AI and Data Product Manager
Core
Lead the transformation of business workflows by rebuilding them around AI, owning the strategy and delivery of AI-powered applications and data products for mortgage and market data analysis.
Role type
Senior AI and Data Product Manager
Builds
AI-powered applications, data products (APIs, feeds, dashboards), and workflow automation solutions
Domain
Financial services (mortgage, capital markets) + Generative AI / Machine Learning
Deliverable
production ML models
Required skills
Product strategy and roadmap ownership, workflow decomposition and process mapping, AI opportunity sizing and ROI analysis, product requirement documentation, change management, responsible AI governance, data literacy (SQL, metrics definition), stakeholder communication
Preferred skills
Advanced degree (MBA) or Agile certification, experience with workflow platforms (n8n, UiPath, Make), launching generative AI/LLM products, operations management or consulting background, cloud platform familiarity (AWS, Snowflake)
Technologies
LLMs, RAG, agents, prompt engineering, UiPath Maestro, n8n, SQL, Snowflake, Databricks, AWS, Tableau, Power BI, Jira, Confluence
Responsibilities
Map and decompose business workflows to identify AI leverage points, define product vision and multi-quarter roadmap, partner with data science to translate models into production products, design evaluation criteria and acceptance thresholds, architect human-in-the-loop workflows, productize proprietary data assets, drive change management and adoption, champion responsible AI and model governance, communicate roadmap and results to leadership
Seniority
Senior, hands-on IC
