• Develop tools and models for our custom 16 bit numerical format for deep learning
• Invent optimized architectures and layers for training convolutional and recurrent networks in low bit-width using neon, our Python Deep Learning framework
• Work on applications in the following areas: computer vision, object detection and localization, speech recognition, natural language processing, recommendation systems, forecasting, and multimodal learning
• Instrumenting our library to detect and track overflows, monitor dynamic range
Inside this Business Group
Responsibilities may be quite diverse in a technical nature and will vary significantly depending on the unique needs of the role, U.S. experience and education requirements. Job assignments may be for the summer or for short periods throughout the school year.
The Data Center Group (DCG) is at the heart of Intel’s transformation from a PC company to a company that runs the cloud and billions of smart, connected computing devices. The data center is the underpinning for every data-driven service, from artificial intelligence to 5G to high-performance computing, and DCG delivers the products and technologies—spanning software, processors, storage, I/O, and networking solutions—that fuel cloud, communications, enterprise, and government data centers around the world.