The Ads Metrics team develops mechanisms, experiment designs, evaluation metrics, statistical methods, and analysis libraries for Google Search Ads. Google Ads applies machine learning and Generative AI to power a global advertising business, with work focused on user safety, ad quality, and campaign optimization.
data scientist метрик Search Ads
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описание
задачи
- Collaborate with engineering and product partners to identify key questions and translate business questions into experiments, analyses, evaluation metrics, or mathematical models
- Architect end-to-end analysis pipelines and translate ambiguous business questions into rigorous frameworks and statistical models
- Design and evaluate complex experiments or models, including causal inference and hierarchical models, to solve problems with limited precedent in retrieval and ranking
- Translate system telemetry into statistically sound evidence and ensure data integrity for research-grade analysis supporting business-critical launches
требования
- Master's degree in Statistics, Data Science, Mathematics, Physics, Economics, Operations Research, Engineering, or a related quantitative field, or equivalent practical experience
- 8 Years of experience using analytics to solve product or business problems, coding (e.g., Python, R, SQL), querying databases, or statistical analysis; alternatively, 6 years of work experience with a PhD degree
- Будет плюсом: PhD in a quantitative discipline; experience with statistical software such as Python or R, database languages such as SQL, and agentic development such as Gemini or Antigravity; statistical data analysis and experimental design capabilities; expertise in statistical theory, experiment design, regression models, causal inference, sampling methods, time-series analysis, and hierarchical modeling; scientific communication and presentation skills, including distilling findings for executive stakeholders; data intuition, business acumen, and experience solving business problems in complex, fast-moving, and ambiguous environments
условия
- Условий в вакансии нет
навыки
Международная технологическая компания.
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