onsite
Senior AI Product Manager - Finance Agents - Scale AI
Product Manager
Lead the Finance vertical for AI agents, defining data‑as‑a‑product strategy and building high‑fidelity reinforcement‑learning environments that simulate real‑world financial software and workflows.
About the role
Key Responsibilities
- Define and execute the product vision for finance‑focused AI agents, aligning data, simulation, and RL roadmap with business goals.
- Design, develop, and maintain high‑fidelity financial software simulations used to train and evaluate reinforcement‑learning agents.
- Own the end‑to‑end data product lifecycle, from data acquisition and labeling to packaging and delivery for RL environments.
- Collaborate with engineering, research, and finance domain experts to translate complex financial workflows into reproducible simulation scenarios.
- Prioritize feature backlog, set success metrics, and drive iterative improvements based on agent performance and stakeholder feedback.
Requirements
- 5+ years of product management experience, preferably in AI/ML or data‑intensive domains.
- Strong understanding of reinforcement learning concepts and experience building or managing RL‑based products.
- Deep familiarity with financial systems, instruments, and workflows, enabling realistic simulation design.
- Hands‑on technical proficiency (e.g., Python, simulation frameworks) to prototype and evaluate environment components.
- Excellent communication and stakeholder‑management skills to bridge research, engineering, and business teams.
Skills
product managementreinforcement learningpython