Machine Learning Engineer in Mississauga, ON

The position 

• The Computational Biology & Translation team leverages AI to enhance the design and execution of clinical trials.
• We are seeking an AI scientist / Machine Learning Engineer with passion to support AI/ML projects in computer vision, especially in microscopy imaging.

Responsibilities

• Work closely with AI and imaging scientists in machine learning work streams including but not limited to cell segmentation and classification from microscopy images.
• Work closely with ML and data engineers in end-to-end machine learning and data pipelines.

Qualifications:

• MS or PhD in a quantitative field (e.g. Computer Science, Computational Biology, Machine Learning, Statistics, Mathematics, Physics), preferably with a thesis on a computer vision-related topic.
• Previous industry experience in deep learning in image processing/computer vision, or previous deep learning experience in healthcare industry or research institutes.
• Demonstrated experience with Python and analysis of image-like data.
• Previous experience working with microscopes, acquiring or processing microscopy images.
• Excellent communication and collaboration skills.

Optional but preferred qualifications:

• Knowledge of classical image processing and/or computer vision.
• Experience with Python-based image processing and machine learning frameworks, such as OpenCV and PyTorch (Lightning).
• Familiarity with development tools for experiment tracking, dataset versioning, and model management in machine learning.
• Working knowledge of SQL, Bash and git.
• Familiarity with best software development practices and an understanding of basic data engineering concepts.
• Experience with using HPC resources and working in a cloud environment.
• An understanding of basic concepts in molecular biology, the drug development process, and biotech in general.

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