Temporary Graduate Research Assistant
Junior
Description
JOB TITLE
Temporary Graduate Research Assistant
LOCATION
Worcester
DEPARTMENT NAME
Fire Protection Engineering - JM
DIVISION NAME
Worcester Polytechnic Institute - WPI
JOB DESCRIPTION SUMMARY
We are seeking a highly motivated graduate student to join our research team in the Fire Protection Engineering Department at WPI. The position is focused on developing a Probabilistic Framework for Fire Risk Assessment using fire spread models in FireBench. The role requires a strong background in probabilistic modeling, data analysis, Python programming, and machine learning.
JOB DESCRIPTION
Skills and Experience:
- Probabilistic Modeling: Experience with Monte Carlo simulation, Bayesian networks, or uncertainty quantification methods.
- Python Programming: Proficiency in Python for data processing, simulation pipelines, and automation (NumPy, pandas, SciPy, etc.).
- Machine Learning: Familiarity with ML frameworks (scikit-learn, TensorFlow, or PyTorch) for wildfire risk modeling and pattern recognition.
- Geospatial Data Analysis: Experience handling large geospatial datasets (e.g., NOAA weather data, LANDFIRE fuel maps, GIS tools).
- Fire Spread Models: Familiarity with fire behavior modeling tools such as FireBench, FARSITE, or WRF-SFIRE is a plus.
- Excellent problem-solving skills, attention to detail, and ability to work independently and collaboratively.
Required Skills:
- Python, Machine Learning, Monte Carlo Simulation, GIS/Geospatial Tools
- Learning Outcomes Ability to Learn Quickly
- Accuracy, Accurate Listening, Analytical Thinking
- Collaboration, Communication, Data Analysis, Probabilistic Reasoning
- Open Minded, Time Management, Verbal Communication
Job Requirements:
- A current Master’s candidate in Computer Science, Data Science, Robotics, Mechanical Engineering, or a related field is required.
Compensation:
Hourly rate is $21.00 based on experience. To apply please submit a cover letter and resume/cv
FLSA STATUS
United States of America (Non-Exempt)