Staff Machine Learning Engineer - Acquisition Paid Search job opportunity at Stubhub.

Home Jobs In United States Of America Tag: Machine learning Staff Machine Learning Engineer - Acquisition Paid Search position at Stubhub


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Stubhub Staff Machine Learning Engineer - Acquisition Paid Search
Experience: 8-years
Pattern: full-time
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Machine learning

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loacation Aliso Viejo, California, United States Of America
loacation Aliso Viejo, C..........United States Of America

What You'll Do: Own causal measurement for paid search: Stand up uplift/incrementality frameworks (e.g., doubly robust learners, causal forests, DML, IVs, synthetic control, DiD, BSTS) to quantify lift beyond correlation. Ship #production models: Build and serve models that inform bids, budgets, and query-level targeting using signals like incremental CPA, tROAS, LTV, and heterogenous treatment effects. #Design experiments & guardrails: Architect geo/cell tests and online experiments; handle power #analysis, pre-trend checks, SUTVA threats, SRM detection, and sequential monitoring. Integrate with ad platforms: Translate science into APIs/feeds for Google Ads, Microsoft Advertising, and SA360; validate against auction dynamics and Quality Score mechanics. Data & MLOps leadership: Partner with platform teams to instrument events, build reliable feature stores and ETL (batch/stream), and establish monitoring for drift, bias, leakage, and attribution sanity. Mentor & influence: Provide technical leadership across science, engineering, and marketing; set standards for methodology, code quality, documentation, and reproducibility. Tell the story: Communicate trade-offs and impact to execs and non-technical partners; make the complex understandable and actionable.

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