Postdoctoral Researcher in Large Language Models
il y a 1 semaine
We are seeking a highly skilled Postdoctoral Researcher to join our team at CEA, working on the Eurofusion project "Towards Tokamak operations Conversational AI Interface Using Multimodal Large Language Models".
Main Objectives- Develop a Large Language Model workflow capable of processing diverse data formats—textual, visual, and numerical—to support session leaders/coordinators for tokamak operations before and during experiments, and continuously integrating information from new experiments.
- Create an interactive conversational AI tool to assist session leaders/coordinators during tokamak operations, by providing quick access to critical information and operational insights.
- Build a workflow Tokamak_LLM conversational model: that integrates multi-source data from tokamak operations, including experimental logs in various formats.
- Conduct a comprehensive training plan to select suitable open-source LLMs, focusing on model-data compatibility and computational demands, hyper parameter optimization.
- Enhance capabilities to interact with a variety of databases, and APIs to fetch and synthesize information from multiple sources seamlessly.
- Improve the reliability and accuracy of outputs focus on minimizing the occurrence of hallucinations (false or misleading information generated by the models) through advanced detection mechanisms and reliance on verified data sources.
- Linux systems, Pytorch/Tensorflow, Python
- PhD in computer science or related field, with a focus on machine learning, natural language processing (NLP), large language models (LLM), multimodal foundation models and generative AI.
- Strong theoretical and practical knowledge of natural language processing, including experience with state-of-the-art architectures.
- Mastery of deep learning frameworks (e.g. PyTorch, TensorFlow, etc.) and libraries commonly used in natural language processing and generative AI.
- Strong programming skills in Python and ability to write clean, efficient and well-documented code.
- Excellent problem-solving skills, analytical mind and perseverance in problem-solving.
- Strong communication skills and ability to work effectively in a collaborative research environment and in an international network of collaborators.
- A good knowledge of English is essential.
You will work in a group with expertise in a wide range of fields, from IT infrastructure administration to scalable AI model development.
You will interact with research engineers who are experts in the fields required to operate a tokamak in an international context.
You will benefit from 100 days' paid teleworking.
In line with CEA's commitment to the integration of disabled people, this position is open to all. The CEA offers accommodation and/or organizational possibilities for the integration of disabled workers.
-
Postdoctoral Researcher in Large Language Models
il y a 6 jours
Jouques, Provence-Alpes-Côte d'Azur, France CEA Temps pleinAbout the RoleWe are seeking a highly skilled Postdoctoral Researcher to join our team at CEA, working on the Eurofusion project "Towards Tokamak operations Conversational AI Interface Using Multimodal Large Language Models".Main ObjectivesDevelop a Large Language Model workflow capable of processing diverse data formats—textual, visual, and numerical—to...
-
Postdoctoral Researcher in Acoustic Imaging
il y a 1 semaine
Jouques, Provence-Alpes-Côte d'Azur, France CEA Temps pleinJob DescriptionCompany OverviewThe CEA (Commissariat à l'Energie Atomique) is a French public research organization that focuses on nuclear energy, defense, and technological research. As a leading player in the field of advanced imaging techniques, the CEA is seeking a highly skilled researcher to join its team.Job SummaryWe are looking for a postdoctoral...
-
Postdoctoral Researcher in Acoustic Imaging
il y a 4 semaines
Jouques, Provence-Alpes-Côte d'Azur, France CEA Temps pleinPosition Overview: CEA is at the forefront of innovation, focusing on the advancement of industrial techniques in acoustic Particle Image Velocimetry (PIV). We are seeking a postdoctoral researcher to tackle significant challenges, particularly those associated with high acoustic impedance barriers. The primary objective of this role is to enhance...
-
Research Scientist in Ultrasonic Propagation
il y a 1 semaine
Jouques, Provence-Alpes-Côte d'Azur, France CEA Temps pleinAbout the JobWe are seeking a highly skilled Postdoctoral Researcher to join our team at the CEA (Commissariat à l'Energie Atomique) in the field of acoustic imaging. The successful candidate will be responsible for developing and implementing innovative solutions for acoustic imaging through metal walls, a critical challenge in the field.Key...
-
Research Scientist in Ultrasonic Propagation
il y a 1 semaine
Jouques, Provence-Alpes-Côte d'Azur, France CEA Temps pleinAbout the JobWe are seeking a highly skilled Postdoctoral Researcher to join our team at the CEA (Commissariat à l'Energie Atomique) in the field of acoustic imaging. The successful candidate will be responsible for developing and implementing innovative solutions for acoustic imaging through metal walls, a critical challenge in the field.Key...
-
Acoustic Imaging Specialist
il y a 3 semaines
Jouques, Provence-Alpes-Côte d'Azur, France CEA Temps pleinAbout CEA's Innovative Project CEA is at the forefront of developing an industrial method for acoustic PIV (or echo-PIV). This cutting-edge technology holds immense potential, and we are seeking a highly motivated postdoctoral candidate to join our team and contribute to overcoming key challenges in this field. Your Role: A Pioneer in Acoustic Imaging As an...
-
Research Associate in Echo-PIV Technology
il y a 4 semaines
Jouques, Provence-Alpes-Côte d'Azur, France CEA Temps pleinPosition Overview: CEA is at the forefront of advancing industrial techniques in acoustic Particle Image Velocimetry (PIV), specifically echo-PIV. We are seeking a dedicated postdoctoral researcher to tackle significant challenges, particularly those associated with high acoustic impedance barriers. Your primary objective will be to enhance acoustic...
