Salesforce.com, Inc 2019 Intern - Deep Learning Research in Palo Alto, California
Salesforce Research (previously MetaMind) is looking for outstanding research interns. Ideal candidates have a strong background in one or more of the following fields: - deep learning,- machine learning,- natural language processing,- computer vision, or- reinforcement learning Applied to, for example: text categorization, text summarization, information extraction, question answering, dialogue learning, machine translation, language and vision, image classification, image segmentation, or object detection. Candidates that have published in top-tier conferences or journals (e.g. NIPS, ICML, ACL, EMNLP, CVPR, ICCV, SIGKDD, ICDM, ICLR, PAMI, JMLR, TACL, IJCV) are preferred. As a research intern, you will work with a team of research scientists and engineers on a project that ideally leads to a submission to a top-tier conference. Requirements: - PhD/MS candidate in a relevant research area- Excellent understanding of deep learning techniques, i.e., CNN, RNN, LSTM, GRU, attention models, and optimization methods- Experience with one or more deep learning libraries and platforms, e.g. Torch, TensorFlow, Caffe, or Chainer- Strong background in machine learning, natural language processing, computer vision, or reinforcement learning- Strong algorithmic problem solving skills- Programming experience in Python, Lua, Java, or a similar languageThis internship is a minimum of 3 months.
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