Staff Applied Scientist, AdTech
Remote
Core
Build ML models to optimize auto insurance carrier selection on a click wall and manage media buying spend based on ROAS.
Role type
Staff Applied Scientist (AdTech)
Builds
Production ML models for ad serving and media buying optimization
Domain
AdTech, Auto Insurance
Deliverable
production ML models
Required skills
Python, SQL, Neural Networks, Model Deployment, Monitoring, Data Strategy
Preferred skills
Large-scale ranking systems, Auction feedback loops, AWS (ECS, S3, Athena, SageMaker), CI/CD
Responsibilities
Frame problems with business, find data, build and validate models, handle late labels and sparse features, manage model drift, deploy and monitor models end-to-end
Seniority
Staff, hands-on IC
