Crashworthiness AI Scientist: High-Fidelity Sim & ML

Mistral; Linz; Presencial; EUR 90 000 - 120 000; Tempo integral

Resumo da oferta

Mistral AI is seeking a Domain Expert in crashworthiness simulations to advance AI-accelerated simulation capabilities for industrial engineering. You’ll bridge solid mechanics with machine learning, creating validated AI Physics Models for real engineering use cases.

You will collaborate with research, product, and customer teams to ensure models meet industry standards and provide robust data-driven decisions across automotive, aerospace, and consumer electronics domains.

Qualificações

• Deep expertise in crashworthiness and solid/structural mechanics applicable to industrial simulation workflows.
• Master's degree or equivalent technical depth in relevant engineering/physics fields.
• 4+ years of industrial experience in automotive, aerospace, or consumer electronics.

Responsabilidades

• Define, generate, and iteratively improve simulation datasets for training and evaluating crashworthiness foundation models.
• Design and run high-fidelity simulation campaigns using Abaqus, LS-DYNA, Ansys Mechanical, Radioss or equivalent tools.
• Define the variation space for training data: geometry, mesh resolution, material behavior, boundary conditions, loading, contact, joints, failure modes, and KPIs.
• Build or guide automated pipelines for simulation setup, execution, post-processing, dataset creation, and model evaluation.
• Train and evaluate AI models on simulation data and diagnose failure modes due to data gaps or numerical artifacts.
• Evaluate model outputs against industrial engineering needs including field-level accuracy, deformation modes, and energy absorption.
• Collaborate with customers to understand workflows and translate feedback into model development and validation.

Conhecimentos

Crashworthiness

Solid mechanics

Structural mechanics

Python

Linux

HPC

Git

Communication

Formação académica

Master's degree or equivalent

Ferramentas

Abaqus

LS-DYNA

Ansys Mechanical

Radioss

Descrição da oferta de emprego

Mistral AI is seeking a Domain Expert in crashworthiness simulations to advance AI-accelerated simulation capabilities for industrial engineering. You’ll bridge solid mechanics with machine learning, creating validated AI Physics Models for real engineering use cases.

You will collaborate with research, product, and customer teams to ensure models meet industry standards and provide robust data-driven decisions across automotive, aerospace, and consumer electronics domains.