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Machine Learning Manager - Ads Engagement Modeling at Reddit. Location Information: .  .  . The Ads Engagement Modeling Team plays a pivotal role in developing and maintaining machine learning models that drive user engagement on Reddit, with a special focus on predictive modeling around interactions like click through prediction, video views, content engagement metrics, and other media-based interactions. As we expand our machine learning infrastructure and incorporate new engagement signals, we are looking for a skilled engineering manager who can lead this critical team. This role is well-suited for a leader with deep machine learning expertise, strategic vision, and a collaborative mindset to engage with both technical and cross-functional stakeholders.. Responsibilities:. Set Technical Vision and Strategy. : Define and execute a comprehensive roadmap for engagement modeling, balancing innovative approaches with business objectives.. Drive Technical Execution. : Oversee the entire model development lifecycle—from ideation through deployment—ensuring exceptional performance and robustness of our machine learning models.. Lead and Mentor a High-Performing Team. : Recruit, mentor, and retain top ML talent while fostering a culture of growth, collaboration, and technical excellence.. Collaborate Cross-Functionally. : Partner with Product Managers, Data Scientists, and other engineering teams to align on engagement strategies, data requirements, and key performance indicators (KPIs).. Innovate in ML Architecture. : Implement and optimize model architectures tailored for engagement prediction, leveraging deep learning and advanced machine learning techniques.. Requirements:. Minimum of 2 years of management experience leading ML-focused teams.. At least 6 years of experience working with machine learning models at scale.. A minimum of 4 years of hands-on experience with TensorFlow or PyTorch.. Proven expertise in the end-to-end machine learning lifecycle, including training, evaluation, and deployment of large-scale models.. Experience with ads or engagement modeling is a plus, particularly 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. #LI-Remote.  .