The Machine Learning Engineering Manager at KAYAK will oversee the development and enhancement of the company's shared Machine Learning Platform. This role includes leading a Berlin-based team, guiding the technical direction, and ensuring the platform's operational excellence. Candidates should possess a robust background in software engineering and machine learning, with a minimum of five years of relevant experience.