 |
| 1991-03-01 | 153.3277455597 |
| 1991-04-01 | 152.3220102912 |
| 1991-05-01 | 151.3976268912 |
| 1991-06-01 | 149.7623321159 |
| 1991-07-01 | 150.2814051330 |
| 1991-08-01 | 149.6822631833 |
| 1991-09-01 | 150.1569947825 |
| 1991-10-01 | 150.4059809659 |
| 1991-11-01 | 150.6557622268 |
| 1991-12-01 | 150.4011694351 |
| 1992-01-01 | 150.1410486655 |
| 1992-02-01 | 149.6984570672 |
| 1992-03-01 | 149.9427432702 |
| 1992-04-01 | 150.7244327033 |
| 1992-05-01 | 149.6599548586 |
| 1992-06-01 | 149.8267620373 |
| 1992-07-01 | 154.1354188990 |
| 1992-08-01 | 153.7057470428 |
| 1992-09-01 | 152.7853124154 |
| 1992-10-01 | 153.1075515169 |
| 1992-11-01 | 153.2159136867 |
| 1992-12-01 | 152.2633221566 |
| 1993-01-01 | 154.8046712975 |
| 1993-02-01 | 154.2887243045 |
| 1993-03-01 | 153.7787246609 |
| 1993-04-01 | 152.7818686563 |
| 1993-05-01 | 152.6634303689 |
| 1993-06-01 | 153.1049372676 |
| 1993-07-01 | 153.1476207536 |
| 1993-08-01 | 153.3161750766 |
| 1993-09-01 | 153.6486779522 |
| 1993-10-01 | 152.4209335991 |
| 1993-11-01 | 152.0142781394 |
| 1993-12-01 | 152.0684753014 |
| 1994-01-01 | 146.8328612395 |
| 1994-02-01 | 147.2066413411 |
| 1994-03-01 | 147.5470795401 |
| 1994-04-01 | 149.4643352430 |
| 1994-05-01 | 149.0304210390 |
| 1994-06-01 | 148.8310324291 |
| 1994-07-01 | 147.9361495257 |
| 1994-08-01 | 148.9659594644 |
| 1994-09-01 | 149.3607718884 |
| 1994-10-01 | 149.0751456056 |
| 1994-11-01 | 149.2549256881 |
| 1994-12-01 | 150.4904023635 |
| 1995-01-01 | 150.4547064084 |
| 1995-02-01 | 150.8596007860 |
| 1995-03-01 | 151.4944730627 |
| 1995-04-01 | 151.3613792938 |
| 1995-05-01 | 152.0136785656 |
| 1995-06-01 | 151.8038159402 |
| 1995-07-01 | 152.4281004537 |
| 1995-08-01 | 152.9298204024 |
| 1995-09-01 | 153.8587979437 |
| 1995-10-01 | 154.7708165056 |
| 1995-11-01 | 155.6001748199 |
| 1995-12-01 | 155.7516959925 |
| 1996-01-01 | 163.0221281362 |
| 1996-02-01 | 163.9814320576 |
| 1996-03-01 | 164.6759646229 |
| 1996-04-01 | 163.8595558992 |
| 1996-05-01 | 164.5982790639 |
| 1996-06-01 | 165.0017253529 |
| 1996-07-01 | 166.2346766269 |
| 1996-08-01 | 166.7859060303 |
| 1996-09-01 | 165.6487541357 |
| 1996-10-01 | 168.0962349891 |
| 1996-11-01 | 169.0672197730 |
| 1996-12-01 | 169.2933319854 |
| 1997-01-01 | 167.2227519460 |
| 1997-02-01 | 168.4479787794 |
| 1997-03-01 | 169.0899497697 |
| 1997-04-01 | 170.5601645165 |
| 1997-05-01 | 171.1275443114 |
| 1997-06-01 | 171.6221326031 |
| 1997-07-01 | 171.5621174126 |
| 1997-08-01 | 172.5110821180 |
| 1997-09-01 | 172.7850728822 |
| 1997-10-01 | 173.2548256210 |
| 1997-11-01 | 173.6498827491 |
| 1997-12-01 | 175.3497202914 |
| 1998-01-01 | 175.3391847651 |
| 1998-02-01 | 175.0366201073 |
| 1998-03-01 | 174.4453500604 |
