Samsung Electronics Perú
Location
Staines upon Thames, Surrey | United Kingdom
Job description
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Senior Machine Learning Research Engineer – Advanced Research (open to permanent or 6 month contract) page is loaded
Position Summary
The AI team at Samsung Research UK is looking for an exceptional Senior Machine Learning Research Engineer to join the growing team in Staines-upon-Thames. The team undertakes projects involving the application of cutting-edge research into proof-of-concept and commercial products for Samsung devices and services. The prospective candidate will have the opportunity to be part of building next generation mobile devices from Samsung. The candidate will contribute to software development and research of new functionalities or enhancing current pipelines on Samsung’s flagship mobile devices. We encourage enthusiastic researchers and engineers with a strong academic background and expertise in development of audio, speech, NLP and vision related applications to apply. You will be poised to grow and expand your programming skills and expertise into a dynamic new set of research problems. This position will require you to work closely with researchers and engineers to enable and accelerate new research efforts for on-device AI and personalised ML. We are particularly keen to hear from candidates with knowledge of federated learning and federated analytics. Ideally they will have publications in top ML/AI conferences or journals (e.g. ICML, NeurIPS, ICLR, CVPR, ACL, EMNLP, or similar).Role and Responsibilities
The main tasks you are expected to perform include, but are not limited to:
Perform 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 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.
Disseminate research output in top tier conferences and journals.
Skills and Qualifications
PhD degree in Computer Science/Engineering, Electrical Engineering, Mathematics, Statistics, 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.
Knowledge of fundamentals of statistical machine learning, distributed learning and deep learning concepts such as model optimization, compression, personalisation and/or incremental learning is required.
Publications in top ML/AI conferences or journals (e.g. ICML, NeurIPS, ICLR, CVPR, ACL, EMNLP, or similar).
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 PyTorch/Tensorflow is a plus).
Excellent communication, teamwork and a results-oriented attitude.
Proficiency in problem solving and debugging.
Desirable Skills
Research and development expertise for federated learning and federated analytics.
Expertise in deploying AI on Android.
Contribution to open source ML frameworks such as – PyTorch, TensorFlow, TensorFlow Lite, etc.
Contract Type: permanent or 6 month contract (inside IR35)
Location: Staines-upon-Thames, Surrey, UK
Hybrid Policy: 3 days a week onsite and 2 days working from home if preferred
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Samsung Electronics is a global leader in technology, opening new possibilities for people everywhere. Through relentless innovation and discovery, we are transforming the worlds of TVs, smartphones, wearable devices, tablets, digital appliances, and network systems, and the entire semiconductor industry with our memory, system LSI, foundry, and LED solutions. Samsung is also leading in the development of the Internet of Things through, among others, our Smart Home and Digital Health initiatives.
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