11 дней назад
Distinguished Data Scientist (Ads Measurement)
169 000 - 338 000$
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Описание вакансии
Текст:
TL;DR
Distinguished Data Scientist (Ads Measurement): Designing and developing Walmart Connect's next-generation advertising incrementality measurement platform with an accent on causal inference, randomized experiments, and large-scale statistical modeling. Focus on building uplift DNN models for bidding optimization, establishing rigorous evaluation standards, and partnering with engineering to productionize precision measurement pipelines.
Location: Crossman Integrity Building, Sunnyvale, California, United States
Salary: $169,000–$338,000 annual salary in Sunnyvale; an additional salary range of $156,000–$312,000 is listed for Hoboken, New Jersey.
Company
advances advertising measurement through data science and machine learning to deliver actionable insights.
What you will do
- Design and implement large-scale causal inference methodologies to measure incremental advertising lift across campaigns, channels, and segments.
- Establish evaluation frameworks, exit criteria, and readiness standards grounded in hypotheses and data validation.
- Develop event-grain incrementality models, including uplift DNNs, to support advertising bidding optimization.
- Define the incrementality and causal measurement science roadmap and prioritize high-leverage problems.
- Write technical design documents and whitepapers and present findings to senior leadership.
- Partner with engineering on data pipelines and schemas, while mentoring scientists and shaping technical strategy.
Requirements
- Master’s or PhD in Statistics, Economics, Econometrics, Computer Science, or a related quantitative field; a bachelor’s degree with relevant experience may also qualify.
- At least 8 years of experience in data science, quantitative research, analytics, or a related field.
- Deep expertise in causal inference or incrementality optimization, including randomized controlled trials, instrumental variables, regression discontinuity, PIE models, or uplift DNNs.
- Strong experiment design skills covering power analysis, variance reduction, interference, spillover, and bias correction.
- Proficiency in Python and SQL, with experience using distributed data platforms such as Spark or BigQuery.
- Strong statistical foundations and machine learning knowledge.
Nice to have
- PhD in Machine Learning, Computer Science, Information Technology, Operations Research, Statistics, Applied Mathematics, or Econometrics.
- Advertising industry experience, publications, or active peer-review experience in relevant journals or conferences.
- Experience with Scala, R, scikit-learn, TensorFlow, or Torch.
- Knowledge of WCAG 2.2 AA, assistive technologies, and digital accessibility practices.
Culture & Benefits
- Full-time employment with medical, vision, and dental coverage.
- 401(k), stock purchase opportunities, company-paid life insurance, and performance-based bonuses.
- Paid time off, sick leave, parental and family care leave, bereavement leave, jury duty, and voting leave.
- Disability coverage, company discounts, military leave pay, and adoption and surrogacy expense reimbursement.
- Walmart-paid education programs covering tuition, books, and fees for eligible associates.
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