TikTok Local Services - Data Scientist - Singapore
Responsibilities
About the Team
TikTok's data scientist team is a critical component of the platform's success, responsible for leveraging data to enhance user experience, optimize content delivery, and drive business decisions. As a leading social media app known for its short-form video content, TikTok relies heavily on data science to stay ahead in a competitive market.
Job Description
1. Build and improve the operational data infrastructure for Tiktok local services. This includes managing both online and offline activities, video-merchant matching processes, transaction processes, search/recommendation modules, traffic monitoring, and supply monitoring. Ensure data accuracy and alignment with business scenarios.
2. Develop a deep understanding of the impact of operational activities on transaction conversion rates and scientifically calculate the contribution of each activity to transaction improvements across various industries.
3. Regularly monitor key metrics, clearly identify reasons for metric fluctuations, and provide optimization and improvement suggestions.
4. Enhance communication with the business team, regularly produce analysis reports, and proactively help the business identify potential growth opportunities.
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Qualifications
Minimum Qualifications
1. Bachelor's degree or higher, with over 3 years of work experience
2. Background in data-related fields such as statistics, computer science, or quantitative analysis. Experience in model development (causal inference, data mining, etc.)
3. Strong curiosity, the ability to proactively understand business needs, quickly grasp business logic, and translate it into data-driven problems.
Preferred Qualification
1. Excellent communication and coordination skills, with the ability to collaborate effectively across departments.
2. Strong sense of ownership, responsibility, and teamwork.
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.