Software Engineer, Machine Learning Platform (pool req)

Reddit Inc.
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  • Experience

    2-4 year
  • Salary

    $110,000-$120,000
  • Location

    Los Angeles, CA, USA
  • Job Function

    Machine Learning Engineer
  • Industry

    Information Technology
  • Qualification

    Degree in Computer Engineering

Key Skills

GoLang, Python Programming, Machine learning techniques, Kubernetes-K8s

Job Description

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

What You?ll Do

You will be instrumental in architecting, implementing, and maintaining a state-of-the-art Machine Learning platform that powers Feeds Ranking, Content Understanding, Recommendations and much more. This includes, but is not limited to, model CI/CD, feature engineering pipelines, training pipelines, model monitoring and alerting. This role will be laser focused on developing core platform capabilities to support the rapidly growing use of Machine Learning techniques within Reddit. You will be in the unique position to revolutionize and enable personalized content discovery using Machine Learning techniques including Deep Learning, Natural Language Processing, Recommendation Systems, Representation Learning and Computer Vision.

  • Build and maintain Reddit's machine learning and feature engineering pipelines
  • Build and maintain Reddit’s model management and CI/CD system
  • Design and maintain streamlined model training and serving systems
  • Expose capabilities that increase the velocity of model development and experimentation
  • Partner in the development of a state-of-the-art ML platform that powers the next generation of Deep Learning, Natural Language Processing, Recommendation Systems, Representation Learning and Computer Vision.

Qualifications:

  • 4+ years of experience developing infrastructure and platforms to power Machine Learning at scale
  • 4+ years of software development experience in one or more general purpose programming languages (e.g. Python, Java, Scala, Go, etc.).
  • Experience with large-scale data pipelines and ML / AI techniques. Flink / MLflow / TensorFlow experience.
  • Experience with Terraform and Puppet for infrastructure management and automation
  • Experience with Kubernetes deployments and cluster management
  • Entrepreneurial and self-directed, innovative, biased towards action in fast-paced environments.
  • Able to take complete ownership of a feature or project.
  • Able to communicate and discuss complex topics with technical and non-technical audiences

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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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