Renewable Energy Jobs Act This bill directs the Department of Labor to establish a pilot program to award competitive grants to certain eligible entities (i.e., renewable energy and energy efficiency employers and workforce development boards as primary entities and institutions of higher education, nonprofit organizations, and labor organizations as secondary entities) to train individuals for careers in the renewable energy and energy efficiency industries.