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Scale AIScale AISan Francisco, CA

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.

171k – 214k/yr
On-site6+ YOEProduct Management

About the role

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 ManagementReinforcement Learningsimulation environmentsData PipelinesModel TrainingModel EvaluationSoftware Engineeringcomputer scienceai research
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