Inside this Business Group
MS or PhD in CS, Artificial Intelligence or related field. 5+ years of experience in Machine Learning with at least 2 years focused on Deep Learning. A track record of improving upon state of the art deep learning techniques. Good understanding of CNNs, RNNs, reinforcement learning, supervised and unsupervised learning. Strong math background particularly in optimization theory and stochastic algorithms. Hands on experience with at least one of the following tools: Caffe, Torch, TensorFlow, Theano, or similar. Excellent written and verbal communication skills. Strong programming skills. Additional Preferred Skills and Experience: 10+ years in GPU/Parallel architectures. GPGPU programming languages, APIs, drivers, compilers experience is highly desired. Understanding of Power and Performance modelling principles and tools is desired. Knowledge and experience in application areas such computer vision, speech recognition, image processing is highly desired. HW design/validation experience a plus.