Whisk together the honey, soy sauce, garlic, and ginger in a medium bowl. Add shrimp, cover, and refrigerate for at least 15 minutes or up to 8-12 hours.
Heat olive oil in a skillet over medium-high heat. Once hot, add shrimp (not marinade) to the skillet. Cook shrimp on one side until no longer pink, about 1 minute, then flip shrimp over and cook an additional 1 minute; remove shrimp to a plate and cover to keep hot.
Pour the the marinade into the hot skillet and bring to a simmer; cook 2-3 minute or until slightly thickened.
Returned shrimp to the skillet and cook 1 additional minute. Serve hot.