Johnson & Johnson · 2 days ago
Data Science Postdoc, Ophthalmology Imaging
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Health CareMedical Device
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Responsibilities
Conceive, develop, and implement image analysis 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 multi-modal images 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.
Qualification
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Required
A Ph.D. degree (earned by end of September) in a field related to quantitative analysis, such as physics, mathematics, artificial intelligence, computer science, bio-engineering, electrical engineering, or similar. Equivalent experience will also be considered.
Demonstrated experience driving research in and applying computer vision techniques (e.g., Transformers, CNNs, RNNs, GANs).
Proficiency with one or more programming languages such as Python or C++.
Experience with ophthalmic and retinal imaging.
Proven expertise in modern image analysis techniques (e.g., foundational models, transformers).
Extensive experience with traditional computer vision applications, such as OpenCV, object detection, image segmentation, image classification).
Experience with machine learning algorithms, including random forest, SVM, boosting, neural networks, etc.
Strong publication record and ability to effectively communicate technical work to a wide audience
Preferred
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 retina, cancer, immunology, neuroscience, cardiovascular, or infectious disease.
Company
Johnson & Johnson
Johnson & Johnson develops medical devices, pharmaceuticals, and consumer packaged goods.
H1B Sponsorship
Johnson & Johnson has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Trends of Total Sponsorships
2023 (43)
2022 (55)
2021 (40)
2020 (30)
Funding
Current Stage
Public CompanyTotal Funding
unknown1978-01-13IPO· nyse:JNJ
Leadership Team
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