refresh

Trending Companies

Trending

Jobs

JobsTikTok

Big Data Engineer, TikTok

TikTok

Big Data Engineer, TikTok

TikTok

Singapore

·

On-site

·

Full-time

·

1mo ago

Benefits & Perks

Top Tier compensation with equity

Annual team offsites

Health, dental, and vision coverage

Remote work flexibility

Required Skills

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.

Total Views

0

Apply Clicks

0

Mock Applicants

0

Scraps

0

About TikTok

TikTok

TikTok

Late Stage

A short-form video entertainment app and social network platform

10,001+

Employees

Los Angeles

Headquarters

$220B

Valuation

Reviews

3.1

3 reviews

Work Life Balance

1.5

Compensation

2.0

Culture

1.2

Career

1.8

Management

1.0

5%

Recommend to a Friend

Pros

Limited positive feedback available

Company size allows for potential opportunities

Technology platform experience

Cons

Mass layoffs and poor handling of terminations

Unprofessional management and HR behavior

Exposure to traumatic content without adequate support

Salary Ranges

52 data points

Junior/L3

Junior/L3 · Anti-Fraud Data Analyst

3 reports

$143,750

total / year

Base

$125,000

Stock

-

Bonus

-

$126,500

$163,300

Interview Experience

4 interviews

Difficulty

3.5

/ 5

Duration

21-35 weeks

Experience

Positive 0%

Neutral 25%

Negative 75%

Interview Process

1

Application Review

2

Recruiter Screen

3

Online Assessment

4

Technical Phone Screen

5

Onsite/Virtual Interviews

6

Team Matching

7

Offer

Common Questions

Coding/Algorithm

System Design

Behavioral/STAR

Technical Knowledge

Data Structures