Machine Learning Research in Advanced Research

5 days ago


StainesuponThames, United Kingdom MicroTECH Global Ltd Full time

JOB AD:
Role and Responsibilities

As a Research Engineer, you will:

- 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.
- 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).
- Professional software development experience with C++/ Python is required.
- Participated in regular code reviews.
- Developed and maintained reproducible build systems.
- Familiarity with software engineering practices and tools such as Git, CI, Agile, etc.
- Knowledge of fundamentals of machine 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, Interspeech 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).
- This position offers a hybrid work flow and fantastic benefits.



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