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microTech Global Ltd
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Staines-upon-Thames, Surrey
Senior Engineer - Auto ML
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Job Type: Full-time |
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Overview
JOB AD: Our client are one of the biggest consumer electronics brands in the world. They currently looking for an engineer to contribute to the development and automatic optimisation of models for the company's embedded devices. As a 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 - Have technical responsibility for one or more significant sections of the assigned project - Translate complex functional and technical requirements into detailed design Desired Experience: - 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. Desired: - 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 If you are interested in applying for this position or would like more information please get in touch.