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Research Scientist – Reinforcement Learning (RL)

Percepta· Research
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New York City, BostonFull-timePosted 11mo ago

About the role

Research Scientist focused on reinforcement learning (RL) at Percepta, bridging RL research with real-world deployment to advance decision-making for critical industries such as healthcare, supply chains, energy, and finance.

Responsibilities

  • Identifying which real-world challenges are tractable for RL-guided decision making.
  • Develop RL methods to perform complex tasks in domains like planning, decision-making, or optimization.
  • Develop and maintain the experimental infrastructure that powers our research, from simulation environments and data pipelines to training and evaluation frameworks.
  • Conduct in-the-wild evaluations at scale that drive millions of dollars in value.
  • Partner with our applied AI engineers to transition successful research ideas into robust features of our Mosaic platform.
  • Communicate research outcomes to both technical and non-technical stakeholders, making sure everyone understands the “so what” of research and how to apply it.

Qualifications

  • Have an MS/PhD in Computer Science, ML, or related field, or equivalent experience.
  • Have a track record of effective RL work.
  • Are motivated by impact in critical industries including healthcare, supply chains, energy, and finance.
  • Understand how to perform rigorous RL experimentation.
  • Enjoy extreme ownership.
  • Believe that AI can drive transformative change in critical industries.

Skills

Required:RL research and experimentationPython

Benefits

  • In addition to competitive compensation, equity, 401(k) matching, comprehensive health and family benefits, and lunch every day, we offer a culture built on autonomy and trust.
Last updated Oct 7, 2026. Interested? Apply on the company site.
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