Video Understanding - AI/ML Summer Intern

Full Description

Join Johnson & Johnson as a summer intern to develop AI/ML methods for medical video understanding, enhancing clinical trial efficiency.

Your Role

Key responsibilities include:

• Conceive, develop, and implement interviews with key internal clinical personnel to understand needs and use cases around AI tools for endoscopy;

• Participate in cross-functional interviews, drive discussion and follow-up questions to interviewees, and compile answers into briefing report;

• Extract insights from collection of briefing reports focusing on business value of AI pipelines for immunology;

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

About You

The company is looking for:

• Ongoing Ph.D. in a quantitative discipline (e.g., physics, mathematics, computer science, electrical engineering, or similar);

• Demonstrated experience driving research in and applying Computer Vision techniques (e.g., Transformers, CNNs, RNNs, GANs);

• Demonstrated experience on state of the art techniques for video understanding (e.g., foundational models, transformers);

• Proficiency with one or more programming languages such as Python or C++;

• Extensive experience with traditional Computer Vision applications, such as OpenCV, object detection, edge detection, image segmentation;

• 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 medical videos such as endoscopy, ultrasound, echocardiogram;

• Preferred:

• Experience with multimodal AI;

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

• Experience working closely with healthcare professionals.

This job may close before the stated closing date, you are encouraged to apply as soon as possible

Report this job