Research Member of Technical Staff- Video Generation Modeling

What you'll do

• Design and train video generation models; develop and validate architectures, training objectives, and data mixtures.
• Study scaling laws, data efficiency, and transfer from web video to robotic control; build evaluations and run ablations.
• Collaborate with related teams to turn research into working systems; publish and present research, especially for the RS track.

What they ask for

• Strong background in large-scale generative modeling, through video generation or language model pretraining.
• Hands-on experience training large generative models from scratch at scale.
• Deep understanding of autoregressive modeling, causal architectures, and scaling behavior.
• Fluency with modern ML frameworks; PyTorch required.

Nice to have

• JAX; PhD in ML, CS, Robotics, or a related field—or equivalent research/industry experience.
• Relevant publications or experience in video generation, language model pretraining, web-scale video, robotic learning, or distributed training.

Tools

PyTorch, JAX, LLMs, autoregressive transformers, diffusion transformers

AI focus

Large-scale causal video generation and pretraining, with research into transferring web-video knowledge to robotic control and action prediction.