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Johnson & Johnson Innovative Medicine Brasil · 2 days ago
Post Doctoral Researcher, Data Science - Artificial Intelligence / Microscopy Computer Vision
San Diego, CA
Full-time
Onsite
Mid Level
$95K/yr - $95K/yr
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Maximize your interview chancesPharmaceutical Manufacturing
Insider Connection @Johnson & Johnson Innovative Medicine Brasil
Responsibilities
Conceive, develop, and implement microscopy 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 complex, unstructured microscopy 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 in a field related to quantitative analysis, such as physics, mathematics, artificial intelligence, computer science, applied mathematics, electrical engineering, or similar, completed within the last 2 years or to be completed within the next 3 months is required.
Strong publication record and ability to effectively communicate technical work to a wide audience (e.g., CVPR, ICLR, ICCV, ICML, MICCAI, ACL, NEURIPS, etc.) is required.
Demonstrated experience driving research in and applying Computer Vision techniques (e.g., Transformers, CNNs, RNNs, GANs) is required.
Proven expertise in modern image analysis techniques (e.g., foundational models, transformers) is required.
Proficiency with one or more programming languages such as Python is required.
Extensive experience with traditional Computer Vision applications, such as OpenCV, object detection, edge detection, image segmentation is required.
Experience with machine learning algorithms, including random forest, SVM, boosting, neural networks, etc., is required.
Experience with microscopy images such as histopathology is required.
Preferred
Experience with other programming languages is preferred.
Experience with confocal, and fluorescence microscopy is preferred.
Experience with multimodal AI is preferred.
Familiarity with and exposure to drug discovery and clinical development processes is preferred.
Experience working closely with healthcare professionals is preferred.
Experience with meaningful disease biology in cancer, immunology, neuroscience, cardiovascular, or infectious disease is preferred.
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
Sick Time
Holiday Pay
Floating Holidays
Work, Personal and Family Time
Company
Johnson & Johnson Innovative Medicine Brasil
Na Johnson & Johnson Innovative Medicine, estamos liderando o rumo da medicina.
1,001-5,000 employees
Funding
Current Stage
Late StageCompany data provided by crunchbase
