Staff Machine Learning Engineer for Overstory
Location
winnipeg, mb
Job Type
Full-time
Category
Engineering
Posted
June 05, 2026
Make a meaningful impact as a Staff Machine Learning Engineer at Overstory, where you'll lead projects on wildfire fuel detection through advanced modeling techniques. This is a chance to use your skills in machine learning to address real-world environmental challenges.
In this technical leadership role, you will guide the creation of production-ready models and collaborate with various teams on scientific and engineering excellence. You'll mentor fellow engineers while driving the evolution of modeling capabilities at Overstory.
Key Responsibilities: • Design advanced ML models for predicting fuel conditions • Maintain robust data pipelines for spatiotemporal data • Collaborate with teams to establish modeling criteria and metrics • Build frameworks for reproducibility in experiments • Lead efforts to enhance ML systems and tooling
Requirements: • 10+ years in machine learning and production systems • Experience in deep learning and geospatial data • Skille...
In this technical leadership role, you will guide the creation of production-ready models and collaborate with various teams on scientific and engineering excellence. You'll mentor fellow engineers while driving the evolution of modeling capabilities at Overstory.
Key Responsibilities: • Design advanced ML models for predicting fuel conditions • Maintain robust data pipelines for spatiotemporal data • Collaborate with teams to establish modeling criteria and metrics • Build frameworks for reproducibility in experiments • Lead efforts to enhance ML systems and tooling
Requirements: • 10+ years in machine learning and production systems • Experience in deep learning and geospatial data • Skille...