Lead Data Scientist, AdTech
Core
Build production ML models for auto insurance carrier selection and media buying optimization to maximize conversion and ROAS.
Role type
Senior hands-on individual contributor data scientist (AdTech)
Builds
Production ML models for click-wall carrier serving and automated marketplace bidding
Domain
AdTech, Auto Insurance, Media Buying
Deliverable
production ML models
Required skills
Python, SQL, Neural Network fundamentals, Model deployment and monitoring, Handling late labels and sparse data, Auction feedback loop design
Preferred skills
Large-scale ranking systems, AWS (ECS, S3, Athena, SageMaker), CI/CD, Text/creative embeddings
Technologies
Python, SQL, AWS (ECS, S3, Athena, SageMaker)
Responsibilities
Frame problems with business, find data, build and validate models, manage deployment and monitoring, optimize for conversion and ROAS
Seniority
Senior, hands-on IC
