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Software Engineer (Big Data) - Application Computing

TikTok

Software Engineer (Big Data) - Application Computing

TikTok

Singapore

·

On-site

·

Full-time

·

2mo ago

복지 및 혜택

Learning

Equity

Unlimited Pto

Remote Work

Healthcare

필수 스킬

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

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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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총 지원 클릭 수

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모의 지원자 수

0

스크랩

0

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

Senior/L5

Senior/L5 · ACCESS ASSURANCE LEAD USDS

1개 리포트

$331,500

총 연봉

기본급

$255,000

주식

-

보너스

-

$331,500

$331,500

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