Data-Driven Researcher
Vor 6 Tagen
Roche is committed to pushing back the frontiers of healthcare through cutting-edge research and innovation. As a Data-Driven Researcher, you'll contribute to the advancement of machine learning in drug discovery, working closely with cross-functional teams to develop novel solutions.
The Role
- Design and implement machine learning models to accurately predict drug-drug interactions (DDI) and identify areas for process improvement.
- Collaborate with data scientists, chemists, and pharmacologists to integrate data analytics and machine learning into our R&D processes.
- Develop and maintain high-quality code, ensuring scalability, efficiency, and reusability across various projects.
- Evaluate and validate model performance using robust metrics and visualization techniques.
Responsibilities
- Participate in regular project meetings to discuss progress, challenges, and future directions.
- Engage with external partners and collaborators to share knowledge and best practices in machine learning and cheminformatics.
- Maintain accurate records of experiments, results, and insights, ensuring seamless handovers and knowledge transfer.
- Communicate complex technical concepts to both technical and non-technical audiences, providing actionable recommendations and insights.
About Roche
As one of the world's leading research-focused healthcare groups, Roche fosters a culture of innovation, curiosity, and diversity. Our global presence spans over 100 countries, with more than 100,000 employees driving breakthroughs in medicine and improving lives worldwide.
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