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Machine Learning Engineer for Next Generation Triggers (NGT)(m/w/x)
Operating and optimizing the NGT ML platform at CERN, managing cluster resources and integrating new hardware. Production ML systems deployment and operation experience required. 30 days paid leave, comprehensive health insurance.
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Anforderungen
- Master's Degree or equivalent relevant experience
- Knowledge in machine learning systems, ideally with hands-on experience deployment and operating such services in production
- Familiarity with Kubernetes, containerisation, CI/CD, observability and model lifecycle management
- Experience using GPU and/or other accelerator platforms, including performance tuning and optimisation of inference workloads
- Familiarity with open-source ecosystems and willingness to contribute, evaluate upstream projects and follow community best practices
- Enthusiasm for learning new technologies and contributing to cutting-edge scientific computing
- Knowledge of operating systems
- Knowledge of system configuration tools
- Architecture and design of ICT systems
- Identification and selection of relevant emerging ICT technologies
- Knowledge and application of software life-cycle tools and procedures
- Teamwork skills, fitting into a team, participating fully and taking an active role
- Problem-solving skills, breaking down complex problems
- Self-management skills, taking initiative and making things happen
- Relationship-building skills, appreciating others' ideas and encouraging expression of views
- Spoken and written English, commitment to learn French
Aufgaben
- Develop and operate the NGT ML platform.
- Manage cluster resources.
- Integrate new resources (on-premises or external).
- Optimize resource usage (e.g., CPU/GPU/RAM affinity).
- Optimize MLOps workflows for model deployment, observability, and lifecycle management & versioning.
- Extend cloud-native infrastructure for workload scheduling, system monitoring & accounting, and cost control.
- Produce and present reference architectures, documentation, and best practices.
- Ensure efficient collaboration with IT and other departments.
- Ensure constant alignment with external research and industry organizations.
Berufserfahrung
Ausbildung
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Tools & Technologien
Benefits
- 30 days paid leave
- 2 weeks annual closure
- Comprehensive health insurance
- CERN Pension Fund membership
- Family, child and infant monthly allowances
- Relocation package
- Installation grant
- Removal expenses
- Travel expenses
- Contract extension up to 8 years
- Eligibility for indefinite contract tenure
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Zur Originalanzeige bei CERNÜber das Unternehmen
The company is the European Organisation for Nuclear Research, focusing on probing the fundamental structure of the universe through particle physics.
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