Applied Research Lead, Reinforcement Learning

Runway
Full-time
Remote
$280,000-$380,000
Posted on 2 months ago

Job Description

Runway is seeking a Sr. Applied Research Scientist to lead reinforcement learning efforts, improving model quality and controllability for creative tools. The role requires a strong background in machine learning, software engineering, and a passion for translating research into user-facing applications.

Responsibilities

  • Lead efforts in applying reinforcement learning techniques
  • Improve model quality and controllability
  • Build impactful and novel machine learning projects
  • Develop human-in-the-loop systems for creativity
  • Mentor and teach other researchers
  • Communicate and collaborate effectively

Requirements

  • 4+ years of experience in applying reinforcement learning to generation models
  • Strong programming skills and clean code writing ability
  • Deep interest in human-in-the-loop systems
  • Passion for research application
  • Experience mentoring researchers
  • Strong communication and collaboration skills

Benefits

  • No benefits