Product Manager - AI Platform

ABOUT THE ROLE

At nesto, we are building Maestro: an AI platform that makes mortgage professionals dramatically more productive across sales, underwriting, and loan servicing. This is not “AI theater”—Maestro is already live, actively assisting underwriters with real files today.

• Turn complex operational reality into clear PRDs, decision logic, and shipped product
• Work closely with ML, engineering, underwriting ops, and business stakeholders to define and deliver the roadmap
• Define and improve the metrics that matter: throughput, time‑to‑decision, accuracy, and capacity gained
• Build tight feedback loops between AI output and expert human judgment
• Keep execution moving in a high‑ambiguity, high‑accountability environment
• Stay ahead of how AI is reshaping mortgage origination and bring informed recommendations to the roadmap
• Share what you discover — how you work should make the people around you better

• 3–5 years of experience in consulting or a high‑ownership product role in a complex environment
• Ability to write clearly, think structurally, and go deep on systems, data, and edge cases
• Comfortable operating without perfect inputs — you find the truth, make the call, and drive the work forward
• Proven, active fluency with AI tools across your PM workflow: discovery, testing, documentation, analysis, and measurement.
• Strong communication skills with the ability to explain complex concepts clearly to non‑experts in Product and Engineering.

• Mortgage or regulated financial services experience — curiosity, rigor, and execution matter more
• Familiarity with LOS systems, origination platforms, or lending technology
• Exposure to AI or ML‑assisted decisioning, document intelligence, or automation in a financial services context
• Familiarity with broker and advisor‑facing workflows and the nuances of supported versus self‑serve client journeys

• The A‑Team: Work alongside high‑performing talent in product, tech, and the mortgage industry.
• Accelerated Growth: The slope of your learning curve here will be vertical. You will touch more production systems in one year than you would in five years elsewhere.
• Top‑Tier Coverage: Premium benefits plan fully paid by nesto, including comprehensive insurance and unlimited access to telemedicine and mental health services for you and your family.
• Rest & Recharge: 4 weeks of vacation to ensure you stay at peak performance.
• Best‑in‑Class Tools: Everything you need to execute without friction, including the AI tools that make you faster.
• Working Framework: The environment that makes you productive and enables real teamwork.

At nesto, we believe that creativity and collaboration are the result of a diverse team. We are committed to fostering a culture of diversity, equity, inclusion, and belonging, and we strongly encourage women, people of colour, LGBTQIA+ individuals, and individuals with disabilities to apply. We are committed to creating a workplace that is inclusive and welcoming to all.