Machine Learning Scientist 5 - Ads Bidding
Core
Design and implement machine learning-driven bidding algorithms to optimize ad performance (Clicks, Conversions, CPA, ROAS) for Netflix's ad-supported tier.
Role type
Senior Machine Learning Scientist (Ads Bidding)
Builds
In-house ad tech ecosystem and bidding algorithms for Netflix's advertising platform
Domain
Streaming media / Online advertising / Machine Learning
Deliverable
production ML models
Required skills
Machine learning, optimization, data analysis, Python, Scala, Java, prototyping, deploying algorithms, bidding algorithms
Preferred skills
Business acumen, translating technical results to business impact
Technologies
Python, Scala, Java
Responsibilities
Design and implement ML-driven bidding algorithms; Build, train, and evaluate algorithms on large-scale production data; Develop online and offline evaluation frameworks; Inform and influence auction and pricing mechanism design; Partner with product teams to define bidding objectives; Communicate technical decisions and experiment results to stakeholders
Seniority
Senior, hands-on IC
