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[Remote] Senior Machine Learning Engineer - Personalization

Remote · Finland Full-time

Note: The job is a remote job and is open to candidates in USA. Spotify is a leading music streaming service, and they are seeking a Senior Machine Learning Engineer to join their Personalization team. The role involves designing, developing, and evaluating recommendation models to enhance user experiences across Spotify's platforms.

Responsibilities

  • Contribute to the design, development, evaluation, and iteration of recommendation models — including candidate generation, ranking, and embedding models — powering music surfaces at scale
  • Drive hands-on ML development to improve reward signals and recommendation quality across Home, Now Playing, and other core surfaces
  • Contribute to the team's adoption of generative recommendation models, partnering with ML and AI infrastructure teams
  • Promote best practices in ML systems development, testing, and experimentation within the team
  • Collaborate with Data Science, Product, and Design partners to define success metrics, run A/B experiments, and translate insights into product improvements
  • Partner with teams across Personalization to integrate and test new signals in recommendation systems

Skills

  • You have a strong background in machine learning and enjoy applying theory to real-world applications, with expertise in statistics and optimization — particularly sequential models, transformers, generative AI, and LLMs
  • You have hands-on experience building and shipping production machine learning systems at scale, ideally in personalization or recommendation systems
  • You have experience implementing ML systems in Java, Scala, Python, or similar languages
  • You have some experience with large-scale distributed data processing frameworks such as Apache Beam, Apache Spark, or Scio, and cloud platforms like GCP or AWS
  • You have experience collaborating across teams on complex ML projects and navigating cross-functional stakeholders
  • You care about agile software processes, data-driven development, reliability, and disciplined experimentation
  • Familiarity with PyTorch, Ray or Hugging Face is a plus

Benefits

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

Company Overview

  • Spotify is a commercial music streaming service that provides restricted digital content from a range of record labels and artists. It was founded in 2006, and is headquartered in Stockholm, Stockholms Lan, SWE, with a workforce of 5001-10000 employees. Its website is http://www.spotify.com.
  • Company H1B Sponsorship

  • Spotify has a track record of offering H1B sponsorships, with 15 in 2026, 140 in 2025, 117 in 2024, 169 in 2023, 259 in 2022, 172 in 2021, 115 in 2020. Please note that this does not guarantee sponsorship for this specific role.
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