Related skills
sql python machine learning experimentation measurement📋 Description
- Design probabilistic identity models linking on- and off-platform actions with privacy.
- Own lift experiments; enable large-scale, low-bias tests for advertisers.
- Quantify new signals and incorporate into predictive models to boost ROAS.
- Define evaluation metrics and truth sets for identity and measurement.
- Mentor teams across engineering/product; drive cross-functional impact.
🎯 Requirements
- Advanced degree (MS or PhD) in Statistics, Math, Physics, Economics, or OR.
- MS holder: 10+ years in applied science or data science.
- PhD holder: 6+ years in applied science or data science.
- Deep understanding of the ads ecosystem.
- Expertise in measurement & experimentation, identity graph, or predictive modeling with signal loss.
- Proficiency in Python or R and SQL.
- Experience with machine learning or optimization techniques.
- Strong understanding of experimental design, causal inference, or A/B testing methodologies.
- Excellent problem-solving and communication; track record of influencing partners.
- Experience working in fast-paced, ambiguous environments with cross-functional teams.
🎁 Benefits
- Global benefit programs for workspace, development, and caregiving.
- Family Planning Support
- Gender-Affirming Care
- Mental Health & Coaching Benefits
- Medical Benefits + Health Care Spending Account
- RRSP with matching contributions
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