Senior Engineer – Auto ML

Samsung
Published
May 1, 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 good opportunity to work on next generation mobile devices from Samsung.

We need enthusiastic engineers with a strong academic and experience in Machine Learning. The candidate will contribute to the development and automatic optimization of models for Samsung’s embedded devices.

As and Machine Learning Engineer you will:

  • Innovate novel methods to automatically improve AI performance, model size and accuracy
  • Work on state-of-the-art AI problems with commercialization goals on Samsung devices
  • 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

  • MSc/PhD degree in Artificial Intelligence, Computer Science/Engineering, Mathematics, or related disciplines (an equivalent period of industrial experience may be substituted).
  • Excellent knowledge of Machine Learning fundamentals and deep-learning concepts such as DNNs, CNNs, RNN, Reinforcement learning is required.
  • A proven track record in machine learning model development and deployment.
  • Excellent programming experience in Python and/or C/C++
  • Experience programming with popular machine learning frameworks (strong experience in Tensorflow will be a plus)
  • Good familiarity with relevant python libraries (such as numpy) and tools (such as TensorBoard)
  • Familiarity with software engineering practices and tools such as Git, CI, Agile development, etc.
  • Excellent communication, team work and a results-oriented attitude
  • Proficiency in problem solving and debugging

Desirable Skills

  • ANN model parameter search and optimization e.g. evolutionary algorithm, Bayesian optimization
  • Publications in top ML conferences (e.g. ICML, ICCV, SysML or similar)
  • Contribution to open source ML frameworks such as –TensorFlow, TensorFlow Lite, etc.
  • Experience with computer vision algorithms
  • ANN model parameter search and optimization

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