Superluminal Medicines is a Boston-based generative biology and chemistry company developing a differentiated pipeline and revolutionizing the speed and accuracy of how medicine is created. Our platform creates candidate-ready compounds with unprecedented speed using a comprehensive combination of deep biology and chemistry expertise, machine learning, and proprietary big data infrastructure. The predict-design-test architecture accurately models protein shapes and designs highly selective compounds to target the precise structural change for therapeutic effect. Our discovery engine is powered by an industry-leading, pharmacokinetic and toxicology in silico prediction capability. With a lead program candidate expected in the near term, our proprietary pipeline validates our platform with initial programs focused on high-value GPCR targets. We’re pleased to be backed by a strong network of investors including RA Capital Management, Insight Partners, NVentures, Catalio Capital Management, Eli Lilly and Company, Gaingels, and Cooley LLP.
Principal Scientist/Associate Director, Machine Learning
Location
Massachusetts
Posted
16 days ago
Salary
Not specified
Job Description
Job Requirements
- Ph.D. in Computational Chemistry, Computer Science, Machine Learning, or a related field
- Demonstrated expertise in statistics, probability theory, data modeling, machine learning algorithms, and the languages used to implement analytics solutions
- 4-7+ years of experience in a biotech or pharma setting performing ML support for small molecule drug discovery with clear evidence of impact on drug discovery programs
- Demonstrated success in a cross-functional environment, including biologists, structural biologists, medicinal and computational chemists, with specific examples of computational designs/algorithms/models that directly led to the achievement of program milestones
- Expert proficiency in Python and deep learning libraries (e.g., PyTorch, TensorFlow) is required. You must be able to build and maintain production-quality code and data pipelines
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