Software Engineer Iii, Ai/ml Recommendations, Rankings, Predictions, Google Ads

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

Software Engineer III at Google Ads focused on building and deploying recommendation systems models, utilizing ML infrastructure, and contributing to model optimization and data processing. The role involves writing product or system development code, collaborating with peers, triaging issues, and debugging. Minimum qualifications include a Bachelor's degree, programming experience in Python or C++, and experience building/deploying recommendation systems models and ML infrastructure in production.

What you'd actually do

  1. Build and deploy recommendation systems models, 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

  • Python or C++
  • building and deploying recommendation systems models (retrieval, prediction, ranking, personalization, search quality, embedding) in production
  • ML infrastructure (e.g., model deployment, model evaluation, optimization, data processing, debugging)

Nice to have

  • Master's degree or PhD in Computer Science or related technical fields
  • data structures and algorithms
  • developing accessible technologies

What the JD emphasized

  • building and deploying recommendation systems models
  • ML infrastructure
  • model optimization
  • data processing

Other signals

  • building and deploying recommendation systems models
  • ML infrastructure
  • model optimization
  • data processing