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Computer Vision Intern

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Johnson & Johnson

Nov 23, 2023

Applications are closed

  • Internship
    Full-time
    Off-cycle Internship
  • Data
  • San Francisco

Requirements

  • PhD candidate or Master’s degree in CS, EE, Robotics or equivalent fields.
  • Strong background in computer vision and good understanding of 3D reconstruction, segmentation, pose estimation, and epipolar geometry.
  • Hands-on experience with machine learning/deep learning frameworks (e.g. PyTorch, Tensorflow) for computer vision.
  • Proficiency in Python.
  • Desired Qualifications :
  • Experience in processing endoscopic and/or laparoscopic image datasets.
  • Experience in deploying machine learning models into real-world cloud applications using MLOps standards.

Responsibilities

  • Develop, implement, and test computer vision algorithms with multi-modal datasets, for workflow recognition, anatomy/tool segmentation, and object detection/sizing (in Python).
  • Experiment design, testing, and analysis of algorithm performance.
  • Integrate new algorithms into data and machine learning pipelines.
  • Design and extraction of metrics and associated statistical analysis of surgical procedure data for classification of procedure performance.
  • Work closely with other computer vision scientists, analytics engineers, data scientists and clinical teams.

Hospitals and Health Care

Science & Healthcare
Industry
10,001+
Employees

Mission & Purpose

Profound Change Requires Boldness. Johnson & Johnson is the largest and most diversified healthcare products company in the world. We’re producing life-changing breakthroughs every day, and have been for the last 130 years. The combination of new technologies and your expertise enables amazing things to happen. Those working in medical devices are 3-D printing artificial joints personalized for each patient, while researchers in pharmaceuticals use AI to discover lifesaving drugs. Imagine what the rest of our team of 134,000 people at 260 companies in more than 60 countries across the world is accomplishing. We redefine what it means to be a big company in today’s world.

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