The Machine Learning Engineering Manager role at KAYAK involves leading the development of the company’s shared Machine Learning Platform. This includes responsibilities such as owning the strategy and roadmap, mentoring a skilled Berlin-based team, and driving technical direction across platform architecture. Candidates should have significant experience in ML lifecycle systems and strong leadership skills.