Title: Research Scientist – Multimodal Machine Learning
Company: Samsung Research America (SRA)
Lab: Artificial Intelligence Center
Location: Mountain View, CA
The AI center at Samsung Research America (SRA), located in Mountain View, CA, is looking for an outstanding and highly self-motivated researcher/engineer. We are looking for candidates with machine learning and deep learning background. You will work with a team of research scientists and engineers tackling real-world problems involving Samsung’s Artificial Intelligence initiatives. You will be involved in very promising team projects with talented people at Samsung. You will benefit a lot by working in a fun and creative environment. The AI research center is a key part of Samsung’s global R&D effort and aims to have influence on future Samsung products reaching hundreds of millions of users worldwide.
Experience in multimodal deep learning technologies (e.g., multimodal representation learning and multimodal fusion network architecture design and architecture search, etc.)
Experience in deep learning technologies (e.g, Transformer, CNN, RNN, Sequence to Sequence models, etc.)
Experience in deep learning technologies on computer vision (e.g., scene understanding, object detection, etc.)
Experience in deep learning technologies on natural language processing (e.g., language models, semantic parsing, natural language generation, etc.)
Experience in reinforcement learning (policy gradient, Q-learning, actor critic, etc.)
Strong background in machine learning (generative model, discriminative model, neural network, transfer learning, GAN, one-shot or few shot learning, unsupervised learning, semi-supervised learning, weakly supervised learning, meta-learning, outlier detection, etc.)
Proficiency in a neural network library (e.g., TensorFlow, PyTorch, etc.)
Proven track record of research/publications on machine learning and artificial intelligence field (NeurIPS, ICLR, ICML, AAAI, IJCAI, CVPR, ACL, EMNLP, etc.
Team work and communication skills are required
D. in CS, EE, or related field is required
Samsung is an EEO/Veterans/Disabled/LGBT employer. We welcome and encourage diversity as we strive to create an inclusive workplace.