Senior ML Engineer, Applied Machine Learning
Red Cell Partners- Full Time
- Senior (5 to 8 years)
Candidates should possess tech lead experience in a product ML team, driving research and technical direction to improve business outcomes using applied ML, experience with ads retrieval modeling, ranking, or recommendation systems, experience with deep learning models for retrieval (two tower, GNNs, transformers, LLMs), 5+ years of end-to-end experience training, evaluating, testing, and deploying machine learning models, and 2+ years of experience building machine learning models with Tensorflow/Pytorch.
As a Staff Machine Learning Engineer, you will own and execute the mission to automate targeting and deliver the most relevant audiences to advertisers, designing and implementing ML-based targeting products like auto targeting and user lookalikes, driving research direction and technical roadmap for complex projects, leading day-to-day project execution, collaborating closely with product managers and cross-functional partners to develop and prioritize the roadmap, researching, implementing, testing, and launching new model architectures for retrieval using deep learning, providing mentorship to junior MLEs, owning offline & online experimentation of ML models for improving targeting products, working on large-scale data systems and product integration, and collaborating closely with multiple stakeholders across product, engineering, research, and marketing.
Online platform for community discussions and content
Reddit is an online platform that allows users to post, vote, and comment on content within various communities based on shared interests. Users can engage in discussions on a wide range of topics, from news and sports to entertainment and hobbies. The platform features a unique voting system where content can receive upvotes or downvotes, helping the most popular posts gain visibility. Reddit generates revenue primarily through advertising, premium memberships, and the sale of virtual goods like Reddit Coins. Unlike many other social media platforms, Reddit emphasizes community-driven content and discussions, creating a space for authentic interactions among users. The goal of Reddit is to foster engagement and connection among its diverse user base.