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I think it totally depends on your own personal career aptitude. Do you enjoy working with people? Then perhaps consider going to the purchasing side or distribution. If you are better at the analytical side then I would look towards logistics.
What do you like about Supply Chain? Ask yourself what makes you happy, and that will tell you what direction to go in. Throwing certifications and degrees on a early career in Supply Chain will not help career growth. Working hard and excelling in what you do will. Gain more years of experience and then add on the Masters Degree.
MBA, APICS, six sigma training, project management certifications.
All great options
For sure data analytics is one of the areas that has the most growth in SC. But still depends on your career goals. Master's on the other hand would be helpful in your career only if you have more years of experience already.