Apply on Employer Site

ORAU · 3 weeks ago

A Next-Generation Wildfire Risk Assessment System: Integrating Satellite Data with Deep Learning Insights

Pasadena, CA

Full-time

Onsite

Senior Level

ORAU is seeking a motivated researcher to join their team in developing a next-generation wildfire risk assessment system. The role involves creating a unified wildfire risk index that integrates satellite observations and model data, utilizing machine learning methods to optimize factor weightings and validate models with historical wildfire records.

Universities

Culture & Values

No H1B

U.S. Citizen Only

Responsibilities

Develop and refine a novel wildfire risk assessment system using NASA satellite observations and model-based data

Apply machine learning techniques to optimize factor weightings and reveal critical wildfire drivers

Validate models using multi-source wildfire data (MODIS, VIIRS, and NOAA), and conduct robust comparisons with existing fire risk indices

Perform sensitivity analyses to ensure reliability in diverse climates and land-cover settings

Contribute to NASA’s Earth science goals by improving satellite-derived and model-based hazard assessments for wildfire forecasting, climate resilience, and risk mitigation

Qualification

Remote sensingSatellite data analysisMachine learningWildfire risk indicesQuantitative analysis toolsCollaborative researchCommunication skills

Required

Strong background in remote sensing, satellite data analysis, and/or machine learning methods

Familiarity with wildfire risk indices, fire behavior, and ecological processes

Proficiency with quantitative analysis tools and programming languages used for large datasets

Excellent communication skills and ability to work effectively in a collaborative research environment

Degree: Doctoral Degree

Company

ORAU

Glassdoor4.4

ORAU provides innovative scientific and technical solutions to advance research and education, protect public health and the environment and strengthen national security.

Founded in 1946