refresh

Trending companies

Trending companies

TikTok
TikTok

Leading short-form video platform

Tech Lead Manager - Data

RoleFrontend
LevelSenior
LocationSingapore
WorkOn-site
TypeFull-time
Posted3 months ago
Apply now

Benefits and perks

Healthcare

Learning Budget

Flexible Hours

Required skills

Node.js

PostgreSQL

JavaScript

About the Team

Our Team is responsible for building and owning Tik Tok's algorithms which provides our users the best using experience. On the Tik Tok Team, you'll have the opportunity to build a full-stack system and use machine learning methods from related fields such as NLP, Computer Vision, Multimodal, and Recommender Systems. We embrace a culture of self-direction, intellectual curiosity, openness, and problem-solving.

Responsibilities

Lead the whole Tik Tok business in the Singapore, or one or more of the following core directions:

  • Improve the basic search quality and user experience: Optimize query analysis and text relevance matching. Understand video content and implement multi-modal matching. Improve users' perception of product authority, and deeply participate in the design and implementation of core search products.
  • Design and implement the end-to-end ranking system (recall, pre-rank, rank and mixed rank): Use massive behavioral data to deeply model users' personalized interests.
  • Promote the development of the ecosystem: Solve challenging problems. Think, analyze and adjust the evolution of the system to achieve long-term and sustainable growth.
  • Monitor the results and quality of the different software solutions and projects implemented in the organisation.

Minimum Qualifications

  • 5+ years of industry work experience in one or more of the related fields: NLP, Ranking, Ads, Search Engine, Recommendation systems, and Machine Learning.
  • Solid technical skills: Excellent coding skills. Solid knowledge of data structure and algorithms. Excellent in analysis, modeling and problem-solving, and can see the essence of problems from complex data.

Preferred Qualifications

  • Self-driven, able to deeply understand the business, adapt to rapid business changes, have good personal expression and communication skills, and be able to promote project implementation.
  • Team management experience is a plus.

Total Views

0

Total Apply Clicks

0

Total Mock Apply

0

Total Bookmarks

0

About TikTok

TikTok

TikTok

Late Stage

While 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+

Employees

Los Angeles

Headquarters

$220B

Valuation

Reviews

10 reviews

3.8

10 reviews

Work-life balance

2.8

Compensation

4.0

Culture

4.2

Career

3.5

Management

2.5

72%

Recommend to a friend

Pros

Great team dynamics and support

Innovative and creative culture

Good learning opportunities

Cons

Poor work-life balance and long hours

High stress and overwhelming workload

Management and leadership issues

Salary Ranges

58 data points

Mid/L4

Mid/L4 · 2D 3D Artist

1 reports

$195,000

total per year

Base

$150,000

Stock

-

Bonus

-

$195,000

$195,000

Interview experience

2 interviews

Difficulty

4.0

/ 5

Duration

21-35 weeks

Experience

Positive 0%

Neutral 0%

Negative 100%

Interview process

1

Application Review

2

Recruiter Screen

3

Online Assessment

4

Behavioral Interview

5

Final Round

6

Offer

Common questions

Coding/Algorithm

Behavioral/STAR

Technical Knowledge

Culture Fit