Postdoctoral Researcher, Computer Vision – AI/ML, Radiology, Oncology
Artificial IntelligenceArtificial IntelligenceFull TimeRemoteTeam 10,001+Since 1886H1B SponsorCompany SiteLinkedIn
Location
New Jersey + 1 moreAll locations: New Jersey, Pennsylvania
Posted
45 days ago
Salary
$77K - $108K / year
Postgraduate Degree3 yrs expEnglishPython
Job Description
• Conceive, develop, and implement analytics and AI/Machine learning radiology solutions to high-priority scientific problems
• Participate in cross-functional collaborations with external companies and internal scientific, clinical, and data science teams
• Shape internal/external collaborations and define the scope of research questions
• Extract insight from complex, unstructured radiology image or other imaging modalities data to enhance decision making in clinical development of cancer therapy (e.g., tumor characterization, outcome prediction, etc.)
• Clearly articulate highly technical methods and results to diverse audiences and partners to drive decision-making
Job Requirements
- Ph.D. degree in a quantitative discipline (e.g., artificial intelligence, computer science, applied mathematics, electrical engineering, or similar), completed within the past 3 years, or to be completed within the next 6 months.
- Proficiency in radiology imaging modalities such as CT, PET, MRI, etc.
- Demonstrated experience driving research in and applying Computer Vision techniques, such as Foundation models, Transformers, CNNs, Diffusion models, RNNs, GANs, and radiomics.
- Extensive experience with traditional Computer Vision applications, such as OpenCV, object detection, edge detection, image segmentation.
- Extensive hands-on experience with medical imaging modalities and formats (e.g., DICOM, nrrd, nifti) and collaborating with subject matter experts.
- Proficiency with one or more programming languages such as Python or C++
- Strong publication record and ability to effectively communicate technical work to a wide audience.
Benefits
- medical, dental, vision, life insurance
- short- and long-term disability
- business accident insurance
- group legal insurance
- consolidated retirement plan (pension)
- savings plan (401(k))
- Vacation – up to 120 hours per calendar year
- Sick time - up to 40 hours per calendar year
- Holiday pay, including Floating Holidays – up to 13 days per calendar year
- Work, Personal and Family Time - up to 40 hours per calendar year
