Chris Ratcliff is a Senior Data Scientist based in London with a decade of experience turning large-scale data into impactful product changes, currently driving work at Bumble. He has led ML initiatives across search, trust & safety, ranking and computer vision—most recently reducing explicit content displays by 40% at Spotify while preserving relevance. Comfortable across the full ML lifecycle, Chris builds production retrieval and ranking pipelines, anomaly detection, and deep models that have measurably improved conversion and accuracy in commerce and media contexts. He also teaches Bayesian reasoning through an interactive Educative course, reflecting a penchant for clear communication and practical pedagogy. With an academic foundation in economics and an MSc in Advanced Computing, he combines rigorous statistical thinking with product-focused engineering.
10 years of coding experience
9 years of employment as a software developer
Bachelor of Science (BSc), Economics, Bachelor of Science (BSc), Economics at University of Warwick
Master of Science (MSc), Advanced Computing - Machine Learning, Data Mining and High Performance Computing, Master of Science (MSc), Advanced Computing - Machine Learning, Data Mining and High Performance Computing at University of Bristol
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.