Data Scientist
Core
Build scalable data pipelines and machine learning models for real-time mobile advertising monetization.
Role type
Senior hands-on IC data scientist (advertising/monetization)
Builds
Real-time data pipelines, ML models for monetization, data products
Domain
Mobile advertising, programmatic advertising, real-time data processing
Deliverable
production ML models
Required skills
Python, machine learning (XGB, LGBM, regression, classification), SQL, database management, monitoring and alerting tools
Preferred skills
Programmatic advertising landscape knowledge (DSPs, SSPs, exchanges), NoSQL databases (MongoDB), relational databases (Vertica, VoltDB), PMML
