Advancing Fundamentals of Semantic

il y a 3 jours

Grenoble, France CEA Temps plein

Description du poste

**Domaine**:

- Composants et équipements électroniques

**Contrat**:

- CDD

**Intitulé de l'offre**:

- Advancing Fundamentals of Semantic & Goal-Oriented Communications & Machine Learning for 6G Networks H/F

**Statut du poste**:

- Cadre

**Durée du contrat (en mois)**:

- 36 mois

**Description de l'offre**:

- Key Responsibilities:

- Conduct fundamental research in semantic and goal-oriented communications, focusing on how meaning and context can be incorporated into communication systems, beyond traditional data transmission models.
- Explore goal-oriented communication paradigms, where the effectiveness of transmitted information is measured by its contribution to a specific task or objective.
- Develop new AI-driven models that integrate the understanding of context, relevance, and intent in network communication.
- Investigate the efficiency, sustainability and reliability of data transmission, focusing on selective information sharing and minimizing redundancy in large-scale, distributed networks.
- Study the theoretical and algorithmic design principles of domain transferability-based general optimization policies and their adaptation to pragmatic, goal-oriented policies.
- Publish research outcomes in leading journals and conferences, and contribute to the scientific community through workshops and presentations.
- Ph.D. in Electrical Engineering, Computer Science, Telecommunications, or a related field.
- Strong background in communication theory, information theory, machine learning, or artificial intelligence.
- Experience with next-generation communication systems (e.g., 5G/6G), including network architecture, protocols, and AI-driven network management.
- Proven research track record demonstrated by high-quality publications.
- Excellent programming skills (e.g., Python, MATLAB) and familiarity with machine learning frameworks.
- Strong analytical and problem-solving skills, with the ability to work both independently and collaboratively.
- Excellent English communication skills, both written and verbal.
- Experience on an NS-3 network simulator and mastery of C and C++ languages is a plus.

Localisation du poste

**Site**:

- Grenoble

**Localisation du poste**:

- France, Auvergne-Rhône-Alpes, Isère (38)

**Ville**:

- Grenoble

**Langues**:

- Anglais (Intermédiaire)

**Formation recommandée**:

- Bac +5

Demandeur

**Disponibilité du poste**:

- 03/03/2025

Informations générales

**Entité de rattachement**:
Le CEA est un acteur majeur de la recherche, au service des citoyens, de l'économie et de l'Etat.

Il apporte des solutions concrètes à leurs besoins dans quatre domaines principaux : transition énergétique, transition numérique, technologies pour la médecine du futur, défense et sécurité sur un socle de recherche fondamentale. Le CEA s'engage depuis plus de 75 ans au service de la souveraineté scientifique, technologique et industrielle de la France et de l'Europe pour un présent et un avenir mieux maîtrisés et plus sûrs.

Implanté au cœur des territoires équipés de très grandes infrastructures de recherche, le CEA dispose d'un large éventail de partenaires académiques et industriels en France, en Europe et à l'international.

Les 20 000 collaboratrices et collaborateurs du CEA partagent trois valeurs fondamentales:

- La conscience des responsabilités
- La coopération
- La curiosité

**Référence**:2025-34995

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