Senior Backend Software Engineer

7 days ago


Singapore TIKTOK PTE. LTD. Full time

TikTok PTE. LTD. is a technology company that specializes in social media platforms.

We aim to provide innovative features and functionality to our users.

We are a global company with a presence in multiple regions around the world.

About Our Team

The Global Live Service Architecture team at TikTok focuses on building real-time interactive architecture for live streaming.

We are looking for highly skilled engineers to join our TikTok Live Architecture team.

This role provides an opportunity to work with cutting-edge technologies and designs architectures for large-scale businesses.

Key Responsibilities:
  • Deploy large-scale deep learning models into scalable services.
  • Optimize model inference performance by utilizing computing resources efficiently.
  • Collaborate with cross-functional teams to deploy models into production.
  • Stay up-to-date with new technologies and methods in the AI field.
Requirements:
  • Master's degree in Computer Science, Software Engineering, or related fields.
  • 5+ years of experience in deploying and servicing large-scale machine learning models.
  • Proficient in deep learning frameworks like TensorFlow, PyTorch, and DeepSpeed.
  • Familiarity with model inference optimization techniques.
  • Expertise in programming languages like Python, C++, or Golang.


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