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Algorithm Engineer (Platform Governance), TikTok e-Commerce

TikTok

Algorithm Engineer (Platform Governance), TikTok e-Commerce

TikTok

Singapore

·

On-site

·

Full-time

·

1mo ago

Benefits & Perks

401(k) matching

Professional development budget

Comprehensive health, dental, and vision insurance

Competitive salary and equity package

Learning

Healthcare

Equity

Required Skills

PostgreSQL

Python

JavaScript

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

Tik Tok will be prioritizing applicants who have a current right to work in Singapore, and do not require Tik Tok sponsorship of a visa.

About Tik Tok:

Tik Tok is the leading destination for short-form mobile video. At Tik Tok, our mission is to inspire creativity and bring joy. Tik Tok's global headquarters are in Los Angeles and Singapore, and its offices include New York, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.

Why Join Us:

Creation is the core of Tik Tok's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At Tik Tok, we create together and grow together. That's how we drive impact-for ourselves, our company, and the users we serve. Join us.

About the team
The Platform Governance team is focused to support the businesses by building a healthy E-commerce ecosystem and improve platform service capabilities with the most advanced AI technology. The team use the most advanced AI technology to combat various risks/violations in Bytedance's e-commerce platform, maintain platform security, build a good e-commerce ecosystem, and empower business teams to improve work efficiency. We pursue the ultimate risk detection capability. The fairness and sustainability of the e-commerce ecosystem, high-quality content and merchandise are areas where we are constantly striving for improvement.

Responsibilties:

  • Optimization of NLP/Computer Vision/Multi Modal algorithms for content understanding, and applying them to the scenarios of e-Commerce.
  • Responsible for the recognition of the risk/low quality/style issue in the e-Commerce scenario (including product, shopping Tik Tok video, shopping livestream etc) and applying them to review system or recommendation traffic control.
  • Responsible for recognition and control of the risky seller and low-quality e-Commerce anchors via user profile.
  • Responsible for building the anti-fraud model to recognize illegal behaviors and events in the e-Commerce scenario.
  • Support the production of scalable and optimised AI/machine learning (ML) models
  • Focus on building algorithms for the extraction, transformation and loading of large volumes of realtime, unstructured data to deploy AI/ML solutions from theoretical data science models.
  • Run experiments to test the performance of deployed models, and identifies and resolves bugs that arise in the process.
  • Work in a team setting and apply knowledge in statistics, scripting and programming languages required by the firm.
  • Work with the relevant software platforms in which the models are deployed.

Qualifications

Minimum Qualifications:

  • At least 1 year of experience in related field.
  • Computer Science or related major, bachelor's degree or above.
  • Master machine learning/deep learning theoretical knowledge, and have rich practical experience.

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  • Familiar with 1-2 fields in Data Mining, NLP, Computer Vision or Graph Algorithm.
  • Possess Linux environment R&D capabilities, proficient in Python/Go/C++.
  • Excellent analysis and problem-solving skills, passion for challenging problems.
  • Have a good team spirit and strong communication skills.

Preferred Qualifications:

  • Received best paper or equivalent awards in the aforementioned conferences.
  • Winner of international academic competitions.

Tik Tok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At Tik Tok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.

Client-provided location(s): Singapore

Job ID: Tik Tok-7061810071126968606

Employment Type: OTHER

Posted: 2025-01-21T00:52:18
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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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

Mid/L4

Mid/L4 · 2D 3D Artist

1 reports

$195,000

total / year

Base

$150,000

Stock

-

Bonus

-

$195,000

$195,000

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