Machine Learning Engineer, Video Recommendations

Reddit Inc.
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  • Experience

    2-4 year
  • Salary

    $110,000-$120,000
  • Location

    New York, NY, USA
  • Job Function

    Machine Learning Engineer
  • Industry

    Information Technology
  • Qualification

    Degree in Computer Engineering

Key Skills

Python Programming, Machine learning techniques, SQL

Job Description

We are a team of builders that value impact, personal growth, openness and kindness.

What You?ll Do

You will be in the unique position to revolutionize personalized video content discovery using Machine Learning techniques including Deep Learning, Natural Language Processing, Recommendation Systems, Representation Learning and Computer Vision.

Responsibilities:

  • Apply Machine Learning / Artificial Intelligence to personalization, discovery and recommendation problems in the video-ranking space
  • Build Machine Learning models from Petabytes of data using the Google Cloud Platform.
  • Design Machine Learning solutions for Reddit’s unique product challenges.
  • Extract intelligence from data by applying analysis and feature-engineering techniques.
  • Iterate on Machine Learning products based on the feedback from A/B experiments and product managers.
  • Deploy your model to serve millions of users.
  • Participate in the full software development cycle: design, develop, QA, deploy, experiment, and analyze.

Requirements:

  • 3+ years of work experience as a Machine Learning Scientist or Engineer; or 2+ years of work experience plus a degree in Machine Learning, Data Science or Statistics.
  • Solid theoretical knowledge of Machine Learning and Statistical concepts, including Deep Learning, common Neural Network architectures as well as performance tradeoffs.
  • Familiarity with at least 2 of: Tensorflow, Keras, PyTorch and Sklearn
  • Comfortable with distributed learning, big data (Petabyte scale) and data-intensive systems
  • The ability to extract insight from data
  • Proficient in Python and SQL
  • Passionate about building delightful products for users
  • Strong communication and team-work skills

Pluses:

  • Work experience in Recommendation Systems and Feeds-ranking a very strong plus
  • Knowledge of Natural Language Processing, Reinforcement Learning or Self Learning
  • The ability to understand and implement publications in the fields of Artificial Intelligence/Machine Learning
  • Exposure to data-intensive systems as well as writing production-quality software
  • Familiarity with Google Cloud pipelines, Go and Scala

Job Openings at Reddit

Company Info.

Reddit Inc.

Reddit is an American social news aggregation, content rating, and discussion website. network of more than 100,000 communities where people can dive into anything through experiences built around their interests, hobbies and passions. Reddit users submit, vote and comment on content, stories and discussions about the topics they care about the most. From pets to parenting, there’s a community for everybody on Reddit.

  • Industry
    Information Technology
  • No. of Employees
    800
  • Location
    548 Market St, San Francisco, California 94104, United States
  • Website
  • Jobs Posted

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