The role of Machine Learning Engineer at Deliveroo aims to enhance user engagement and drive growth outside of traditional restaurant ordering. The candidate will be responsible for building and refining machine learning models for ranking and personalisation, impacting how users interact with the platform. With a minimum of 3 years of relevant experience in machine learning or data science, proficiency in Python is essential.