I work at a startup, and recently built the fraud detection algorithm we use to classify and process payments. I have a BS in CS with a minor in Data Science, and also have applied ML experience. My take is that your skills and knowledge are paramount over your degree, especially if you're building ML systems that are adding value to your company.