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Applied Scientist / Research Engineer, AI4Engineering
Mistral AIApplied Scientist at Mistral AI developing AI Physics Models for engineering applications. Collaborating with teams to build high-performance simulations in diverse engineering domains.
Tech Stack
Tools & technologiesLinuxPythonPyTorch
About the role
Key responsibilities & impact- 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
- Develop agents and RAG that integrate LLMs with engineering simulation workflows
- Collaborate closely with the collaborate 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
What you’ll need- Fluent English with excellent communication skills - able to explain technical simulation concepts to both engineering and non-technical audiences
- PhD or Master's in AI or an engineering science: Mechanical Engineering, Electrical Engineering, Computational Fluid Dynamics, Structural Mechanics, Semiconductor Engineering, or a related field. A solid understanding of deep learning and engineering or physics is a must.
- Comfortable with PyTorch or JAX for implementing and training models
- You write clean, readable Python code and are comfortable in Linux/HPC environments
- Self-directed - you don't need detailed roadmaps to make progress
- Low-ego, collaborative, and eager to learn at the intersection of simulation and ML
- Demonstrated success through industrial projects, academic work, or personal projects
- Have industrial or academic experience with simulation solvers (e.g. OpenFOAM, ANSYS, COMSOL, Abaqus, or equivalent)
- Have applied ML methods to simulation or surrogate modelling
- Have experience automating large-scale simulation campaigns on HPC clusters
- Have contributed to a large open-source or industry codebase
- Have publications in engineering or ML venues (NeurIPS, ICLR, etc.)
- Love improving existing code by fixing typing issues, adding tests and improving CI pipelines
Benefits
Comp & perks- Competitive cash salary and equity
- Daily lunch vouchers
- Monthly contribution to a Gympass subscription
- Monthly contribution to a mobility pass
- Full health insurance for you and your family
- Generous parental leave policy
- Visa sponsorship
- Health insurance
- Transportation reimbursement (office parking or £90/month public transport)
- £90/month gym membership reimbursement
- £200/month meal allowance
- Pension plan: SmartPension (5% Employee & 3% Employer)
ATS Keywords
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Hard Skills & Tools
OpenFOAMANSYSCOMSOLAbaqusAI model trainingdeep learningPythonPyTorchJAXHPC
Soft Skills
excellent communication skillsself-directedcollaborativeeager to learnability to explain technical concepts
Certifications
PhD in AIMaster's in engineering science