
Website The Hospital for Sick Children
Job Description:
Are you interested in machine learning applications in precision medicine, clinical genomics and disease research? Do you want to contribute to cutting-edge research in bioinformatics and computational medicine? Do you enjoy a casual work environment where learning and development are encouraged? Are you interested in learning and applying new technologies?
Job Responsibilities:
- Comparative evaluation of the ML methods and tools for each data analysis task
- Collaboration with clinical research teams within Sickkids Hospital and with external teams
- Analysis of biomedical data sets
- Developing and maintaining existing data-analysis pipelines, identifying and testing new tools
- Systematic exploration of high-dimensional data to identify issues of practical or theoretical importance using mathematical/computational approaches
- Integrative analysis of multiple data types
- Application of a range of machine learning methods and tools to clinical research projects
Job Requirements:
- Background in biology, genetics, medicine, and statistics, to understand the scientific requirements of the applications to be developed.
- Proficiency in Python and/or R
- Experience developing and implementing algorithms for the processing of large genomics and biomedical data sets
- Familiarity with HPC environments and how to run applications in HPC clusters
- Experience testing and developing machine learning tools and pipelines
- Background in machine learning, predictive modeling and data analysis
- A degree in Computer Science, Bioinformatics, Data Science or related field
Job Details:
Company: The Hospital for Sick Children
Vacancy Type: Full Time
Job Location: Toronto, ON, CA
Application Deadline: N/A
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