Senior Data Scientist - Identity
Core
Design, implement, and iterate on production-grade machine learning and statistical models powering core identity, entity resolution, and measurement capabilities for LiveRamp's data collaboration platform.
Role type
Senior IC machine learning engineer (identity & entity resolution)
Builds
Core matching and graph-based algorithms, customer-facing features for targeting, measurement, and analytics
Domain
Data collaboration, consumer privacy, identity resolution, advertising/marketing
Deliverable
production ML models
Required skills
Python, SQL, pandas, NumPy, scikit-learn, large-scale data processing, cloud data warehouses (BigQuery), problem framing, experimentation design, code documentation
Preferred skills
embeddings, representation learning, approximate nearest neighbor search, vector databases, Google Cloud Platform (GCP) ecosystem, privacy-preserving data practices, identity/entity resolution in advertising
Technologies
Python, SQL, pandas, NumPy, scikit-learn, BigQuery, GCP (Dataflow, Vertex AI)
Responsibilities
Design and deploy ML models for identity and entity resolution; analyze and transform large-scale datasets to engineer features; own end-to-end data science workflows from framing to deployment; define success metrics and build evaluation frameworks; translate technical concepts for stakeholders; mentor other data scientists
Seniority
Senior, hands-on IC
