Staff Product Manager, Machine Learning

Overstory

Staff Product Manager leading Vegetation Intelligence at Overstory, harnessing machine learning to enhance utility vegetation management. Overseeing product strategy and development for critical vegetation insights.

Posted 7/6/2026full-timeRemote • 🇨🇦 CanadaLeadWebsite

About the role

Key responsibilities & impact

Own the roadmap for Vegetation Intelligence, spanning from the ML models that produce our risk data to the products that turn it into customer action.
Push our detection models further, and help fold their outputs into Overstory’s broader outage and ignition risk models.
Contribute towards increasing the number of actionable insights: run user research, ground priorities in the operational decisions customers actually make, and make sure what we ship drives real action in the field.
Shift the roadmap from scaling- and technical-led to customer-driven, without losing the technical rigor that got us here.
Work closely with data scientists and ML engineers to turn model capability into shipped product value, and define what “good” looks like for a model in production.
Explore how feedback from customers and end users, like arborists, can improve model performance over time.
Communicate clearly and often with the broader product and engineering team, so trade-offs, model limits, and priorities stay visible.
Contribute to Overstory’s broader product strategy so Vegetation Insights supports where the rest of the product is headed

Requirements

What you’ll need

8+ years of product management experience, with a track record that proves both craft and shipping speed.
Hands-on experience building and shipping products powered by machine learning models. You understand how models get built, trained, evaluated, and improved, and you can talk model performance and trade-offs directly with data scientists and ML engineers.
Experience turning a scaling- or technical-led roadmap into a customer-driven one, including running user research and translating it into product priorities.
Experience working in a fast-paced startup, comfortable with ambiguity and making calls before everything’s fully defined.
A track record building B2B products that customers rely on daily, including products where the value comes from turning data or model outputs into decisions customers can act on.
Strong written and verbal communication. You bring clarity to technical trade-offs and bring teams along as priorities shift.
Experience leading product strategy and roadmapping, and building consensus across product, engineering, and data science

Benefits

Comp & perks

Competitive, location-specific compensation and benefits
Flexible, autonomous and collaborative working environment rooted in trust - we build our work days around our lives, not the other way around
Home office stipend, coworking and ongoing education budgets
A company culture that genuinely embodies each of our core values
To be part of truly mission-driven work that reduces wildfires, protects earth’s natural resources and helps solve our climate crisis

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills & Tools

Product RoadmappingMachine Learning Model EvaluationData-Driven Decision MakingUser ResearchProduct Strategy Development

Soft Skills

Clarity in CommunicationTeam CollaborationAdaptability in Fast-Paced Environments