-
Acoustic PIV Postdoctoral Fellow
il y a 4 semaines
Jouques, Provence-Alpes-Côte d'Azur, France CEA Temps pleinPosition Overview: CEA is at the forefront of innovation, focusing on the advancement of industrial techniques in acoustic Particle Image Velocimetry (PIV). We are seeking a dedicated postdoctoral researcher to assist in addressing significant challenges, particularly those associated with high acoustic impedance barriers. The primary objective of this...
-
Acoustic Imaging Specialist
il y a 1 semaine
Jouques, Provence-Alpes-Côte d'Azur, France CEA Temps pleinJob DescriptionCompany OverviewThe CEA (Commissariat à l'Energie Atomique) is a French public research organization that focuses on nuclear energy, defense, and technological research. As a leading player in the field of advanced imaging techniques, the CEA is seeking a highly skilled researcher to join its team.Job SummaryWe are looking for a postdoctoral...
-
Real-Time Systems Engineer
il y a 3 semaines
Jouques, Provence-Alpes-Côte d'Azur, France Assystem Temps pleinDevelop Cutting-Edge Control Systems for ITERAssystem is seeking a talented Real-Time Systems Engineer to contribute to the development and maintenance of control systems for the ITER project, the world's largest tokamak. As part of a dynamic team, you will play a vital role in ensuring the successful operation of this groundbreaking experimental fusion...
-
Software Developer for Scientific Computing
il y a 3 semaines
Jouques, Provence-Alpes-Côte d'Azur, France CEA Temps pleinAbout CEA CEA is a leading research organization dedicated to advancing scientific knowledge and developing innovative technologies for the benefit of society. We are committed to tackling major societal challenges through cutting-edge research in fields such as energy, health, and defense. Job Description We are seeking a talented Software Developer to...
-
Low Current Engineer
il y a 3 semaines
Jouques, Provence-Alpes-Côte d'Azur, France Assystem Temps pleinAssystem is seeking a skilled Low Current Engineer to contribute to cutting-edge projects in the nuclear sector.As part of our team, you will play a vital role in technical studies and monitoring missions related to low current systems. Your responsibilities will encompass design studies, consultation phases, and overseeing the execution of market holder...
-
Nuclear Waste Engineer
il y a 3 semaines
Jouques, Provence-Alpes-Côte d'Azur, France SOM Aix-en-Provence Temps pleinAbout SOM Aix-en-Provence SOM Aix-en-Provence is a leading organization in the field of nuclear waste management, dedicated to developing innovative solutions for a sustainable future. Waste Nuclear Engineer We are seeking a highly motivated and experienced Waste Nuclear Engineer to contribute to our team's mission of ensuring responsible and efficient...
-
Automation Engineer
il y a 2 semaines
Jouques, Provence-Alpes-Côte d'Azur, France Assystem Temps pleinJob Title: Automation Engineer at ITER ProjectKey Responsibilities:Analyze technical requirements for ITER's control system design, ensuring seamless integration with existing infrastructure.Program PLC Siemens automation systems, leveraging expertise in control system design and implementation.Support testing phases on and off-site, including writing test...
-
Ingénieur en Physique pour l'Optimisation du Code METIS H/F
il y a 4 semaines
Jouques, Provence-Alpes-Côte d'Azur, France CEA Temps pleinPrésentation du poste Le code de transport METIS est essentiel pour la modélisation des scénarios plasmas dans le domaine de la fusion nucléaire. Grâce à des modèles simplifiés qui nécessitent un temps de calcul réduit, il permet de préparer efficacement de nouveaux scénarios plasmas et d'explorer des conceptions innovantes pour les...
-
Mechanical Supervisor
il y a 2 semaines
Jouques, Provence-Alpes-Côte d'Azur, France Jacobs Temps pleinAbout the RoleWe are seeking a highly skilled Mechanical Supervisor to join our team at Jacobs, a leading provider of technical, professional, and construction services. As a Mechanical Supervisor, you will play a critical role in ensuring the safe and efficient execution of construction activities on our ITER project in France.Key ResponsibilitiesImplement...
-
Contract Assistant
il y a 1 semaine
Jouques, Provence-Alpes-Côte d'Azur, France Assystem Temps pleinDescription of the PositionUnder the responsibility of Olivier, our agency manager, you will join our Assystem team.You will have the opportunity to accompany Switchers on an experimental project of scope that brings together 35 countries engaged in the construction of the largest tokamak ever designed. This machine aims to demonstrate that fusion - the...
-
Contract Management Specialist
il y a 1 semaine
Jouques, Provence-Alpes-Côte d'Azur, France Assystem Temps pleinDescription of the PositionUnder the responsibility of Olivier, our agency manager, you will join our Assystem team.You will have the opportunity to accompany Switchers on an experimental project of scope that brings together 35 countries engaged in the construction of the largest tokamak ever designed. This machine aims to demonstrate that fusion - the...
-
Stage - Ingénieur en simulation de sels fondus H/F
il y a 4 semaines
Jouques, Provence-Alpes-Côte d'Azur, France CEA Temps pleinPrésentation de l'offre Le Département d'Etudes des Combustibles (DEC) du CEA de Cadarache se consacre à la recherche et au développement sur les combustibles utilisés dans les réacteurs nucléaires, mettant en avant des compétences exceptionnelles : - en conception et exécution d'essais pour caractériser le comportement des combustibles dans...
-
Jouques, Provence-Alpes-Côte d'Azur, France CEA Temps pleinDescription du poste Le code de transport METIS est essentiel pour la simulation des scénarios plasmas dans le domaine de la fusion nucléaire. Grâce à des modèles simplifiés qui nécessitent un temps de calcul réduit, il permet une préparation rapide et efficace de nouveaux scénarios plasmas, tout en testant des conceptions innovantes pour les...
