
Leading short-form video platform
Platform R&D Engineer, Recommendation System
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Tik Tok
Platform R&D Engineer, Recommendation System
3+ months ago• Singapore
Viewed on February 1, 2026
Apply on company site
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:
About The Team:
The Recommendation Architecture Team is responsible for designing and developing recommendation system architectures for various products under the company. We ensure system stability and high availability, optimize performance for online services and offline data pipelines, address system bottlenecks, and reduce operational costs. We also abstract reusable system components and services to build recommendation and data middleware platforms, supporting rapid incubation of new products and empowering enterprise clients (ToB).
Responsibilities:
- Design intelligent development toolkits for large-scale recommendation systems, providing tooling and productized solutions to enhance R&D efficiency.
- Develop business metrics-driven gray release systems to ensure safe, stable, and efficient release strategies and workflows.
- Enhance observability of recommendation systems in complex global environments (multi-region, multi-data center, multi-language), establish end-to-end tracing systems, and optimize issue attribution mechanisms.
- Build algorithm engineering toolchains to accelerate the end-to-end process from experimental algorithm/model development to deployment, improving iteration efficiency.
- Overhaul platform ecosystem architectures and develop data intelligence assistants.
Qualifications:
Minimum Qualifications:
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By signing up, you agree to our 1. Bachelor's degree or above, majoring in Computer Science, or related fields, with 1+ years of experience in designing and developing large-scale systems.
2. Proficiency in at least one programming language (Go/Python/C++) and solid understanding of data structures and algorithms.
3. Ability to independently lead the technical design and implementation of complex systems and components.
4. Strong product sense, with the ability to balance priorities across requirements, technical solutions, timelines, and delivery quality.
Preferred Qualifications:
- Deep understanding of large language models (LLMs), familiarity with LLM principles and applications, and hands-on experience in Agent system design.
- Experience in recommendation/advertising/search systems, or Client-provided location(s): Singapore Job ID: Tik Tok-7508576509507995912Employment Type: OTHERPosted: 2025-08-26T20:11:24Apply 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.
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Next Up Tik Tok Client Provided Video 101:20
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- 02:18Working at Tik Tok- Get Ready With Ali01:20Tik Tok Client Provided Video 100:33Client Provided Video 2 - Tik Tok02:07Working at Tik Tok
- Limitless Possibilities01:41Working at Tik Tok
- Women's Community01:31Working at Tik Tok
- Women's Empowerment01:45Working At Tik Tok
- BLXCK01:27Working at Tik Tok
- Diversity, Equity and Inclusion with BLXCK
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TikTok 소개

TikTok
Late StageWhile TikTok remains accessible to civilians in most countries and regions, a minority — including India, Iran, China, and Afghanistan — have imposed nationwide bans. In the United States, legislation providing for a full ban was enacted but not implemented because of a restructure of U.S.
10,001+
직원 수
Los Angeles
본사 위치
$220B
기업 가치
리뷰
10개 리뷰
3.8
10개 리뷰
워라밸
2.8
보상
4.0
문화
4.2
커리어
3.5
경영진
2.5
72%
지인 추천률
장점
Great team dynamics and support
Innovative and creative culture
Good learning opportunities
단점
Poor work-life balance and long hours
High stress and overwhelming workload
Management and leadership issues
연봉 정보
58개 데이터
Mid/L4
Mid/L4 · 2D 3D Artist
1개 리포트
$195,000
총 연봉
기본급
$150,000
주식
-
보너스
-
$195,000
$195,000
면접 후기
후기 2개
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
최근 소식
TikTok video leads to the arrest of a Hammond teen - WBRZ
WBRZ
News
·
1w ago
How TikTok is reshaping discovery for potential Broadway audiences - Broadway News
Broadway News
News
·
1w ago
Leah Remini asks the TikTok children to please stop running into the Scientology building - AV Club
AV Club
News
·
2w ago
TikTok tests AI Remix option. What it is, how to opt out. - Mashable
Mashable
News
·
2w ago