Reddit, Inc.
Reddit, Inc. is a social media platform that acts as a hub for thousands of communities, where users can engage in diverse conversations ranging from breaking news to niche interests. It enables users to post, comment, and vote on content, fostering a vibrant online community. Millions of people globally connect and share their passions on Reddit, creating a dynamic environment for authentic human interaction.
Software Engineering • Full-Stack Engineering • Frontend Engineering • Backend Engineering • Social Media
Staff Machine Learning Engineer - Ads Optimization
August 22, 2024
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Reddit, Inc.
Reddit, Inc. is a social media platform that acts as a hub for thousands of communities, where users can engage in diverse conversations ranging from breaking news to niche interests. It enables users to post, comment, and vote on content, fostering a vibrant online community. Millions of people globally connect and share their passions on Reddit, creating a dynamic environment for authentic human interaction.
Software Engineering • Full-Stack Engineering • Frontend Engineering • Backend Engineering • Social Media
📋 Description
• Building Reddit-scale optimizations to improve advertiser outcomes using cutting-edge techniques in the industry. • Leverage live auction data and model predictions to adjust campaign bids in real time. • Incorporate knowledge of the Reddit ads marketplace into budget pacing algorithms powered by control & reinforcement learning systems • Lead the team on designing new bid & budget optimization products and algorithms as well as conducting rigorous A/B experiments to evaluate the business impact. • Actively participate and work with other leads to set the long term direction for the team, plan and oversee engineering designs and project execution.
🎯 Requirements
• 7+ years of contributing high-quality code to production systems that operate at scale. • 5+ years of experience building control systems, PID controllers, multi-armed bandits, reinforcement learning algorithms, or bid/pricing optimization systems. • Experience leading large engineering teams and collaborating with cross-functional partners is required. • Experience designing optimization algorithms in an ad serving platform and/or other marketplaces is preferred. • Experience with state of the art control systems, reinforcement learning algorithms is a strong plus.
🏖️ 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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May 31, 2024
🇺🇸 United States – Remote
💵 $250k - $300k / year
⏰ Full Time
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