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Data Engineer - Global E-Commerce (Governance Service - Security Platform)

TikTok

Data Engineer - Global E-Commerce (Governance Service - Security Platform)

TikTok

Singapore

·

On-site

·

Full-time

·

2mo ago

복지 및 혜택

Unlimited Pto

Learning

Remote Work

필수 스킬

Airflow

SQL

TensorFlow

Responsibilities

Global E-Commerce is a content e-commerce business with international short video product as the carrier. It is committed to becoming the first choice for users to discover and purchase good products with affordable prices. Global E-Commerce business team hopes to provide users with more tailored and efficient consumption experience, enabling merchants to receive reliable platform services in different scenarios such as live e-commerce, short video content e-commerce, thereby making more affordable and high-quality products easily accessible and improving lives.

The Global E-Commerce's Governance and Experience is a global team responsible for ensuring a safe and trustworthy marketplace not only for our buyers but also for our sellers and creators. We continually work on areas such as risk detection abilities, fairness, and sustainability of the E-Commerce ecosystem, content and commodity quality, and friction-free experiences to drive improvement.

  • Responsible for the offline data warehouse construction of global e-commerce security, including data layering, model design, ETL process, etc.
  • Establish data warehouse standards for global e-commerce security to ensure data accuracy and consistency.
  • Collaborate with the security team in optimising their offline tasks to ensure system stability and improving resource efficiency.
  • Assist in identifying risk indicators through data analysis to support the development of key security projects.
  • Support real-time data processing pipelines, including tagging systems and real-time ETL infrastructure.
  • Visualise, interpret, and report data findings and may create dynamic data reports as well.

Qualifications

Minimum Qualifications

  • Bachelor's or higher degree in Computer Science, Information Technology, Programming & System Analysis, Science (Computer Studies) or related discipline.
  • Candidates should have at least 5 years of experience in big data ecosystem development, familiar with technologies such as Spark, Flink, Clickhouse, Hadoop, and practical experience with Lambda/Kappa architectures.
  • Proficient in data warehouse implementation methodologies, with a deep understanding of data warehouse systems, and experience supporting real-world business scenarios.
  • Experience in SQL performance tuning, with an understanding of Hive SQL development.

Preferred Qualifications

  • Candidates with deep experience in real-time data warehouse construction.
  • Data-sensitive with strong business understanding, excellent logical reasoning skills, and some data analysis capabilities.

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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

Junior/L3

Junior/L3 · Anti-Fraud Data Analyst

3개 리포트

$143,750

총 연봉

기본급

$125,000

주식

-

보너스

-

$126,500

$163,300

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