Scala Biodesign - Senior Applied AI Researcher
Core
Develop and apply advanced machine learning methods, including generative modeling and protein language models, to design and optimize antibodies for therapeutic programs.
Role type
Senior Applied AI Researcher (computational biology) (via careerplan.io/jobs/5A-002-A5-D65-scala-biodesign-senior-applied-ai-researcher-at-grove-ventures)
Builds
Computational tools and algorithms for antibody design and multi-objective optimization
Domain
Biotechnology / Computational Protein Design
Deliverable
production ML models
Required skills
Python, PyTorch, deep learning model training, GPU utilization, algorithmic thinking, multi-objective optimization
Preferred skills
antibody modeling, protein language models, GPU workload profiling
Technologies
PyTorch, GPUs
Responsibilities
Develop generative modeling and protein language models for antibody design; Design algorithms for multi-objective optimization of antibody properties; Build tools to support iterative design cycles combining predictions with experimental feedback; Collaborate with experimental and computational teams to translate models into design outcomes; Stay current with advances in machine learning and structural biology.
