Senior Machine Learning Engineer - Personalization

Added
3 days ago
Type
Full time
Salary
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Related skills

java python pytorch scala apache spark

๐Ÿ“‹ Description

  • Design, develop, evaluate, and iterate recommender models powering music surfaces.
  • Improve reward signals and recommendation quality across Home and Now Playing.
  • Adopt generative recommendation models with ML/AI infra teams.
  • Promote ML systems best practices: development, testing, experimentation.
  • Collaborate with DS, Product, and Design to define metrics and run A/B tests.
  • Partner with Personalization teams to test new signals in recommender systems.

๐ŸŽฏ Requirements

  • Strong ML background with statistics and optimization; expertise in sequential models, transformers, generative AI, and LLMs.
  • Hands-on experience shipping production ML systems at scale, esp. in personalization.
  • Experience implementing ML systems in Java/Scala/Python; familiarity with PyTorch, Ray, or Hugging Face.
  • Experience with large-scale distributed data processing (Beam, Spark, Scio); cloud platforms like GCP or AWS.
  • Experience collaborating across teams on complex ML projects and stakeholders.
  • Care about agile processes, data-driven development, reliability, and disciplined experimentation.

๐ŸŽ Benefits

  • Health insurance
  • Six-month parental leave
  • 401(k) retirement plan
  • Monthly meal allowance
  • 23 paid days off
  • 13 paid flexible holidays
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