Senior Machine Learning Engineer

Summary

Join Reddit's Ads Engagement Modeling team as a Senior Machine Learning Engineer and contribute to building industry-level models for critical machine learning tasks. You will research, implement, and launch innovative model architectures, conduct systematic feature engineering, and mentor team members. This role requires 4+ years of experience in building deep learning models and working with ML frameworks like TensorFlow and PyTorch. Reddit offers a remote-friendly work environment and a comprehensive benefits package, including healthcare, 401k match, parental leave, and more. Help shape the future of ads ML at Reddit and be part of a diverse and inclusive community.

Requirements

• Proven track record of driving KPI improvements through strategic work in model architecture and feature engineering
• 4+ years of experience building industry-level deep learning models
• 4+ years of experience with mainstream ML frameworks, such as TensorFlow and PyTorch
• 4+ years of hands-on experience with the full lifecycle of training, evaluating, testing, and deploying industry-level models
• Experience iterating large-scale neural network models in a production environment

Responsibilities

• Build industry-level models for critical machine learning tasks, applying advanced modeling techniques
• Research, implement, test, and launch innovative model architectures, including deep neural networks with advanced pooling and feature interaction designs
• Conduct systematic feature engineering to transform diverse raw data from Reddit (dense, sparse, behavioral, content, etc.) into actionable features using techniques such as aggregation, embedding, sub-models, and more
• Serve as a mentor and advocate across teams, fostering collaboration and knowledge sharing
• Contribute meaningfully to the team’s strategic direction

Preferred Qualifications

Familiarity with the Ads domain

Benefits

• Comprehensive Healthcare Benefits
• 401k Match
• Family Planning Support
• Gender-Affirming Care
• Mental Health & Coaching Benefits
• Flexible Vacation & Reddit Global Days off
• Generous paid Parental Leave
• Paid Volunteer time off
• Remote work options