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TikTok Shop - Data Scientist - Governance and Experience Data Science (SEA Experience)

TikTok

TikTok Shop - Data Scientist - Governance and Experience Data Science (SEA Experience)

TikTok

Singapore

·

On-site

·

Full-time

·

1mo ago

Benefits & Perks

Wellness benefits

Health, dental, and vision coverage

Remote work flexibility

Learning and development stipend

Required Skills

Python

TensorFlow

PyTorch

Tik Tok Shop

  • Data Scientist
  • Governance and Experience Data Science (SEA Experience)

3+ months ago• Singapore

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

Responsibilities:

The e-commerce data science team aims to maximize the efficiency of e-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 e-commerce platform.

Responsibilities:

  1. Measuring and monitoring customer experience key metrics in Southeast Asia region, such as NPS, CPO and PARR etc.;
  2. Collaborating with stakeholders closely to find RCA and action plans;
  3. Sorting out and establishing customer experience metrics systems, effectively discovering related problems, and providing solutions to business partner;
  4. Conducting deep analysis about seller and customer experience, to explore more opportunities in repurchase, retention and conversion;
  5. Designing a/b experiment for effectiveness improvement and ROI calculation, conducting analysis to optimize strategies.

Qualifications

Minimum Qualifications:

  1. Bachelor degree or above, major in science or engineering or engaged in data statistics, analysis, modeling related working areas after graduation;
  2. Proficient in SQL, can use Python or R for data analysis;
  3. Able to write required documents in English and communicate with global staff;
  4. Have good learning ability with curiosity to pick up domain knowledge in new areas quickly; Can lead a small project team to support business;
  5. Have strong ability to work under pressure and overcome challenges.

Preferred Qualifications:

  1. Experience in e-commerce business and analysis is preferred;
  2. Overseas business experience or analytical experience is preferred;
  3. Major in mathematics, statistics, computer is preferred.

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Client-provided location(s): Singapore

Job ID: Tik Tok-7420260429152536883

Employment Type: OTHER

Posted: 2024-11-29T00:43:49
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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

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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