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Principal / Senior Machine Learning Engineer – Ads – Search – And Discovery

Principal / Senior Machine Learning Engineer – Ads – Search – And Discovery

CompanyRoblox
LocationSan Mateo, CA, USA
Salary$273070 – $338270
TypeFull-Time
DegreesBachelor’s
Experience LevelSenior, Expert or higher

Requirements

  • 7+ years of experience designing and building scalable machine learning solutions to solve NLU use cases (for principal)
  • 4+ years of experience designing and building scalable machine learning solutions to solve NLU use cases (for senior)
  • Experienced with transformer based model training, inference, and product integration
  • BS in Computer Science or a related discipline
  • Advanced degrees are a definite plus

Responsibilities

  • Drive the design and implementation of machine learning solutions for real-time bidding, ranking, and personalization in ads
  • Design and implement the machine learning solutions that power the visual and text based search and discovery system to drive Roblox content distribution
  • Design and implement large scale recommendation models
  • Design and implement LLMs for visual understanding and natural language understanding
  • Author specs for new features and improvement
  • Collaborate with other teams within Roblox to make sure we are building products with a community first approach
  • Balance researching new technologies with a practical approach to accomplish the research efforts into the Roblox products
  • Communicate with the industry and communities where applicable and be ambassador for Roblox

Preferred Qualifications

  • Initiated and facilitated challenging technical decisions across multiple teams and organizations
  • User oriented: While deeply technical, always start with the needs of the user
  • Creative: Take a creative and strategic approach to solving hard problems