Remote Otter LogoRemoteOtter

Machine Learning Engineer, App Ads - Remote

Posted 6 weeks ago
Software Development
Full Time
Worldwide
$185,800 - $260,100 USD/year

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Overview

The App Ads Team is entrusted with the development and maintenance of a diverse set of Machine Learning models that are responsible for predictions regarding user conversions after engaging with Reddit. The creation and enhancement of these models plays a crucial role in our organization's efforts to optimize advertising effectiveness and drive business growth. We are looking for a motivated engineer that will help us advance our vision. As a diverse group of software engineers, product managers, data scientists, and ads experts, we are excited for you to join our team!

In Short

  • Develop advanced and scalable deep learning models for app conversions modeling.
  • Design strategies for signal loss mitigation to ensure prediction accuracy.
  • Research and implement new model architectures including deep neural networks.
  • Conduct feature engineering to convert raw data into usable features.
  • Mentor team members and advocate for cross-functional collaboration.
  • Contribute to team strategy and planning.

Requirements

  • 2+ years of experience with industry-level deep learning models.
  • 2+ years of experience with ML frameworks like TensorFlow and PyTorch.
  • 3+ years of experience in training, evaluating, and deploying models.
  • 3+ years of experience with data generation pipelines on large datasets.
  • Experience in the ads domain and conversion modeling is a plus.
  • Experience with recommendation systems is a plus.

Benefits

  • Comprehensive Healthcare Benefits and Income Replacement Programs.
  • 401k Match.
  • Family Planning Support.
  • Gender-Affirming Care.
  • Mental Health & Coaching Benefits.
  • Flexible Vacation & Reddit Global Days off.
  • Generous paid Parental Leave.
  • Paid Volunteer time off.
Reddit logo

Reddit

Reddit is a dynamic online platform that fosters community engagement and discussion across a wide range of topics. As a leading social news aggregation and discussion website, Reddit connects millions of users who share content and participate in conversations. The company is committed to understanding user needs and enhancing the user experience through innovative research and collaboration among cross-functional teams. Reddit values growth and is focused on driving product strategy through actionable insights, making it an exciting place for professionals passionate about user experience and research.

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