Machine Learning Engineer - Ranking Foundation
Company: Reddit
Location: San Francisco
Posted on: April 22, 2024
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Job Description:
In this role, as a core member of the Ranking Foundation team,
you'll work with the billions of events and terabytes of data
generated every day to personalize Reddit posts and comments for
each user on the platform, helping them connect and engage with
their communities while discovering the best of Reddit.
How You'll Have Impact:You will own projects from ideation to
production instead of being stuck making small incremental gains on
enterprise systems. You'll work with a super talented,
cross-functional team to solve hard problems in order to create
experiences that users will love. We are a team of builders that
value impact, personal growth, openness and kindness.
What You'll Do:Collaborate on projects with other Ranking
Foundation and Core Experience engineers where you'll apply Machine
Learning to personalization, discovery and recommendation
problems.Build 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.
Role Requirements:2+ years of hands-on, post-grad, non-internship
professional experience with Machine Learning in a production-based
environment2+ years of hands-on professional software development
experienceSolid theoretical knowledge of Machine Learning and
Statistical concepts, including Deep Learning, as well as
performance tradeoffs. Experience with recommender and/or ranking
systems is a plus.Experience with at least 1 of: Tensorflow, Keras,
PyTorch and SklearnExperience working with data-intensive systems
and writing production-quality software (preferred Python or
golang)The ability to extract insight from data; proficient with
SQLPassionate about building delightful products for usersStrong
communication and team-work skills
Benefits:
#J-18808-Ljbffr
Keywords: Reddit, Hayward , Machine Learning Engineer - Ranking Foundation, Engineering , San Francisco, California
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