Preheat grill or grill pan over medium high heat. If using grill pan, grease with cooking spray.
Add all dry ingredients into a small bowl and whisk until combined. Transfer the seasoning mixture into a large ziplock bag.
Pat shrimp dry with a paper towel and place several shrimp at a time into the bag with seasoning. Seal the bag and gently shake to coat the shrimp. Remove and place onto a plate. Repeat until all shrimp are seasoned.
Place shrimp onto your heated grill or grill pan and cook 2-3 minutes on each side, using tongs to flip, until the shrimp are no longer translucent.
Remove the shrimp from the grill pan and transfer to a plate. Drizzle or squeeze lemon juice over the cooked shrimp.