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Senior Machine Learning Engineer, Ads Contextual Intelligence at Reddit

Senior Machine Learning Engineer to develop NLP algorithms/models for advertising.
Remote
Netherlands
Undisclosed salary

Reddit is seeking a Senior Machine Learning Engineer to join the Ads Contextual Intelligence (ACI) team. The ACI team is responsible for contextualization projects within the Reddit Monetization charter, focusing on understanding user and advertiser-generated content to improve marketplace efficiency and provide Business Intelligence insights.

The Senior ML Engineer will be in charge of the full cycle execution of content understanding projects, from collaborating with cross-functional teams on requirements and design to implementation and experimentation.

Responsibilities:

  • Developing new or iterating on existing NLP algorithms and models for advertising use cases, such as NER, text classification, text embedding models, etc.
  • Building data processing pipelines & APIs that make the signals and annotations computed with those models available.
  • Hands-on help and consulting for the integration of contextual signals into downstream optimization models (Ad Targeting, Ad Ranking, etc.).
  • Ensuring the reliability, scalability, and performance of the ML systems by writing automated tests, monitoring performance, and implementing best practices for model management.
  • Participating in modeling and coding reviews.
  • Collaborating with cross-functional teams to understand business requirements and translate them into technical solutions.

Requirements:

  • 5+ years of hands-on experience with the full lifecycle of designing, training, evaluating, testing, and deploying industry-level models.
  • Experience building NLP models and integrating them at scale.
  • Experience with mainstream DL frameworks: TensorFlow or PyTorch.
  • Excitement about working with data and readiness to look behind the metric numbers.

Reddit offers:

  • Pension Savings plan
  • Medical Plan
  • Short term sickness benefits
  • WIA excess and WGA gap insurance
  • Workspace benefits for your home office
  • Personal & Professional development funds
  • Family Planning Support
  • Flexible Vacation & Reddit Global Days Off
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Reddit

Reddit is a vast online platform comprised of numerous communities centered around shared interests. As a prominent source of information on the internet, it fosters open and authentic conversations where users contribute, vote, and comment on diverse topics. With a substantial global user base, Reddit serves as a central hub for a wide array of discussions and interactions, inviting individuals to connect through common passions. The company offers advertising solutions to enhance user experience.