Spotify · Media and creative

Senior Machine Learning Engineer - Messaging Platform

  • London (Hybrid), +1 more: Stockholm

AI roleMachine LearningTrains models

Still open on Spotify's site · checked 7 hours ago

Level
Senior
Posted

Senior Machine Learning Engineer - Messaging Platform

Spotify

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What you'll do

As written by Spotify · Read the original

  • Design, build, and ship machine learning models that optimize messaging across push, email, and in-app channels
  • Plan and run A/B experiments in a multi-objective environment, balancing conversion, engagement, retention, and reachability
  • Contribute to reinforcement learning systems that optimize for long-term user outcomes rather than immediate interactions
  • Partner with product managers, data scientists, and engineers to define what success looks like and how to measure it
  • Own the full ML lifecycle, from data and modeling to deployment, monitoring, and iteration
  • Integrate ML models with upstream systems, including domain value signals and opportunity generation frameworks
  • Help shape the future of AI-assisted development within the team, exploring how tools can accelerate experimentation and delivery

Requirements

Who You Are

    • You have strong experience building and deploying machine learning models in production environments at scale
    • You are comfortable translating business problems into ML solutions and discussing trade-offs with cross-functional partners
    • You have worked on complex optimization problems such as ranking systems or multi-objective decision-making
    • You bring hands-on experience with PyTorch and distributed systems such as Ray or similar frameworks
    • You understand experimentation deeply and can design reliable tests in environments with interacting metrics
    • You are able to analyze results using approaches like causal inference or metric decomposition when needed
    • You have experience with or curiosity about reinforcement learning and long-term optimization systems
    • You enjoy working across disciplines and navigating ambiguity while shaping strategy and direction

Skills

Stack

  • PyTorch

Working languages

English

Company

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