7 дней назад
Data Scientist, Ads - USDS (Ads)
144 000 - 329 334$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Data Scientist, Ads - USDS (Ads): Building scalable analysis pipelines and developing forecasting and optimization methods for TikTok ads products with an accent on advanced statistical analysis, large complex datasets, and data-driven monetization decisions. Focus on solving non-routine analytical problems, selecting appropriate statistical tools, and presenting business recommendations to cross-functional stakeholders.
Location: San Jose R&D; fully in-person schedule up to 5 days a week
Salary: $144,000–$329,334 annually, plus potential discretionary bonuses, incentives, and restricted stock units.
Company
operates TikTok's U.S. data privacy, cybersecurity, trust and safety, and content ecosystem programs.
What you will do
- Analyze large and complex datasets using advanced analytical methods.
- Manage the full analysis lifecycle, including data gathering, requirements specification, processing, analysis, deliverables, and presentations.
- Build and iteratively prototype scalable analysis pipelines.
- Develop expertise in TikTok data structures and metrics and advocate for improvements supporting product development.
- Partner cross-functionally to provide cost-benefit analyses, forecasts, experiment analyses, and quantitative business recommendations.
- Research and develop analysis, forecasting, and optimization methods to improve TikTok ads products.
Requirements
- BA, master's degree, PhD, or equivalent practical experience in a quantitative discipline such as statistics, operations research, economics, computer science, mathematics, or physics.
- At least 2 years of relevant work experience.
- Expertise in statistical data analysis, including linear models, multivariate analysis, stochastic models, and sampling methods.
- Experience with statistical software such as R, Python, or MATLAB.
- Experience with database languages such as SQL.
- Demonstrated ability to select appropriate statistical tools and communicate findings effectively.
Nice to have
- Experience with ads, recommendation, e-commerce, or search products.
- Leadership, self-direction, and willingness to teach and learn new techniques.
Culture & Benefits
- Day-one access to medical, dental, and vision insurance.
- 401(k) savings plan with company match.
- Paid parental leave, disability coverage, life insurance, and wellbeing benefits.
- 10 paid holidays, 10 paid sick days, and 17 days of paid personal time.
- Reasonable accommodations are available during recruitment for eligible candidates.
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