Lead Product Manager, AI & Data Intelligence
Core
Own the AI intelligence layer that transforms raw private markets documents and data into trusted insights for RIAs, family offices, and institutional allocators.
Role type
Lead Product Manager, AI & Data Intelligence
Builds
AI-native data pipeline, extraction/structuring services, and client-facing data experience for Insights and Diligence products.
Domain
Private markets, wealth management, fintech
Deliverable
production ML models | product features
Required skills
AI product management, LLM integration, evaluation and monitoring systems, data quality strategy, stakeholder management for complex data products, private markets domain knowledge
Preferred skills
Experience with agentic AI approaches, hallucination mitigation, scaling AI from prototype to production
Technologies
LLMs, unstructured data processing, PDF parsing, data extraction pipelines
Responsibilities
Define and enforce hard evaluation gates for AI output before client release, design systems ensuring AI-generated analysis is accurate enough for paying clients, own the AI-native data pipeline in partnership with Data Operations, shape the client-facing data experience for advisors and investors, measure and improve data completeness and accuracy.
Seniority
Senior, hands-on IC
