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职位TikTok

Big Data Engineer, TikTok

TikTok

Big Data Engineer, TikTok

TikTok

Singapore

·

On-site

·

Full-time

·

2mo ago

福利待遇

Equity

Healthcare

Remote Work

必备技能

TensorFlow

PyTorch

Python

Responsibilities

  • Translate business requirements & end to end designs into technical implementations and responsible for building batch and real-time data warehouse
  • Manage data modeling design, writing, and optimizing ETL jobs
  • Collaborate with the business team to building data metrics based on data warehouse
  • Responsible for building and maintaining data products
  • Involvement in rollouts, upgrades, implementation, and release of data system changes as required for streamlining of internal practices
  • Develop and implement techniques and analytics applications to transform raw data into meaningful information using data-oriented programming languages and visualisation software
  • Apply data mining, data modelling, natural language processing, and machine learning to extract and analyse information from large structured and unstructured datasets
  • Visualise, interpret, and report data findings and may create dynamic data reports as well

Qualifications

  • At least 3 years in software engineering and 2 years of relevant experience in data engineering
  • Proficient in creating and maintaining complex ETL pipeline end-to-end while maintaining high reliability and security
  • Familiar with data warehouse concept and have production experience in modeling design
  • Familiar with at least 1 distributed computing engine (e.g. Hive, Spark, Flink)
  • Familiar with at least 1 NoSQL database is a plus (e.g. HBase)
  • Excellent interpersonal and communication skills with the ability to engage and managing internal and external stakeholders across all levels of seniority
  • Strong collaboration skills with the ability to build rapport across teams and stakeholders

About Tik Tok

Tik Tok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. Tik Tok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.

Why Join Us

Creation is the core of Tik Tok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make Tik Tok possible.

Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.

To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.

At Tik Tok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.

Team Introduction

The mission of the Data Platform Singapore Business Partnering (DPSG BP) team is to empower the Tik Tok Business with data. Our goal is to build a Data Warehouse that can cater to batch and streaming data, Data Products that provide useful information to build efficient data metrics & dashboards which will be used to make smarter business decisions to support business growth. If you're looking for a challenging ground to push your limits, this is the team for you!

Commitment to Diversity

Tik Tok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At Tik Tok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

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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

Junior/L3

Junior/L3 · Anti-Fraud Data Analyst

3份报告

$143,750

年薪总额

基本工资

$125,000

股票

-

奖金

-

$126,500

$163,300

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