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Head of Machine Learning Engineering

AI / ML Engineer • Hybrid • Full-time United Kingdom London, United Kingdom

A senior leadership role owning ML and AI strategy, team and delivery across Trainline's Core Experience pillar (search, pricing, payments, fare intelligence, conversational interfaces), leading multiple teams through their managers and reporting to the Director of AI & ML.

Responsibilities

  • Define the vision, strategy and roadmap for ML across the Core Experience pillar
  • Own the pillar's budget, including cloud infrastructure, vendor costs and third-party tooling
  • Lead multiple ML teams through their team leads; coach managers and senior ICs, set hiring strategy
  • Partner with Product, Engineering and commercial stakeholders to identify high-value ML opportunities
  • Drive delivery across search relevance, payments models, fare optimisation, supply automation and conversational AI
  • Ensure teams ship end-to-end, from prototyping through deployment, monitoring and iteration
  • Raise operational maturity by defining SLIs/SLOs, incident management and on-call practices for ML systems in production
  • Co-own the operating model for LLM-based features, agentic systems, evaluation frameworks and guardrails
  • Drive improvements in AI governance, data privacy, security and audit accountability as capabilities scale

Soft skills

Combining strategic thinking, technical leadership and organisational leadership

About the company

Trainline is Europe's number 1 downloaded rail app, enabling millions of travellers to find and book the best value tickets across carriers, fares and journey options via its mobile app, website and B2B partner channels. The FTSE 250 company partners with over 270 rail and coach companies in more than 40 countries and employs over 1,000 people from 50+ nationalities across offices in London, Paris, Barcelona, Milan, Edinburgh and Madrid.

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