TikTok Shop

1 week ago

Singapur, Singapore TikTok Full time

Overview

TikTok Shop - Data Scientist - Measurement

Our economists team collaborates 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 a strong technical economic toolkit. Our partner teams include algorithm engineers, marketing, seller & creator growth, user growth, resource management, and more.

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.
  • Develop a systematic framework to causally evaluate the impact of various policies and strategies;
  • Predict the long-term impact of policies and strategies;
  • Increase the impact of business actions by identifying & understanding key mechanisms;
  • Optimize traffic/cost (e.g. marketing expense) allocation;
  • Improve the ecosystem of TikTok ecommerce, including but not limited to seller growth, product supply, content supply, governance, and user growth.
Qualifications
  • Minimum Qualifications:
    • Master's degree or above in economics, statistics, Operations Research, finance, quantitative marketing, or related field;
    • Proven track record in research and solutions to business problems leveraging techniques from economics or related disciplines;
    • Coding ability in a scripting language such as R, and/or Python, SQL with strong writing and presenting skills;
    • Experience in communicating scientific approaches and findings to business leaders and deliver successful scientific solutions;
    • More than 3 years of data analysis experience; experience in a large tech company is preferred.
  • Preferred Qualifications:
    • Strong writing and presenting skills;
    • Demonstrable experience in any of the following areas of applied economics: reduced-form causal analysis, predictive modeling and causal ML algorithms, forecasting, labor economics, health economics, education economics, behavioral economics, financial economics, industrial organization.
About TikTok

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok's global headquarters are in Los Angeles and Singapore, and we also have offices in New York City, London, Dublin, Paris, Berlin, Dubai, Jakarta, Seoul, and Tokyo.

Why Join Us

Inspiring creativity is at the core of TikTok's mission. Our innovative product is built to help people authentically express themselves, discover and connect. We strive to do great things with great people, lead with curiosity and humility, and make an impact in a rapidly growing tech company. We embrace challenges and iterate with an "Always Day 1" mindset to achieve meaningful breakthroughs for ourselves, our company, and our users.

When we create and grow together, the possibilities are limitless. Join us.

Diversity & Inclusion

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. We celebrate diverse voices and aim to create an environment that reflects the communities we reach.

Seniority level
  • Mid-Senior level
Employment type
  • Full-time
Job function
  • Engineering and Information Technology
  • Industries: Technology, Information and Internet

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