Forward Deployed Product Manager
Core
Transform unstructured homebuilder plan catalogs into structured, queryable data to enable analysis, search, and consolidation decisions.
Role type
Forward Deployed Product Manager (Data & Product)
Builds
Searchable plan libraries, analytics dashboards, and agent-enabled natural-language search capabilities.
Domain
Construction technology (AEC) / Data Engineering / AI
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Product management, SQL, API scripting, data modeling, taxonomy design, data quality assessment, ROI analysis, stakeholder management
Preferred skills
Residential construction/homebuilding domain knowledge, agent-based search/RAG/LLM analytics, geometric/spatial data (CAD/BIM), large-scale data migration, building new functions from zero
Technologies
SQL, Cursor, Replit, V0.dev, LLMs, RAG systems
Responsibilities
Embed with client teams to discover and document plan assets and variations; define product requirements for search and analytics; tune Autotranslate AI for floorplan classification; query data and build capabilities via internal APIs; set acceptance criteria for data coverage and quality; quantify business ROI; partner with engineering and strategy teams.
Seniority
Mid-Senior, hands-on IC