| 1998-04-01 | 176.8666420126 |
| 1998-05-01 | 176.8302347927 |
| 1998-06-01 | 178.1574744211 |
| 1998-07-01 | 179.4727369035 |
| 1998-08-01 | 179.4199585053 |
| 1998-09-01 | 180.0847020423 |
| 1998-10-01 | 180.4438166212 |
| 1998-11-01 | 181.0999295225 |
| 1998-12-01 | 181.4077386078 |
| 1999-01-01 | 181.9313589998 |
| 1999-02-01 | 183.0146078207 |
| 1999-03-01 | 183.4095390950 |
| 1999-04-01 | 184.0439369887 |
| 1999-05-01 | 185.1364573592 |
| 1999-06-01 | 185.9559250114 |
| 1999-07-01 | 186.5695588040 |
| 1999-08-01 | 187.4231755133 |
| 1999-09-01 | 187.5323531785 |
| 1999-10-01 | 190.5083613350 |
| 1999-11-01 | 190.7341938649 |
| 1999-12-01 | 191.4019083263 |
| 2000-01-01 | 194.1230876112 |
| 2000-02-01 | 196.3090868625 |
| 2000-03-01 | 198.1837049995 |
| 2000-04-01 | 199.8221285359 |
| 2000-05-01 | 201.0800062070 |
| 2000-06-01 | 203.2796689881 |
| 2000-07-01 | 205.3620070302 |
| 2000-08-01 | 207.6889884349 |
| 2000-09-01 | 209.5333369877 |
| 2000-10-01 | 210.7064961662 |
| 2000-11-01 | 210.6731372661 |
| 2000-12-01 | 210.4728616817 |
| 2001-01-01 | 207.7836328207 |
| 2001-02-01 | 206.4456263281 |
| 2001-03-01 | 204.8603405227 |
| 2001-04-01 | 197.9179343220 |
| 2001-05-01 | 195.8021890621 |
| 2001-06-01 | 193.0518448179 |
| 2001-07-01 | 189.2404356323 |
| 2001-08-01 | 185.9690412045 |
| 2001-09-01 | 182.4967200296 |
| 2001-10-01 | 179.8249271518 |
| 2001-11-01 | 177.2770548564 |
| 2001-12-01 | 176.6078932900 |
| 2002-01-01 | 172.9357917732 |
| 2002-02-01 | 171.1757241491 |
| 2002-03-01 | 170.0225171067 |
| 2002-04-01 | 168.8066558852 |
| 2002-05-01 | 167.7879632771 |
| 2002-06-01 | 166.4109275143 |
| 2002-07-01 | 165.3631074606 |
| 2002-08-01 | 164.2877612284 |
| 2002-09-01 | 163.3141764215 |
| 2002-10-01 | 162.1183366613 |
| 2002-11-01 | 163.8633717042 |
| 2002-12-01 | 162.2992413549 |
| 2003-01-01 | 161.3172872227 |
| 2003-02-01 | 160.2191751839 |
| 2003-03-01 | 158.7262722809 |
| 2003-04-01 | 157.9199779502 |
| 2003-05-01 | 156.7291789248 |
| 2003-06-01 | 155.7511130130 |
| 2003-07-01 | 154.5987651997 |
| 2003-08-01 | 154.6439167147 |
| 2003-09-01 | 154.4887029343 |
| 2003-10-01 | 154.0438100154 |
| 2003-11-01 | 153.4278360691 |
| 2003-12-01 | 154.2659573687 |
| 2004-01-01 | 155.3619067453 |
| 2004-02-01 | 154.6051217669 |
| 2004-03-01 | 155.2533140445 |
| 2004-04-01 | 154.5573694620 |
| 2004-05-01 | 154.7868555328 |
| 2004-06-01 | 155.3448280044 |
| 2004-07-01 | 155.8681166436 |
| 2004-08-01 | 156.4462211599 |
| 2004-09-01 | 155.6024099283 |
| 2004-10-01 | 157.8883140439 |
| 2004-11-01 | 158.7657329454 |
| 2004-12-01 | 159.6542946788 |
| 2005-01-01 | 161.3660530082 |
| 2005-02-01 | 161.8473163588 |
| 2005-03-01 | 162.8715597526 |
| 2005-04-01 | 163.4443760767 |
| 2005-05-01 | 163.8899716414 |
