Overstory

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About
Overstory uses AI and machine learning to analyze satellite and aerial imagery to provide actionable insights on vegetation health and its impact on power grids and wildfires. Their software helps utilities optimize resources, mitigate vegetation-related risks, and improve grid reliability. Overstory partners with 40+ utilities across North and South America and Europe, offering solutions to reduce wildfire risk, protect biodiversity, and enhance infrastructure management. They offer data-driven vegetation management programs that address rising expenses, labor shortages, and extreme weather challenges. The platform combines AI, remote sensing, and local information to provide vegetation intelligence, helping utilities build efficient management programs and future-proof their operations.
Platform
Features
• data-driven insights
• satellite imagery analysis
• machine learning
• resource optimization
• vegetation management
• risk-based vegetation management
• grid reliability improvement
• wildfire risk reduction
Job Opportunities
Staff Engineer
Overstory uses AI-powered vegetation intelligence to help utilities optimize resources, mitigate wildfire risks, and improve grid reliability.
Benefits:
Fully remote work environment
Work from home budget
Dedicated learning time and budget
In-person Overstory team gatherings
Experience Requirements:
Experience of working in a high growth scaleup environment
Product minded and able to demonstrate significant impact you have had on a business through the application of technology
Proven experience of full stack development across the following (or similar) technologies: React/Typescript, Python/fastAPI, Postgres DB, Data pipelines)
Comfortable working in a build it, run it environment (GCP, cloud run, grafana, k8s) - or similar.
Ability to design and implement scalable and resilient systems.
Other Requirements:
Strong leadership skills with the ability to mentor and coach engineers at all levels.
Excellent communication skills and ability to collaborate effectively in a cross-functional team environment.
Passion for learning and staying updated with evolving technologies and industry trends.
You are based in GMT/ CET time zone. Open to US ET for those that are able to have significant overlap with GMT/ CET working hours.
Responsibilities:
Performance & Scalability: ensure that our product can handle 3x YoY growth
Accelerate time to value of new product capabilities
Reduce the amount of manual work required to ingest vegetation analysis into our customer facing tools
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Senior Platform Engineer
Overstory uses AI-powered vegetation intelligence to help utilities optimize resources, mitigate wildfire risks, and improve grid reliability.
Benefits:
Fully remote work environment
Work from home budget
Dedicated learning time and budget
In-person Overstory team gatherings
Experience Requirements:
Experience of working in a high growth scale-up environment
Product minded and able to demonstrate significant impact you have had on a business through the application of technology
Proven experience of backend development across the following (or similar) technologies: Python, Postgres DB, Redis, Data pipelines)
Comfortable working in a build it, run it environment (GCP, cloud run, grafana, k8s) - or similar.
Ability to design and implement scalable and resilient systems.
Other Requirements:
Excellent communication skills and ability to collaborate effectively in a cross-functional team environment.
Passion for learning and staying updated with evolving technologies and industry trends.
You are based in GMT/ CET time zone
Responsibilities:
Design and implementation of the Overstory platform by contributing to the codebase with well written and tested code.
Collaboration with other engineers to evolve the architecture of the platform.
Supporting other engineering teams by being a platform ambassador and promoting paved paths and best practices.
Reduce the amount of manual work required to run vegetation analysis algorithms
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Senior Geospatial Machine Learning Engineer
Overstory uses AI-powered vegetation intelligence to help utilities optimize resources, mitigate wildfire risks, and improve grid reliability.
Benefits:
Fully remote work environment
Work from home budget
Dedicated learning time and budget
In-person Overstory team gatherings
Experience Requirements:
At least 8 years of commercial experience as a Data Scientist or Machine Learning Engineer
Advanced scientific Python experience, including numpy, scipy, scikit-learn, pandas
Experience with geospatial or satellite data, and tooling such as gdal, rasterio, shapely, fiona, geopandas, QGIS
Experience with deep learning algorithms, especially as applied to geospatial data, and tooling such as pytorch, tensorflow
Experience leading small teams organized around projects or initiatives
Other Requirements:
Passionate about climate
Enjoy working in a remote first, fast-moving environment.
You are based in the GMT/ CET time zone. Open to US ET for those that are able to have significant overlap with GMT/ CET working hours
Responsibilities:
Develop new vegetation intelligence products using standard geospatial Python libraries, as well as machine learning and deep learning tools
Support existing products through data exploration, model improvements, and bugfixes, especially using QGIS, Dagster, Sentry, and Grafana
Represent the team by leading projects and initiatives, being responsible for planning, execution, delivery, and ensuring the value of our contributions is clear to other stakeholders throughout the organization
Build the tooling and processes necessary to measure the value and performance of our contributions, and help to make data-driven decisions about where we can have the greatest impact
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