Johnson & Johnson Innovative Medicine · 5 hours ago
Postdoctoral Researcher, Computer Vision – AI/ML Radiology – Oncology
Raritan, NJ
Full-time
Hybrid
New Grad, Entry Level
$77K/yr - $108K/yrJohnson & Johnson Innovative Medicine is a leader in healthcare innovation, dedicated to developing smarter and less invasive treatments. The Postdoctoral Researcher will focus on applying AI/ML in Radiology for oncology research, collaborating with interdisciplinary teams to design and validate models utilizing real-world imaging datasets.
Pharmaceuticals
Responsibilities
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
Qualification
Required
Ph.D. degree in a quantitative discipline (e.g., artificial intelligence, computer science, applied mathematics, electrical engineering, or similar), or closely related field, 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
Preferred
Experience applying Radiology AI/ML in clinical settings
Exposure to oncology, preferably solid tumors such as lung cancer
Hands-on technical data analysis, cloud computing (AWS, Azure), dockerization
Familiarity with and exposure to drug discovery and clinical development processes
Experience working closely with healthcare professionals
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
Company
Johnson & Johnson Innovative Medicine
Johnson and Johnson Innovative Medicine focuses on developing medical solutions for some of the challenging diseases and medical conditions.
10001+ employees
Funding
Current Stage
Late StageLeadership Team
Molly Perkins
VP, Head of Cell & Genetic Medicines Discovery
Recent News
2025-08-14
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