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Scale AIScale AI

AI Product Manager

Own the product roadmap for Scale's Agent & Reinforcement Learning Environment data vertical with focus on Computer Using Agent (CUA) data. Build partnerships with AI labs, design data pipelines and RL environments, and drive execution across teams. Requires 6+ years PM experience, software engineering background, and RL knowledge.

About the job

Responsibilities

  • Own the roadmap for the Agent & RL Environment Data vertical, setting product direction and driving execution across engineering, operations, and go-to-market teams.
  • Build technical partnerships with research teams at leading AI labs, identifying insights that shape new product lines and competitive strategies for your vertical.
  • Design, experiment with, and deliver high-quality data pipelines, tooling, and evaluation frameworks that advance RL and agentic model capabilities.
  • Scope out and scale the creation of RL environments that simulate real-world use cases.
  • Collaborate cross-functionally, influencing business priorities and diving into research, operations, and customer interactions.

Requirements

  • 6+ years of experience in product management or a customer-facing role.
  • Software engineering background (a degree in computer science or equivalent experience).
  • Understanding of reinforcement learning, simulation environments, or data pipelines for model training and evaluation.
  • Strong customer intuition and the ability to translate technical requirements into impactful product decisions.
  • Bias for action and comfort wearing multiple hats and operating in fast-moving environments.

Nice-to-Haves

  • Entrepreneurial mindset: A builder excited by ambiguity and motivated to create new products from the ground up.

Skills

Product Management, Reinforcement Learning, Simulation Environments, Data Pipelines, Model Training, Model Evaluation, Software Engineering, Computer Science, Ai Research

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