AI Climate Modeler — Multidecadal Forecasts

Allen Institute for Artificial Intelligence

Seattle (WA)

On-site

USD 150,000 - 170,000

Full time

4 days ago
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Benefits offered by this job

Medical, dental, vision
401(k)
Commuting stipend
Wellbeing stipend
Vacation days
Holidays
Annual bonus

Job summary

Allen Institute for Artificial Intelligence seeks a Young Investigator for a three-year project to develop an AI-powered climate model blending physics with ML. You will lead design and evaluation of NeuralGCM+ training cases using historical data and physics-based outputs.

You''ll collaborate with a small team, mentor interns, present results at AI and climate conferences, and contribute open‑source code amid a collaborative, Seattle-based environment.

Qualifications

  • Substantial experience building and deploying a relevant ML application in a practical or academic research setting.
  • Fluent in Python and collaborative coding practices.
  • PhD with at least one accepted conference paper or peer‑reviewed first‑authored publication making extensive use of ML.

Responsibilities

  • Select, design and evaluate NeuralGCM+ training and testing cases, using both historical data and customized physics-based climate model outputs.
  • Conceive and implement NeuralGCM+ model improvements that increase generalizability to unseen climates and improve coupling between earth system components.
  • Present results at major AI and climate modeling conferences and in peer‑reviewed publications.
  • Open-source code development as part of a tightly connected team, including daily meetings, code review, design documents and interaction with external collaborators.
  • Mentor interns as appropriate.

Skills

Python
ML

Education

PhD in computer or computational science / atmospheric science

Tools

JAX

Job description

Allen Institute for Artificial Intelligence seeks a Young Investigator for a three-year project to develop an AI-powered climate model blending physics with ML. You will lead design and evaluation of NeuralGCM+ training cases using historical data and physics-based outputs.

You''ll collaborate with a small team, mentor interns, present results at AI and climate conferences, and contribute open‑source code amid a collaborative, Seattle-based environment.

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