Senior Product Manager

Senior Product Manager role at RealPage (Cherre) in Richardson, TX focused on AI-native product execution across semantic, graph, agent, and platform activation layers for commercial real estate data systems.

Responsibilities

• Own the product lifecycle for Luna (entity resolution engine) and Meridian (graph-based knowledge mapping), hardening systems to enterprise production standards for large institutional CRE data portfolios.
• Translate multi-tier CRE ontology structures into a graph database so that property, portfolio, loan, lease, and market performance variables resolve seamlessly across differing schemas.
• Lead graph and resolution system development that serves external agents via the Model Context Protocol (MCP), supporting global ontology harmonization and multi-organization comparison aligned to institutional CRE standards.
• Oversee migration and production hardening of platform infrastructure onto a next-generation stack.
• Scale the Bedrock platform MVP to consolidate onboarding, data quality, enterprise governance, and global administration into a unified, intuitive command UI.
• Architect the agentic layer by enabling clients to build custom agents on top of governed semantic infrastructure, deploying the Janus hypothesis engine, and launching Agentic chat with advanced plan modes and programmatic source citations.

Requirements

• Semantic Data Modeling (SDM): define business meaning, metrics, and relationships as a governed layer over raw data.
• Universal Data Modeling (UDM): standardized, source-agnostic entity models that other systems map into.
• Graph modeling: represent entities and relationships as nodes and edges for resolution and reasoning.
• Deep, practical knowledge of commercial real estate data structures, lifecycle stages (acquisition, asset management, disposition), investment mechanisms, and joint-venture operating structures.
• Working understanding of how datasets interlock, including property management systems (RealPage, Yardi, MRI), debt platforms, valuations, and market data; experience mapping unstructured and semi-structured property records into a unified “Golden Source” entity hierarchy.
• Solid grasp of institutional financial reporting standards, fund administration gates, and CRE performance metrics (e.g., NOI, IRR, cap rates, debt yield); experience mapping to global standards like INREV and ANREV is preferred.
• Ability to trace data mutations through bronze, silver, and gold transformation layers; understanding of how investment committees use data-driven calculations and what auditors/regulators look for in decision lineage verification.
• Demonstrated experience managing the end-to-end product lifecycle for enterprise offerings.
• Experience designing for non-deterministic AI behavior by shifting from rigid deterministic acceptance criteria toward adaptive system behavior, clear system instructions, and optimized RAG over CRE data.
• Failure mode thinking for intelligent real estate workflows (context drift, hallucinations in lease abstraction, confidence-biased incorrect calculation actions) with architectures that fail gracefully.
• Define and configure continuous evaluation frameworks (Evals-as-a-North-Star) to verify data quality and precision; champion an immutable unified audit trail recording both human and AI actions into the same lineage for reproducibility.
• Comfort building hands-on: using LLM frameworks, prompting tools, and basic scripting to rapidly materialize functional software prototypes.
• No PhD required in machine learning, but structural intuition to reason about graph databases, vector search, model thresholds, API constraints, and data orchestration tools.
• Minimum 6+ years of experience.

Technologies

• Semantic Data Modeling (SDM), Universal Data Modeling (UDM), graph modeling
• Model Context Protocol (MCP), Bedrock
• Janus hypothesis engine, Agentic chat, RAG
• LLM frameworks, vector search, API constraints, data orchestration tools
• RealPage, Yardi, MRI, INREV, ANREV

Benefits

• Health, dental, and vision insurance.
• Retirement savings plan with company match.
• Paid time off and holidays.
• Professional development opportunities.
• Performance-based bonus based on position.

Location & Compensation

• Location: Richardson, TX (onsite)
• Salary: USD 94,700 - 161,300 per yearly