At a Glance
- Tasks: Develop an automated optimisation method for combustion chamber geometries using AI and CFD.
- Company: Join Alpine Racing, a leader in innovative automotive engineering.
- Benefits: Gain hands-on experience with advanced CFD tools and AI strategies.
- Other info: Dynamic internship with opportunities for growth and learning in a diverse environment.
- Why this job: Make a real impact on engine performance while working with cutting-edge technology.
- Qualifications: Final year engineering student with skills in CAD, fluid mechanics, and programming.
The predicted salary is between 31500 - 38500 £ per year.
La Direction Prestation, Simulations et Contrôle d'Alpine Racing est à la recherche de son/sa futur(e) stagiaire CFD moteur pour une durée de 6 mois pour un début à partir de Janvier 2027.
Description / Missions
- L’objectif du stage est de développer et d’intégrer une méthode d’optimisation automatique, fondée sur l’optimisation bayésienne, afin d’identifier des géométries de chambres de combustion offrant les meilleures performances au regard de critères prédéfinis.
- Le stage s’appuiera sur deux briques déjà disponibles : des modèles CAO moteur robustes et entièrement paramétriques, permettant de faire varier automatiquement les principaux paramètres géométriques, et un workflow automatisé assurant la préparation, l’exécution et le post-traitement de simulations CFD réalisées avec CONVERGE.
- Le stagiaire aura pour mission de compléter cette chaîne en développant une stratégie capable de piloter de manière autonome les différentes étapes du processus d’optimisation.
- À partir des résultats des simulations déjà réalisées, l’algorithme devra construire et mettre à jour un modèle prédictif, évaluer les compromis entre l’exploration de nouvelles zones de l’espace de conception et l’amélioration des solutions les plus prometteuses, puis proposer la géométrie suivante à simuler.
- La chaîne devra ensuite modifier automatiquement les paramètres CAO, générer le nouveau cas de calcul, lancer la simulation CFD, analyser les résultats obtenus et réinjecter ces informations dans la boucle d’optimisation.
- Le travail comprendra notamment le choix et l’implémentation de la méthode d’optimisation bayésienne, son couplage avec les outils CAO et CFD existants, ainsi que l’évaluation de sa robustesse et de son efficacité.
- La méthode sera d’abord appliquée à l’optimisation de géométries de chambres de combustion, puis pourra être étendue à d’autres composants du moteur.
Profil :
- Etudiant ingénieur en dernière année d’études
- Compétences en CAO, idéalement Catia.
- Compétences en mécaniques des fluides.
- Connaissance des outils de calculs CFD
- Bonne maîtrise de python ou autre langage de programmation.
- Connaissances des outils machine learning.
Les plus de ce stage
- Manipulation d’outils CFD aéro-combustion avancés.
- Participation à la mise en place d’une stratégie d’optimisation mêlant IA et CFD et devant permettre d’accélérer significativement l’optimisation des chambres de combustion.
CS27 - Bac +5 - Stage Développement d’une chaîne automatisée d’optimisation de géométries par CFD et intelligence artificielle (H/F) employer: Alpine F1 Team
At Alpine Racing Limited, we pride ourselves on being an exceptional employer, offering a dynamic and inclusive work environment where innovation thrives. As a Financial Regulations Specialist, you'll collaborate with top professionals in the high-performance Finance team, gaining invaluable exposure to decision-making that directly impacts Formula One racing. With competitive salaries, comprehensive benefits, and a commitment to diversity and employee growth, we ensure that every team member can contribute meaningfully while advancing their career in a fast-paced, cutting-edge industry.
StudySmarter Expert Advice🤫
We think this is how you could land CS27 - Bac +5 - Stage Développement d’une chaîne automatisée d’optimisation de géométries par CFD et intelligence artificielle (H/F)
✨Get Involved in Engineering Societies
Join local engineering societies or student chapters; they often have networking events and workshops tailored for internship seekers. It's a great way to meet professionals and get insider tips on which companies, like Alpine F1 Team, are hiring!
✨Attend Career Fairs and Workshops
Make the most of your university's career fairs! These events often feature companies looking specifically for interns, and they give us the chance to make a direct impression on recruiters from places like Alpine F1 Team. Bring your best elevator pitch and showcase your enthusiasm!
✨Show Off Your Projects
Make sure to create a portfolio or a personal website showcasing any relevant projects you’ve worked on, whether it's uni assignments or personal projects. This visual representation will help you stand out during interviews or casual chats with engineers from Alpine F1 Team!
✨Leverage Internships to Build Skills
Don't just aim for any internship; seek out those that allow you to learn and grow. Even roles at startups can offer hands-on experience that's invaluable. We should focus on companies like Alpine F1 Team that may have rotational internship programmes, providing us with diverse experiences.
We think you need these skills to ace CS27 - Bac +5 - Stage Développement d’une chaîne automatisée d’optimisation de géométries par CFD et intelligence artificielle (H/F)
Some tips for your application 🫡
Show Off Your Technical Skills:In the engineering world, we want to see your technical skills front and centre. When you’re crafting your CV, highlight any relevant coursework, projects, or software you’ve used. If you’ve got experience with CAD programs or any engineering software, make sure to mention that to grab our attention!
Tailor Your Motivation in the Cover Letter:This internship is all about learning and growth, so let us know why you're excited about this opportunity at Alpine F1 Team. Your cover letter should reflect your passion for engineering and willingness to learn — share what makes us the perfect place for you to dip your toes into the industry!
Include Relevant Academic Projects:If you've completed any engineering projects, whether in class or on your own time, showcase those in your application. We love to see practical experience, even if it’s from school! Detail what you did, what techniques you used, and any challenges you faced. This shows us you can apply your knowledge in real-world situations.
Keep it Clear and Concise:When you're applying for an internship, we know it can be tempting to cram every detail into your CV or cover letter. But keep it clear and to the point! One page for your CV is usually enough — highlight the most relevant bits and make sure your passion for engineering shines through without any fluff.
How to prepare for a job interview at Alpine F1 Team
✨Brush Up on Technical Fundamentals
For an engineering internship like the one at Alpine F1 Team, it’s essential to have a solid grasp of core principles. Expect technical questions that test your understanding of basic engineering concepts. We recommend revising key topics relevant to the role and finding some example problems to solve ahead of time.
✨Show Your Passion for Engineering
During the interview, we should communicate our enthusiasm for engineering and the specific area you're applying to. Share any projects, coursework, or experiences that fuelled your interest. Companies like Alpine F1 Team often look for candidates who not only have the skills but also a genuine passion for the field.
✨Prepare for Scenario-Based Questions
Be ready for situational questions that probe your problem-solving and critical-thinking abilities. You might be asked how you would approach a specific engineering challenge or design a solution to a hypothetical problem relevant to the industry. Think through a few scenarios before going in, as these can really demonstrate your thought process.
✨Highlight Your Teamwork Skills
Internships often involve collaboration, so we should be prepared to discuss our experiences working in teams. Have examples ready where you've worked as part of a group on projects, whether in a school setting or during co-curricular activities. This will show Alpine F1 Team that we understand the importance of collaboration in engineering.
