Bioinformatics Research Scientist
3 weeks ago
We are seeking a highly skilled Senior Bioinformatician to join our team and contribute to the development of models for computational protein engineering.
Key Responsibilities- Develop 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 ML models
- Keep abreast of 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
- 3+ years industry experience with a Ph.D. in Computer Science, Machine Learning, Statistics, Biophysics, Computational Biology, Structural Biology, or a related field
- Strong interest in utilising computational techniques within protein engineering
- Strong skills in Python, with libraries like PyTorch and TensorFlow, and experience with version control systems such as Git
- Knowledge of deep learning models to solve biological problems, with an emphasis on machine learning-based protein engineering
- Work in high-performance computing environments
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