
Principal Machine Learning Engineer, ADMET | Pharma/BioTech | Series A - Drug discovery B2B Platform | Fully Remote, EU | £ 700-1,200 per day, Outside IR35 | 6-12 months Contract Length
Posted 1 day ago by Owen Thomas | Pending B Corp™ on Linkedin
Negotiable
Outside
Remote
United Kingdom
Summary: The Principal Machine Learning Engineer will lead the technical direction for ADMET modeling within a drug discovery platform, focusing on machine learning applications in the life sciences. This role involves hands-on work with advanced ML techniques and collaboration across teams to align efforts with drug discovery needs. The engineer will also mentor team members and contribute to strategic decisions regarding ML infrastructure. This position is fully remote and offers a contract length of 6-12 months.
Key Responsibilities:
- Lead the design and implementation of ML solutions for ADMET using advanced techniques.
- Develop and extend models for specific applications, including data distillation and evaluation.
- Define preprocessing and harmonization strategies for diverse assay datasets.
- Build and maintain scalable, production-grade ML pipelines for training and deployment.
- Collaborate cross-functionally to align ML efforts with drug discovery needs.
- Mentor team members in complex modeling projects in structural biology.
- Contribute to strategic decisions regarding ML infrastructure and deployment processes.
- Author or contribute to scientific publications or open-source software.
Key Skills:
- PhD (or equivalent experience) in machine learning, computational biology, computational chemistry, or cheminformatics.
- Strong track record in applying ML to drug discovery or pharmaceutical R&D.
- Deep experience with ADMET-focused models using graph neural networks and transformers.
- Proficiency with PyTorch or PyTorch Lightning and large-scale model training workflows.
- Advanced understanding of assay protocols and methods for harmonizing ADMET datasets.
- Proven ability to deliver ML systems at scale, including distributed GPU training and CI/CD.
- Comfort with modern MLOps tooling, including Docker, Kubernetes, and cloud environments.
- Strategic thinking and ability to drive complex modeling goals independently.
- Clear understanding of ADMET models' role in drug discovery workflows.
Salary (Rate): 1200
City: undetermined
Country: United Kingdom
Working Arrangements: remote
IR35 Status: outside IR35
Seniority Level: undetermined
Industry: IT