Skills

Python Machine Learning PyTorch Deep Learning

Job Specifications

Sujet : Exploration des solutions LLM pour la crï¿½ion dï¿½un assistant opï¿½tionnel

Lï¿½ambition stratï¿½que de Dassault Systï¿½s est de rï¿½lutionner les sciences de la vie grï¿½ au dï¿½loppement du jumeau numï¿½que, et par consï¿½ent de transformer la pratique mï¿½cale.

Au sein du Dï¿½rtement Recherche, vous rejoindrez lï¿½ï¿½ipe HealthByMe, un groupe spï¿½alisï¿½ans le dï¿½loppement logiciel et le traitement de donnï¿½ mï¿½cales.

Notre mission est de concevoir la prochaine gï¿½ration dï¿½outils pour guider et accompagner les dï¿½loppeurs dans la crï¿½ion dï¿½applications innovantes avec notre framework propriï¿½ire, dans le but dï¿½amï¿½orer la prise en charge des patients et de valoriser le travail des professionnels de santï¿½/p>

Nous recherchons un.e stagiaire en IA/ML pour appliquer des techniques de deep learning ï¿½a crï¿½ion dï¿½un assistant basï¿½ur un LLM (Large Language Model).

Vos missions

Votre mission sera de mettre en place et dï¿½adapter des modï¿½s existants afin de dï¿½lopper un assistant opï¿½tionnel qui aidera les dï¿½loppeurs ï¿½tiliser notre framework propriï¿½ire.

Vous serez impliquï¿½ dans la prï¿½ration et le traitement des donnï¿½, lï¿½optimisation des modï¿½s (fine-tuning, prompt engineering, ï¿½luation), ainsi que leur intï¿½ation et dï¿½oiement dans notre plateforme afin dï¿½assurer une expï¿½ence fluide pour les utilisateurs.

Conception de lï¿½assistant : Dï¿½nir les capacitï¿½et les interactions de lï¿½assistant LLM pour accompagner au mieux les utilisateurs du framework.
Exploration des approches : ï¿½aluer et comparer diffï¿½ntes stratï¿½es telles que le prompt engineering, le fine-tuning, la gï¿½ration augmentï¿½par recherche (RAG) ou des approches hybrides.
Dï¿½loppement de prototypes : Construire et tester des prototypes dï¿½assistants en les intï¿½ant ï¿½otre framework et nos outils de dï¿½loppement.
Prï¿½ration des donnï¿½ : Identifier et sï¿½ctionner la documentation, les exemples et les jeux de donnï¿½ pertinents pour lï¿½entraï¿½ment ou lï¿½amï¿½oration de lï¿½assistant.
ï¿½aluation & itï¿½tion : Tester les performances de lï¿½assistant, recueillir les retours des dï¿½loppeurs et affiner la solution en termes de prï¿½sion, dï¿½utilisabilitï¿½t de rapiditï¿½/li>
Documentation : Tenir ï¿½our une documentation technique claire et des guides dï¿½utilisation pour assurer la maintenance et lï¿½amï¿½oration continue de lï¿½assistant.
Veille scientifique : Suivre les derniï¿½s avancï¿½ en matiï¿½ de LLM afin dï¿½enrichir les capacitï¿½de lï¿½assistant.

Vos Qualifications

Actuellement en Master 2 / Bac+5 en Ecole dï¿½ingï¿½eur ou Universitï¿½avec une spï¿½alisation en Informatique ou domaine ï¿½ivalent, vous recherchez un stage.

Compï¿½nces techniques souhaitï¿½ :

Maï¿½ise de Python et expï¿½ence avec des frameworks de machine learning (PyTorch)
Solides compï¿½nces en rï¿½lution de problï¿½s et en analyse

Compï¿½nces apprï¿½ï¿½ :

Expï¿½ence sur des projets liï¿½aux LLM ou en IA/ML
Familiaritï¿½vec les jeux de donnï¿½ ou applications mï¿½cales

De nature curieuse, autonome, vous ï¿½s force de proposition et savez travailler aussi bien en autonomie quï¿½en ï¿½ipe.

Nous rejoindre c'est aussi

Intï¿½er une entreprise scientifique au cï¿½ur de lï¿½innovation technologique, portï¿½par une forte croissance depuis plus de 40 ans

Principaux avantages et bï¿½fices :

Environnement multiculturel
Cadre de travail convivial axï¿½ur le bien-ï¿½e et la santï¿½li>
Engagement en faveur de la diversitï¿½t de lï¿½inclusion
Politique dynamique de dï¿½loppement de carriï¿½ : plan de formation, mobilitï¿½internes, etc

Inclusion statement

As a game-changer in sustainable technology and innovation, Dassault Systï¿½s is striving to build more inclusive and diverse teams across the globe. We believe that our people are our number one asset and we want all employees to feel empowered to bring their whole selves to work every day. It is our goal that our people feel a sense of pride and a passion for belonging. As a company leading change, itï¿½s our responsibility to foster opportunities for all people to participate in a harmonized Workforce of the Future.

About the Company

Dassault Systèmes, the 3DEXPERIENCE Company, is a catalyst for human progress. We provide business and people with collaborative virtual environments to imagine sustainable innovations. By creating virtual twin experiences of the real world with our 3DEXPERIENCE platform and applications, our customers can redefine the creation, production and life-cycle-management processes of their offer and thus have a meaningful impact to make the world more sustainable. The beauty of the Experience Economy is that it is a human-centered... Know more