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职位TikTok

Software Engineer (Big Data) - Application Computing

TikTok

Software Engineer (Big Data) - Application Computing

TikTok

Singapore

·

On-site

·

Full-time

·

2mo ago

福利待遇

Learning

Equity

Unlimited Pto

Remote Work

Healthcare

必备技能

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.

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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

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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

Senior/L5

Senior/L5 · ACCESS ASSURANCE LEAD USDS

1份报告

$331,500

年薪总额

基本工资

$255,000

股票

-

奖金

-

$331,500

$331,500

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