Staff Machine Learning Engineer - Ads Optimization

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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