Machine Learning Scientist 5
Core
Build predictive machine learning models to forecast ad campaign supply, demand, and delivery outcomes for Netflix's ad-tech ecosystem.
Role type
Senior IC machine learning scientist (ad-tech forecasting)
Builds
Predictive models for ad campaign delivery, reach, frequency, and contention
Domain
Advertising technology / Media planning
Deliverable
production ML models
Required skills
supervised learning, feature engineering, Python, SQL, explainable AI, offline/online evaluation
Preferred skills
ad-serving domain expertise, GenAI application, large-scale ML tooling (Metaflow)
Technologies
Python, SQL, Metaflow
Responsibilities
Build and iterate supervised ML models to replace simulation engines; design evaluation frameworks for accuracy and robustness; own feature engineering and feature store contributions; partner with ML engineers for production deployment and monitoring; communicate technical trade-offs to stakeholders.
Seniority
Senior, hands-on IC
