热门公司

TikTok
TikTok

Leading short-form video platform

Software Engineer, AI Large Model Platform

职能机器学习
级别中级
地点Singapore
方式现场办公
类型全职
发布3个月前
立即申请

福利待遇

无限假期

Learning Budget

医疗保险

必备技能

TensorFlow

SQL

Airflow

Responsibilities

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.

Qualifications

Minimum Qualification(s)

  • Technical Skills: Proficient in at least one of Go/Python/Java, with a solid foundation in computer science and system design capabilities. Possess experience in designing and optimizing high-concurrency and distributed systems.
  • Business & Architectural Mindset: Strong capability in business abstraction and complex system design, able to independently architect key modules or subsystems, with a clear consideration for the long-term impact of technical decisions.
  • Collaboration & Drive: Excellent cross-team communication and project advancement skills, capable of efficiently collaborating with product, algorithm, and operations teams. Demonstrates strong passion for technology, outstanding self-motivation, responsibility, and learning agility.

Preferred Qualification(s)

  • Experience in Machine Learning/Large Models is a plus: Understanding of fundamental principles of machine learning/deep learning, familiarity with model development or deployment workflows using frameworks like Py Torch/Tensor Flow. Prior project experience in any related area such as large model training/fine-tuning, inference optimization, or Agent application development is preferred.

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关于TikTok

TikTok

TikTok

Late Stage

While TikTok remains accessible to civilians in most countries and regions, a minority — including India, Iran, China, and Afghanistan — have imposed nationwide bans. In the United States, legislation providing for a full ban was enacted but not implemented because of a restructure of U.S.

10,001+

员工数

Los Angeles

总部位置

$220B

企业估值

评价

10条评价

3.8

10条评价

工作生活平衡

2.8

薪酬

4.0

企业文化

4.2

职业发展

3.5

管理层

2.5

72%

推荐率

优点

Great team dynamics and support

Innovative and creative culture

Good learning opportunities

缺点

Poor work-life balance and long hours

High stress and overwhelming workload

Management and leadership issues

薪资范围

58个数据点

Junior/L3

Mid/L4

Senior/L5

Junior/L3 · ANTI-FRAUD DATA ANALYST - USDS

1份报告

$143,750

年薪总额

基本工资

$125,000

股票

-

奖金

-

$143,750

$143,750

面试评价

2条评价

难度

4.0

/ 5

时长

21-35周

体验

正面 0%

中性 0%

负面 100%

面试流程

1

Application Review

2

Recruiter Screen

3

Online Assessment

4

Behavioral Interview

5

Final Round

6

Offer

常见问题

Coding/Algorithm

Behavioral/STAR

Technical Knowledge

Culture Fit