Sr. Machine Learning Engineer
Core
Develop and improve core generative models for graphics and video processing to enhance game rendering and live streaming systems.
Role type
Senior IC machine learning engineer (graphics/video)
Builds
Advanced neural networks and ML systems for game rendering and streaming
Domain
Gaming, computer graphics, video processing
Deliverable
production ML models
Required skills
Generative models, neural network architectures, computer vision, Python, TensorFlow, PyTorch, deep learning training/evaluation, loss function formulation
Preferred skills
Graphics pipeline theory, image processing theory, 3D engine integration (Unreal/Unity), top-tier conference publications
Technologies
TensorFlow, PyTorch, HDF5, Unreal, Unity
Responsibilities
Develop generative models for graphics/video; research and prototype new methods for enhancement/data generation; draft publications and patents; collaborate on R&D with internal teams
Seniority
Senior, hands-on IC with research leadership
