Forward Deployed Product Manager

Responsibilities

• Embed with HQ, regional, and division teams to run discovery, locate plan assets, establish sources of truth, and document how plans are represented and where variation originates.
• Own product definition for a searchable plan library, analytics dashboard, and agent-enabled search.
• Tune AI to identify, categorize, and translate floorplans into structured data.
• Query the structured plan library directly, build against internal APIs, and ship working capabilities to users.
• Define acceptance criteria for delivery milestones, including coverage targets, data-field completeness, and QA error thresholds.
• Quantify and defend ROI related to catalog redundancy, repeated conditions, consolidation candidates, and purchasing leverage.
• Partner with Forward Deployed Engineering, technical leadership, QA, intake, and client strategy teams.
• Present progress and tradeoffs to executive stakeholders.
• Capture playbooks, artifacts, and data patterns for future engagements.

Requirements

• 5+ years of product management experience, including significant customer-facing or deployed work in enterprise implementations, solutions engineering, technical consulting, or professional services.
• Hands-on technical fluency with SQL, notebooks, APIs, and data investigation.
• Experience rapidly prototyping with tools such as Cursor, Replit, or V0.dev.
• Track record defining structured data models, taxonomies, or classification schemes and driving business adoption.
• Strong judgment about data quality and the accuracy required for business decisions.
• Excellent written and verbal communication with executive stakeholders.
• Willingness to travel to client sites and company events up to 30% of the time.

Nice-to-haves

• Background in residential construction, homebuilding, architecture, or AEC technology.
• Experience with agent-based or natural-language search, RAG systems, or LLM-powered analytics.
• Exposure to geometric or spatial data, CAD/BIM, computer vision on drawings, similarity, or clustering methods.
• Experience with large, messy, enterprise-scale data migrations or ingestion programs.
• Experience building a new team, practice, or delivery model from zero.

Compensation and Benefits

• Competitive salary with significant equity.
• Comprehensive medical, dental, and vision coverage.
• Flexible paid time off.
• Meaningful maternity and paternity leave for full-time U.S.-based employees.
• Short- and long-term disability plans.
• 401(k).
• Home-office stipend.
• Flexible hours and a remote-first work environment.