AVP, AI/ML - Generative Foundation Models for Biotherapeutics

$267,000 – $391,600 · Posted 1 day ago

San DiegoLast seen today

Summary

Lead the creation of generative AI and protein foundation models for biotherapeutic discovery at a major pharmaceutical company. You will set scientific vision and technical roadmap, lead teams of AI researchers and ML infrastructure engineers, establish pretraining and post-training strategies (including self-supervised learning, reinforcement learning, and reward-guided optimization), and drive structure-based generative models for de novo antibody design. The role requires deep hands-on expertise in training large-scale deep learning models on multi-node GPU infrastructure, fluency in Python and PyTorch, and proven leadership experience in research organizations.

Data Science AI Machine Learning Python All Atom Generation Antibody Design De Novo Protein Design Deep Learning Diffusion Models Equivariant Architectures Fine Tuning Flow Matching Generative AI Gpu Infrastructure Graph Transformers Inverse Folding Mlops Multi Node Training Multimodal Learning Out Of Distribution Detection Protein Structure Prediction PyTorch Reinforcement Learning Reward Guided Optimization Self Supervised Learning Side Chain Packing Transfer Learning Transformers Uncertainty Quantification