Manager, Product Management - Genai Transformation (business Cards & Payments)

Capital One Capital One · Banking · McLean, VA +2

Product Manager to support the AI transformation for the Field Sales Organization, focusing on enabling GenAI-powered experiences. This involves building a horizontal foundation for shared context for AI applications, centralizing and standardizing data for downstream AI systems, and owning the feedback loop strategy for continuous AI improvement. Requires experience with Generative AI systems, measurement, feedback mechanisms, and operationalizing AI performance at scale.

What you'd actually do

  1. Support the AI transformation for our Field Sales Organization within BC&P.
  2. Focus on enabling GenAI-powered experiences across the sales funnel, starting with the design and build of a horizontal foundation for shared, trusted context for AI applications.
  3. This platform will centralize and standardize data so downstream AI systems can reliably access and leverage it to generate insights and recommendations.
  4. Additionally, you will own the end-to-end feedback loop strategy - ensuring AI outputs are systematically captured, evaluated, and fed back into the system to continuously improve model performance and retraining.

Skills

Required

  • Product Management
  • Generative AI systems
  • measurement for GenAI in production
  • feedback loop mechanisms
  • operationalizing AI performance improvement at scale

Nice to have

  • formal on-the-job experience with AI
  • incorporated AI into personal projects
  • explored AI-driven development environments
  • built automations using AI agents
  • experience translating business strategy and analysis into consumer facing digital products

What the JD emphasized

  • demonstrated interest and aptitude for Al
  • proactively incorporated Al into their personal projects
  • explored Al-driven development environments
  • built automations using Al agents
  • deep experience working with Generative AI systems
  • building measurement for GenAI in production
  • designing feedback loop mechanisms
  • operationalizing AI performance improvement at scale

Other signals

  • enabling GenAI-powered experiences across the sales funnel
  • design and build of a horizontal foundation for shared, trusted context for AI applications
  • centralize and standardize data so downstream AI systems can reliably access and leverage it to generate insights and recommendations
  • own the end-to-end feedback loop strategy
  • operationalizing AI performance improvement at scale