Data Science Postdoc, Medical Imaging Computer

11 uur geleden

Leiden, Nederland Johnson & Johnson Voltijd

Janssen Research & Development LLC, a Johnson & Johnson company, is recruiting for a postdoc located in Netherlands, Beerse, Belgium; Zug, Switzerland. Remote positions will also be considered.

The Data Science Analytics & Insights team within Janssen 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 Radiology Computer Vision.

Key Responsibilities:

- Conceive, develop, and implement video understanding computer vision 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 medical image and videos 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**:

- A Ph.D. degree in a field related to quantitative analysis, such as physics, mathematics, artificial intelligence, computer science, applied mathematics, electrical engineering, or similar. Equivalent experience will also be considered.
- Strong publication record and ability to effectively communicate technical work to a wide audience (CVPR, ICLR, ICCV, ICML, MICCAI, ACL, NEURIPS, etc..)
- Proven expertise in modern video comprehension techniques (e.g. foundational models, transformers)
- Proficiency with one or more programming languages such as Python or C++
- Experience with machine learning algorithms, including random forest, SVM, boosting, neural networks, etc

Preferred Qualifications:

- Experience with medical videos such as endoscopy, ultrasound, echocardiogram; dermatology images as well as object character recognition (OCR) and medical imaging anonymization
- Experience with multimodal AI
- 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

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

Equal Opportunity Employer Statement: Johnson & Johnson is an equal opportunity employer and values diversity in its workforce. We are committed to providing equal opportunities to all qualified applicants 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.

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