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Data Scientist, Operations - TikTok Shop

TikTok

Data Scientist, Operations - TikTok Shop

TikTok

Singapore

·

On-site

·

Full-time

·

1mo ago

Benefits & Perks

Parental leave program

Remote work flexibility

Annual team offsites

Learning and development stipend

Flexible PTO policy

Health, dental, and vision coverage

Required Skills

Airflow

Apache Spark

Python

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Tik Tok

Data Scientist, Operations

  • Tik Tok Shop

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:

The commerce data science team aims to maximize the efficiency of commerce transactions through quantitative techniques such as mathematical statistics and machine learning. At the same time, we are committed to building a more diverse, inclusive, candid and efficient working atmosphere. We sincerely invite excellent data scientists to join us in building a first-class commerce platform.

In this role, you will:

  1. Provide actionable insights to drive SEA business growth, and improvement of operational efficiency;
  2. Leverage data science expertise to design data solutions to solve commerce operation/product problems such as supply growth, seller growth and marketplace efficiency etc.;
  3. Partner closely with key stakeholders to monitor, diagnose and optimize overall business performance and health;
  4. Provide in-depth analysis with localized suggestions for improvements to align with business goals;
  5. Build and improve data infrastructure such as dashboards and self-serve analytics tools to improve efficiency and support decision-making.

Qualifications:

Minimum Qualifications:

  1. At least 5 years of working experience in data science, with a master's degree or above, majoring in quantitative fields (i.e. mathematics, statistics) or business analytics/science/engineering (i.e. Computer Science) fields are preferred;
  2. Proficient in SQL, Python or R, and expertise in at least one of the three areas: advanced measurement (e.g AB testing, causal inference or systems with complex trade-offs), modeling, and optimization;
  3. Fluent English for business communication, to work with a global team;
  4. To succeed in the role, you need to be a proactive, self-driven and impact-driven person;
  5. Able to work with cross-functional teams in a fast-paced environment.

Preferred Qualifications:

  1. E-commerce or online marketplace work experience is strongly preferred.
  2. Overseas business experience or analytical experience is preferred.

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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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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

Senior/L5

Mid/L4 · Applied AI Product Data Scientist

1 reports

$273,000

total / year

Base

$210,000

Stock

-

Bonus

-

$273,000

$273,000

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