Research Associate, Atmospheric Science, Machine Learning
DeVine Consulting, Inc. · Silver Spring, MD · 2 wk ago
On-siteEducation$90k–$110k/yrFull-time
Duties
- Conduct innovative research at the intersection of weather prediction and machine learning, including approaches that leverage observations from satellite constellation
- Develop, verify, and document forecast improvements that provide measurable value to customers
- Partner with engineering and product teams to transition research advances into scalable, operational systems
- Communicate results through internal reviews, customer discussions, and, where appropriate, conferences or publications
- Contribute broadly to improving forecasts and overall product performance
Requirements
- Graduate degree in atmospheric science, meteorology, computer science, or a related field
- 2+ years of experience developing ML models for weather applications
- Strong ML engineering fundamentals, including model training, validation, evaluation, and documentation
- Training, running, and verifying AI-based weather prediction models
- Working in cloud-based computing environments
- Handling large meteorological datasets and common data formats at scale
- Modern deep learning frameworks (e.g., PyTorch or TensorFlow)
- Large geophysical dataset formats (GRIB, NetCDF, ZARR)
- Proficiency with deep learning frameworks (e TensorFlow, PyTorch)
- Familiarity with cloud-based computing environments (AWS, GCP, Azure)
- Strong written and verbal communication skills
- Ability to manage multiple projects and balance competing priorities
Qualifications
- Position Type: Full-time
- Location: Silver Spring, MD
- Benefits: Medical, Dental, Vision, 401K, Life Insurance, Paid Holidays, Paid Sick Leave and Paid Vacation
- Compensation: $90K to $110K per year salary range DOE and skills
Skills
- Deep learning frameworks (e.g., PyTorch, TensorFlow)
- Large geophysical dataset formats (GRIB, NetCDF, ZARR)
- Cloud-based computing environments (AWS, GCP, Azure)
Benefits
- Medical
- Dental
- Vision
- 401K
- Life Insurance
- Paid Holidays
- Paid Sick Leave
- Paid Vacation