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Machine Learning Engineering Manager - Ads Engagement Modeling

πŸ•’ 11 days ago
Machine LearningPredictive ModelingDeep LearningTensorflow

πŸ“œ Description

  • Define and execute a roadmap for engagement modeling, aligning innovative approaches with business objectives.
  • Oversee the model development lifecycle from ideation to deployment, ensuring high ML performance and robustness.
  • Recruit, mentor, and retain top ML talent, fostering a culture of growth and collaboration.
  • Collaborate with PMs, data scientists, and engineering teams to align on engagement strategies and model KPIs.
  • Implement and optimize model architectures tailored to engagement prediction using advanced ML techniques.

πŸ› οΈ Requirements

  • At least 2+ years of experience building and managing high-performing machine learning teams, ideally in the Ads domain.
  • Deep hands-on experience with machine learning models and deploying them in large-scale production systems.
  • 4+ years of hands-on experience with TensorFlow or PyTorch.
  • Ability to develop and communicate a clear technical strategy that supports company objectives.
  • Strong interpersonal skills and a collaborative mindset for effective communication with diverse audiences.

✨ Benefits

  • Competitive salary and equity options
  • Comprehensive health benefits (medical
  • Vision) & workplace perks (home office set up stipend etc)
  • Generous 401k matching
  • Flexible vacation policy
  • Paid parental leave (4+ months)
Reddit

Staff Machine Learning Engineer, Ads Foundational Representations

RedditπŸ‘₯ 1001 - 5000 employees🏒 Online Community/social Media
πŸ•’ 15 days ago

As a Staff Machine Learning Engineer, you will lead cross-functional ML projects, providing technical direction and mentorship while developing advanced embedding models for advertising use cases.

Machine LearningTechnical LeadershipMentorshipEmbedding Models
Reddit

Staff Machine Learning Engineer, Ads Foundational Representations

RedditπŸ‘₯ 1001 - 5000 employees🏒 Online Community/social Media
πŸ•’ 15 days ago

As a Staff Machine Learning Engineer, you will lead cross-functional ML projects, providing technical direction and mentorship while developing advanced embedding models for advertising use cases.

Machine LearningTechnical LeadershipMentorshipEmbedding Models

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