Engineering Manager, Ads Engagement Modeling

Summary

Join Reddit's Engagement Modeling Team and lead the development and implementation of machine learning models to enhance user engagement. This role requires setting the technical vision and strategy, overseeing model development, leading and mentoring a high-performing team, collaborating cross-functionally, and innovating in ML architecture. The ideal candidate possesses extensive experience in machine learning, particularly with large-scale models and a proven track record of team leadership. Reddit offers a flexible remote-friendly work environment and a comprehensive benefits package. The position is open to candidates anywhere in the U.S. and offers a competitive salary and equity.

Requirements

• 2+ years of management experience leading ML-focused teams
• 6+ years of experience working with machine learning models at scale
• 4+ years of hands-on experience with TensorFlow or PyTorch
• End-to-End ML Lifecycle Experience: Proven ability in training, evaluating, and deploying large-scale models

Responsibilities

• Set Technical Vision and Strategy: Define and execute a roadmap for engagement modeling, balancing innovative modeling approaches with business objectives
• Drive Technical Execution: Oversee the model development lifecycle from ideation to deployment, ensuring high standards of ML performance and robustness
• Lead and Mentor a High-Performing Team: Recruit, mentor, and retain top ML talent, fostering a culture of growth, collaboration, and technical excellence
• Collaborate Cross-Functionally: Partner with PMs, data scientists, and other engineering teams to align on engagement strategies, data requirements, and model KPIs
• Innovate in ML Architecture: Implement and optimize model architectures tailored to engagement prediction, leveraging deep learning and advanced ML techniques

Preferred Qualifications

Experience with Ads or Engagement Modeling is a plus, with a focus on media interactions

Benefits

• Comprehensive Healthcare Benefits
• 401k Matching
• Workspace benefits for your home office
• Personal & Professional development funds
• Family Planning Support
• Flexible Vacation (please use them!) & Reddit Global Wellness Days
• 4+ months paid Parental Leave
• Paid Volunteer time off
• Medical, dental, and vision insurance
• 401(k) program with employer match
• Generous time off for vacation
• Parental leave