AI-Driven Crashworthiness Specialist

Mistral; Paris; Sur place; EUR 90 000 - 130 000; Plein temps

Résumé du poste

Mistral AI is seeking a Domain Expert in crashworthiness simulations to help build AI-accelerated simulation capabilities for industrial engineering. You will work at the intersection of industrial simulation, physics modeling, ML, and engineering workflows, bringing deep solid-mechanics expertise to AI Physics Models used in real engineering.

This hands-on role requires experience with explicit dynamics for crash, nonlinear FEM, and validation, plus Python tooling and Linux HPC experience.

Qualifications

• Deep expertise in crashworthiness and structural mechanics.
• Master's degree or equivalent in mechanical/ aerospace/ civil engineering or related field.
• 4+ years of relevant industrial experience in automotive, aerospace, or electronics.
• Hands-on experience with explicit dynamics for crash or impact simulation.
• Experience with simulation validation, correlation, and KPI definition.
• Strong Python development skills for automation and data processing.
• Experience in Linux HPC environments and batch job management.
• Clear communication with technical and non-technical stakeholders.

Responsabilités

• Define, generate, and iteratively improve crashworthiness datasets for AI models.
• Design and run high-fidelity simulation campaigns with Abaqus, LS-DYNA, Ansys Mechanical, Radioss or equivalent tools.
• Define the relevant variation space for training data: geometry, mesh resolution, material behavior, boundary conditions, loading, contact, joints, failure modes, and engineering KPIs.
• Build or guide automated pipelines for simulation setup, execution, post-processing, dataset creation, and model evaluation.
• Work with research teams to train and evaluate AI models on simulation data, and diagnose failure modes caused by data gaps, poor coverage, numerical artifacts, or model limitations.
• Evaluate model outputs against industrial engineering needs, including field-level accuracy, scalar KPIs, deformation modes, load paths, energy absorption, stress/strain fields, failure indicators, uncertainty, and out-of-domain behavior.
• Work with industrial customers to understand their simulation workflows and engineering priorities, define use cases and success criteria, and incorporate their feedback into model development and validation.

Connaissances

Crashworthiness

Solid mechanics

Python

FEM

Explicit dynamics

Linux HPC

Git & testing

Communication

Formation

Master’s degree or equivalent in mechanical engineering or related field

Outils

Abaqus

LS-DYNA

Ansys Mechanical

Radioss

Description du poste

Mistral AI is seeking a Domain Expert in crashworthiness simulations to help build AI-accelerated simulation capabilities for industrial engineering. You will work at the intersection of industrial simulation, physics modeling, ML, and engineering workflows, bringing deep solid-mechanics expertise to AI Physics Models used in real engineering.

This hands-on role requires experience with explicit dynamics for crash, nonlinear FEM, and validation, plus Python tooling and Linux HPC experience.