C

CERN

International particle physics research laboratory

Machine Learning Engineer

Applied Machine LearningPosted on Nov 12
Full-timeGeneva, SwitzerlandCHF9.2k /mo

About the Job

Requirements

  • A Master's degree or equivalent relevant experience in Machine Learning, Computer Science, Data Science, or a related field.
  • Demonstrated experience developing and deploying federated learning solutions in real-world environments.
  • Proficiency in federated learning techniques, including aggregation algorithms, communication and network architecture, security, and privacy features.
  • Hands-on experience with network security, including certificates, encryption, access control, authorisation, and authentication.
  • Proven experience coordinating or technically leading machine-learning deployments.
  • Knowledge of software life-cycle tools and procedures, including Git and GitLab.
  • Knowledge of programming techniques and languages, including Python and deep learning frameworks such as TensorFlow, Keras, PyTorch, JAX, or scikit-learn.
  • Knowledge of testing, diagnosing, and optimising software.
  • Knowledge of best practices for developing secure software.
  • Knowledge of computing-system administration, upgrades, security patching, system and data migrations, backup, and recovery.
  • Spoken and written English, with a commitment to learn French.

Responsibilities

  • Develop and test federated learning software and algorithms.
  • Implement and evaluate privacy-preserving techniques, including differential privacy and homomorphic encryption.
  • Develop tools to optimise data ingestion and assess the quality of data and images.
  • Design and run machine-learning experiments using Python and libraries such as TensorFlow, PyTorch, or scikit-learn.
  • Analyse data using statistical methods and visualisation for exploratory data analysis.
  • Implement and benchmark state-of-the-art machine-learning methods, optimising federated learning for utility, communication efficiency, energy use, and scalability.
  • Design and deploy Internet of Things-based federated learning architectures.

Desired Qualifications

  • Experience in data analysis in a healthcare environment.

About the Company

CERN

International particle physics research laboratory

CERN operates the Large Hadron Collider, the world's largest particle accelerator, through an international collaboration of 25 member states. Its four major experiments—ALICE, ATLAS, CMS, and LHCb—probe fundamental questions about matter and the universe, leading to discoveries like the Higgs boson. What sets CERN apart is its role as a neutral ground for global scientific cooperation, having also given rise to the World Wide Web. The goal is to advance humanity's understanding of the fundamental laws of nature.

Company size
5,001-10,000
Company stage
Not listed
Total funding
Not listed
Headquarters
Meyrin, Switzerland
Founded
1954

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