Machine Learning Lead

5 days ago

StainesuponThames, United Kingdom Samsung Electronics Full time

**Position Summary**

**Role and Responsibilities**

As a Machine learning leader, you will:

- Support and coach high performing machine learning researcher through regular 1:1s.
- Lead software engineering and development activities including requirements analysis, design, implementation, testing, deployment, and code maintenance.
- Understand and address software engineering questions that arise in research planning.
- Maintain knowledge of current and future software development tools and techniques for machine learning and AI research.
- Develop novel methods to improve on-device system performance, model size and accuracy.
- Develop and deploy state-of-the-art solutions for real-world large-scale AI problems with commercialization goals on Samsung devices.
- Have technical responsibility for one or more significant sections of the assigned research project.
- Translate complex functional and technical requirements into detailed design.

**Skills and Qualifications**

**Required Skills**:

- MSc/PhD degree in Artificial Intelligence, Computer Science/Engineering, Electronics, Mathematics, or related disciplines (an equivalent period of industrial experience may be substituted).
- Demonstrated success:

- Professional software development experience with C++/ Python is required.
- Consistently using conventional and readable coding style.
- Performing test-driven development.
- Creating comprehensive and well-written documentation.
- Participating in regular code reviews.
- Developing and maintaining reproducible build systems.
- Familiarity with software engineering practices and tools such as Git, CI, Agile, etc.
- Excellent knowledge of fundamentals of machine learning and deep-learning concepts such as deep neural networks and personalisation is required.
- A proven track record in AI model development and deployment (on embedded devices is a plus).
- Experience with programming using machine learning frameworks (strong experience in Tensorflow is a plus).
- Good familiarity with relevant python libraries (such as NumPy) and tools (such as TensorBoard).
- Excellent communication, team work and a results-oriented attitude.
- Proficiency in problem solving and debugging.

**Desirable Skills**
- Research and development expertise of speech processing, and language modelling (e.g. speech recognition, NLP/NLU etc.)
- Project leadership and/or line management experience
- Expertise in deploying AI on Android.
- Publications in top ML/AI conferences (e.g. ICML, NeurIPS, Interspeech, SysML or similar).
- Contribution to open source ML frameworks such as -TensorFlow, TensorFlow Lite, etc.

**Contract Type**:Permanent

**Job Location**:Staines-upon-Thames, Surrey, UK

**Hybrid Working**:A working week will be 3 days working from the office and 2 days working from home

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