No one cares about cover letters, but you do have to put in some effort towards marketing yourself. Have an up to date LinkedIn profile. Reach out to the company's recruiters and ask to schedule a call (instead of just applying online). Try and get an internal referral through friends (or friends of friends, friends of friends of friends).