About this role
Abiologics is seeking a Machine Learning Scientist to develop and deploy predictive models for our novel therapeutic modality platform. You will build models to predict molecular properties like developability, potency, and synthesizability, working closely with cross-functional teams. Success in this role means delivering robust, well-validated models that directly impact our drug discovery and development efforts.
What we are looking for 6
- Train and validate ML models for ADMET, developability, potency, and synthesizability endpoints
- Apply and fine-tune structure-aware deep learning models (GNNs, equivariant networks)
- Curate assay data, define rigorous benchmarks, and quantify model uncertainty
- Package and deploy ML models for use on the molecular design platform
- PhD in a relevant field or MS with equivalent industry experience
- Strong Python skills and experience with deep learning frameworks (PyTorch preferred)