Research Scientist, Generative AI for Graphics and Gaming

NVIDIA NVIDIA · Semiconductors · Singapore, Singapore

Research Scientist role focused on developing and training advanced generative AI models for graphics and gaming applications. The role involves research, pre-training, post-training, data pipeline development, and prototyping in real-time engines, with a focus on user experience improvements and bringing ideas to market.

What you'd actually do

  1. Research and develop AI models that improve real-time graphics quality, robustness, performance, and latency, and enable new interactive experiences such as world models, LLM-driven gameplay, and AI-driven characters.
  2. Design and run large-scale pre-training and post-training for foundation models for graphics and gaming, using NVIDIA’s GPU infrastructure for experimentation and iteration.
  3. Build and own data pipelines and datasets for foundation models and large-scale training, spanning synthetic data, in-engine captures, and real-world content.
  4. Develop and prototype models for real-time image, video, and 3D content generation in modern game engines and graphics frameworks, and create demos that clearly showcase player-visible benefits.
  5. Stay current on AI and graphics research and work with product, driver, hardware, engine, and platform teams to turn promising ideas into shipping, user-visible features.

Skills

Required

  • PyTorch
  • deep learning
  • training large models
  • distributed training pipelines
  • GPU architecture
  • CUDA abstractions
  • generative models
  • neural rendering
  • reconstruction

Nice to have

  • graphics
  • rendering pipelines
  • game engines
  • distillation
  • pruning
  • low-precision training/inference

What the JD emphasized

  • 3+ years of deep learning experience
  • extensive hands-on experience training large models on multi-GPU clusters
  • strong proficiency in PyTorch required
  • Proven track record of impactful research and shipped ideas

Other signals

  • research
  • train large models
  • generative AI
  • graphics
  • gaming