Remote Machine Learning Engineering Manager - Ads Engagement Modeling

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Job TypeVolunteerRemoteHybridTeam OverviewThe Engagement Modeling Team at Reddit focuses on building machine learning models to drive on-platform user engagement with diverse media and content, with a focus on predictive modeling to improve interactions of click-throughs and video view-throughs.

This role offers a unique opportunity to shape and scale Reddit's Ads prediction models, in alignment with our product goals and driving SoTA modeling advancement.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.We're a remote-friendly company, and this position is open to candidates anywhere in the U.S.ResponsibilitiesSet 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 ProfilePeople Management Experience: prior experience managing engineering teams with a strong emphasis on technical mentorship and team growth.Strategic Thinking: ability to plan and execute a long-term technical strategy aligned with business objectives.Technical Execution: proven ability to oversee the model development lifecycle from ideation to deployment.Collaboration: strong interpersonal skills to partner effectively with cross-functional teams.Required QualificationsAt least 2+ years of experience building and managing high-performing machine learning teams, ideally in the Ads domain (will consider tech lead experience as well).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.Passion for developing scalable, well-designed, and responsible AI solutions.Exceptional communication skills.Experience with Ads or Engagement Modeling is a plus.Perks and Benefits100% remote opportunity (with office locations in NY, SF, LA, and Chicago).Competitive salary and equity options.Comprehensive health benefits (medical, dental, vision) and workplace perks.Generous 401k matching.Flexible vacation policy.Paid parental leave (4+ months).Family planning support.Paid volunteer time off.Pay TransparencyThe base salary range for this position is: $230,000 - $322,000 USD. #J-18808-Ljbffr