What you'll do
You will help support and run machine learning applications on the CAFEIN platform at CERN. Your work will focus on keeping ML systems running smoothly, reliably, and at scale. This junior role involves learning and applying MLOps and DevOps practices, such as turning trained models into production services, managing data and training pipelines, and helping integrate federated learning tools across distributed systems.
Your responsibilities
- Implement machine learning algorithms in Python using TensorFlow, PyTorch, or scikit‑learn.
- Develop and deploy federated learning software.
- Support the CAFEIN microservices platform using Kubernetes.
- Manage data flows between databases and backend systems using tools like Spark.
- Perform data analysis and EDA to identify insights and new use cases.
Still here? Let's make a quick check about
Your profile
- Experience implementing ML/DL models in Python.
- Experience with anomaly detection, segmentation, or GNNs.
- Experience with Generative AI, LLMs, or RAG systems.
- Experience with federated learning tools or algorithms.
- Experience deploying services using Kubernetes and microservices.
- Experience with distributed data processing or managing backend data flows.
- Experience in particle accelerators or healthcare applications (advantage).
- Your studies focused on Data Science, IT.
Your skills
- Strong Python skills and proficiency with ML/DL frameworks.
- Knowledge of anomaly detection, image segmentation, and GNN concepts.
- Understanding of Generative AI, agentic AI, LLMs, and RAG.
- Understanding of federated learning and privacy-preserving ML.
- Knowledge of Docker, Kubernetes, microservices, and CI/CD practices.
- Familiarity with distributed data processing and data pipelines (e.g., Spark).
- Basic understanding of applied ML domains (medical, industrial, anomaly detection).
- Spoken and written English, with a commitment to learn French.
Global Benefits at CERN
Let's get you ready
Be sure to meet the eligibility criteria
- You are a national of a CERN Member State or Associate Member State. Currently, we cannot consider applications from Pakistani and Lithuanian nationals for positions with a 2026 start date, as the ceiling defined under Article II.5 of the Associate Membership Agreement has been reached.
- By the application deadline, you have a maximum of 2 years of professional experience since graduation in the respective field and your highest educational qualification is either a bachelor’s or master’s degree. You must have a university degree and can’t hold a PhD.
- You have never had a CERN fellow or graduate contract before.
- Please pay attention to the additional criteria and requirements for this specific position and mentioned above.
You will need these documents to complete your application
- Your CV (English or French)
- A copy of your most relevant diploma or a certificate of achievement from your school (if you don't yet have your paper diploma)
- Any document you consider relevant to your application