Output

Biotech

MemberoftheTechnicalStaff,MolecularGeneration

$120–250k New York, New York, United States FULL TIME
The Brief

“Member of the Technical Staff, Molecular Generation at Output. Skills: Generative models, Molecular generation, AI x Bio. Lead design and development of generative models. Build systems that produce novel molecules”

Industry & Context.

Biotech
Problems you'll solve

Biological reasoning; Root cause analysis

What They're Looking For.

Must Have

2+ years of post-doctoral or industry research experience, 5+ years of hands-on research and engineering experience, publication record in generative methods, extensive hands-on experience designing, building, and training deep generative models, proficient in Python and PyTorch, experience training models on distributed multi-GPU infrastructure, demonstrated ability to own the full research-to-training pipeline, write production-quality code, rigorous experimentalist

Nice to Have

experience applying generative models to molecular, chemical, or biological data, background in chemistry, biology, computational biology, biophysics, or related natural science, experience with multi-modal learning, experience with conditional or controllable generation methods, contributed to open-source machine learning projects

What You'll Do.

Lead design and development of generative models

Build systems that produce novel molecules

Design architectures for molecular data

Develop training approaches

Run experiments on distributed GPU clusters

Build methods for controllable generation

Build methods for targeted generation

Integrate biological reasoning into pipeline

Own training end-to-end

Design evaluation frameworks

How You'll Work.

Team & Collaboration

Shared codebases; Version control; Code review

Process & Methodology

Experiment design, Hyperparameter optimization, Iteration

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