AI and Digital Pathology Intern
4 weeks ago
Roche is a leading research-focused healthcare group with a presence in over 100 countries. Our company is built on innovation, curiosity, and diversity, with a strong commitment to fostering a culture of inclusion and diversity.
The OpportunityWe are seeking a highly motivated and dedicated intern to join our Integrated Informatics team, focusing on Digital Pathology projects. This exciting role involves collaboration with our early research organization to evaluate secure research cloud solutions, aiming to revolutionize healthcare through technological innovation.
Key Responsibilities:- Collaborate with teams in informatics and early research organizations to evaluate and implement secure research cloud solutions.
- Evaluate cloud-based software solutions specifically tailored for Digital Pathology.
- Analyze and interpret histopathological specimen data using sophisticated computational techniques.
- Integrate deep learning models into biomedical image analysis and pathology workflows.
- Use high-performance computing environments to process and run large datasets.
- Contribute to the improvement of machine learning models and the development and optimization of algorithms for Digital Pathology applications.
- Current pursuing M.Sc. or PhD candidate in Data Science, Computer Science, Statistics, Mathematics, Engineering, or a related field.
- Strong foundation in Machine Learning, Computational Biology, Computer Science, Software Engineering, Bioinformatics, Data Science, or a related field.
- Excellent programming skills in Python 3.x and Bash, with deep understanding of Linear Algebra and Numpy.
- Experience in Microscopy, Digital Pathology, Histopathological specimen preparation, or Biomedical Image analysis.
- Previous experience in Deep Learning and Computer Vision, with familiarity in High Performance Computing (HPC) environments and modern Deep Learning frameworks like PyTorch and TensorFlow 2.x.
- Strong problem-solving skills, with the ability to work independently and collaboratively within a team.
This is a full-time internship position, with a minimum 6-month work term. The role is based in Mississauga, Ontario, with a hybrid work arrangement that requires a minimum of 3 days in the office. We offer a competitive salary and benefits package, as well as opportunities for professional growth and development.
At Roche, we are committed to creating a diverse and inclusive work environment that values and respects the contributions of all employees. We are an equal opportunity employer and welcome applications from candidates of all backgrounds.
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