Deep Learning Développeur (IT-CE-CDS-2026-137-GRAP) — CERN
NouveauCHF 63 000 - 107 500
CERN · Geneva, GENEVA, Switzerland (GE)
- Lieu
- Genève
- Contrat
- full-time
- Publié
- Hier
SalaireCHF 63 000 - 107 500
Vue d’ensemble du poste
of CERN
Discover a world where the impossible is made possible!
- of CERN
- Discover a world where the impossible is made possible!
- Your responsibilities:
- Take an active role within the TURING project, leading the performance evaluation and use case validation tasks.
- PhD in Data Science, Mathematics or Physics.
- Proven experience developing, training, and deploying deep learning models in production environments, with hands-on expertise in neural network architectures, large-scale data processing, model optimisation, and performance evaluation. Skills:
Responsabilités principales
- Your responsibilities:
- Take an active role within the TURING project, leading the performance evaluation and use case validation tasks.
- Developing a robust prototype capable of generalising across multiple detector use cases.
- Contributing to tightening the collaborations with the CERN experimental physics community on the topic of foundation models for HEP.
Exigences principales
- PhD in Data Science, Mathematics or Physics.
- Proven experience developing, training, and deploying deep learning models in production environments, with hands-on expertise in neural network architectures, large-scale data processing, model optimisation, and performance evaluation. Skills:
- Strong proficiency in Python and deep learning frameworks (PyTorch and/or TensorFlow), machine learning algorithms, data analysis libraries (NumPy, Pandas), GPU-based training, software engineering best practices, Git version control, Docker, and MLOps tools for experiment tracking and model deployment.
- Spoken and written English, with a commitment to learn French. Eligibility criteria:
- You are a national of a CERN Member or Associate Member State .
- You have a professional background in Data Science, Mathematics or Physics (or a related field) and have either:
- a Master's degree with 2 to 6 years of post-graduation professional experience;
- or a PhD with no more than 3 years of post-graduation professional experience.
- You have never had a CERN fellow or graduate contract before.
- Job closing date: 15.09.2026 at 23:59 CEST.
- Contract duration: 24 months, with a possible extension up to 36 months maximum. Working hours: 40 hours per week Job flexibility: Hybrid Target start date: 01-November-2026 This position involves:
Processus de candidature
- Foundation models represent one of the most powerful and promising advancements in Deep Learning, and their application to scientific domains is a rapidly evolving area of research.
- At CERN's IT-CE group, we are exploring the development of a foundation model tailored to particle physics: one capable of interpreting the behavior of particles within High Energy Physics (HEP) detectors and supporting a wide range of tasks relevant to experimental data processing.
- This work is carried out in close collaboration with a multidisciplinary team of experts from leading institutes across Europe in the context of TURING, a EC funded project .
- As a successful candidate, you will contribute to the design and training of transformer-based architectures using data from calorimeters, specialised detectors that measure particle energy in collider experiments.
- Your work will involve investigating methodologies such as self-supervised learning to enable multi-task capabilities, while optimising for computational efficiency.
- We are looking for candidates with a strong background in Computer Science or a closely related field.
- Experience with Deep Learning, transformer models, or scientific data is highly desirable.
- This position is available immediately.
Entreprise et contexte
- Stand-by duty, when required by the needs of the Organization.
- Work during nights, Sundays and official holidays, when required by the needs of the Organization. Job reference: IT-CE-CDS-2026-137-GRAP
- Field of work: Data Science, AI & Analytics Benchmark job: 100020 Research Physicist Global Benefits
- A monthly stipend between 6372-7004 Swiss Francs per month (tax free) depending on your degree.
- 30 days of paid leave per year plus 2 weeks annual closure.
- Coverage by CERN’s comprehensive health insurance scheme (for yourself, your spouse and children), and membership of the CERN Pension Fund.
- Family, child and infant monthly allowances depending on your individual circumstances.
- A relocation package (installation grant and travel expenses) depending on your individual circumstances.
- Possibility to extend your contract up to 36 months.
- On-the-job and formal training including language classes.
Détails supplémentaires
- Proven experience developing, training, and deploying deep learning models in production environments, with hands-on expertise in neural network architectures, large-scale data processing, model optimisation, and performance evaluation.
- Spoken and written English, with a commitment to learn French. Eligibility criteria:
- Contract duration: 24 months, with a possible extension up to 36 months maximum. Working hours: 40 hours per week Job flexibility: Hybrid Target start date: 01-November-2026 This position involves:
- Work during nights, Sundays and official holidays, when required by the needs of the Organization. Job reference: IT-CE-CDS-2026-137-GRAP
- Field of work: Data Science, AI & Analytics Benchmark job: 100020 Research Physicist
Notes et contenu original
- Your profile:
- Spoken and written English, with a commitment to learn French.
- Eligibility criteria:
- Contract duration: 24 months, with a possible extension up to 36 months maximum.
- Working hours: 40 hours per week
- Job flexibility: Hybrid
- Target start date: 01-November-2026
- This position involves:
- Work during nights, Sundays and official holidays, when required by the needs of the Organization.
- Job reference: IT-CE-CDS-2026-137-GRAP
Questions sur cette offre
Quel salaire propose CERN pour ce poste ?
CERN indique CHF 63 000 - 107 500 bruts par an pour ce poste à Genève. Il s'agit du salaire publié dans l'annonce d'origine (ou, si l'employeur ne précise pas de montant, d'une estimation réaliste pour le rôle et le secteur) — le calculateur de ce site le convertit en net réel une fois l'impôt frontalier et les cotisations sociales appliqués.
Est-ce un poste à temps plein, et quel type de contrat propose CERN ?
Cette offre est un poste en temps plein. Le type de contrat affiché ici provient directement de l'annonce originale de l'employeur ; confirmez toujours les horaires exacts, le préavis et la durée d'essai avec CERN pendant le processus de candidature, ces détails pouvant varier même au sein de la même catégorie de contrat.
Ai-je besoin d'un permis de frontalier pour un poste dans le canton de Genève ?
Les résidents UE/AELE domiciliés dans la zone frontalière du pays voisin du canton de Genève peuvent demander un permis G ; l'employeur suisse le dépose auprès de l'office cantonal des migrations après signature du contrat. Les règles de zone frontalière et les délais varient selon le pays voisin et le canton — confirmez les détails auprès de l'office des migrations du canton de Genève ou avec les RH pendant la candidature.
Comment postuler à ce poste chez CERN ?
Utilisez le bouton « Postuler maintenant » sur cette page — il renvoie directement à l'annonce originale de CERN sur jobs.smartrecruiters.com, votre candidature arrive donc directement dans le système de suivi des candidatures de l'employeur. Frontaliere Ticino ne collecte ni ne transmet lui-même les candidatures.
