Reddit Machine Learning Engineering Manager at Reddit leads the Core Ads Ranking team to develop foundational models and user understanding. The role includes setting technical vision, collaborating cross-functionally, and mentoring ML talent.
Responsibilities
Set Technical Vision and Strategy: Define and execute a roadmap for foundational model and user understanding, balancing high-ambuiguity long-term investments with measurable milestones.
Collaborate Cross-Functionally: Partner with vertical customer teams, horizontal signal teams, and infrastructure/platform teams to align on direction, strategy, priorities, and constraints.
Drive Technical Execution: Oversee the model development lifecycle from ideation to deployment, ensuring high standards of ML performance, reliability, and robustness.
Lead and Mentor a High-Performing Team: Recruit, mentor, and retain top ML talent while fostering a culture of growth, collaboration, and technical excellence.
Candidate Profile:
1+ years of management experience leading ML-focused teams
6+ years of experience building and scaling machine learning models, and working with state of the art machine learning models
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 working with foundational models, user or content understanding.
Experience with Ads is a plus.
Qualification
Proven ability in trainingExperience with Ads
Required
1+ years of management experience leading ML-focused teams
6+ years of experience building and scaling machine learning models
4+ years of hands-on experience with TensorFlow or PyTorch
Proven ability in training, evaluating, and deploying large-scale models
Experience working with foundational models and user or content understanding
