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About the Role

Mistral provides full-stack AI solutions, partnering with enterprises across high-stakes industries to co-create customized AI systems. We are a dynamic, collaborative team passionate about AI's potential to transform society, with a diverse workforce distributed globally.

Responsibilities

• Design and run large-scale simulation campaigns using domain-specific solvers (e.g. OpenFOAM, ANSYS, COMSOL, Abaqus)
• Run training of AI models on physics data, with rigorous evaluation of coverage, accuracy, and quality against industry validation standards
• Build tools and frameworks for automated dataset creation, simulation pipeline management, and model evaluation
• Collaborate closely with the science/research team on training runs and diagnose failure modes arising from data gaps or architecture limitations
• Manage research projects and client communications with engineering teams

Requirements

• Fluent English with excellent communication skills - able to explain technical simulation concepts to both engineering and non-technical audiences
• PhD in physics or engineering and 5 years+ of industry experience in a relevant domain
• Work experience in a key engineering industry: Automotive, Aerospace or Semiconductors
• Interest in machine learning
• Self-directed - able to make progress without detailed roadmaps
• Low-ego, collaborative, and eager to learn at the intersection of simulation and ML
• Demonstrated success through industrial projects, academic work, or personal projects

Skills

• Simulation solvers (e.g. OpenFOAM, ANSYS, COMSOL, Abaqus, or equivalent)
• Machine learning
• ML methods applied to simulation or surrogate modelling
• Automating large-scale simulation campaigns on HPC clusters
• Improving existing code by fixing typing issues, adding tests and improving CI pipelines
• Publications in engineering or ML venues (NeurIPS, ICLR, etc.)

Location

• Europe
• North America
• Asia
• Middle East

Work Type

• Full-time

Experience Level

• 5 years+ of industry experience

Education Level

• PhD in physics or engineering

Benefits

• Healthcare coverage
• Parental leave
• Retirement plans
• Relocation support
• Wellness programs
• Meal and transportation allowances

About the Company

• Mistral provides full-stack AI solutions: from frontier models to developer tools, applications, and compute.
• We partner with enterprises tackling the hardest problems—across high-stakes industries like finance, manufacturing, defense, healthcare, and the public sector—co-creating customized AI systems that they can run on their terms.
• We are a dynamic, collaborative team passionate about AI and its potential to transform society.
• Our diverse workforce thrives in competitive environments and is committed to driving innovation.
• Our teams are distributed between Europe, North America, Asia and the Middle East.
• We are creative, low-ego and team-spirited.