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Job Location | Manchester |
Education | Not Mentioned |
Salary | 60,000 - 80,000 per annum |
Industry | Not Mentioned |
Functional Area | Not Mentioned |
Job Type | Permanent , full-time |
JOB AD:The AI Research Team is an intellectually stimulating environment that has a track record of success. Projects in the team focus on enabling high performance, state-of-the-art machine learning (e.g. CNN, DNN, RNN) and computer vision (e.g. object detectionand recognition, SLAM) algorithms in low power environments.You will:Carry out world-leading research into machine learning algorithms Identify and plan new research topics of value to the company Propose and develop patentable ideas Investigate improvements to existing algorithms and technologies Implement simulations anddemonstrations of new algorithms and technologies Write technical reports and white papers describing developed technologies Interact with development and marketing teams to take ideas from research into products.You have;A PhD in machine learning, computer vision or related area with industry or post-doc experience Excellent knowledge of machine learning (e.g. CNNs, RNNs, reinforcement learning, supervised and unsupervised learning) and applying it to at least one of thefollowing areas:Computer vision, object detection and localization, speech recognition, natural language processing Hands on experience with at least one of the following tools: Tensorflow, PyTorch, Caffe, mxnet Evidence of successful research (e.g. publications, patents,products) Good knowledge of C/C++ development Good mathematical background (e.g. linear algebra, numerical optimisations, probability theory, etc.) Experience of developing efficient algorithms You might also have;Experience of developing efficient machine learning algorithms suitable for hardware or software implementation Experience of GPU compute (e.g. OpenCL, CUDA, Renderscript, DirectCompute) or graphics (e.g. DirectX, OpenGL, Vulkan) Experience of generatingand identifying patentable ideas Experience of supervising team members and/or managing research projects