Postdoc, Computer Vision - AI/ML Radiology

Johnson & Johnson

4.2

(92)

Multiple Locations (Remote)

Why you should apply for a job to Johnson & Johnson:

  • Ranked as one of the Best Companies for Women in 2020
  • 4.2/5 in overall job satisfaction
  • 4.2/5 in supportive management
  • 71% say women are treated fairly and equally to men
  • 88% would recommend this company to other women
  • 85% say the CEO supports gender diversity
  • Ratings are based on anonymous reviews by Fairygodboss members.
  • Global parental leave for all new parents (maternal, paternal, adoptive or surrogacy-assisted).
  • Global exercise reimbursement.
  • Two weeks off (one of them fully paid) for volunteer work.
  • #2406217095W

    Position summary

    https://https://www.jnj.com/innovative-medicine.

    The Data Science Analytics & Insights team within JJIM R&D develops innovative solutions using a variety of data sources across multiple different disease areas. We are looking for an outstanding postdoc with a focus on Computer Vision (AI/ML Radiology).

    Key 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 improve drug discovery and healthcare (e.g., disease identification, patient stratification, disease insights)

    • Clearly articulate highly technical methods and results to diverse audiences and partners to drive decision-making

    Qualifications

    • Ph.D. degree (grad with in 3 months) in a quantitative discipline (e.g., artificial intelligence, computer science, applied mathematics, electrical engineering, or similar)

    • Demonstrated experience driving research in and applying Computer Vision techniques, such as 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 language such as Python or C++

    • Strong publication record and ability to effectively communicate technical work to a wide audience

    Preferred Qualifications:

    • Hands-on technical data analysis, cloud computing (AWS, Azure), dockerization.

    • Experience with radiology imaging (e.g., MRI, CT, PET, Xray, etc.)

    • Experience with different imaging modalities and RWD data

    • Familiarity with and exposure to drug discovery and clinical development processes

    • Experience working closely with healthcare professionals

    • Experience with meaningful disease biology in cancer, immunology, neuroscience, cardiovascular, or infectious disease

    Expected Base Salary (US): $95,000 / yr

    Thriving on a diverse company culture and celebrating the uniqueness of our employees, we are committed to inclusion. We are proud to be an equal opportunity employer.

    Johnson & Johnson is an Affirmative Action and Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, age, national origin, or protected veteran status and will not be discriminated against on the basis of disability.

    Working with Johnson & Johnson can change everything. Including YOU.

    #JRDDS #JNJDataScience

    #LI-Remote

    Why you should apply for a job to Johnson & Johnson:

  • Ranked as one of the Best Companies for Women in 2020
  • 4.2/5 in overall job satisfaction
  • 4.2/5 in supportive management
  • 71% say women are treated fairly and equally to men
  • 88% would recommend this company to other women
  • 85% say the CEO supports gender diversity
  • Ratings are based on anonymous reviews by Fairygodboss members.
  • Global parental leave for all new parents (maternal, paternal, adoptive or surrogacy-assisted).
  • Global exercise reimbursement.
  • Two weeks off (one of them fully paid) for volunteer work.