LigthcastOpens in new window  provides labor market data covering more than 99% of the workforce, compiled from a wide variety of government sources, job postings, and online profile and resumes.  The Office of Institutional Effectiveness and Planning has access to Lightcast products, including Alumni Outcomes and Analyst.  Alumni Outcomes provides labor market data compiled from various sources matched to a CSUF database of student records.  Analyst provides demographic, economic, and occupational trends and outlook data locally and nationally.

CSUF employees can use the Tableau Enterprise Login to access the Workforce Outcomes dashboard, which is located in the Alumni Outcomes folder. 

For more information on using the dashboard, please refer to the Alumni Workforce Outcomes Dashboard Guide.



Frequently Asked Questions. For questions not addressed in this section, please contact OIEP at (657) 278-2593 or

Requests for Data & Analyses

Please use the link below to request data or analyses.

For questions, please contact OIEP at (657) 278-2593 or

  Request here