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Engineering Manager - Ads Engagement Modeling Reddit. Reddit has a flexible first workforce! if you happen to live close to one of our physical office locations our doors are open for you to come into the office as often as you'd like. Don't live near one of our offices? No worries: You can apply to work remotely from the United States or Canada.. The Engagement Modeling Team at Reddit focuses on building machine learning models to drive user engagement with diverse media and content. This role offers a unique opportunity to shape and scale Reddit’s Ads prediction models, in alignment with our core values and product goals. We’re a remote-friendly company, and this position is open to candidates anywhere in the U.S.. 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.. Candidate Profile:. 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.. 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