The "Improving the Pipeline for Tennessee's Workforce: Academic Supply for Occupational Demand Report" is a joint report between the Tennessee Higher Education Commission (THEC), Tennessee Department of Labor and Workforce Development (TDLWD), Tennessee Department of Economic and Community Development (TNECD), and Tennessee Department of Education (TDOE). The Department of Finance and Administration's Office of Evidence and Impact (OEI) supports this project by linking K12 and postsecondary graduates to employment data in P20 Connect. This year's report maintains the Career Cluster structure, grouping occupations and aligned training programs in one place. Accompanying dashboards and data downloads are also available for readers who prefer to work with the data directly. Multiple state agencies facilitate this report's completion and there are many audiences for this report. Each year, efforts to refine and improve the report and associated outputs will continue to ensure the report is useful in education and workforce planning. This report: (1) Identifies in-demand occupations and aligned academic programs at the postsecondary and secondary levels and registered apprenticeships organized across 14 career clusters; (2) Includes in-demand occupations tables identifying the region(s) where the occupation is in-demand, entry level wages, indicators for jobs which are in science, technology, engineering, and math (STEM) fields and those which support TNECD's target industries, and the typical training level required for employment; (3) Contains aligned academic programs tables with information about degree production and completers, matriculation into Tennessee's job market, and first-year wages for those identified in Tennessee employment data; and (4) Captures select agency initiatives promoting education and workforce alignment in K12, higher education, and the workforce.