Renault Group is offering a remote internship for a Master’s level student in AI or Data Science, focusing on the development of a next-generation engineering assistant using generative AI and language models. The position involves hands-on projects related to the automotive industry's digital transformation, providing a valuable learning experience
Job Summary
Contribute to the design, evaluation, and prototyping of an intelligent engineering assistant based on generative AI.
Conduct a comparative study of SLM vs LLM focusing on business quality, latency, inference costs, robustness, and memory footprint.
Develop a RAG pipeline using vector databases and contribute to the definition of a hybrid SLM+LLM architecture.
Matching Summary
Match Score: 85
Renault Group is offering a remote internship for a Master’s level student in AI or Data Science, focusing on the development of a next-generation engineering assistant using generative AI and language models. The position involves hands-on projects related to the automotive industry's digital transformation, providing a valuable learning experience.
Skills & Requirements
Must-have
Small Language Models (SLM)
Large Language Models (LLM)
Retrieval-Augmented Generation (RAG)
Python, PyTorch or TensorFlow
HuggingFace and Git
Nice-to-have
NLP, MLOps or model optimization
Curiosity and scientific rigor
Good writing and synthesis skills
Key Requirements
BAC +5 degree in AI/Data Science/Computer Science
Experience with fine-tuning (LoRA/QLoRA), quantization
Knowledge of RAG, vector DB, embeddings
Understanding of deployment (Docker, conda/env, APIs)