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Job ID: 261597

PhD Student Position - Spatial AI/ML & Stochastic Simulation in Innsbruck (F/M/X)
Austrian Academy of Sciences


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Date Posted Aug. 25, 2025
Title PhD Student Position - Spatial AI/ML & Stochastic Simulation in Innsbruck (F/M/X)
University Austrian Academy of Sciences
Innsbruck, Tyrol, Austria
Department Institute For Interdisciplinary Mountain Research
Application Deadline Sep. 2, 2025
Position Start Date Available Immediately
 
 
  • Graduate Student
  • Statistics & Actuarial Science
    Mathematics/Applied Mathematics
    Geology/Geosciences - General
    Computer/Information Sciences
    Sciences - General
 
 

 

Project Overview:

The GeoTransformer Project adapts the transformer neural-network architecture that powers modern language models to spatial data, letting us learn complex patterns in geology, climate and other earth-system variables. By going beyond kriging and multiple-point methods, the project will deliver faster, uncertainty-aware simulations that cope with non-stationary, multi-variable datasets—opening new possibilities for environmental science, resource management and related fields.

Your Tasks

  • Develop innovative approaches for spatial data encoding, continuous output representation, multi-variable simulation and Retrieval-Augmented Generation.
  • Design, prototype, and benchmark advanced transformer architectures tailored to complex spatial and multi-variable data.
  • Create training protocols for non-stationary data and strategies for continuous outputs (e.g., raw values, Fourier components, Gaussian Mixture Model).
  • Actively collaborate with international partners in an open, curiosity-driven research environment.

Your Profile

We know no single candidate will tick every box; if the topic excites you, convince us how your background fits.

  • Master’s degree (or equivalent) in computer science, machine learning, statistics, applied mathematics, geoscience, or a closely related field.
  • Strong programming skills and proficiency in TensorFlow or PyTorch.
  • Excellent analytical thinking, problem-solving, and communication skills.
  • Open-minded, creative, and comfortable with interdisciplinary work.

Our Offer

  •  Engaging research environment: A dynamic, interdisciplinary team that values scientific freedom and curiosity.
  • State-of-the-art tools: Full licence to AI assistants (e.g., ChatGPT) and modern HPC/GPU resources.
  • Work–life balance: Up to 40 % remote work, flexible scheduling, and family-friendly policies.
  • Innsbruck location: Live and work in a vibrant alpine city famous for its mountain landscape and lively academic scene.
  • Salary: Annual gross salary € 39 208.82 (according to the OeAW salary scheme).

Your application should include:

  • Motivation letter (max. 2 pages)
  • CV
  • Master’s grade transcript & short thesis summary
  • Code sample or GitHub link
     

Deadline 2nd of September 2025.

  • The Austrian Academy of Sciences (OeAW) pursues a non-discriminatory employment policy and values equal opportunities, as well as diversity. Individuals from underrepresented groups are particularly encouraged to apply.


 
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Contact Information

 
  • Mathieu Gravey
    Innrain 25, 3. OG, 6020 Innsbruck, Austria
    Innsbruck, Tyrol
    Austria
  •  
  • mathieu.gravey@oeaw.ac.at

 

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