Billionaire supermarket magnate Ron Burkle is getting deeper into the Relativity business, opening his wallet for a third time in less than six months to back the company’s latest fundraising efforts.

Relativity Media is poised to name Happy Walters as co-chief operating officer of the entire company. Walters, who joined in 2009, is prexy of both Relativity Music and Relativity’s Rogue sports ...