Engineering Manager, Ads Engagement Modeling

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Reddit

πŸ“Remote - Canada

Job highlights

Summary

Join Reddit's Engagement Modeling Team and lead the development and implementation of machine learning models to boost user engagement. This role requires a strong technical vision, leadership skills, and experience in managing ML teams. You will oversee the entire model lifecycle, from ideation to deployment, and collaborate with cross-functional teams. The position offers a remote-friendly environment for candidates located anywhere in the U.S. Reddit provides comprehensive benefits, including health insurance, retirement savings, workspace benefits, personal and professional development funds, family planning support, and flexible vacation time.

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 Health benefits
  • Retirement Savings plan with matching contributions
  • Workspace benefits for your home office
  • Personal & Professional development funds
  • Family Planning Support
  • Flexible Vacation & Reddit Global Days Off

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