Geforderte Skills
- Python
- Node.js
- SQL
- Large Language Models (LLMs)
- Retrieval-Augmented Generation (RAG)
- Vector Databases
- Docker
- Kubernetes
- GitLab CI/CD
- MLOps
- MLflow
- API Development
- Natural Language Processing (NLP)
- Audio Transcription
- Cloud
- Observability
- Performance Testing
- Autonomy
Sprachen: French
Jobbeschreibung
Develop and expose business services via API, focusing on generative AI, LLM architectures, RAG systems, NLP, and audio transcription. Ensure production deployment and model quality monitoring.
Project overview
Within the Product and Technologies department, you will join a cross-functional team dedicated to artificial intelligence and contribute to the development of solutions for information offerings. Your mission will notably cover generative AI, large language model architectures, retrieval-augmented generation (RAG) systems, natural language processing, and audio transcription.
You will develop and expose business services via API, particularly for transcription, article and comment classification, SEO-optimized title creation, and contextualization. You will design LLM architectures and RAG solutions based on embedding models and vector databases. You will also ensure production deployment with Docker, Kubernetes, and continuous integration and deployment pipelines. Finally, you will monitor and evaluate model quality with MLflow, particularly using reference datasets, automated evaluations, and monitoring prompt evolution.
Profile
3 to 5 years of significant experience in AI/ML/DL development, with production deployments.
Proficiency in Python and/or Node.js, SQL, LLMs, RAG, and vector databases.
Experience with Docker, Kubernetes, GitLab CI/CD, MLOps, and MLflow.
Skills in NLP, audio transcription, and business API development.
Knowledge of cloud, observability, and performance testing; autonomy, fluency in French, and ability to explain technical concepts to non-technical stakeholders, especially journalists.
Ile de France 2 to 3 days of mandatory on-site presence
Work environment
Our client contributes to social and cultural life by offering information programs and content for a wide audience. Its ambition is to design a relevant and high-quality editorial offering that meets audience expectations and the specific requirements of its mission.
The teams work in an environment where technologies help evolve the formats and services offered. Innovation, reliability, and information quality are at the heart of this activity's challenges.
Project details
- Start: 07/11/2026
- Duration: 12 mois renouvelable
- Remote: hybrid
- Location: Paris, France, FR
- Languages: French
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