Reddit is looking to evolve and grow its Ads business by building best-in-class products for users and advertisers, specifically focusing on improving ad ranking, bidding, measurement, and optimization to drive value for advertisers and enhance the efficiency of Reddit's ads marketplace.
Requirements
- At least 3+ years of end-to-end experience in training, evaluating, and deploying machine learning models in a production environment.
- Proficient in one or more general-purpose programming languages (e.g., Python, Scala) and have a solid understanding of software development best practices.
- Hands-on experience with a major machine learning framework (e.g., TensorFlow, PyTorch) and a deep understanding of core ML concepts and algorithms.
- Proven ability to work effectively with cross-functional teams, including product managers and data scientists, to translate business needs into technical solutions.
- Track record of using machine learning to drive key performance indicator (KPI) wins and solve complex, real-world problems.
- Experience working in the Ads domain
- Familiarity with distributed systems and large-scale data processing technologies (e.g., Spark, Kafka).
Responsibilities
- Design, build, and deploy industrial-level machine learning models to solve critical problems in ad ranking, bidding, and optimization.
- Take full ownership of the ML lifecycle, from ideation and research to building scalable serving systems and maintaining models in production.
- Perform systematic feature engineering to transform raw, diverse data into high-quality features that drive model performance.
- Work closely with product managers, data scientists, and engineers to translate business challenges into effective ML solutions.
- Improve the reliability and stability of our ML systems by building robust monitoring, alerting, and automated retraining pipelines.
- Research new algorithms, stay up-to-date with state-of-the-art ML techniques, and contribute to the team’s strategy and roadmap.
Other
- Reddit has a flexible workforce! If you happen to live close to one of our physical office locations our doors are open for you to come into the office as often as you'd like. Don't live near one of our offices? No worries: You can apply to work remotely in any country in which we have a physical presence.
- Reddit is proud to be an equal opportunity employer, and is committed to building a workforce representative of the diverse communities we serve.
- Reddit is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures.
- If, due to a disability, you need an accommodation during the interview process, please let your recruiter know.
