12 дней назад
Research Computing Analyst (AI/ML)
569 225 - 817 950CAD
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Research Computing Analyst (AI/ML): Implementing machine-learning, artificial-intelligence, statistical and scientific-computing workflows for the CentileBrain neuroimaging platform with an accent on multimodal biomedical data, normative modelling and individual-level brain characterization. Focus on preparing and harmonizing large-scale MRI datasets, maintaining high-performance computing workflows, troubleshooting code and processing issues, and documenting analytical outputs.
Location: Vancouver Campus, Vancouver, BC, Canada
Salary: $5,692.25–$8,179.50 CAD monthly
Company
is a university research institution whose Department of Psychiatry conducts research in brain health, neuroscience, and biomedical computing.
What you will do
- Implement established machine-learning, artificial-intelligence, and statistical methods in research datasets.
- Prepare, quality-control, and extract features from large-scale research data.
- Integrate multimodal datasets and modify existing code to support compatibility and processing.
- Run and maintain computational workflows on local and high-performance computing systems.
- Troubleshoot routine code, data-processing, and workflow issues, escalating new problems to senior researchers.
- Document code changes, analytical procedures, software versions, testing results, and computational outputs.
Requirements
- Undergraduate degree in a relevant discipline and at least one year of related experience, or an equivalent combination of education and experience.
- Strong programming skills and experience with machine learning, artificial intelligence, or advanced statistical modelling.
- Ability to work with high-dimensional or complex biomedical, biological, or scientific datasets.
- Ability to communicate effectively in written and oral form and collaborate with the research team.
- Commitment to equity, diversity, and inclusion and respect for diverse perspectives.
Nice to have
- Degree in computer science, data science, artificial intelligence, bioinformatics, computational biology, biomedical engineering, statistics, or a related quantitative discipline.
- Experience analysing human neuroimaging MRI data.
Culture & Benefits
- Work under the direction of the Principal Investigator and collaborate with a research team in the Department of Psychiatry.
- Contribute to the CentileBrain Project, a computational neuroimaging initiative focused on individual-level brain characterization and precision neuroscience.
- Work with a high degree of independence and minimal supervision while receiving oversight from senior researchers.
- Opportunity to assign tasks to students and review their work.
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