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职位TikTok

Machine Learning Engineer - Video Recommendation - Singapore

TikTok

Machine Learning Engineer - Video Recommendation - Singapore

TikTok

Singapore

·

On-site

·

Full-time

·

2mo ago

福利待遇

Remote Work

Equity

Learning

Healthcare

必备技能

TensorFlow

PyTorch

Airflow

Responsibilities

Tik Tok-Data Video Recommendation Team is responsible for the personalized recommendation algorithms for Tik Tok's hundreds of millions of global users. Here, you will collaborate with top algorithm engineers in the industry, leveraging your expertise in deep learning, recommendation algorithms, and large models to continuously transform and enhance the Tik Tok user experience and content ecosystem.

  • Build industry leading recommendation system, develop highly scalable classifiers and tools leveraging machine learning
  • Understand product objectives and machine learning techniques, improve model and recommendation strategy
  • Understand user behavior and apply Machine Learning algorithms to optimize push notification and production experience
  • Work with Tik Tok cross functional teams to grow Tik Tok in important regional markets

Qualifications

Minimum Qualifications

  • Bachelor's degree or above in computer science or a related technical discipline
  • Solid experience with data structures or algorithms
  • Software development experience through hands on coding in a general purpose programming language
  • Experience in one or more of the following areas: machine learning, recommendation systems, data mining or other related areas
  • Strong communication and teamwork skills
  • Passion about technologies and solving challenging problems

Preferred Qualifications

  • Minimum 3 years of relevant work experience from a large-scale internet business

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关于TikTok

TikTok

TikTok

Late Stage

A short-form video entertainment app and social network platform

10,001+

员工数

Los Angeles

总部位置

$220B

企业估值

评价

3.8

10条评价

工作生活平衡

2.8

薪酬

3.7

企业文化

4.1

职业发展

3.2

管理层

2.9

68%

推荐给朋友

优点

Great team dynamics and support

Innovative and creative culture

Good learning opportunities

缺点

Work-life balance challenges

Fast-paced and stressful environment

High expectations and tight deadlines

薪资范围

49个数据点

Mid/L4

Senior/L5

Mid/L4 · Applied AI Product Data Scientist

1份报告

$273,000

年薪总额

基本工资

$210,000

股票

-

奖金

-

$273,000

$273,000

面试经验

2次面试

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