Stage Innovation: Artificial Intelligence / Simulation Engineer

2 Months 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 !

Similar Jobs

Amber - Localization Quality Assurance with Chinese (Simplified)

Amber

Montreal, Quebec, Canada (Hybrid)
1 Year ago
Shield AI - Senior Staff Engineer, DevOps/Infrastructure (R3570)

Shield AI

San Diego, California, United States (On-Site)
4 Weeks ago
Winzo - DevOps Engineer

Winzo

New Delhi, Delhi, India (Remote)
3 Months ago
Amber - Localization Quality Assurance (Polish)

Amber

Quebec, Canada (Hybrid)
6 Months ago
Assystems - Chef de Projet Ferroviaire senior - AMOEG / MOE H/F

Assystems

Bordeaux, Nouvelle-Aquitaine, France (On-Site)
10 Months ago
Apple - Machine Learning Engineer, Large Visual Generative Model Optimization

Apple

Sunnyvale, California, United States (On-Site)
3 Months ago
EMA - Machine Learning Lead

EMA

California, United States (Hybrid)
1 Year ago
Foster and partners  - Design Systems Analyst (Applied R&D)

Foster and partners

London, England, United Kingdom (On-Site)
1 Month ago
Ion - Research Editor

Ion

Mumbai, Maharashtra, India (On-Site)
3 Weeks ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

ALTEN - Stage Innovation: Artificial Intelligence / Computer Vision Engineer

ALTEN

Toulouse, Occitanie, France (On-Site)
2 Months ago
zeta - Engineering Manager - Cloud Security (DevSecOps)

zeta

Bengaluru, Karnataka, India (On-Site)
10 Months ago
kaizen gaming  - Site Reliability | DevOps Engineer

kaizen gaming

Athens, Greece (Hybrid)
2 Months ago
New Globe - Quality Assurance Engineer

New Globe

Lagos, Lagos, Nigeria (On-Site)
1 Month ago
DraftKings - Senior Site Reliability Engineer, Networking

DraftKings

Boston, Massachusetts, United States (On-Site)
2 Months ago
NVIDIA - Senior HPC AI Cluster Engineer

NVIDIA

Tel Aviv-Yafo, Tel Aviv District, Israel (On-Site)
5 Months ago
Amber - Localization Quality Assurance with Indonesian

Amber

Montreal, Quebec, Canada (Hybrid)
11 Months ago
Saviynt - Strategic Account Executive

Saviynt

Singapore (Remote)
2 Months ago
Casumo - Legal Counsel

Casumo

Swieqi, Malta (Hybrid)
1 Month ago
AFRY - System Developer with software development experience

AFRY

Åmål, Västra Götaland County, Sweden (On-Site)
1 Month ago

Get notifed when new similar jobs are uploaded

Jobs in Toulouse, Occitanie, France

Quantic Dream - Gameplay Programmer (M/F/NB)

Quantic Dream

Paris, Île-de-France, France (Hybrid)
4 Weeks ago
PwC - Senior Manager SAP Finance | CDI | H/F

PwC

Neuilly-sur-Seine, Île-de-France, France (On-Site)
10 Months ago
Quantic Dream - Senior Character Setup Artist - Star Wars : Eclipse™ (F/H/NB)

Quantic Dream

Paris, Île-de-France, France (Hybrid)
1 Year ago
Mistral AI - Applied AI Engineer, Use-case - Paris (Internship)

Mistral AI

Paris, Île-de-France, France (On-Site)
1 Month ago
Thales - ALTERNANCE – Project Manager for Radar Services and Estimates – F/H

Thales

Limours, Île-de-France, France (On-Site)
3 Months ago
Loft Orbital - Senior Backend Engineer

Loft Orbital

Toulouse, Occitanie, France (On-Site)
3 Years ago
Ubisoft - Technical Director, Character (W/M/NB) [AAA Project]

Ubisoft

Annecy, Auvergne-Rhône-Alpes, France (On-Site)
9 Months ago
PwC - Consultant RH et Paie Débutant | CDI | H/F

PwC

Neuilly-sur-Seine, Île-de-France, France (On-Site)
10 Months ago
Lionbridge Games - System Administrator

Lionbridge Games

Île-de-France, France (On-Site)
3 Months ago
Assystems - Ingénieur calcul mécanique H/F

Assystems

Marseille, Provence-Alpes-Côte D'Azur, France (On-Site)
9 Months ago

Get notifed when new similar jobs are uploaded

Research Development Jobs

Reddit - Senior Staff Machine Learning Engineer, Ads Measurement

Reddit

United States (Remote)
3 Months ago
Playtika - R&D Director

Playtika

Poland (Hybrid)
6 Months ago
Unity - Senior Machine Learning/MLOps Developer

Unity

Canada (Remote)
4 Months ago
Autodesk - Distinguished Research Scientist, Physics Informed AI

Autodesk

Toronto, Ontario, Canada (On-Site)
2 Months ago
Luma - Research Scientist - Multimodal Language Models

Luma

Palo Alto, California, United States (Hybrid)
6 Months ago
Apple - Machine Learning Engineer, Large Visual Generative Model Optimization

Apple

Sunnyvale, California, United States (On-Site)
3 Months ago
Ubisoft - R&D Engineer

Ubisoft

Pune, Maharashtra, India (Hybrid)
2 Months ago
Ion - AI Engineer - Graduate Development Program

Ion

Pisa, Tuscany, Italy (On-Site)
10 Months ago
Ansys - R&D Engineer II - C++ & Computational Geometry

Ansys

Milan, Lombardy, Italy (On-Site)
1 Month ago
Alpha Sense - Senior AI Engineer

Alpha Sense

Bengaluru, Karnataka, India (On-Site)
2 Months ago

Get notifed when new similar jobs are uploaded

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

Rabat, Rabat-Salé-Kénitra, Morocco (Remote)

Toulouse, Occitanie, France (On-Site)

Toulouse, Occitanie, France (On-Site)

Fougères, Brittany, France (On-Site)

Fougères, Brittany, France (On-Site)

Étrelles, Brittany, France (On-Site)

Cherbourg-en-Cotentin, Normandy, France (On-Site)

Toulouse, Occitanie, France (On-Site)

View All Jobs

Get notified when new jobs are added by ALTEN

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug