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RedditRedditUnited States

Machine Learning Engineering Manager - Ads Engagement Modeling

Lead and mentor a machine learning team building engagement prediction models for Reddit Ads. Define technical vision, drive model development from ideation to production, and collaborate with PMs and data scientists.

230k – 322k
Remote7+ YOEEngineering Management

About the role

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.

Requirements

  • At least 2+ years of experience building and managing high-performing machine learning teams, ideally in the Ads domain (tech lead experience considered)
  • Deep hands-on experience working with machine learning models and deploying them in large-scale production systems
  • Proven ability in training, evaluating, and deploying large-scale models
  • 4+ years of hands-on experience with TensorFlow or PyTorch
  • Ability to develop and communicate a clear, compelling technical strategy that supports broader company objectives
  • Passion for developing scalable, well-designed, and responsible AI solutions that drive business value
  • Strong interpersonal skills and a collaborative mindset, with the ability to effectively communicate complex technical topics to diverse audiences

Nice-to-Haves

  • Experience with Ads or Engagement Modeling

Benefits

  • 100% remote opportunity
  • Competitive salary and equity options
  • Comprehensive health benefits (medical, dental, vision) & workplace perks (home office set up stipend)
  • Generous 401k matching
  • Flexible vacation policy
  • Paid parental leave (4+ months)
  • Family planning support
  • Paid volunteer time off

Skills

TensorFlowPyTorchMachine LearningDeep LearningModel DeploymentProduction SystemsTechnical StrategyTeam LeadershipCross-Functional CollaborationAds Modeling
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