Staff Machine Learning Engineer, Notifications Relevance

🕒 June 17

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Reddit, Inc.

WebsiteLinkedInAll Job Openings

501 - 1000 employees

Founded 2005

💼 Consulting

📣 Marketing

📱 Media

Consulting • Marketing • Media

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.

📋 Description

• Contribute to advancing Reddit's growth by designing and implementing content discovery algorithms that prioritize a seamless and highly personalized user experience. • Deeply understand the Reddit Notifications product and drive the vision for the notifications relevance team. • Enhance core recommendation capabilities, including candidate retrieval, ranking models, and budgeting optimization, while designing and testing new pipeline components. You will also deploy ML models, integrate LLMs, and ensure robust monitoring and smooth product integration throughout the process. • Serve as the primary ML domain expert, deploying state-of-the-art models at scale, driving architectural decisions, and ensuring robust monitoring and smooth product integration across the engineering organization. • Collaborate across disciplines and with ML, Product, Infrastructure, and DS teams at Reddit to find technical solutions to complex challenges

🎯 Requirements

• 8+ years of industry experience with deep expertise in large-scale recommendation systems, notifications experience preferred. • Proven ability to identify key opportunities, define roadmaps and drive scalable improvement in notifications relevance. • Strong experience in building and deploying large-scale ML models using frameworks such as PyTorch or Tensorflow. • Experience working with LLM in production and utilizing generative AI to augment recommendation systems • Proficiency in object-oriented programming (Python, Golang). • Big Plus: experience with state of the art model architectures • Big Plus: experience building production Agentic AI frameworks.

🏖️ Benefits

• Comprehensive Healthcare Benefits and Income Replacement Programs • 401k with Employer Match • Global Benefit programs that fit your lifestyle, from workspace to professional development to caregiving support • Family Planning Support • Gender-Affirming Care • Mental Health & Coaching Benefits • Flexible Vacation & Paid Volunteer Time Off • Generous Paid Parental Leave