Scientific Machine Learning Modeller

Rainmaker

El Segundo, CA, United States

Posted on: 2025-02-06

Category: sustainability

Ready to make this your next chapter?

Let Rainmaker know you found them on WorkInGreen. It helps more companies post climate jobs here.

Expired

Employment type:

Full time

Experience required:

Intermediate

Salary

Salary not provided

About the company:

Rainmaker provides water for farms, watersheds, and ecosystems, fortifying growth and stewarding the natural world. We are Making Earth Habitable.

We are seeking a highly motivated and skilled Scientific Machine Learning Specialist to lead the development and implementation of advanced machine learning models aimed at validating the efficacy of precipitation enhancement operations. The successful candidate will work at the intersection of atmospheric science, data analytics, and artificial intelligence to address challenges in weather prediction and precipitation enhancement.

No recruiting agencies

What You'll Do

Design, train, and validate machine learning models to analyze meteorological and observational data related to precipitation enhancement.

Develop algorithms to detect and quantify the impact of precipitation enhancement on precipitation patterns and amounts using large-scale atmospheric datasets.

Work with large-scale atmospheric datasets, including satellite, radar, and reanalysis data.

Collaborate with atmospheric scientists, physicists, and AI researchers to integrate domain knowledge into machine learning frameworks.

Develop scalable software solutions for cloud-resolving and weather prediction models.

Qualifications

Masters or PhD in atmospheric science, meteorology, physics, applied mathematics, computer science, or related discipline.

Strong background in machine learning (deep learning, neural networks, etc.) and numerical methods for the predication of weather.

Experience with physics-informed neural networks (PINNs) or hybrid AI-physics modeling.

Proficiency in Python and deep learning frameworks (e.g., TensorFlow, PyTorch).

Knowledge of fluid dynamics, thermodynamics, cloud microphysics, and precipitation processes

Sustainability jobs More climate jobs in United States

27 Sustainability jobs

Not quite the right fit? Keep looking.

More climate roles that match your skills and values.

View all jobs

United States

Domestic Government Affairs Manager

Rainmaker

85

Full time

Sustainability

United States

General Application

Rainmaker

85

Full time

Full time

Rainmaker

85

Full time

Sustainability