Season beef with cumin, cayenne, salt, and pepper in a large bowl, and mix to combine. Form 4 oval-shaped burgers. Drizzle burgers with vegetable oil and grill meat 3 to 4 minutes per side or desired doneness. Melt cheese over the burgers during the last few minutes of cook time. Remove hamburgers and let rest for 3 minutes.