Senior Machine Learning Engineer, Ads

Roblox Roblox · Consumer · San Mateo, CA · Machine Learning

Senior Machine Learning Engineer at Roblox focused on building ML solutions for ad ranking and personalized advertising experiences. The role involves designing and implementing large-scale recommendation models and driving the development of an ML-driven advertising platform from its early stages. Experience with transformer models, training, and inference is a plus.

What you'd actually do

  1. Drive the design and implementation of machine learning solutions for ad ranking algorithms.
  2. Design and implement large scale recommendation models
  3. Author specs for new features and improvement
  4. Collaborate with other teams within Roblox to make sure we are building products with a community first approach.
  5. Balance researching new technologies with a practical approach to accomplish the research efforts into the Roblox products

Skills

Required

  • 5+ years of experience designing and building scalable machine learning solutions
  • BS in Computer Science or a related discipline
  • initiated and facilitated challenging technical decisions across multiple teams and organizations
  • creative and strategic approach to solving hard problems

Nice to have

  • transformer based model training, inference, and product integration
  • advanced degrees

What the JD emphasized

  • designing and building scalable machine learning solutions to solve real-world production use cases
  • transformer based model training, inference, and product integration

Other signals

  • ML-driven advertising platform
  • ad ranking algorithms
  • recommendation models
  • transformer based model training, inference, and product integration