Machine Learning Researcher for Small Molecule Discovery
1 semana atrás
Job Summary
Loka® Inc is seeking a skilled Machine Learning Researcher to drive machine learning projects for small molecule research, supporting machine learning engineers in delivering value to clients. This person will provide domain expertise and thought leadership, participate in scoping calls to shape project design from the outset, develop deep learning models for customers based on multiple architectures (GNNs, Transformers, etc.) and provide technical support when needed.
The Role
- Understand Loka's clients' business objectives and develop models that help achieve them, plus metrics to track their progress.
- Design and implement complex ML systems using classic ML, DL, and foundation models and following best practices.
- Lead client communications by gathering requirements, managing expectations, and communicating deliverables.
- Analyze model errors; design strategies to overcome them.
- Deploy, maintain, and upgrade ML models and pipelines.
Requirements
This role requires a PhD in Bioinformatics, Chemistry, Bioengineering, or similar, preferably in the Chemoinformatics area. MSc candidates with extensive expertise are also suitable. Experience in drug discovery and machine learning highly desirable. Understanding deep learning for molecular property prediction and lead optimization is essential. Extensive knowledge of computational chemistry and/or structure-based design is required. Experience with Open Source Cheminformatics packages (e.g., RDKit), chemical workflow environments, machine learning on chemical data, and chemical databases is necessary.
Benefits
- A competitive salary range of $120,000 - $180,000 per year, depending on experience.
- Every other Friday off (26 extra days off a year).
- Remote and flexible work options.
- Explore and Relocation programs (three months work abroad or full international relo).
- Paid sick days and local holidays.
- Premium mental health subscriptions.
- Access to LokaLabs, our internal research and development program.
- Fitness subscription.
- Mental wellness programs.
- Defined career path.
- Business English classes.
About Us
Loka® Inc is a global company that uses a modern tech stack to support meaningful projects across a huge range of industries. Our teams have helped clients transform the discovery of soybean mutations, advance the world's #1 AI reading tutor, and develop novel drugs for fighting cancer—all while enjoying every other Friday off.
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