Postdoctoral Researcher – Video Understanding

Janssen Research & Development LLC, a Johnson & Johnson company, is recruiting a Postdoctoral Researcher to join the Video Understanding team. The role involves designing, implementing, and evaluating AI/ML methods for frame‑level and video‑level understanding across diverse medical modalities, including endoscopy, ultrasound, and magnetic resonance enterography (MRE). The position is available in the US or Europe, with remote arrangements considered.

Key Responsibilities

• Conceive, develop, and implement AI‑tool ideas with internal clinical personnel to address needs around endoscopy.
• Design, develop, and evaluate deep learning models for medical video and image understanding (scoring, segmentation, detection).
• Lead research and development of uncertainty quantification methods for model predictions (e.g., Bayesian approaches, ensembles, calibration metrics, predictive intervals) and int...