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PhD in a relevant discipline (Computer Science, Biology, Chemistry, etc.) * A strong understanding ... Relevant industry experience via internship and co-op (AI, Drug Discovery, etc.) #LI-Onsite ...
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Full-time
Re-posted 14 days ago
Job description
As an AI Research Scientist I at 1910 you will be expected to roll up your sleeves as an Individual Contributor (IC) by keeping up with relevant scientific literature, prototyping promising methods, and contributing to our active drug design campaigns by applying 1910's productionized AI/ML models. Â
Role DescriptionÂ
- Propose and prototype AI and Machine Learning solutions that address use cases in 1910's design pipelineÂ
- Apply productized AI and Machine Learning models to advance 1910's active drug design campaignswith the support of senior members of the AI Research Team Â
- Write and publish peer reviewed scientific articleswith the support of senior members of the AI Research TeamÂ
- Periodically presenting recent AI research at internal journal clubsÂ
- Learn how a molecule processes through the drug discovery processÂ
- Work cross-functionally with scientific colleagues, being a subject matter expert in how AI and Machine Learning can be used to answer cheminformatics and bioinformatics questions Â
- Keep up-to-date on cutting-edge research in the AI for drug discovery spaceÂ
QualificationsÂ
- PhD in a relevant discipline (Computer Science, Biology, Chemistry, etc.)Â
- A strong understanding of statistics and classical machine learning methods (SVM, RF, etc.)Â
- Experience training and deploying cutting edge deep learning methods (Transformers, Graph Neural Networks, etc.)Â
- Demonstrated experience writing clean, maintainable, production-quality Python code, with examples available in code repositories.Â
- Familiarity with MLOps and DevOps best practicesÂ
- Exposure to distributed computing (Microsoft Azure, HPC Cluster, etc.)Â
- Ability to work effectively in a fast-paced startup environment with evolving projects and shifting priorities driven by business needsÂ
- Excellent written and verbal communication skills, including the ability to create clear documentation for roadmaps, proposals, and related materialsÂ
Nice to HavesÂ
- An understanding of how a molecule progresses through the drug discovery processÂ
- Relevant industry experience via internship and co-op (AI, Drug Discovery, etc.)Â
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