Deep Learning Developer (IT-CE-CDSGRAP)

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 CERNs 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.

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.

Your profile:

• 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 Masters 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.

Additional Information :

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:

• 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-CDSGRAP

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 CERNs 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.

Overview of CERN - Discover a world where the impossible is made possible!

At CERN the European Organization for Nuclear Research we are pushing the frontiers of science and technology. Our groundbreaking work brings together not only physicists but also a diverse range of professionals from engineering technical scientific and administrative fields. Together we foster an environment where innovation and collaboration thrive.

Every day we face exciting new challenges and opportunities to contribute to cutting-edge research that shapes our understanding of the universe. We meet these challenges through the diverse perspectives within our teams ensuring every contribution is valued and driving our shared sense of inclusion and purpose. Diversity is a core value of CERN since its foundation and it remains central to our mission and continued success.

If you are ready to be part of a dynamic inclusive community pushing the boundaries of knowledge CERN is the place where your curiosity and skills can thrive. Be part of our mission to uncover what lies at the heart of the universe! TAKE PART!

More information about us here:

Remote Work :

No

Employment Type :

Full-time