Senior Algorithm Engineer
2 weeks ago
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.
The experience expected from applicants, as well as additional skills and qualifications needed for this job are listed below.
Responsibilities
• Implements or modifies existing algorithms to analyze histopathology images and data.
• Leads algorithm development/experiments to analyze histopathology images.
• 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 technology 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 Roche group, customers, and at
scientific conferences.
• Other duties as assigned by management.
Education:
Master's Degree Computer Science, Biomedical Engineering, Electrical
Engineering, or a related field. OR Ph.D. Computer Science, Biomedical Engineering, Electrical Engineering, or a related field.
Years of Experience
2 years experience in a related field with a Master's degree or 1 year experience in a related field with a PhD REQUIRED
Experience in the design and development of analysis algorithms for biomedical image data. REQUIRED
Hands-on experience with algorithm development for image or data analysis algorithms. REQUIRED
Extensive experience with commonly used Deep Learning models and frameworks (e.g., Pytorch, Fastai, TensorFlow). REQUIRED
Product development experience with a focus on
data analysis. PREFERED
Experience working with Digital Pathology tools or
Software. PREFERRED
Experience working with Medical devices PREFERRED
Knowledge, Skill or Ability Req Pref Proficiency
• Excellent written and verbal communication skills. REQUIERED
• Excellent skill sets in Matlab, C++ or Python. REQUIRED
• Good understanding of scientific principles; good analytical and mathematical skills. REQUIRED
Working knowledge and theoretical understanding of image analysis, pattern recognition, machine learning, computer vision, and data mining methods. REQUIRED
•Understanding and following of software engineering practices for prototyping and commercial product development languages. REQUIRED
• Basic understanding of biomedical image data, preferably in digital pathology. REQUIRED
Travel requirements:
As needed Based on business needs
Pay Rate Range: $42-52/Hr *Salary will be commensurate with experience
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