Senior Bioinformatics Scientist – Protein Machine Learning Expert
3 hours ago
We are seeking a highly motivated Senior Bioinformatics Scientist to join our Reagent Bioinformatics team in Roche Diagnostics Solutions. The successful candidate will collaborate with data scientists, bioinformaticians, protein engineers, and molecular biologists to create and continuously improve proteins and enzymes critical to our portfolio of reagents, assays, and instruments.
Key Responsibilities- Develop machine learning models to design and optimize proteins to achieve R&D project goals in cross-functional teams
- Benchmark the performance of deep learning models across varied projects and datasets
- Streamline data preparation and the deployment, training, and/or fine-tuning of machine learning models
- Stay up-to-date with the latest developments in machine learning and integrate these methods into existing workflows, when appropriate
- Present and communicate project updates to diverse teams in the organization
- Minimum 3 years of experience with a Ph.D. or equivalent experience in fields such as Computer Science, Machine Learning, Statistics, Biophysics, Computational Biology, Structural Biology, or related disciplines
- Excellent programming skills in Python, proficiency with machine learning libraries like PyTorch and TensorFlow, and experience with version control systems such as Git
- Demonstrated experience applying and training deep learning models to solve biological problems, with an emphasis on machine learning-based protein engineering
- Experience in high-performance computing environments, particularly with distributed model training, and developing shared codebases
- Strong written and verbal communication skills, with the ability to collaborate effectively across multidisciplinary teams and adapt communication for varied technical audiences
At Roche, more than 100,000 people across 100 countries are pushing back the frontiers of healthcare. Working together, we've become one of the world's leading research-focused healthcare groups. Our success is built on innovation, curiosity, and diversity.
Roche Pharma Canada has its office in Mississauga, Ontario, and employs over 850 employees. The Mississauga facility is bright, vibrant, fosters collaboration and teamwork, and is reflective of Roche's truly innovative culture.
We are an Equal Opportunity Employer and require all new employees who work in Canada to be fully vaccinated against COVID-19 on the date they take office.
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Mississauga, Ontario, Canada Roche Full timeAbout RocheRoche is a leading research-focused healthcare group with over 100,000 employees across 100 countries. Our mission is to push back the frontiers of healthcare and improve people's lives.The PositionWe are seeking a highly motivated Senior Bioinformatics Scientist to join our Reagent Bioinformatics team in Roche Diagnostics Solutions. The...
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Mississauga, Ontario, Canada Roche Full timeAbout RocheRoche is a leading research-focused healthcare group with over 100,000 employees across 100 countries. Our mission is to push back the frontiers of healthcare and improve people's lives.The PositionWe are seeking a highly motivated Senior Bioinformatics Scientist to join our Reagent Bioinformatics team in Roche Diagnostics Solutions. The...
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Mississauga, Ontario, Canada F. Hoffmann-La Roche Gruppe Full timeAbout the RoleWe are seeking a highly motivated Senior Bioinformatics Scientist to join our Reagent Bioinformatics team in Roche Diagnostics Solutions. The successful candidate will collaborate with data scientists, bioinformaticians, protein engineers, and molecular biologists to create and continuously improve proteins and enzymes critical to our portfolio...
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Mississauga, Ontario, Canada F. Hoffmann-La Roche Gruppe Full timeAbout the RoleWe are seeking a highly motivated Senior Bioinformatics Scientist to join our Reagent Bioinformatics team in Roche Diagnostics Solutions. The successful candidate will collaborate with data scientists, bioinformaticians, protein engineers, and molecular biologists to create and continuously improve proteins and enzymes critical to our portfolio...
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Mississauga, Ontario, Canada F. Hoffmann-La Roche Gruppe Full timeAbout the RoleWe are seeking a highly motivated Senior Bioinformatics Scientist to join our Reagent Bioinformatics team in Roche Diagnostics Solutions. As a key member of our team, you will collaborate with data scientists, bioinformaticians, protein engineers, and molecular biologists to develop machine learning (ML) models for computational protein...
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