refresh

Trending Companies

Trending

Jobs

JobsTikTok

Software Engineer (Big Data) - Application Computing

TikTok

Software Engineer (Big Data) - Application Computing

TikTok

Singapore

·

On-site

·

Full-time

·

1mo ago

Benefits & Perks

Learning and development stipend

Top Tier compensation with equity

Flexible PTO policy

Remote work flexibility

Health, dental, and vision coverage

Wellness benefits

Required Skills

Airflow

Apache Spark

SQL

About Us

Tik Tok is the leading destination for short-form mobile video and our mission is to inspire creativity and bring joy.

Size: 5001-10000 employees
Industry: Entertainment & Gaming, Social Media, Technology

View Company Profile

Responsibilities

Team Introduction
Tik Tok's Recommendation Architecture Team is responsible for real-time computing direction, handling the design and development of real-time computing systems for Tik Tok videos, live streams, e-commerce, and a billion-user product recommendation system. Their main focus is ensuring system stability and high availability. They abstract general real-time computing systems, build a unified recommendation feature middleware, and implement a flexible and scalable high-performance storage system and computing model. This enables advanced real-time data systems for deduplication, counting, feature services, and other recommendation-related business needs.

Responsibilities:

  • Design and implement real-time (streaming computing) data systems for large-scale recommendation systems.
  • Create flexible, scalable, stable, and high-performance storage systems and computing models.
  • Troubleshoot production system failures, design and implement necessary mechanisms and tools to ensure overall stability of the production systems
  • Construct industry-leading streaming computing frameworks and other distributed systems to provide reliable infrastructure for massive data and large-scale business systems
  • Research, design, and develop computer and network software or specialised utility programs.
  • Analyse user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis.
  • Update software, enhances existing software capabilities, and develops and direct software testing and validation procedures.
  • Work with computer hardware engineers to integrate hardware and software systems and develop specifications and performance requirements.

Qualifications

  • Minimum Qualifications

  • Proficient in programming languages like Java, C++, Scala, Python.

  • Strong coding and troubleshooting skills.

  • At least 5 years of relevant experience

  • Deep understanding of streaming computing systems, with formal production experience in developing TB-level Flink real-time computing systems. Proficient in modules like Flink Data Stream, FlinkSQL, Flink Checkpoint, Flink State, and preferably with experience in reading Flink source code.

  • Experience in data lake development is preferred. Familiar with at least one data lake technology such as Hudi, Iceberg, Delta Lake, and preferably with experience in reading their source code.

  • Willingness to tackle problems without clear answers, with a strong passion for learning new technologies.

  • Preferred Qualifications

  • Experience in handling PB-level data is a plus.

  • Familiarity with other big data systems is preferred, including YARN, K8S, Spark, SparkSQL, Kudu, and others.

  • Experience in storage systems such as Hbase, Cassandra, RocksDB.

Email Address

Send me The Muse newsletters for the best in career advice and job search tips.

Get jobs!

Client-provided location(s): Singapore

Job ID: Tik Tok-7262650850648361272

Employment Type: OTHER

Posted: 2025-08-27T20:38:52
Apply on company site

Perks and Benefits

Health and Wellness

  • Health Insurance
  • Dental Insurance
  • Vision Insurance
  • HSA
  • Life Insurance
  • Fitness Subsidies
  • Short-Term Disability
  • Long-Term Disability
  • On-Site Gym
  • Mental Health Benefits
  • Virtual Fitness Classes

Parental Benefits

  • Fertility Benefits
  • Adoption Assistance Program
  • Family Support Resources

Work Flexibility

  • Flexible Work Hours
  • Hybrid Work Opportunities

Office Life and Perks

  • Casual Dress
  • Snacks
  • Pet-friendly Office
  • Happy Hours
  • Some Meals Provided
  • Company Outings
  • On-Site Cafeteria
  • Holiday Events

Vacation and Time Off

  • Paid Vacation
  • Paid Holidays
  • Personal/Sick Days
  • Leave of Absence

Financial and Retirement

  • 401(K) With Company Matching
  • Performance Bonus
  • Company Equity

Professional Development

  • Promote From Within
  • Access to Online Courses
  • Leadership Training Program
  • Associate or Rotational Training Program
  • Mentor Program

Diversity and Inclusion

  • Diversity, Equity, and Inclusion Program
  • Employee Resource Groups (ERG)

Company Videos

Hear directly from employees about what it is like to work at Tik Tok.

Apply on company site

Similar Jobs

Suggested Searches

Data and Analytics jobssenior jobsTikTok jobsAll jobs

Search Additional Jobs

Software Engineer Jobs in SingaporeJobs in SingaporeData and Analytics JobsData and Analytics Jobs in Singapore

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

Senior/L5

Senior/L5 · Access Assurance Lead

1 reports

$331,500

total / year

Base

$255,000

Stock

-

Bonus

-

$331,500

$331,500

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