3 дня назад
Data Scientist, Geospatial
140 000 - 150 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Scientist, Geospatial (AI/Geospatial): Building physics-backed predictive risk models and spatial data pipelines for electricity-grid digital twins with an accent on LiDAR, GIS, weather data, and structural risk analysis. Focus on simulating wildfire and extreme-weather risks, establishing spatial accuracy benchmarks, and translating complex geospatial metrics into utility infrastructure investment decisions.
Location: Houston, United States; on-site with hybrid collaboration at customer offices
Base salary: $140,000–$150,000 per year, plus equity.
Company
develops physics-enabled digital twins and machine-learning solutions for electricity grids, helping utilities assess infrastructure risks, optimize investments, and improve resilience.
What you will do
- Collaborate directly with customer geospatial and GIS teams to understand workflows, integrate systems, and solve spatial challenges.
- Build predictive risk models using LiDAR, terrain, weather, and utility infrastructure data to simulate conductor and vegetation risks.
- Translate spatial and structural risk metrics into insights for utility capital investment and grid hardening.
- Build and maintain pipelines for ingesting, cleaning, vectorizing, and integrating diverse geospatial datasets.
- Establish QA/QC benchmarks for spatial accuracy, CRS transformations, and structural alignment.
- Mentor colleagues on model training, data analytics, and data-driven product development.
Requirements
- 5+ years of hands-on experience in data science or machine learning.
- Strong quantitative reasoning and the ability to present complex findings to customers and senior leaders.
- Experience working across technical teams and external customer stakeholders.
- Ability to take ownership of complex projects, adapt to changing priorities, and solve problems in messy real-world datasets.
- Ability to work on-site in Houston and in a hybrid customer-facing setting.
Nice to have
- Experience with geospatial data or power-grid systems.
- Experience in fast-paced, high-growth scale-up technology environments.
Culture & Benefits
- Work with airborne LiDAR, high-resolution satellite imagery, and physics-enabled digital twins.
- Contribute to wildfire-risk mitigation, utility vegetation management, and critical-infrastructure resilience.
- Shape the spatial architecture of a core product while collaborating with ML and software engineers.
- Competitive compensation package with a significant equity component.
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