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 industry + computer vision/graphics
Deliverable
production ML models
Required skills
TensorFlow, PyTorch, Python, neural network architectures, deep learning model training/evaluation, image/video processing, generative models
Preferred skills
3D engine experience (Unreal/Unity), graphics pipeline theory (PBR, ray tracing), image processing theory, publication in top-tier conferences (CVPR, ICCV, NeurIPS)
Technologies
TensorFlow, PyTorch, HDF5, Unreal, Unity
Responsibilities
Develop generative models for graphics and video; research and prototype new methods for graphics/video enhancement; draft publications and patent submissions; collaborate on core R&D work
Seniority
Senior, hands-on IC
