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All Employees: Service-Providing in Oakland-Fremont-Berkeley, CA (MD) (SMU06360840700000001SA)

Observations

Mar 2026: 1,023.21252
Updated: May 7, 2026 11:40 AM CDT
Mar 2026:  1,023.21252  
Feb 2026:  1,023.92874  
Jan 2026:  1,023.64240  
Dec 2025:  1,022.54497  
Nov 2025:  1,019.60821  

Units:

Thousands of Persons,
Seasonally Adjusted

Frequency:

Monthly

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Notes

Title Release Dates
All Employees: Service-Providing in Oakland-Fremont-Hayward, CA (MD) 2014-01-28 2015-03-26
All Employees: Service-Providing in Oakland-Hayward-Berkeley, CA (MD) 2015-03-27 2025-03-16
All Employees: Service-Providing in Oakland-Fremont-Berkeley, CA (MD) 2025-03-17 2026-05-06
 
Source    
U.S. Bureau of Labor Statistics 2014-01-28 2015-03-26
Federal Reserve Bank of St. Louis 2014-01-28 2015-03-26
U.S. Bureau of Labor Statistics 2015-03-27 2018-11-15
Federal Reserve Bank of St. Louis 2015-03-27 2018-11-15
U.S. Bureau of Labor Statistics 2018-11-16 2019-04-18
Federal Reserve Bank of St. Louis 2018-11-16 2019-04-18
U.S. Bureau of Labor Statistics 2019-04-19 2019-08-26
Federal Reserve Bank of St. Louis 2019-04-19 2019-08-26
U.S. Bureau of Labor Statistics 2019-08-27 2019-12-19
Federal Reserve Bank of St. Louis 2019-08-27 2019-12-19
U.S. Bureau of Labor Statistics 2019-12-20 2025-03-16
Federal Reserve Bank of St. Louis 2019-12-20 2025-03-16
U.S. Bureau of Labor Statistics 2025-03-17 2026-05-06
Federal Reserve Bank of St. Louis 2025-03-17 2026-05-06
 
Release    
State and Metro Area Employment, Hours, and Earnings 2014-01-28 2026-05-06
 
Units    
Thousands of Persons 2014-01-28 2026-05-06
 
Frequency    
Monthly 2014-01-28 2026-05-06
 
Seasonal Adjustment    
Seasonally Adjusted 2014-01-28 2026-05-06
 
Notes    
The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'x12' package from R with default parameter settings. The package uses the U.S. Bureau of the Census X-12-ARIMA Seasonal Adjustment Program. More information on the 'x12' package can be found at http://cran.r-project.org/web/packages/x12/x12.pdf. More information on X-12-ARIMA can be found at http://www.census.gov/srd/www/x12a/.

2014-01-28 2018-11-15
The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'x12' package from R with default parameter settings. The package uses the U.S. Bureau of the Census X13-ARIMA-SEATS Seasonal Adjustment Program. More information on the 'x12' package can be found at https://cran.r-project.org/web/packages/x12/index.html. More information on X13-ARIMA-SEATS can be found at https://www.census.gov/srd/www/x13as/.

2018-11-16 2019-04-18
The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodel' 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 'statsmodel' X-13ARIMA-SEATS package can be found at https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html. More information on X-13ARIMA-SEATS can be found at https://www.census.gov/srd/www/x13as/.

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.

2019-04-19 2019-08-26
The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodel' 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 'statsmodel' X-13ARIMA-SEATS package can be found here (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/srd/www/x13as/).

Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. In some cases, the NSA data will be updated but the SA data will not be updated. The reason is usually that the data series has not accumulated enough new seasonal factors to trigger an adjustment.The NSA series can be located here (https://fred.stlouisfed.org/series/SMU06360840700000001) The FRED team is currently working on a new procedure to replace SA data that has not yet be updated with NSA data that has been updated.

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.

2019-08-27 2019-12-19
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 (https://www.statsmodels.org/dev/generated/statsmodels.tsa.x13.x13_arima_analysis.html). More information on X-13ARIMA-SEATS can be found here (https://www.census.gov/data/software/x13as.html).

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 (https://fred.stlouisfed.org/series/SMU06360840700000001).

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.

2019-12-20 2026-05-06

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Oakland-Hayward-Berkeley, CA Metropolitan Divisions California States U.S. Regional Data Categories

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Oakland Metropolitan Division California State and Metro Area Employment, Hours, and Earnings Services St. Louis Fed Employment Seasonally Adjusted Bureau of Labor Statistics Monthly Public Domain: Citation Requested United States of America