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Machine Learning Manager - PF&O (Recommendations & Forecasting)

Reddit

$230,000 - $322,000
Aug 13, 2025
Remote, US
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Reddit is building out a first-class ads platform with new products that connect advertisers with highly engaged, passionate communities. The Advertiser Optimization org is driving this by building out auto-bidding and conversion-based products that will reshape the advertiser experience at Reddit.

Requirements

  • Significant experience managing engineering teams, ideally in machine learning or similarly technical domains.
  • Extensive hands-on experience building and operating large-scale Ads or Marketplace systems.
  • Hands-On ML Proficiency (preferred): Experience with real-time serving systems, model development, and optimization pipelines.
  • Control Systems & Algorithms: Familiarity with PID controllers, multi-armed bandits, reinforcement learning, or other bidding/pricing optimization approaches.
  • Marketplace Optimization: Skilled in designing new bidding optimization algorithms and conducting A/B tests to evaluate business and marketplace impact.
  • Experimentation & Data Analysis: Knowledge of metric design, experimentation methodologies, and large-scale data analysis.
  • System Architecture & Scalability: Expertise in building and maintaining scalable systems, high-performance serving architectures, real-time streaming, and robust data pipelines.

Responsibilities

  • Define and execute the long-term roadmap for the Auto-Bidding team, balancing innovation, efficiency, and revenue impact
  • Collaborate with leadership to align technology investments with broader business objectives
  • Oversee the design, implementation, and maintenance of high-performance advertiser- and sales-facing products
  • Ensure these systems meet or exceed accuracy goals, advertiser expectations, and system reliability standards
  • Recruit, mentor, and retain top engineering talent.
  • Foster a collaborative, inclusive, and high-performing culture with a strong emphasis on technical mentorship and career development
  • Drive best practices for model quality, experimentation, system reliability, and operational excellence

Other

  • People Management & Team Building: Demonstrated success in managing, mentoring, and growing teams. Skilled in hiring, performance management, and fostering diverse, inclusive environments.
  • Cross-Functional Collaboration: Partner with Product Managers and other engineering teams to align technical work with product requirements and KPIs
  • Effectively communicate complex technical concepts to non-engineering stakeholders
  • Strategic Vision: Ability to define a clear technical vision and lead day-to-day execution.
  • Cross-Functional Collaboration: Comfortable working across disciplines—engineering, product, data science—and communicating technical ideas to broad audiences.