Machine Learning Engineer

Reddit • San Francisco, CA

7d • Remote

About The Position

Reddit is a community of communities. It’s built on shared interests, passion, and trust, and is home to the most open and authentic conversations on the internet. Every day, Reddit users submit, vote, and comment on the topics they care most about. With 100,000+ active communities and approximately 116 million daily active unique visitors, Reddit is one of the internet’s largest sources of information. For more information, visit www.redditinc.com.
Reddit, Inc. seeks Machine Learning Engineer in San Francisco, CA:

Job Duties: 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. Full-time telecommuting is an option.

Minimum Requirements: Master’s degree (or its foreign degree equivalent) in Computer Science, Engineering (any field) or closely related quantitative discipline and three (3) years of experience in the job offered or in any occupation in related field. Special Skill Requirements: (1) Recommendation and Ranking System Design and Algorithms; (2) PyTorch and Tensorflow; (3) AWS, S3 and RDS; (4) Scikit-learn; (5) Pandas; (6) Writing production-grade software for large-scale, real-time recommender systems; (7) Machine Learning related tooling and frameworks; (8) Advanced Deep Learning theory and algorithms; (9) Analysis of large-scale datasets; (10) Design and implementation of large-scale A/B tests; (11) Cloud environments (GCP) and relevant tooling (BigQuery); and (12) Microservices architecture. Any suitable combination of education, training and experience is acceptable. Full-time telecommuting is an option.

Requirements

• Master’s degree (or its foreign degree equivalent) in Computer Science, Engineering (any field) or closely related quantitative discipline and 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

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.

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

What This Job Offers

• Job Type: Full-time
• Career Level: Mid Level