Padmi
TikTok logo
TikTok

short-form video · e-commerce marketplace

Senior AI Infra Engineer - Large Model Training Infrastructure (LLM/VLM /Agent RL)

San Francisco Bay Area · OnsitePosted 2 days ago
Machine learningSeniorH-1B track record
Apply at TikTok

Opens the source posting on lifeattiktok.com

Source description

About the role

View original

About the Team

We are dedicated to building the training infrastructure for ultra-large-scale language models, vision-language models, and frontier agentic models. Our mission is to provide a robust, scalable, and high-performance foundation for post-training, multimodal learning, and reinforcement learning at the hundred-billion-parameter scale and beyond. You will work on some of the most challenging problems in large-model training systems, from multimodal data efficiency to convergence optimization for next-generation foundation models.

What You'II Do

  • Build and evolve unified training infrastructure for large models across post-training workflows, modalities, and training paradigms
  • Design and optimize distributed training strategies for 100B to 1T parameter models, including DP, TP, PP, EP, operator fusion, memory optimization, and cluster-level MFU improvement
  • Develop training and evaluation systems for Reasoning RL and Agent RL, including benchmarks, harnesses, convergence optimization, and rollout efficiency
  • Enable multimodal training across image, text, audio, and video, and support emerging architectures such as MoE and Linear Attention with correctness and convergence validation

More at TikTok

Related open roles

View all roles