Senior Product Manager, AI

Stack

Responsibilities

• ▹Set the vision, strategy, and roadmap for AI: decide which skills to build, in what order, and why
• ▹Be customer facing: spend real time with customers, watch how they work, test AI skills against live workflows
• ▹Prioritize the backlog against broker value, technical feasibility, and quality risk, from concept through launch and iteration
• ▹Define what "good enough" means: build and maintain eval sets and the quality bar, review regressions before every release
• ▹Decide deterministic vs. LLM approach per skill
• ▹Own prompt, context, and retrieval design, improving it against measured evaluations
• ▹Set guardrails: grounding in real records, permission-scoping, confirm-before-action, hallucination controls, rollback plan
• ▹Turn broker workflows into skill specs an engineer can build from (trigger, what it reads, what it writes, guardrail, surface)
• ▹Measure dual metrics: product outcomes (adoption, task success) and model quality (accuracy, groundedness, regression rate)
• ▹Watch latency and cost against quality

Requirements

• ▹5+ years in product management, including 1-2 AI/ML or LLM-powered features shipped to real users
• ▹Hands-on experience with rapid prototyping tools (Claude, Cursor, Replit)
• ▹Comfort with prompt and context engineering, retrieval-augmented generation (RAG), practical grasp of LLM limits
• ▹Strong product discovery skills: customer interviews, problem validation, translating insights into roadmap priorities
• ▹Experience partnering closely with Engineering and Design to ship software in a fast-paced environment
• ▹Enough technical depth to trade off model, data, and latency with engineers
• ▹Clear communication to technical and non-technical audiences, comfort with ambiguity and probabilistic outcomes

Nice to have

• ▹CRE, proptech, or vertical SaaS experience
• ▹Experience having built assistants, copilots, or agentic products before

Soft skills

What we offer

• ▹2 medical plans to choose from, 100% coverage of dental and vision insurance premiums
• ▹HSA seed, company-paid STD, LTD, life insurance, and telemedicine
• ▹Wellness benefit of $400/year
• ▹Flexible PTO, 14 paid company holidays, paid parental leave, give back days
• ▹401(k) with 4% company match and immediate vesting
• ▹Fully remote work culture with a monthly remote work reimbursement ($600/year) and an annual in-person company kickoff

About the company

Buildout is building the Broker Operating System for commercial real estate, an AI deal engine that automates every step from first contact to commission. It is trusted by over 50,000 brokers.