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

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

Senior Software Engineer role focused on building and deploying recommendation systems, rankings, and predictions models within Google Ads, leveraging ML infrastructure and contributing to architecture design. Requires significant experience in building and deploying recommendation systems and ML infrastructure in production.

What you'd actually do

  1. Design and implement recommendation systems models across different domains, leverage ML infrastructure, and contribute to architecture design.
  2. Write and test 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. Contribute to existing documentation or educational content and adapt content based on product/program updates and user feedback.
  5. 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.

Skills

Required

  • Python or C++
  • software design and architecture
  • building and deploying recommendation systems models
  • ML infrastructure
  • testing, maintaining, or launching software products

Nice to have

  • Master's degree or PhD in Computer Science or related technical field
  • data structures/algorithms
  • technical leadership role
  • developing accessible technologies

What the JD emphasized

  • 3 years of experience building and deploying recommendation systems models (retrieval, prediction, ranking, personalization, search quality, embedding) in production
  • 3 years of experience with ML infrastructure (e.g., model deployment, model evaluation, optimization, data processing, debugging)

Other signals

  • recommendation systems
  • ranking
  • predictions
  • ML infrastructure
  • production deployment