We re the TikTok Monetization Products data science team, who enables and champions data driven decision making. Our Vision is to become the world class data science team, where data is used rigorously to drive all decision making. Our Mission is to drive monetization and sustainable revenue growth for TikTok through data science.
Responsibilities
Work with large, complex data sets. Solve difficult, non-routine analysis problems, applying advanced analytical methods as needed. Conduct analysis that includes data gathering and requirements specification, processing, analysis, ongoing deliverables, and presentations.
Build and prototype analysis pipelines iteratively to provide insights at scale.
Develop comprehensive knowledge of TikTok data structures and metrics, advocating for changes where needed for product development.
Interact cross-functionally, making business recommendations (e.g., cost-benefit, forecasting, experiment analysis) with effective presentations of findings at multiple levels of stakeholders through visual displays of quantitative information.
Research and develop analysis, forecasting, and optimization methods to improve the quality of TikTok ads products. Minimum Qualifications:
Master s degree in a quantitative discipline (e.g., Statistics, Operations Research,
Economics, Computer Science, Mathematics, Physics) or equivalent practical experience.
Expertise with statistical data analysis such as linear models, multivariate analysis, stochastic models, sampling methods.
Experience with statistical software (e.g. R, Python, MATLAB) and database languages (e.g. SQL)
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Preferred Qualifications:
Demonstrated leadership and self-direction. Willingness to both teach others and learn new techniques.
Demonstrated skills in selecting the right statistical tools given a data analysis problem. Effective written and verbal communication skills.
Numbers & Facts
Location
Seattle, WA
Skills
Analysis Skillsunmatched
Communication Skillsunmatched
Computer Scienceunmatched
Cross-Functionalunmatched
Data Analysisunmatched
Data Collectionunmatched
Data Scienceunmatched
Data Setsunmatched
Data Structuresunmatched
Database Programming Languagesunmatched
Economicsunmatched
Forecastingunmatched
Leadershipunmatched
Linear Modelsunmatched
MATLABunmatched
Mathematicsunmatched
Metricsunmatched
Multivariate Analysisunmatched
Operations Researchunmatched
Physicsunmatched
Presentation/Verbal Skillsunmatched
Product Developmentunmatched
Prototypingunmatched
Python Programming/Scripting Languageunmatched
Quality Managementunmatched
R Programming Languageunmatched
Requirements Managementunmatched
Research & Development (R&D)unmatched
Revenue Growthunmatched
SQL (Structured Query Language)unmatched
Statistical Samplingunmatched
Statisticsunmatched
Statistics Softwareunmatched
Stochastic Analysisunmatched
Training/Teachingunmatched
Writing Skillsunmatched
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