| 2005-06-01 | 164.5281865969 |
| 2005-07-01 | 165.0320396119 |
| 2005-08-01 | 165.4253832337 |
| 2005-09-01 | 164.8715028189 |
| 2005-10-01 | 166.6817985830 |
| 2005-11-01 | 167.2461862960 |
| 2005-12-01 | 168.0791330679 |
| 2006-01-01 | 169.0421899401 |
| 2006-02-01 | 169.7741736128 |
| 2006-03-01 | 170.5773202838 |
| 2006-04-01 | 171.9902677105 |
| 2006-05-01 | 172.8885622224 |
| 2006-06-01 | 173.4205128332 |
| 2006-07-01 | 172.8582607694 |
| 2006-08-01 | 174.0254392678 |
| 2006-09-01 | 174.7044366129 |
| 2006-10-01 | 175.4703574416 |
| 2006-11-01 | 176.2781175105 |
| 2006-12-01 | 177.3250677536 |
| 2007-01-01 | 176.8393939307 |
| 2007-02-01 | 177.5927668134 |
| 2007-03-01 | 178.1925822488 |
| 2007-04-01 | 178.1126620537 |
| 2007-05-01 | 180.4482303323 |
| 2007-06-01 | 181.5948388896 |
| 2007-07-01 | 183.8482518920 |
| 2007-08-01 | 184.8880468954 |
| 2007-09-01 | 185.2102846864 |
| 2007-10-01 | 186.2618116982 |
| 2007-11-01 | 186.7418687510 |
| 2007-12-01 | 187.3288727256 |
| 2008-01-01 | 188.2342211495 |
| 2008-02-01 | 188.8162949134 |
| 2008-03-01 | 189.3637416732 |
| 2008-04-01 | 189.0946467900 |
| 2008-05-01 | 189.2056579581 |
| 2008-06-01 | 188.8973504673 |
| 2008-07-01 | 188.4101128188 |
| 2008-08-01 | 188.1593438440 |
| 2008-09-01 | 187.9722856781 |
| 2008-10-01 | 187.9506764614 |
| 2008-11-01 | 186.0018935333 |
| 2008-12-01 | 185.0130627023 |
| 2009-01-01 | 184.1341388700 |
| 2009-02-01 | 182.8895635051 |
| 2009-03-01 | 181.3846350314 |
| 2009-04-01 | 180.0780506959 |
| 2009-05-01 | 178.6354047790 |
| 2009-06-01 | 177.5634297042 |
| 2009-07-01 | 176.2654350833 |
| 2009-08-01 | 175.4192057491 |
| 2009-09-01 | 174.8418970013 |
| 2009-10-01 | 177.3551207213 |
| 2009-11-01 | 177.4687002678 |
| 2009-12-01 | 176.7734213416 |
| 2010-01-01 | 175.8247787423 |
| 2010-02-01 | 176.3727923636 |
| 2010-03-01 | 176.9243216539 |
| 2010-04-01 | 177.0809549630 |
| 2010-05-01 | 177.3391647881 |
| 2010-06-01 | 178.0529702181 |
| 2010-07-01 | 180.0494248917 |
| 2010-08-01 | 178.9544075959 |
| 2010-09-01 | 179.1171460716 |
| 2010-10-01 | 179.8599138295 |
| 2010-11-01 | 179.4534144040 |
| 2010-12-01 | 180.6724683105 |
| 2011-01-01 | 185.1978326795 |
| 2011-02-01 | 186.1184208548 |
| 2011-03-01 | 185.5436900714 |
| 2011-04-01 | 187.4701839243 |
| 2011-05-01 | 188.9301458052 |
| 2011-06-01 | 189.5395591630 |
| 2011-07-01 | 192.4056965663 |
| 2011-08-01 | 193.3892102987 |
| 2011-09-01 | 196.7188364210 |
| 2011-10-01 | 197.0668004104 |
| 2011-11-01 | 199.1576742073 |
| 2011-12-01 | 200.3418436214 |
| 2012-01-01 | 201.9113100672 |
| 2012-02-01 | 203.4168158218 |
| 2012-03-01 | 204.9371473818 |
| 2012-04-01 | 208.3107126472 |
| 2012-05-01 | 209.6610718664 |
| 2012-06-01 | 212.6597116927 |
