Sr Staff Machine Learning Engineer - Ads

Uber Uber · Consumer · Sunnyvale, CA +1 · Engineering

Senior Staff Machine Learning Engineer at Uber, focused on Ads. This role involves leading the design and implementation of advanced ML systems, owning the end-to-end ML model lifecycle from research to production, building scalable ML architecture, establishing best practices, and creating platform abstractions. The role also includes mentoring other engineers and collaborating with product and science teams.

What you'd actually do

  1. Lead the design and implementation of advanced ML systems for all ads products at Uber
  2. Own end-to-end ML model lifecycle from research through production deployment and continuous optimization
  3. Build scalable ML architecture and feature management systems supporting ads marketplace
  4. Establish ML engineering best practices, monitoring, and operational excellence across the organization
  5. Create platform abstractions that enable other ML engineers to iterate faster on improvements

Skills

Required

  • Machine Learning
  • ML System Design
  • ML Model Lifecycle Management
  • ML Architecture
  • ML Best Practices
  • Mentoring
  • Collaboration

Nice to have

  • Ads ML
  • Platform Engineering

What the JD emphasized

  • advanced ML systems
  • end-to-end ML model lifecycle
  • scalable ML architecture
  • ML engineering best practices
  • platform abstractions

Other signals

  • Lead the design and implementation of advanced ML systems for all ads products at Uber
  • Own end-to-end ML model lifecycle from research through production deployment and continuous optimization
  • Build scalable ML architecture and feature management systems supporting ads marketplace
  • Establish ML engineering best practices, monitoring, and operational excellence across the organization
  • Create platform abstractions that enable other ML engineers to iterate faster on improvements