TikTok

Software Engineer, AI Large Model Platform

TikTok  •  Singapore, SG (Onsite)  •  3 months ago
Apply
AI can make mistakes so check important info. Chat history is never stored.
62
AI Success™

Job Description

Team Introduction

We are building an automated moderation and risk control system for international monetization, aiming to create a highly available and scalable Agentic System that horizontally supports risk control, user experience, and operational efficiency, while vertically consolidating a self-iterating closed-loop capability centered on policies. The platform needs to handle hundreds of millions of daily tasks and collaborate closely with product, operations, development, and algorithm teams to form an end-to-end solution from strategy generation and machine moderation execution to attribution optimization.

Responsibilities

- Design and build an end-to-end model lifecycle management platform, covering the complete workflow from model training, evaluation, and version control to online deployment and monitoring, thereby enhancing model development and operational efficiency.

- Design and build automated moderation workflow and agentic system

- Lead the development of a model service gateway and resource scheduling system to achieve automated scheduling of heterogeneous computing resources, a unified inference interface, high-concurrency load balancing, and establish a comprehensive service health monitoring and self-healing mechanism.

- Design and implement an automated model iteration workflow system, integrating processes for auto-triggered evaluation, data feedback, strategy comparison, and intelligent deployment, promoting a data-driven continuous optimization loop for models within risk control strategies.

- Ensure high availability and scalability of the platform. Design and implement disaster recovery and degradation strategies to support the stable operation of hundreds of millions of daily tasks, while continuously optimizing system performance and resource utilization.
TikTok

About TikTok

Inspire Creativity and Bring Joy

Industry
Arts & Entertainment
Company Size
10,000+ employees
Headquarters
Los Angeles, California
Year Founded
Unknown
Social Media