Senior Engineer – Federated Machine Learning

Samsung
Published
July 2, 2020
Location
Staines-Upon-Thames, United Kingdom
Category
Job Type

Description

We are currently looking for exceptional AI and ML experts to join our growing team in Staines-upon-Thames. This is a great opportunity to work on next generation mobile devices from Samsung.

We need enthusiastic engineer with a strong academic and experience in Machine Learning frameworks and tools. The candidate will contribute to the development and optimisation of privacy-preserving Federated Learning ML frameworks for Samsung embedded devices.

Role and Responsibilities

As a Federated Machine Learning Engineer you will:

  • Research and develop scalable, privacy-preserving and federated machine learning framework for Samsung’s embedded devices
  • Develop innovations to optimize Machine Learning frameworks and libraries to enable learning on device and deliver class-leading performance
  • Analyse Machine Learning models and identify optimisations
  • Have technical responsibility for one or more significant sections of the assigned project

Translate complex functional and technical requirements into detailed design

Skills and Qualifications

Required Skills

  • A degree in Computer Science, Electronics, Natural Science, Mathematics, Engineering or any related discipline (an equivalent period of industrial experience may be substituted).
  • Experience using Machine Learning frameworks like, TensorFlow, pyTorch etc.)
  • Excellent programming skills(Python, Java, C or C++ )
  • Work experience in audio or vision
  • Basic experience with Android
  • Excellent communication, team work and a results-oriented attitude
  • Proficiency in problem solving and debugging

Desirable Skills

  • Experience with CNN / RNN / Auto Encoders / LTSM
  • Experience in Differential Privacy and Federated Learning
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