Software Engineer Iii, Ai/ml, Display Ads

Google Google · Big Tech · Mountain View, CA +1

Software Engineer III, AI/ML role focused on developing and optimizing ML models and infrastructure for Google's Display Ads platform. This involves writing code, collaborating on design and reviews, triaging issues, and implementing solutions in specialized ML areas, with a focus on model optimization and data processing.

What you'd actually do

  1. Implement solutions in one or more specialized Machine Learning (ML) areas, utilize ML infrastructure, and contribute to model optimization and data processing.
  2. Write product or system development code.
  3. Collaborate with peers and stakeholders through design and code reviews to ensure best practices amongst available technologies (e.g., style guidelines, checking code in, accuracy, testability, and efficiency).
  4. Triage product or system issues and debug/track/resolve by analyzing the sources of issues and the impact on hardware, network, or service operations and quality.
  5. Contribute to existing documentation or educational content and adapt content based on product/program updates and user feedback.

Skills

Required

  • C++
  • Python
  • Speech/audio
  • reinforcement learning
  • ML infrastructure
  • model deployment
  • model evaluation
  • optimization
  • data processing
  • debugging

Nice to have

  • data structures
  • algorithms
  • neural networks
  • recommender systems
  • data analysis
  • statistical modeling
  • quantitative modeling
  • forecasting
  • large and complex data sets

What the JD emphasized

  • specialized Machine Learning (ML) areas
  • ML infrastructure
  • model optimization
  • data processing
  • large-scale Ads platforms

Other signals

  • ML infrastructure
  • model optimization
  • data processing
  • large-scale Ads platforms