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The Ads Retrieval team plays a critical role in identifying and surfacing the right ads to users. As the Machine Learning Manager for Ads Retrieval, you will lead a team of ML engineers to develop large-scale retrieval systems and candidate sourcing models that drive the top of the funnel for our Ads platform.
Responsibilities:
- Set Technical Vision & Strategy:
Define and execute the roadmap for ads retrieval—balancing innovation, efficiency, and business impact. - Oversee Model & System Development:
Guide end-to-end ML model development (data processing, training, deployment) and ensure robust, scalable retrieval systems. - Mentor & Grow Your Team:
Recruit, mentor, and retain top ML talent, fostering a collaborative, inclusive, and high-performing culture. - Cross-Functional Collaboration:
Partner with Product Managers, Data Scientists, and other Engineering teams to align retrieval strategies with product requirements and KPIs. - Continuous Improvement:
Advocate for model quality, system reliability, and operational excellence. Identify opportunities to improve ML engineer velocity and overall performance.
Candidate Profile:
- 2+ years of engineering management experience, leading ML or related technical teams.
- 6+ years of industry experience with large-scale ML, ideally in information retrieval, recommendation systems, or ads.
- 4+ years of Hands-on expertise with ML frameworks like TensorFlow or PyTorch.
- Experience deploying ML models to production and measuring their performance through both technical and business metrics.
- Familiarity with ads ecosystems, marketplace dynamics, and candidate retrieval is a major plus.
Benefits:
- Comprehensive Health benefits
- Retirement Savings plan with matching contributions
- Workspace benefits for your home office
- Personal & Professional development funds
- Family Planning Support
- Flexible Vacation & Reddit Global Days Off
#LI-Remote
Reddit is proud to be an equal opportunity employer, and is committed to building a workforce representative of the diverse communities we serve. Reddit is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, please contact us at [email protected].
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