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Flagship Pioneering
Senior Machine Learning Scientist
Watertown, MA USA · On-site · Full time · Senior level
$132k–$259k / year
About the role
Develop and deploy machine learning models to support molecular design and drug discovery. Collaborate with interdisciplinary teams to enhance predictive capabilities for chemical molecules.
What you’ll do
• Train ML models for ADMET and developability endpoints. • Build potency and binding models to rank molecules. • Develop synthesizability models and reaction prediction. • Apply structure-aware models like GNNs and docking-informed ML. • Package models for production with engineers and monitor drift.
What you’ll bring
• PhD or MS with 3-6 years modeling experience. • Experience with ML on chemical or molecular data. • Expertise in ADMET, potency, synthesizability or structure. • Fluency with molecular representations and RDKit. • Strong Python and deep learning framework skills. • Work authorization for USA.
Life at Flagship Pioneering
Offers healthcare coverage, annual incentives, retirement benefits, and other perks.
About Flagship Pioneering
Flagship Pioneering is a biotechnology company creating platform companies to transform health and sustainability, with over 100 ventures and significant impact.