Product Manager - AI Platform

Posted 5 Days Ago
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Hiring Remotely in Canada
Remote
Mid level
Retail
The Role
Own the roadmap for Maestro, nesto’s AI mortgage platform. Translate complex lending workflows into PRDs, decision logic, metrics, and shipped products. Collaborate with machine learning, engineering, underwriting operations, and business stakeholders. Improve throughput, decision speed, accuracy, and operational capacity while creating feedback loops between AI outputs and expert judgment. The role requires strong structured thinking, communication, execution in ambiguity, and active use of AI tools throughout the product lifecycle.
Summary Generated by Built In


The bright side of mortgages

nesto is Canada’s leading digital residential mortgage lender, offering Canadians the lowest rates from the get-go — with total transparency and no haggling.


About Us

As Canada's pioneer in online mortgage lending, nesto is transforming the way Canadians finance their homes. Our mission is to offer a positive, empowering, and transparent property financing experience, simplified from start to finish.

Borrowers benefit from rates that are often lower than those offered by the big banks, along with an exceptional end-to-end mortgage experience powered by best-in-class AI technology. Fast, simple, and fully digital, nesto has been recognized as CLA Lender of the Year for three consecutive years. That's the bright side of mortgages.


Nesto Group

Nesto Group is Canada's leading provider of mortgage technology and financing solutions, with more than CAD $80 billion in residential and commercial mortgages under administration. Trusted by many of the country's leading financial institutions, we combine over 50 years of mortgage expertise with proprietary cloud and AI technology to transform the future of lending.

Powered by our proprietary cloud and AI technology, nesto has become one of Canada's fastest-growing mortgage lenders, gaining market share across direct-to-consumer (D2C) residential lending, the broker channel, and multi-family commercial lending. Recognized as one of Deloitte's Fast 50 companies for three consecutive years, we continue to push the industry forward through innovation, technology, and customer-focused solutions.

Operating through our family of brands—CMLS, nesto, and Nesto Cloud—our mission is to build Canada's mortgage ecosystem of the future and create a true Canadian champion in lending technology and financial services. Learn more at: https://nestogroup.ca/   


Life at nesto

At nesto, we're passionate about challenging the status quo and building a better mortgage experience and saving money on their mortgages for Canadians. We foster a culture of collaboration, transparency, and creativity where every team member is empowered to take ownership, make an impact, and grow. If you're looking to solve meaningful problems alongside ambitious, supportive teammates, you'll feel right at home here.


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.

As the Product Manager for the AI Platform, you will help turn this early proof-of-concept into the platform that defines AI-augmented lending in Canada. You will sit at the intersection of complex operational workflows, machine learning, and real mortgage expertise to turn hard problems into shipped product.

Why nesto’s approach to AI is different:

  • We sit where the work happens: We have direct access to the workflows, policies, and expert feedback inside real mortgage operations across the full lending journey.
  • Built for a regulated industry: Most AI companies build isolated demos or point solutions. We embed AI directly into production, continuously learning from human underwriter judgment.
  • End-to-end integration: We don't just solve one piece of the puzzle; we connect the full lending stack to make AI practically and systemically useful.


What you'll be doing here

  • 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


Who we're looking for

The profile.

  • 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

Preferred but not a must

  • 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


Interview process

How we get to know each other.

  • Recruiter Screen – 30 minutes
  • Discovery Call with Director of Product – 30 minutes
  • Take-home Assignment followed by Presentation and Q&A – 60 minutes
  • Final Stakeholder Interview – 45 minutes
  • Criminal Record and Reference Checks + Offer


Why You'll Love Working Here

We believe great people do their best work when they're supported professionally, personally, and financially. That's why we offer a comprehensive rewards package designed to help you thrive at every stage of your career.

  • Competitive Rewards — Competitive compensation, performance incentives (where applicable), and recognition for your contributions.
  • Health & Wellness — Comprehensive medical, dental, and vision coverage, Health & Wellness Spending Accounts (where applicable), telemedicine, Employee Assistance Programs, and mental health support for you and your family.
  • Time to Recharge — Generous vacation (4 weeks), floater days, and statutory holidays to help you recharge.
  • Planning for the Future — RRSP matching to support your long-term financial wellbeing.
  • Family Support — Enhanced maternity and parental leave top-up programs.
  • Learning & Growth — Education assistance, mentorship, training, and opportunities to build your career across Nesto Group.
  • Tools for Success — Modern technology, collaborative teams, and the resources you need to do your best work.


Diversity, Equity & Inclusion

At Nesto Group, we believe diverse perspectives make us stronger. We are committed to fostering an inclusive workplace where everyone feels respected, supported, and empowered to succeed.

We welcome applications from people of all backgrounds, including Indigenous Peoples (First Nations, Inuit, and Métis), persons with disabilities, members of racialized communities, women, and members of the 2SLGBTQIA+ community.

If you require accommodation during any stage of the recruitment process, we are committed to working with you to meet your needs.





#LI-DNI

Skills Required

  • 3-5 years of experience in consulting or a high-ownership product role in a complex environment
  • Ability to write clearly and think structurally about systems, data, and edge cases
  • Ability to operate independently with incomplete information and drive work forward
  • Proven active fluency with AI tools for discovery, testing, documentation, analysis, and measurement
  • Strong communication skills and ability to explain complex concepts to Product and Engineering non-experts
  • Mortgage or regulated financial services experience
  • Familiarity with LOS systems, origination platforms, or lending technology
  • Exposure to AI or ML-assisted decisioning, document intelligence, or financial-services automation
  • Familiarity with broker and advisor-facing workflows and supported versus self-serve client journeys

Nesto Group Compensation & Benefits Highlights

The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Nesto Group and has not been reviewed or approved by Nesto Group.

  • Affordable Benefits — Feedback suggests employer-provided basics like health insurance, transportation, staff accommodation, and visa support are available for selected roles, reducing some out-of-pocket costs. Payroll is often described as reliable, with salaries typically paid on time early in the month.

Nesto Group Insights

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The Company
HQ: Ajman
24,000 Employees
Year Founded: 2004

What We Do

Nesto Group is a retail chain headquartered in the United Arab Emirates, serving customers across the Gulf Cooperation Council countries and India. Its business centers on operating a broad network of retail outlets that provide everyday consumer goods and grocery products to shoppers in these markets. The company has expanded its presence across multiple countries and employs a large, multinational workforce.

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