Machine Learning Scientist II/Senior Scientist, Chemistry
仕事内容
Lead the design, development, and validation of models that predict phase behavior and physiochemical properties of chemical mixtures across temperature, hydration, and concentration gradients. Architect and own a generative lab-in-the-loop modeling pipeline that integrates input from formulation scientists and experimental feedback to propose the next experiments. Advance state-of-the-art chemistry ML methods, including chemical language models, reaction prediction, and electronic structure approaches like DFT. Own the data flow pipeline: define data standards, monitor data quality, and build visualizations to guide decisions. Act as a technical thought partner to chemists and lab personnel, translating scientific questions into modeling strategies and experimental designs. Collaborate cross-functionally to scale the platform from inception to a robust predictive engine supporting discovery.
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勤務地Cambridge, イギリス