Visa Inc. fired one of its most high-profile executives on Friday, citing behavior that violated company policy.

Jim McCarthy, who handled innovation and strategic partnerships for Visa with companies including PayPal Holdings Inc. and Apple Inc., was fired over unspecified behavior. The decision was announced in a memo that was sent to company staff by Ryan McInerney, Visa’s president.

Mr....