The Senior Machine Learning Engineer at SumUp will play a critical role in enhancing the company's ML platform, which is essential for the efficiency of data scientists. This role involves designing and building tooling for feature engineering, training, and monitoring, while also standardizing ML infrastructure. Candidates should have over six years of experience in building production-grade ML infrastructure and be proficient in Python and various ML tools.