Machine Learning Engineering Manager - Ads Engagement Modeling
Core
Building and scaling machine learning models to drive user engagement and optimize ad performance (click-throughs, video view-throughs) on Reddit's platform.
Role type
Senior Machine Learning Engineering Manager (Ads Engagement)
Builds
Predictive models for ad engagement and user interactions
Domain
Social Media / Online Advertising
Deliverable
production ML models
Required skills
Machine learning strategy, team leadership and mentorship, end-to-end ML lifecycle management, deep learning architecture design, TensorFlow/PyTorch expertise, cross-functional collaboration
Preferred skills
Ads domain experience, engagement modeling expertise
Technologies
TensorFlow, PyTorch
Responsibilities
Define and execute technical roadmap for engagement modeling, oversee model development lifecycle from ideation to deployment, recruit and mentor high-performing ML teams, partner with PMs and data scientists to align on strategies and KPIs, implement and optimize deep learning architectures for prediction
Seniority
Senior, hands-on IC with management responsibilities
