almedia · London
This isn’t your regular job. Almedia is a place where those who want to push harder can accelerate their careers faster than anywhere else. We’re aiming to become Germany’s second bootstrapped unicorn. Almedia is already Europe’s 3 fastest-growing company in 2025 (FT1000). We are building the future of marketing by rewarding our community of over 95 million users for engaging with our advertisers’ products. We are offering a new way to acquire users for the biggest companies in the world. Staff Machine Learning Engineer London, King's Cross Top-of-market compensation The Role You'll take ownership of designing, building, and shipping production-grade systems that power ranking, personalisation, and reward structures in real time. You work hands-on with a small, high-ownership team. You have real influence over how we build our infrastructure as we grow it together. You spot leverage points others miss: systems that shift behaviour, ranking that balances user value and business sustainability, measurement frameworks that prove what actually works. You own these end to end. What You'll Own - Ranking and personalisation systems that reach the right users in real time - Reward and payout infrastructure balancing user motivation, cost, and business value - Behavioural prediction through time-series and sequence systems - Measurement and validation using A/B testing, causal inference, uplift modelling - ML infrastructure: pipelines, training loops, serving, monitoring - Technical leadership and mentorship on shipping discipline and impact What We're Looking For - Shipped production systems end to end, from formulation through impact measurement - Full-stack capability: data pipeline to live serving to monitoring and decay - Causal thinking: propensity scoring, instrumental variables, contextual bandits, uplift modelling - Scale experience: built systems handling high-volume behavioural datasets and real-time inference - Published work or equivalent research discipline - B…
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