| 2012-07-01 | 211.8595167552 |
| 2012-08-01 | 212.9194565885 |
| 2012-09-01 | 214.0916890247 |
| 2012-10-01 | 215.2491622743 |
| 2012-11-01 | 215.7775106308 |
| 2012-12-01 | 216.5778153453 |
| 2013-01-01 | 217.5508162199 |
| 2013-02-01 | 219.1011569437 |
| 2013-03-01 | 220.0986288139 |
| 2013-04-01 | 221.2502681425 |
| 2013-05-01 | 221.9063599761 |
| 2013-06-01 | 223.3009156048 |
| 2013-07-01 | 224.0877037372 |
| 2013-08-01 | 225.5020962759 |
| 2013-09-01 | 225.9907423191 |
| 2013-10-01 | 227.1326095673 |
| 2013-11-01 | 229.4112134893 |
| 2013-12-01 | 231.4621059804 |
| 2014-01-01 | 233.6680769959 |
| 2014-02-01 | 234.7621609643 |
| 2014-03-01 | 235.9097435382 |
| 2014-04-01 | 236.5016309086 |
| 2014-05-01 | 238.3511690911 |
| 2014-06-01 | 238.1680878677 |
| 2014-07-01 | 240.5574070208 |
| 2014-08-01 | 242.0400654108 |
| 2014-09-01 | 244.0546333462 |
| 2014-10-01 | 245.4477191975 |
| 2014-11-01 | 246.8109123501 |
| 2014-12-01 | 249.5230471443 |
| 2015-01-01 | 248.5538286443 |
| 2015-02-01 | 249.6076659402 |
| 2015-03-01 | 251.2620147667 |
| 2015-04-01 | 252.7889690193 |
| 2015-05-01 | 254.1673366376 |
| 2015-06-01 | 254.5932817110 |
| 2015-07-01 | 258.5366844460 |
| 2015-08-01 | 259.9933761120 |
| 2015-09-01 | 261.0400212223 |
| 2015-10-01 | 262.7036204582 |
| 2015-11-01 | 263.0873195252 |
| 2015-12-01 | 264.3028641341 |
| 2016-01-01 | 265.5070638837 |
| 2016-02-01 | 266.6001457974 |
| 2016-03-01 | 267.0499665434 |
| 2016-04-01 | 267.5526849701 |
| 2016-05-01 | 267.7326462681 |
| 2016-06-01 | 268.0528440370 |
| 2016-07-01 | 269.3153269105 |
| 2016-08-01 | 268.2531656065 |
| 2016-09-01 | 268.5997489405 |
| 2016-10-01 | 268.1384939612 |
| 2016-11-01 | 268.4705193783 |
| 2016-12-01 | 268.2759618523 |
| 2017-01-01 | 269.9926155627 |
| 2017-02-01 | 270.6053628938 |
| 2017-03-01 | 270.9795429891 |
| 2017-04-01 | 270.8265953021 |
| 2017-05-01 | 272.5401408941 |
| 2017-06-01 | 273.4943193163 |
| 2017-07-01 | 274.0138981100 |
| 2017-08-01 | 274.3261468846 |
| 2017-09-01 | 275.3827553934 |
| 2017-10-01 | 275.8420571200 |
| 2017-11-01 | 277.1720888237 |
| 2017-12-01 | 278.0905263926 |
| 2018-01-01 | 278.5239340188 |
| 2018-02-01 | 279.1579959480 |
| 2018-03-01 | 280.7992805931 |
| 2018-04-01 | 281.6318834253 |
| 2018-05-01 | 283.0950001994 |
| 2018-06-01 | 284.2907853691 |
| 2018-07-01 | 285.1696345625 |
| 2018-08-01 | 286.9000642518 |
| 2018-09-01 | 287.6573058865 |
| 2018-10-01 | 289.5638882501 |
| 2018-11-01 | 290.8653996324 |
| 2018-12-01 | 291.1944331384 |
| 2019-01-01 | 292.4528361427 |
| 2019-02-01 | 293.0859886084 |
| 2019-03-01 | 293.6170724091 |
| 2019-04-01 | 294.9973187373 |
| 2019-05-01 | 295.2245051120 |
| 2019-06-01 | 296.0833301433 |
| 2019-07-01 | 298.2584477672 |
| 2019-08-01 | 299.0610216362 |
