HPC Deep Learning Research Scientist
Core
Researching and extending neural networks for video, audio, text understanding, and common sense reasoning to build a platform with real-world client applications.
Role type
Deep Learning Research Scientist
Builds
A platform with practical real-world client applications in Deep Learning and AI
Domain
Artificial Intelligence, Deep Learning, Big Data
Deliverable
production ML models
Required skills
Neural network architecture design, recurrent networks, attention mechanisms, multi-task learning, large-scale training optimization, academic research expertise (NIPS, ICLR, CVPR, PAMI)
Preferred skills
Experience with video/audio/text processing, common sense reasoning, HPC environments
Technologies
Deep Learning frameworks, Big Data tools, HPC hardware
Responsibilities
Extend neural network capabilities for multimodal understanding, perform research on recurrent networks and scaling training, define and shape the AI platform, collaborate with subject matter experts on client problems
Seniority
Senior, hands-on IC