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18 minutes ago
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Full time
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python machine learning cheminformatics retrosynthesis qsar๐ Description
- Develop and train models using chemical synthesis knowledge to improve synthesis efficiency
- Build scalable tools to evaluate synthetic feasibility across libraries
- Interpret model outputs in chemistry terms, aligning AI with synthesis
- Collaborate with drug discovery and modeling teams on evaluation and prioritization
- Maintain cheminformatics pipelines for analysis, properties, and candidate assessment
๐ฏ Requirements
- PhD in chemistry, computational chemistry, cheminformatics, or related field with 2+ years post-doc or industry experience, or Master's with 5+ years experience in computational chemistry or cheminformatics
- Deep understanding of organic chemistry, synthetic routes, and chemical reactions
- Experience training ML models on molecular data, including generative chemistry models
- Strong Python programming skills and building pipelines for molecular analysis
- Understanding of drug-like properties and medicinal chemistry principles
- Comfortable translating constraints and insights between chemistry and ML
๐ Benefits
- Competitive salary and equity in a growing startup
- Excellent medical, dental, and vision coverage
- We encourage new ideas and contrarian thinking
- Healthy feedback-focused environment with leadership support
- You own your day-to-day management and milestones
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