Johnson & Johnson Innovative Medicine is seeking a Postdoctoral Researcher in Computer Vision with a focus on AI/ML applications in Radiology and Oncology. The role involves developing and validating models using real-world imaging datasets to influence cancer therapy development, while collaborating with interdisciplinary teams.
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
Skills
- 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
- 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 of Work
- Personal and Family Time - up to 40 hours per calendar year
Company Overview
Johnson and Johnson Innovative Medicine focuses on developing medical solutions for some of the challenging diseases and medical conditions. It was founded in undefined, and is headquartered in Raritan, New Jersey, USA, with a workforce of 10001+ employees. Its website is https://www.janssen.com/johnson-johnson-innovative-medicine.