The Machine Learning Engineer role at Stripe focuses on developing models and systems that enhance the security and efficiency of Link's payment processes. Responsibilities include building and deploying machine learning models to detect fraud, utilizing large datasets to identify threats, and collaborating with various teams to implement improvements. Candidates should have over six years of experience in machine learning with a strong background in Python and data analysis.