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채용

채용TikTok

Machine Learning Engineer - Video Recommendation - Singapore

TikTok

Machine Learning Engineer - Video Recommendation - Singapore

TikTok

Singapore

·

On-site

·

Full-time

·

2mo ago

복지 및 혜택

Remote Work

Equity

Learning

Healthcare

필수 스킬

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

총 조회수

0

총 지원 클릭 수

0

모의 지원자 수

0

스크랩

0

TikTok 소개

TikTok

TikTok

Late Stage

A short-form video entertainment app and social network platform

10,001+

직원 수

Los Angeles

본사 위치

$220B

기업 가치

리뷰

3.8

10개 리뷰

워라밸

2.8

보상

3.7

문화

4.1

커리어

3.2

경영진

2.9

68%

친구에게 추천

장점

Great team dynamics and support

Innovative and creative culture

Good learning opportunities

단점

Work-life balance challenges

Fast-paced and stressful environment

High expectations and tight deadlines

연봉 정보

49개 데이터

Mid/L4

Senior/L5

Mid/L4 · Applied AI Product Data Scientist

1개 리포트

$273,000

총 연봉

기본급

$210,000

주식

-

보너스

-

$273,000

$273,000

면접 경험

2개 면접

난이도

4.0

/ 5

소요 기간

21-35주

경험

긍정 0%

보통 0%

부정 100%

면접 과정

1

Application Review

2

Recruiter Screen

3

Online Assessment

4

Behavioral Interview

5

Final Round

6

Offer

자주 나오는 질문

Coding/Algorithm

Behavioral/STAR

Technical Knowledge

Culture Fit