Overstory Logo

Overstory

Staff Product Manager, Machine Learning

Posted 3 Days Ago
Remote
Hiring Remotely in Ireland, IRL
Senior level
Remote
Hiring Remotely in Ireland, IRL
Senior level
Lead Vegetation Intelligence product, owning roadmap from ML detection models to customer-facing risk products. Advance detection models, integrate outputs into outage and ignition risk, run user research, and translate model capability into actionable B2B products used in the field.
The summary above was generated by AI

The climate crisis is the defining challenge of our time—but it’s also the greatest opportunity for innovation, and a challenge we’re proud to take on. At Overstory, we’re harnessing cutting-edge technology to enable a resilient electrical grid that keeps communities thriving as our world changes.

The grid is the backbone of life as we know it. It powers hospitals, keeps food fresh, and ensures communities stay connected. But extreme weather, aging infrastructure, and growing wildfire risks are putting this critical system under pressure. All of this combined makes the electric utility industry the greatest opportunity for tackling climate change. 

One of the leading causes of catastrophic wildfires and power outages? Trees and brush coming into contact with power lines. 

That’s where we help. At Overstory, we use AI and advanced satellite imagery to pinpoint and prioritize vegetation risks before they materialize. By giving utilities critical analysis on those risks, we’re helping prevent outages, reduce wildfire risks, and accelerate the transition to a safer, more resilient grid.

Our team spans the Americas and Europe, and we work with utility partners across the Americas and beyond. We’re outdoor enthusiasts, musicians, artists, athletes, parents, and adventurers. What unites us is a passion for solving complex problems, a commitment to climate action, and the belief that technology should be a force for good.

Join us to help us build a more resilient world together. 

Role & Team

You’ll lead a core part of our Vegetation Intelligence, the product area that turns remote sensing imagery and data into the vegetation insights that utilities act on every day, through world-class machine learning models. It’s one of Overstory’s most foundational products, live with customers now, and it sits at the center of how we prevent outages and stop wildfires. Every missed tree is an outage or a fire that could have been prevented.

The job is twofold. One is real ML-adjacent work: pushing our detection models further and turning their raw outputs into risk data precise enough for customers to trust and act on. You’ll need to be comfortable with complex machine learning models and geospatial data, close to the data science and engineering teams, and fluent enough in model trade-offs to make good calls with data scientists and ML engineers.

The other side is where you get to build new capabilities: taking that same data and pushing it into new products and capabilities customers don't have yet. You'll run user research, ground new product bets in the decisions customers make in the field, and turn a strong model into products that prevent real fires and real outages.

You’ll report to the Director of Product and own the strategy and roadmap for this product area end to end.

Time Zone Requirement: Europe (GMT/WET, CET, EET) and Eastern North America (NST, AST, EST, CST) Comfortable maintaining 3-4 hours of overlap European working hours for collaboration with the broader Overstory team.

What You'll Do
  • 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
Skills & Experience
  • 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
Nice-to-haves
  • Experience building geospatial products or working with GIS technologies.
  • Experience with complex data products, especially data pipelines and platforms, including ingesting and processing large, diverse datasets from multiple sources.
  • Experience building machine learning products for image-based applications, like computer vision or image recognition.

Note: We believe that all people are capable of great things. We encourage you to apply even if you do not meet all of the requirements that are listed within this job description.

What we offer 
  • 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
About Our Team

We are a group of 100 people from all over the world. Fifteen nationalities are represented in our team and at last count we speak fourteen languages: English, Dutch, French, Spanish, German, Italian, Portuguese, Russian, Luxembourgish, Lithuanian, Bulgarian, Cantonese, Estonian, and Danish.

We work remotely from eleven countries and are looking for candidates that are living and working in one of them: United States, the Netherlands, United Kingdom, Ireland, Estonia, Portugal, France, Sweden, Switzerland, Denmark and Canada. We gather once a year in-person for our unforgettable team gathering event. We also offer the option to occasionally meet up for in-person collaboration. 

Diversity & Inclusion

The climate crisis is a human crisis that requires diverse perspectives to solve. 

We place enormous value on diversity and believe that the best ideas emerge when people with different backgrounds and experience work together. We remain committed to scaling a team that reflects the communities we serve, and strive to uphold equitable and inclusive practices across every aspect of our business. We are responsible for creating and maintaining a culture where everyone - regardless of background - has a voice in building a sustainable future.

Our ValuesTackling the climate crisis is our greatest mission.

We act with urgency.

Our curiosity fuels our growth.

We recognize that change is constant, and we find joy and power in exploration.

We’re rooted in diversity.

Just as ecosystems need biodiversity to thrive, our resiliency comes from our differences.

We care for each other.

We love the power of machines but we nurture each other as humans.

Trust is fundamental.

We assume the best in everyone, and we share ideas openly so that we have a positive impact.

_________________________________

Use of AI in Our Hiring Process

We sometimes use AI tools to support parts of our hiring process, such as helping us manage applications more efficiently or ensuring job descriptions are clear and inclusive. All hiring decisions are always made by people, not machines. Any data processed by AI is handled securely in line with GDPR and our Privacy Notice.

Similar Jobs

A Minute Ago
Easy Apply
Remote
Easy Apply
Senior level
Senior level
Artificial Intelligence • Enterprise Web • Software • Design • Generative AI
Lead product strategy for infrastructure, reliability, and developer productivity platforms. Partner with engineering to improve developer velocity, reliability, and AI-first tooling. Build strategies connecting internal and customer-facing infrastructure, strengthen reliability metrics and processes, and lead a lean technical PM team as a player-coach.
Top Skills: Agentic SystemsAi-Powered Developer ToolingCi/CdCloud PlatformsContainer OrchestrationDeveloper PlatformsDistributed SystemsObservability
3 Hours Ago
Remote or Hybrid
Mid level
Mid level
Big Data • Fintech • Information Technology • Business Intelligence • Financial Services • Cybersecurity • Big Data Analytics
Handle high-touch consumer escalations and investigations, liaise with internal and external stakeholders, maintain reporting and ticketing, support onboarding and training, ensure regulatory compliance and privacy (PIPEDA), and recommend process improvements to resolve complex consumer cases.
Top Skills: CoupaHorizonPortalRemedy
3 Hours Ago
Easy Apply
Remote or Hybrid
Easy Apply
Senior level
Senior level
AdTech • Cloud • Marketing Tech • Productivity • Software • Analytics • Automation
Lead development and operation of cloud-native CI/CD pipelines, automate build/release workflows, onboard and integrate services, maintain availability and observability, collaborate across teams, support production environments and participate in on-call rotations.
Top Skills: ArtifactoryAWSBashCi/CdDockerEc2EcsEksGCPGitGitGoGrafanaJenkinsKshKubernetesPuppetPythonSignalfxSumologicTerraform

What you need to know about the Dublin Tech Scene

From Bono and Oscar Wilde to today's tech leaders, Dublin has always attracted trailblazers, with more than 70,000 people working in the city's expanding digital sector. Continuing its legacy of drawing pioneers, the city is advancing rapidly. Ireland is now ranked as one of the top tech clusters in the region and the number one destination for digital companies, with the highest hiring intention of any region across all sectors.

Sign up now Access later

Create Free Account

Please log in or sign up to report this job.

Create Free Account