We are pleased to announce a postdoctoral position at CEA's IRFM

Location: Saint Paul lez Durance, Provence-Côte d'Azur, France

Description:
The postdoctoral will work on the Eurofusion project "Towards Tokamak
operations Conversational AI Interface Using Multimodal Large Language
Models".

The scientific objectives and the main tasks:
-   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.

Profil:
-   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.

For more details and apply, visit: CEA Job Offer :
https://www.emploi.cea.fr/offre-de-emploi/emploi-postdoctoral-reasearcher-in-llm-h-f_32094.aspx