| 2019-09-01 | 299.2370285658 |
| 2019-10-01 | 300.2128978005 |
| 2019-11-01 | 300.2260297968 |
| 2019-12-01 | 299.2451270380 |
| 2020-01-01 | 302.6037355921 |
| 2020-02-01 | 301.5899624102 |
| 2020-03-01 | 299.7848285255 |
| 2020-04-01 | 284.2507897525 |
| 2020-05-01 | 283.0897175402 |
| 2020-06-01 | 282.6025300582 |
| 2020-07-01 | 280.6241752946 |
| 2020-08-01 | 278.6415907393 |
| 2020-09-01 | 279.5641844492 |
| 2020-10-01 | 278.6038551039 |
| 2020-11-01 | 278.9118136243 |
| 2020-12-01 | 279.7765122747 |
| 2021-01-01 | 279.7947081569 |
| 2021-02-01 | 280.3320746503 |
| 2021-03-01 | 281.0482920986 |
| 2021-04-01 | 280.7571346878 |
| 2021-05-01 | 281.9388620695 |
| 2021-06-01 | 282.2602912075 |
| 2021-07-01 | 288.5806008055 |
| 2021-08-01 | 289.5568319456 |
| 2021-09-01 | 290.9020822473 |
| 2021-10-01 | 299.9796543728 |
| 2021-11-01 | 300.1935728805 |
| 2021-12-01 | 302.8748540515 |
| 2022-01-01 | 303.9259741847 |
| 2022-02-01 | 305.6062507097 |
| 2022-03-01 | 305.9923077800 |
| 2022-04-01 | 310.0961697383 |
| 2022-05-01 | 311.4476867822 |
| 2022-06-01 | 312.3114818234 |
| 2022-07-01 | 312.0346699013 |
| 2022-08-01 | 311.6042477474 |
| 2022-09-01 | 311.0372340960 |
| 2022-10-01 | 311.3475327070 |
| 2022-11-01 | 311.0762154035 |
| 2022-12-01 | 308.6474918441 |
| 2023-01-01 | 307.4696039643 |
| 2023-02-01 | 306.1550096546 |
| 2023-03-01 | 304.4747233463 |
| 2023-04-01 | 303.5877498558 |
| 2023-05-01 | 301.3953012929 |
| 2023-06-01 | 300.2875402880 |
| 2023-07-01 | 298.7911498086 |
| 2023-08-01 | 298.0390474735 |
| 2023-09-01 | 296.9893002547 |
| 2023-10-01 | 295.6167928496 |
| 2023-11-01 | 294.1007814301 |
| 2023-12-01 | 292.9878559904 |
| 2024-01-01 | 292.2986172789 |
| 2024-02-01 | 290.5644379894 |
| 2024-03-01 | 289.9291433980 |
| 2024-04-01 | 287.7424155920 |
| 2024-05-01 | 287.0881381834 |
| 2024-06-01 | 284.4311681797 |
| 2024-07-01 | 284.1066412642 |
| 2024-08-01 | 283.2311551180 |
| 2024-09-01 | 282.4264161831 |
| 2024-10-01 | 280.0480242506 |
| 2024-11-01 | 278.6865668665 |
| 2024-12-01 | 277.6600652328 |
| 2025-01-01 | 274.9937982380 |
| 2025-02-01 | 274.3343539748 |
| 2025-03-01 | 274.1171650516 |
| 2025-04-01 | 273.3687887672 |
| 2025-05-01 | 273.5884070726 |
| 2025-06-01 | 273.7811192603 |
| 2025-07-01 | 274.0950742237 |
| 2025-08-01 | 273.8432016199 |
| 2025-09-01 | 274.2821305961 |
| 2025-10-01 | 276.2171629147 |
| 2025-11-01 | 275.0780259106 |
| 2025-12-01 | 275.1572536912 |
| 2026-01-01 | 276.8738296447 |
| 2026-02-01 | 276.6304696240 |
| 2026-03-01 | 274.9708048946 |
| 2026-04-01 | 275.6926441197 |
| 2026-05-01 | 273.3691236247 |
| 2026-06-01 | 274.7565283057 |
| 2026-07-01 | 274.2560739465 |
| 2026-08-01 | 272.2723369552 |
| 2026-09-01 | 272.8658358939 |