Data Scientist - DCC, Data Acquisition
Singapore
Why you should apply for a job to TikTok:
4.5/5 in overall job satisfaction
4.5/5 in supportive management
100% say women are treated fairly and equally to men
100% would recommend this company to other women
100% say the CEO supports gender diversity
Employee well-being is supported via hybrid work, short-term counseling through our EAP and a premium subscription to Headspace.
We embrace diversity across all dimensions and provide employees with 9 employee resource groups globally, including our WOMEN ERG.
Comprehensive parental leave policy as well as fertility treatment through healthcare providers with a $20,000 lifetime maximum.
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Position summary
ed strategies to understand user behavior and optimize engagement across our platform. You'll design experiments, build predictive models, and translate complex data patterns into actionable insights that influence product and business decisions.
This role sits at the intersection of behavioral analytics, experimentation, and product strategy. You'll work with large-scale datasets to uncover what drives user engagement, predict behavior patterns, and develop interventions that improve key metrics. Your work will directly impact how we grow and retain our user base.
Responsibilities:
- Opportunity Identification: Analyze user data and growth metrics to identify areas for improvement and expansion opportunities
- Market Research: Research industry benchmarks, competitor strategies, and best practices to inform growth initiatives
- Experimentation: Design, implement, and analyze A/B tests to validate growth hypotheses and measure impact of interventions
- Predictive Modeling: Build models to predict user outcomes such as engagement, retention, and churn
- Data Analysis: Independently analyze experiment results and user behavior data to extract actionable insights
- Strategic Recommendations: Provide data-driven recommendations for growth strategy optimization and iteration
- Cross-functional Collaboration: Partner with product, operations, and engineering teams to ensure seamless execution of growth initiatives
- Trend Monitoring: Stay current with market trends and industry developments to adapt strategies and maintain sustainable advantage
Qualifications
Minimum Qualification(s):
- Bachelor's degree in a quantitative field (Statistics, Economics, Computer Science, Data Science, Mathematics, or related); Master's preferred
- Minimum 3 years of experience in data science or analytics roles
- Strong proficiency in SQL and Python (or R) for data manipulation and analysis
- Solid foundation in statistics: hypothesis testing, regression analysis, and experimental design
- Experience designing and analyzing A/B tests
- Ability to translate complex analysis into clear, actionable business recommendations
Why you should apply for a job to TikTok:
4.5/5 in overall job satisfaction
4.5/5 in supportive management
100% say women are treated fairly and equally to men
100% would recommend this company to other women
100% say the CEO supports gender diversity
Employee well-being is supported via hybrid work, short-term counseling through our EAP and a premium subscription to Headspace.
We embrace diversity across all dimensions and provide employees with 9 employee resource groups globally, including our WOMEN ERG.
Comprehensive parental leave policy as well as fertility treatment through healthcare providers with a $20,000 lifetime maximum.