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Machine Learning Scientist - Small Molecule Drug Design at Roche - ApplyBlast

Machine Learning Scientist - Small Molecule Drug Design

Roche

4 months ago

4.1 on Glassdoor

Basel, Switzerland

Onsite

Full Time

Senior

0 applicants

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About this role

A Machine Learning Scientist at Roche develops and applies advanced ML models to accelerate small-molecule drug design, focusing on structure-driven approaches like protein-ligand interactions. The role involves training foundation models for structure prediction, validating hypotheses with medicinal chemists and structural biologists, and driving scientific impact through publications.

Responsibilities

Design and build cutting-edge machine learning models for drug design
Train and fine-tune foundation models for structure prediction
Validate ML-generated hypotheses with computational and experimental researchers
Drive scientific impact through publications and open-source releases
Collaborate with medicinal chemists and structural biologists on drug discovery

Skills

Qualifications

PhD in Machine LearningPhD in Computational ChemistryPhD in Chemical EngineeringPhD in PhysicsPhD in Statistics

About Roche

roche.com

Headquarters

Basel, Basel-Stadt, Switzerland

Company Size

10001+ employees

Founded

1896

View Profile

As a pioneer in healthcare, we have been committed to improving lives since the company was founded in 1896 in Basel, Switzerland. Today, Roche creates innovative medicines and diagnostic tests that help millions of patients globally.