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Algorithm Engineer
Careers Integrated Resources Inc
Mississauga, Ontario (Onsite)
Contractor
Job Title: Algorithm Engineer
Location: Mississauga, ON
Duration: 9 Months+ (Possible Extension)
Position Summary:
Location: Mississauga, ON
Duration: 9 Months+ (Possible Extension)
Position Summary:
- Works with a highly collaborative team of imaging scientists and software developers to solve image and data analysis problems in the field of Digital Pathology.
- Contributes to algorithm development activities for technology assessment, internal project collaborations, and commercial medical devices. Implements technology in the fields of image processing, machine learning, pattern recognition, and data mining.
- Organizes and tracks own deliverables.
- Implements or modifies existing algorithms to analyze histopathology images and data.
- Implements software in prototyping and commercial product development environments.
- Collaborates with other members of a project team to meet defined scientific and technical goals/requirements.
- Interacts in a multidisciplinary environment with internal and external stakeholders (e.g., pathologists, biochemists, instrumentation engineers, software engineers, and marketing representatives).
- Keeps up-to-date with technological advances and job training requirements in the medical device industry.
- Identifies and documents Intellectual Property opportunities for technology and applications.
- Presents results to project partners, collaboration partners within the Client group, customers, and at scientific conferences.
- Other duties may be assigned by management in the pursuit of the operational goals of the group
- Master s Degree in Computer Science, Biomedical Engineering, Electrical Engineering, or a related field Or Ph.D.
- Four years of experience in a related field
- Hands-on experience with algorithm development for image or data analysis algorithms.
- Experience in the design and development of analysis algorithms for biomedical image data.
- Product development experience with a focus on data analysis preferred.
- Experience working with Digital Pathology tools or Software is a plus.
- Experience working with Medical devices is a plus.
- Excellent written and verbal communication skills.
- Excellent skill sets in C++ or Python.
- Good understanding of scientific principles; good analytical and mathematical skills.
- Working knowledge and theoretical understanding of image analysis, pattern recognition, machine learning, computer vision, and data mining methods.
- Extensive experience with commonly used Deep Learning models and frameworks (e.g., Pytorch, Fastai, TensorFlow)
- Understanding and following of software engineering practices for prototyping and commercial product development languages.
- Basic understanding of biomedical image data, preferably in digital pathology.
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