05 Aug
|
Roche Holding
|
Mississauga
05 Aug
Roche Holding
Mississauga
Provides technical architectural expertise, playing a vital role in designing, enhancing, implementing, and scaling application platforms.
Introduce and improve frameworks for digital pathology algorithms development and deployment
Provide technical leadership on performance optimization of DP algorithms
Mentoring of software developers, imaging scientists and other team members
Formal Training/Education
Graduate degree in a quantitative discipline (Computer Science, Engineering, Statistics, Operations Research, etc.) 7+ years of production-level experience in one of: C++ and/or Python in Machine learning or Computer Vision / Image analysis
Hands-on industry data science experience, leveraging typical machine learning and data science tools including pandas, scikit-learn and TensorFlow/PyTorch
Experience building production-grade machine learning deployments on AWS, Azure, or GCP
Experience communicating and/or teaching technical concepts to non-technical and technical audiences alike
Passion for collaboration, life-long learning, and driving business value through ML
Solid sense of software design and usability of ML systems
Experience applying software engineering methodologies and best practices including coding standards, code reviews, build processes, testing, and security.
Able to apply system thinking and develop effective, scalable software on complex systems
Knowledge of modern software tools and development practices, including agile development and continuous integration
Able to mentor and provide career development to both junior and senior staff team members
Preferred: understanding of AI technologies and deep-learning model architectures
Preferred: medical imaging background
At Roche, more than 100,000 people across 100 countries are pushing back the frontiers of healthcare. Working together, we’ve become one of the world’s leading research-focused healthcare groups. Our success is built on innovation, curiosity and diversity.
Roche Pharma Canada has its office in Mississauga, Ontario and employs over 850 employees. The Mississauga facility is bright, vibrant, fosters collaboration and teamwork, and is reflective of Roche's truly cutting-edge culture. #
📌 Principal Machine Learning Engineer Python Mississauga
🏢 Roche Holding
📍 Mississauga