Postdoctoral Research Scientist, Molecular Medicine Expert
7 days ago
We are seeking a highly motivated Postdoctoral Research Scientist to join our team at the SickKids Research Institute. The successful candidate will be part of a dynamic research group focused on machine learning-driven discovery of bioactive small molecules.
Our team utilizes generative models and active learning for efficient exploration of chemical space, with applications to the discovery of anti-aging interventions. We are looking for a candidate interested in fundamental research on ML methods driven by downstream applications, aligned with the goal of extending healthy human lifespan.
About the PositionThis position offers an exciting opportunity to work in an interdisciplinary environment, collaborating closely with experts in core ML, chemistry, and biology, as well as industrial partners. The successful candidate will have access to computational resources from SickKids Research Institute, including internal GPUs and Vector Institute clusters.
You will play a key role in a mission-driven research program aimed at developing ML-based pipelines for efficient exploration of chemical space. Your contributions will help drive innovation in biomedical discovery and advance our understanding of aging.
Responsibilities- Design and develop novel machine learning algorithms for small molecule generation and optimization.
- Collaborate with researchers to integrate ML models into existing workflows and pipelines.
- Contribute to the development of new ML frameworks and tools for biomedical discovery.
- PhD in a machine learning-related discipline or a biology-related discipline with a strong computational focus.
- Publishing track record in top machine learning and/or computational biology conferences and journals.
- Strong programming skills in Python, demonstrated by completed projects with publicly available repositories.
- Experience with ML frameworks such as PyTorch.
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