Ads Conversion Modeling
Core
Lead the Conversion modeling Team to develop and maintain machine learning models driving user conversions from Reddit Ads, focusing on predictive modeling for lower funnel actions like purchase and signup.
Role type
Engineering Manager (Machine Learning)
Builds
Production-grade machine learning models for ads conversion, ranking, and recommendations
Domain
Internet / Online Advertising / Machine Learning
Deliverable
production ML models
Required skills
Deep learning model architecture, ML framework proficiency (TensorFlow, PyTorch), end-to-end ML lifecycle management, large-scale data pipeline orchestration, ads system integration (bidding, auction, retrieval), people management, technical strategy definition, cross-functional collaboration
Preferred skills
Ads modeling background, engagement prediction experience
Technologies
TensorFlow, PyTorch
Responsibilities
Define team vision and technical roadmap for conversion modeling, oversee model development from ideation to deployment, recruit and mentor ML talent, collaborate with PMs and data scientists on engagement strategies, optimize model architectures for conversion prediction
Seniority
Manager, hands-on technical leadership
