Application Guide
How to Apply for Staff Data Scientist - Wildfire
at Overstory
🏢 About Overstory
Overstory is a pioneering climate tech company that uses AI and satellite imagery to help utilities prevent wildfires and improve grid reliability. Working here means directly contributing to solving one of the most pressing climate challenges, with a diverse, passionate team across the Americas and Europe.
About This Role
As a Staff Data Scientist focused on wildfire, you'll lead the development of AI models that predict and mitigate wildfire risks from vegetation encroachment on power lines. Your work will directly impact the safety and resilience of communities and the grid, making this a highly impactful role in the fight against climate change.
💡 A Day in the Life
A typical day might involve leading a team meeting to discuss model performance, collaborating with engineers to integrate new data sources, and diving into code to experiment with a novel deep learning architecture. You'll likely spend time analyzing satellite data, reviewing model outputs, and presenting insights to stakeholders, all while working remotely with a global team.
🚀 Application Tools
🎯 Who Overstory Is Looking For
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📝 Tips for Applying to Overstory
Tailor your resume to highlight specific projects where you've applied AI to satellite imagery or geospatial data, especially for environmental or climate-related challenges.
Quantify the impact of your work—e.g., 'improved model accuracy by 20%' or 'reduced false positives by 30%'—to demonstrate tangible results.
Showcase your leadership experience in guiding junior data scientists or cross-functional teams, as the 'Staff' title implies mentorship and strategic influence.
In your cover letter, explicitly connect your personal passion for climate action with Overstory's mission of reducing wildfire risk and building a resilient grid.
Research Overstory's technology and recent news; mention specific details (e.g., their use of Sentinel-2 or partnerships with utilities) to show genuine interest and preparation.
✉️ What to Emphasize in Your Cover Letter
['Emphasize your technical expertise in machine learning and computer vision, specifically applied to satellite or remote sensing data.', 'Highlight your experience with large-scale data processing and model deployment in real-world settings.', 'Convey your passion for climate change mitigation and your understanding of the critical role utilities play in resilience.', 'Mention your ability to work collaboratively in a remote, cross-cultural team, as Overstory spans the Americas and Europe.']
Generate Cover Letter →🔍 Research Before Applying
To stand out, make sure you've researched:
- → Read Overstory's blog and case studies to understand their current technology and how they measure success.
- → Look into recent news about Overstory's partnerships with utility companies and any pilot projects they've launched.
- → Familiarize yourself with the basics of wildfire risk assessment and vegetation management practices in the utility industry.
- → Check Overstory's LinkedIn and employee testimonials to get a sense of the company culture and values.
💬 Prepare for These Interview Topics
Based on this role, you may be asked about:
⚠️ Common Mistakes to Avoid
- Don't submit a generic resume that doesn't highlight geospatial or satellite imagery experience—this is a core requirement.
- Avoid focusing solely on your technical skills without showing how you've applied them to real-world problems with business impact.
- Don't neglect to mention your remote work experience or ability to collaborate across time zones, as Overstory is a distributed team.
📅 Application Timeline
This position is open until filled. However, we recommend applying as soon as possible as roles at mission-driven organizations tend to fill quickly.
Typical hiring timeline:
Application Review
1-2 weeks
Initial Screening
Phone call or written assessment
Interviews
1-2 rounds, usually virtual
Offer
Congratulations!