Ads Conversion Modeling, Machine Learning Engineering Manager

Reddit is a community of communities and one of the internet’s largest sources of information. They are seeking a Machine Learning Engineering Manager to lead the Conversion modeling team, which focuses on developing machine learning models that drive user conversions from Reddit Ads.

Responsibilities:

• The EM will lead a diverse, high-impact team and will need to navigate and foster collaboration with various teams such as PM, DS, and engineering functions within Ads
• Prior experience managing engineering teams with a strong emphasis on technical mentorship and team growth
• Ability to plan and execute a long-term technical strategy aligned with business objectives
• Define and execute a roadmap for conversion modeling, balancing innovative modeling approaches with business objectives
• Oversee the model development lifecycle from ideation to deployment, ensuring high standards of ML performance and robustness
• Recruit, mentor, and retain top ML talent, fostering a culture of growth, collaboration, and technical excellence
• Partner with PMs, data scientists, and other engineering teams to align on engagement strategies, data requirements, and model KPIs
• Implement and optimize model architectures tailored to conversion prediction, leveraging deep learning and advanced ML techniques

Requirements:

• At least 2+ of experience building and managing high-performing machine learning teams, ideally in the Ads domain. Will consider tech lead experience as well
• Deep ML Expertise: 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
• Technical Domain Knowledge: Experience with Ads conversion modeling, ranking (heavy ranker experience) & recommendations experience is required
• Strategic Thinking: Ability to develop and communicate a clear, compelling technical strategy that supports broader company objectives and addresses the needs of internal customers
• Impact-Driven Mindset: Passion for developing scalable, well-designed, and responsible AI solutions that drive business value
• Exceptional Communication & Collaboration: Strong interpersonal skills and a collaborative mindset, with the ability to effectively communicate complex technical topics to diverse audiences and build strong relationships with cross-functional partners
• Experience with Ads conversion modeling is a plus
• Ads Modeling (Preferred): Background in ads modeling or familiarity with engagement prediction models in the ads domain is beneficial