Senior Data Scientist
Core
Lead modeling research and pipeline development for measurement capabilities, including attribution, identity resolution, and tracking quality within a commerce partnership marketing ecosystem.
Role type
Senior IC data scientist (measurement & identity)
Builds
End-to-end measurement pipelines, incrementality testing frameworks, and production-grade identity resolution models.
Domain
Marketing technology, commerce partnerships, identity resolution, and measurement
Deliverable
production ML models | dashboards & analysis
Required skills
Incrementality experiment design, A/B testing, Python, SQL, production pipeline ownership, graph networks, ML-based entity resolution
Preferred skills
Graph databases (Neo4j, Spanner), multi-touch attribution, device fingerprinting, GCP tools (BigQuery, Vertex AI), privacy-preserving techniques
Technologies
Python, SQL, Neo4j, Spanner, PuppyGraph, NetworkX, BigQuery, Vertex AI, Dataflow, Cloud Run, Databricks, Spark
Responsibilities
Design experiments to quantify lift of attribution projects; develop robust testing environments and monitoring for new models; evaluate third-party identity vendors via structured POCs; translate complex findings into actionable narratives for stakeholders; implement incremental enhancements to existing measurement processes.
Seniority
Senior, hands-on IC
