Sr. Multimodal Model Training and Inference Optimization Engineer

TikTok
San Jose, CA
Category Engineering
Job Description
We are seeking an experienced Multimodal Model Training and Inference Optimization Engineer to optimize AI model training and inference, including distributed training/inference and acceleration, for large-scale generative AI models.

Requirements

  • Optimize large model training pipelines to improve efficiency, speed, and scalability.
  • Develop and improve distributed training strategies such as data parallelism, model parallelism, pipeline parallelism, and communication to accelerate model training.
  • Benchmark and profile deep learning models to identify performance bottlenecks and optimize computational resources.
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