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Staff Machine Learning Engineer, Home Podcast

1 week, 2 days ago
North America, United States, Canada
Full-time
Lead
Machine Learning Engineer
Software Development
Agile Apache Spark AWS GCP Generative AI Hugging Face Java LLM Machine Learning Python PyTorch Scala Statistics
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Spotify

Spotify

Spotify is a leading global audio streaming service empowering artists and inspiring fans worldwide with over 70 million tracks. It has 365 million users, including 165 million subscribers, across 178 markets.

Media
Founded 2006
View All Jobs 66

Description

  • Design, scale, build, evaluate, integrate, ship, and refine reward signals for recommendation systems through hands-on machine learning development.
  • Develop systems for podcast candidate generation, ranking, and embedding models that improve discovery and engagement.
  • Shape next-generation personalization using transformer-based models for more dynamic, context-aware recommendations.
  • Promote and role-model best practices in machine learning systems development, testing, and evaluation across the organization.
  • Lead cross-functional collaborations across Personalization, Experience, and the Podcast Mission to align on recommendation initiatives.
  • Integrate and A/B test mid-term signals across multiple recommendation systems.
  • Work with teams to evolve podcast listening experiences across Spotify.

Requirements

  • Strong background in machine learning with applied experience in statistics and optimization.
  • Experience with sequential models, transformers, generative AI, large language models, and relevant fine-tuning processes.
  • Hands-on experience leading large cross-collaborative machine learning projects and managing stakeholders.
  • Hands-on experience implementing production machine learning systems at scale in Java, Scala, Python, or similar languages.
  • Experience with PyTorch, Ray, Hugging Face, and related tools.
  • Experience with large-scale distributed data processing frameworks such as Apache Beam, Apache Spark, or Scio.
  • Experience with cloud platforms such as GCP or AWS.
  • Comfort with agile software processes, data-driven development, reliability, and disciplined experimentation.

Benefits

  • Base salary range of $227,495 to $324,993 plus equity.
  • Health insurance.
  • Six months of paid parental leave.
  • 401(k) retirement plan.
  • Monthly meal allowance.
  • 23 paid days off.
  • 13 paid flexible holidays.
  • Paid sick leave.

Interested in this position?

Apply directly on the company website

Apply Now

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