Applied Researcher, Vision Language Models/VLM - TikTok

TikTok
San Jose, CA
Job Description
We are looking for researchers in LLM, VLM and Omni Model domain who are experienced in single/multi-modality LLM/VLM pretraining and applications, including evaluations, data processing and recipes for pre-training and post-training, reinforcement learning based alignment, efficient training and inference.

Requirements

  • Ph.D in Computer Science, Data Science, Artificial Intelligence, or a related field
  • Proficiency in programming languages such as Python, Rust, or C++ and a track record of working with deep learning frameworks (e.g., pytorch, deepspeed, megatron, vllm, etc.)
  • Excellent problem-solving skills and a creative mindset to address complex AI challenges
  • Experience with inference tuning and Inference acceleration
  • Strong understanding of distributed computing framework & performance tuning and verification for training/finetuning/inference
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