Reddit, Inc.
Dive into anything
Software Engineering • Full-Stack Engineering • Frontend Engineering • Backend Engineering • Social Media
501 - 1000
Senior Machine Learning Engineer, Ads Marketplace Quality
May 4
Reddit, Inc.
Dive into anything
Software Engineering • Full-Stack Engineering • Frontend Engineering • Backend Engineering • Social Media
501 - 1000
Description
• Building industrial-level models for critical ML tasks with advanced modeling techniques to improve ad relevance on Reddit • Research, implement, test, and launch new model architectures including deep neural networks with advanced pooling and feature interaction architectures; • Proactively further our understanding of marketplace dynamics and develop algorithms to improve the efficiency and effectiveness of our ads ranking and auction • Drive technical roadmaps and lead day to day project execution, and contribute meaningfully to team vision and strategy • Lead junior engineers in implementing technical designs • Be a cross-functional advocate for the team, collaborate with product managers and data scientists to innovate and build products
Requirements
• Tracking records of consistently driving KPI wins through systematic works around model architecture and feature engineering • 3+ years of experience with industry-level product development • 4+ years of end-to-end experience of training, evaluating, testing, and deploying industry-level machine learning models • 4+ years of experience of orchestrating complicated data generation pipelines on large-scale dataset • Proficiency with programming languages (Java, Python, Golang, C++, or similar) and statistical analysis. • Experience with Ads (Marketplace) domain is a plus • Experience with Ads Relevance is a plus • Desire to mentor other engineers and level-up the team’s strength
Benefits
• Comprehensive Healthcare Benefits • 401k Matching • Workspace benefits for your home office • Personal & Professional development funds • Family Planning Support • Flexible Vacation (please use them!) & Reddit Global Wellness Days • 4+ months paid Parental Leave • Paid Volunteer time off
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