Senior Product Manager - Field AI

Homebound is on a mission to make it possible for anyone, anywhere, to build a home using technology. As a Senior Product Manager - Field AI, you will own the technology that integrates AI into the construction process, working closely with field teams to enhance their efficiency and accuracy. This role demands a thought leader in applied AI to translate complex technologies into practical solutions for the construction industry.

Responsibilities:

• Own the field AI strategy and roadmap: Set the vision and execute end-to-end across the entirety of our field portfolio - from concept to rollout
• Bring AI into the physical environment: Translate the capabilities of computer vision, multimodal models, and agents into products that operate reliably on an active jobsite, where inputs are messy and conditions change daily
• Lead as a thought partner: Bring a strong, well-formed perspective on where field technology is going, and use it to shape how Homebound applies new technologies to the teams building our homes
• Embed with the field: Travel to Texas monthly to work directly with Superintendents and DCOs, run trainings, drive rollouts, and build the tight feedback loops that make field products actually stick
• Drive progress across teams: Operate independently and move initiatives forward across Construction Operations, Operations, and Engineering without waiting for a playbook
• Define product with rigor: Write clear, actionable requirements, establish evaluation and quality frameworks for AI features, and prioritize based on impact, effort, and long-term value
• Measure what matters: Define success metrics and run experiments to systematically improve accuracy, adoption, and field efficiency

Requirements:

• 5+ years of product management experience, including ownership of a complex, technical product
• A track record of shipping applied AI products - computer vision, multimodal, LLM/agent-based, or ML systems - that took meaningful action or made decisions in production, not just chat wrappers or lightweight integrations
• Demonstrated experience applying technology in the physical world or in traditionally non-tech, unstructured environments (a strong plus)
• Strong technical fluency - comfortable operating alongside engineers and ML teams as peers, reasoning through system tradeoffs, reading evaluations, and diving into the data to answer your own questions
• A self-starter and independent operator who thrives in ambiguity, moves quickly, and drives outcomes cross-functionally without heavy process
• A genuine thought leader in emerging AI - you follow the frontier closely and have a point of view on how to apply it
• 0→1 product building: hands-on experience taking a product from concept through launch to real-world adoption
• Exceptional communication skills and the ability to translate seamlessly between field needs, technical teams, and executive leadership
• Willingness to travel to Texas monthly to work shoulder-to-shoulder with our field teams
• Interest in construction and the built environment is a plus; no prior industry experience required, but an expectation to learn the domain rapidly