Staff Machine Learning Ops Engineer

In collaboration with your data and ML colleagues, you will design, build, and maintain processes and systems such as:

• automated pipelines for training, testing, and deploying ML models
• experiment tracking systems for performance metrics, data and model versioning, and documentation
• processes and systems for the full model lifecycle, including registries, release and rollback strategies, and scalable model serving
• monitoring and alerting for prediction quality, system health, and cost optimization

You will also influence the direction of data and ML within Overstory by:

• advocating for a balance between MLOps best practices and quick slices of value
• aligning technical solutions with customer needs in collaborating with both engineering and product
• ensuring our MLOps systems support regulatory, privacy, and security requirements

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.

• 10+ years of experience with designing and building production-grade ML pipelines and systems – but don’t filter yourself out if you feel you’re a strong candidate with 5+ years.
• Strong knowledge of experiment tracking, model deployment strategies, data versioning, and monitoring.
• Experience with ML infrastructure tools (e.g. MLflow, Kubeflow, Airflow, feature stores, model registries).
• Familiarity with GCP and VertexAI preferred, but not required.
• Strong communication skills and ability to align technical solutions with business goals.
• Comfortable making architectural decisions and balancing best practices with practical trade-offs.

• To be part of truly mission-driven work that reduces wildfires, protects Earth’s natural resources, and helps solve our climate crisis.
• Flexible working environment with a lot of autonomy. We build our work days around our lives, not the other way around.
• Other benefits like a remote working budget, an educational budget, and time to develop new skills.
• To be surrounded by an excellent, vibrant, smart team who have each other's back and believe in a culture of openness, tolerance and respect.
• Equity and a competitive salary.

At Overstory, we’re harnessing cutting-edge technology to enable a resilient electrical grid that keeps communities thriving as our world changes. We use AI and advanced satellite imagery to pinpoint and prioritize vegetation risks before they materialize, helping prevent outages, reduce wildfire risks, and accelerate the transition to a safer, more resilient grid.