Machine Learning Engineer

Reddit, Inc. is a community-driven platform that fosters open and authentic conversations on the internet. They are seeking a Machine Learning Engineer to design and implement advanced ML systems, improve recommendation models, and collaborate with cross-functional teams to enhance user experiences.

Responsibilities:

• Design and implement the next generation ML based systems that power Reddit
• Work closely with product and ML engineers to design and implement scalable interfaces
• Collaborate with other engineers to improve the recommendation systems and models that power personalization and discovery
• Train, evaluate, and deploy sophisticated machine learning models to improve experiences for millions of users
• Participate in the full software development cycle: design, develop, QA, deploy, experiment, analyze and iterate
• Collaborate across disciplines and with other ML teams at Reddit to find technical solutions to complex challenges

Requirements:

• Master's degree in Computer Science, Engineering (any field) or closely related quantitative discipline
• three (3) years of experience in the job offered or in any occupation in related field
• Recommendation and Ranking System Design and Algorithms
• PyTorch and Tensorflow
• AWS, S3 and RDS
• Scikit-learn
• Pandas
• Writing production-grade software for large-scale, real-time recommender systems
• Machine Learning related tooling and frameworks
• Advanced Deep Learning theory and algorithms
• Analysis of large-scale datasets
• Design and implementation of large-scale A/B tests
• Cloud environments (GCP) and relevant tooling (BigQuery)
• Microservices architecture