This is not an absolute, but MS is generally the pinnacle for practicing engineers. PhDs are typically for research or very highly specialized industry jobs that require even more training.
I would strongly recommend Michelle’s spreadsheets. It’s al public info, but organized in a very searchable way. Her area of expertise is athletic scholarships.