Stage Innovation: Artificial Intelligence / Simulation Engineer

1 Month ago • All levels • Research Development

Job Summary

Job Description

The Innovation Directorate is involved in wide-ranging, multi-sectoral experimental research projects. These innovative projects, developed in teams, are supervised by experts within ALTEN Labs. The role involves working on an 'Artificial Intelligence for Mechanical Simulation' project. Key responsibilities include conducting a literature review on AI applications in mechanical simulation, designing and implementing advanced AI models like PINNs to solve partial differential equations for complex flows, comparing AI results with traditional simulations, and developing a user-friendly platform for AI models.
Must have:
  • Final year engineering student internship
  • Specialization in AI or Data Science
  • Knowledge of Data Science and Deep Learning
  • Proficiency in Python and libraries (PyTorch, Tensorflow)
  • Reactivity, rigor, autonomy, and service orientation
Good to have:
  • Knowledge/experience in aerodynamics
  • Knowledge/experience in mechanical simulation
Perks:
  • Focus on innovation culture
  • Skill development on concrete projects
  • Permanent CDI employment offer
  • Support from expert teams
  • Multicultural and multidisciplinary environment
  • Career progression opportunities in engineering sectors

Job Details

Description du poste

A la Direction de l’Innovation, nous menons des projets de recherche sur des champs d’expérimentation très larges et multi-sectoriels.
Ces projets innovants, développés en équipes, sont encadrés par nos experts au sein des ALTEN Labs (IDF, Toulouse, Grenoble, Rennes et Sophia Antipolis), et tentent de répondre aux enjeux de nos clients en leur fournissant des solutions technologiques originales et disruptives.

Au sein de notre Lab de Toulouse, vous serez accompagné(e) par un Pilote Innovation (Chef de projet) pour vous permettre de développer vos compétences sur les activités du projet suivant.

Projet : Artificial Intelligence for Mechanical Simulation

- Effectuer une revue complète de l’état de l’art sur l’application de l’IA, et notamment des réseaux de neurones profonds, à la simulation en mécanique (mécanique des fluides, des structures, thermique, etc.), en explorant les approches hybrides combinant données et lois physiques (PINNs, autoencoders, etc.)
- Concevoir et implémenter des modèles d’IA avancés (notamment des PINNs) pour résoudre des équations aux dérivées partielles (EDP) représentant des écoulements complexes
- Comparer les résultats issus de l’IA aux simulations numériques traditionnelles (méthodes des volumes finis, éléments finis…) afin d’évaluer la précision et la robustesse des approches neurales
- Développer une plateforme d’utilisation (API, interface, ou pipeline automatisée) facilitant l'accès aux modèles IA pour des utilisateurs techniques ou non

Qualifications

Vous êtes étudiant(e) en dernière année d’École d’Ingénieur à la recherche d’un stage de fin d’étude et vous avez suivi une spécialité en Intelligence Artificielle ou Data Science.​

Vous justifiez de connaissances en Data Science et en particulier des technique de Deep Learning appliquée à la Simulation, et maîtrisez la mise en oeuvre de méthodes d'IA, ainsi que la programmation en Python et des librairies associées (Pytorch, Tensorflow, ...), que vous avez su mettre en application lors de votre formation.​

Des connaissances / expériences en aérodynamisme et en simulation mécanique seront fortement appréciées.

Réactif(ve), rigoureux(se), autonome et doté(e) du sens du service, vous souhaitez évoluer dans un environnement challengeant​.

Informations complémentaires

Rejoindre nos ALTEN Labs, c’est être au cœur de la culture de l’innovation, et une promesse de monter en compétences sur des sujets concrets en équipe projet, avec à la clé une embauche en CDI en tant que consultant chez ALTEN !

Nos équipes d’experts vous accompagneront pour devenir acteur de votre projet au sein d’un environnement multiculturel et pluridisciplinaire, avec une possibilité d’évolution dans tous les secteurs de l’ingénierie en France et à l’international.

Vous vous reconnaissez dans ce descriptif ? Alors n’attendez plus !

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About The Company

ALTEN Group supports the development strategy of its customers in the fields of innovation, R&D and technological information systems.

Created 30 years ago, the Group has become a world leader in Engineering and Technology consulting.


24 700 highly qualified engineers carry out studies and conception projects for the Technical and Information Systems Divisions of major customers in the industrial, telecommunications and Service sectors.


Our business lines:


• ENGINEERING 

R&D and Manufacturing outsourcing :

> Consulting

> R&D externalization / Design & Development

> Manufacturing engineering

> Supply chain and Quality

> Testing

> Customer Support training


• ENTERPRISE SERVICES

Internal IT:

> Consulting functional knowledge

> technical expertise (Digital, BI...)

> IT applications / Life Cycle Management


Internal Network:

> Architecture and Security

> Deployment Integration Support

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