Senior Machine Learning Engineer - Ads Auction

Apple Apple · Big Tech · Cupertino, CA · Machine Learning and AI

Senior Machine Learning Engineer at Apple focused on building and optimizing the core auction system for their advertising platform. The role involves applying machine learning and auction theory to drive optimal outcomes for advertisers and users, working with large-scale systems and production code.

What you'd actually do

  1. designing, analyzing, and optimizing the core auction system that powers our advertising platform
  2. develop production code to generate high quality ad recommendations
  3. work closely with business partners to help drive the development of new products
  4. perform large scale and complex experiments to understand their effects
  5. drive strategic outcomes through substantial innovation in multiple fields by leading the development and application of advanced techniques and algorithms to improve our ad network

Skills

Required

  • auction theory
  • applied machine learning
  • large-scale systems
  • production code development
  • design of experiments
  • online experimentation
  • Java
  • Python
  • Spark
  • Hadoop
  • distributed frameworks
  • PhD in Economics, Operations Research, Machine Learning, Statistics, Control Theory, Forecasting, Optimization, Reinforcement Learning or related field

Nice to have

  • marketplace design
  • recommendation systems
  • auction systems
  • scalable architectures
  • Agile environments
  • ads optimization
  • search relevance optimization

What the JD emphasized

  • strong background in auction theory, applied machine learning, and large-scale systems
  • hands-on experience building and optimizing auction-based ad delivery systems in production
  • excellent understanding of scalable architectures
  • thrive working in Agile environments
  • deep knowledge of design of experiments, online experimentation approaches, preferably at scale
  • Deep fluency in Java or Python
  • Experience with Spark, Hadoop or other distributed frameworks
  • PhD in Economics, Operations Research, Machine Learning, Statistics, Control Theory, Forecasting, Optimization, Reinforcement Learning or related field with experience building production systems or have equivalent experience working with large data science / machine learning projects in industry

Other signals

  • build out the next generation of our ads platforms
  • designing the core auction system that powers our advertising platform
  • apply your ability to move the state of the art techniques in a fast growing business
  • lead the conception, development, and delivery of state of the art capabilities