Data Scientist for Machine Learning Team
Core
Bridge the gap between theoretical model design and real-world production reality for an ultra-low-latency recommender system matching ads to users in milliseconds.
Role type
Senior IC machine learning engineer (ad-tech)
Builds
Core Deep Neural Networks models within a high-frequency, complex auction ecosystem
Domain
Ad-tech / Programmatic advertising
Deliverable
production ML models
Required skills
Deep Neural Networks (DNN) modeling, Statistical rigor (Probability theory), Hypothesis formulation and validation, A/B testing design, System performance optimization, Python, SQL
Responsibilities
Analyze model behavior in live auctioned environments to understand interactions with market dynamics, Design and analyze experiments to validate hypotheses regarding bidding strategies, Identify performance bottlenecks and propose architectural or feature enhancements, Train and analyze DNN models to compare results and drive measurable improvements in live bidding performance
