Data Scientist -AI Drug Discovery

About the role

As a Data Scientist in AI Drug Discovery, you will use data science and machine learning to help answer consequential questions in drug discovery: which targets to pursue, which perturbations to test, and how cellular systems may respond.

What you'll do

• Develop and validate models
• Build, train, benchmark and validate machine learning models for scientific data, including single-cell omics, genetics, chemistry and imaging
• Select methods based on the scientific question, from classical machine learning to deep learning and foundation models
• Advance virtual cell modelling. Develop and evaluate models that predict cellular state and response to genetic or chemical perturbations. Use them for in silico…
• Communicate strength of evidence, uncertainty, limitations and proposed experimental validation

What you need

• 3–6 yrs of experience
• Machine learning
• Python
• Deep learning
• Statistics
• PyTorch
• Chemistry
• B.Tech or B.E. or B.Sc or BCA or M.Tech or MCA or M.Sc

Good to have

• Biology
• Physics
• Test automation