Reddit is looking to enhance its ranking capabilities and create engaging interactive experiences for its communities.
Requirements
- Prior experience with personalized feed ranking.
- Proven track record of delivering complex machine learning projects from conception to deployment, preferably in real-world applications.
- Experience of orchestrating complicated data pipelines and system engineering on large-scale dataset
- Proficiency with programming languages and statistical analysis
- Prior experience with Sequence Modeling, Reinforcement Learning, or Transformer Architecture is a big plus
- Experience in Bayesian methodology and experimentation is a plus
Responsibilities
- Lead projects from concept, design, implementation, to rollout, ensuring the highest quality and performance.
- Design and develop applied machine learning models for modeled personalization, game taxonomy, and more, from ideation to production deployment.
- Conduct A/B tests and experiments to iterate and fine-tune algorithms and models.
- Stay updated on state-of-the-art algorithmic techniques and recognize promising innovations, adapting them to Reddit's unique platform and community.
- Design, implement, and maintain reliable, high-performance distributed systems.
Other
- 5+ years of experience in a relevant industry or academic background, preferably in a quantitative/modeling or highly scalable computing environment.
- Ability to lead and mentor machine learning engineers or data scientists.
- Strong communication skills to collaborate effectively with cross-functional teams and stakeholders.
- Demonstrated ability to innovate and stay updated with the latest advancements in machine learning and AI.
- Comprehensive Healthcare Benefits and Income Replacement Programs
- 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
