Senior Applied Data Scientist – Microsoft Advertising
Core
Building identity graphs using research techniques to perform cross-device user stitching and construct large-scale identity models.
Role type
Senior Applied Data Scientist (Identity Graphs)
Builds
Large-scale identity graphs and cross-device user stitching models
Domain
Advertising technology, user identity resolution, probabilistic and deterministic matching
Deliverable
production ML models
Required skills
statistics, predictive analytics, research, graph-based modeling, deterministic matching algorithms, probabilistic matching algorithms, product lifecycle management, live system deployment
Preferred skills
industry trend analysis, strategic direction for data usage
Technologies
graph databases, matching algorithms
Responsibilities
Conduct research as part of a research program, develop and deploy live production systems, develop and deploy products from ideation to shipping, build identity graphs with deterministic and probabilistic matching
Seniority
Senior, hands-on IC
