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TikTok Shop - Data Scientist - Measurement

AT TikTok
TikTok

TikTok Shop - Data Scientist - Measurement

Singapore

Responsibilities

Our economists team collaborate with business teams to understand their challenges, develop a research agenda, design pilots and measure their impact. We are looking for candidates who are creative thinkers with strong technical economic toolbox. Our partner teams are algorithm engineers, marketing, seller & creator growth, user growth, resource management, etc.

Responsibilities:
Quickly convert a real business requirement into a solvable modeling problem. Use economic thinking and scientifically rigorous methods(including but not limited to causal inference methods, economic modelling, experimentation) to facilitate decision making related to product functions, recommendation & search algorithm strategies, operations, and other business strategies. Specifically:

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1. Develop a systematic framework to causally evaluate the impact of various policies and strategies;
2. Predict the long-term impact of policies and strategies;
3. Increase the impact of business actions by identifying & understanding key mechanisms;
4. Optimize traffic/cost (e.g. marketing expense) allocation;
5. Improve the ecosystem of TikTok ecommerce, including but not limited to seller growth, product supply, content supply, governance, and user growth.

Qualifications

Minimum Qualifications:
1. Master's degree or above in economics, statistics, Operations Research, finance, quantitative marketing, or related field;
2. Proven track record in research and solutions to business problems leveraging techniques from economics or related disciplines;
3. Coding ability in a scripting language such as R, and/or Python, SQL with strong writing and presenting skills;
4. Experience in communicating scientific approaches and findings to business leaders and deliver successful scientific solutions;
5. More than 3 years of data analysis experience, experience in large tech company is preferred;

Preferred Qualifications:
1. Strong writing and presenting skills;
2. Demonstrable experience in any of the following areas of applied economics is preferred: reduced-form causal analysis, predictive modeling and causal ML algorithms, forecasting, labor economics, health economics, education economics, behavioral economics, financial economics, industrial organization.

Client-provided location(s): Singapore
Job ID: TikTok-7392536481770146057
Employment Type: Other

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 TikTok.