AI Expert on Anomaly Detection for Distributed Data Networks

Publiceringsdatum: 2025-03-25

Skulle du vilja jobba inom yrken med teknisk inriktning? Positionen som dataingenjör hos CERN är öppen och väntar på en lämplig kandidat - kan det vara du? CERN söker någon som vill arbeta heltid under 6 månader eller längre. Kanske är det du?

Om du redan bor i närheten av ospecificerad arbetsort, är det här din chans att söka ett spännande jobb Företaget CERN erbjuder just nu spännande karriärmöjligheter. Om du vill jobba som dataingenjör har de nu ett ledigt jobb - kolla in annonsen för att se om du har rätt erfarenhet. Sista ansökningsdagen till jobbet som dataingenjör hos CERN är tisdag den tjugonionde april 2025.

Jobbannons

Company Description

At CERN, the European Organization for Nuclear Research, physicists and engineers are probing the fundamental structure of the universe. Using the world's largest and most complex scientific instruments, they study the basic constituents of matter - fundamental particles that are made to collide together at close to the speed of light. The process gives physicists clues about how particles interact, and provides insights into the fundamental laws of nature. Find out more on http://home.cern.

Job Description

Introduction

We are seeking a highly skilled and motivated Artificial Intelligence Expert to join our Frontier Technology group in the IT Department. The successful candidate will work on the development of advanced anomaly detection algorithms based on Deep Learning. These algorithms will be crucial for monitoring and optimizing the Worldwide LHC Computing Grid (WLCG) network infrastructure and, more in general, different aspects of computing workloads deployment optimization in WLCG. Additionally, there is an exciting opportunity to apply these techniques to the field of humanitarian operations, thanks to a recent collaboration between CERN and the World Food Program on Artificial Intelligence.

Functions

In the IT Department Frontier Technology group, you will:

• Develop and deploy anomaly detection algorithms using Deep Learning techniques.
• Collaborate with network engineers and data scientists to understand the requirements and challenges of the WLCG network infrastructure.
• Analyze large-scale network data to identify patterns and anomalies.
• Optimize algorithms for real-time performance and accuracy.
• Conduct experiments and validate the effectiveness of the developed algorithms.
• Explore and apply new anomaly detection techniques to humanitarian operations in collaboration with the World Food Program.
• Document and present findings to stakeholders and contribute to scientific publications.

Stay updated with the latest advancements in AI, Deep Learning, and network monitoring technologies

Qualifications

• Master's degree or PhD or equivalent relevant experience in the field of Computer Science, Artificial Intelligence, Machine Learning or a related field.

Experience

• Proven experience in developing and deploying Deep Learning models, particularly for anomaly detection.
• Solid understanding of CERN network protocols and infrastructure.

Technical competencies:

• Knowledge of programming techniques and languages: strong programming skills in Python and familiarity with Deep Learning frameworks such as TensorFlow or PyTorch
• Administration of networks
• Design of networks

Behavioural competencies:

• Solving Problems: assimilating large quantities of information, identifying key issues and formulating conclusions clearly and concisely. Seeking and integrating other points of view when tackling an issue; consulting experts in the field and undertaking benchmarking
• Achieving Results: having a structured and organised approach towards work; being able to set priorities and plan tasks with results in mind Delivering high quality work on time and fulfilling expectations Driving work / projects along and seeing them through to their conclusion
• Demonstrating Accountability: working conscientiously and reliably; delivering on promises Taking responsibility for own actions and decisions
• Working in Teams: building and maintaining constructive and effective work relationships Seeking to help other team members when own work is done; supporting others
• Communicating Effectively: delivering presentations in a structured and clear way; adjusting style and content to the audience; responding calmly and confidently to questions

Language skills:

Spoken and written English: ability to understand and speak the language in professional contexts. Ability to draw-up technical specifications and/or scientific reports and to make oral presentations. The willingness to acquire French will be an asset.

Additional Information

Eligibility and closing date:

Diversity has been an integral part of CERN's mission since its foundation and is an established value of the Organization. Employing a diverse workforce is central to our success. We welcome applications from all Member States and Associate Member States.

This vacancy will be filled as soon as possible, and applications should normally reach us no later than 29.04.2025

Employment Conditions

Contract type: Limited duration contract (2 years). Subject to certain conditions, holders of limited-duration contracts may apply for an indefinite position.

Working Hours: 40 hours per week

This position involves:

• Work during nights, Sundays and official holidays, when required by the needs of the Organization.

Please make sure you have all the documents needed to hand as you start your application, as once it is submitted, you will not be able to upload any documents or edit your application further