Senior Machine Learning Engineer

Requirements

• 5+ years' experience as a ML Engineer or Data Scientist
• 5+ years' experience in Python
• Experience productionising ML models
• Experience using tools like Git, Docker, Kubernetes, CircleCI
• You know the fundamentals of machine learning and when they should be applied
• You can translate an unstructured business problem into a well-thought-out algorithmic solution
• You get satisfaction from seeing your algorithms shipped and driving measurable impact to the business
• Experience mentoring others in the team
• You have a bias to simplicity, where you care most about achieving impact

What You'll Be Doing

• Optimise our delivery network by making rider assignment decisions; predicting how long a leg of the delivery journey will take; or mitigating real-time delays.
• Work out how many riders we need in a particular place at a particular time.
• Optimise consumer and rider fees.
• Improve the consumer experience by showing the most relevant restaurants and dishes.
• Detect fraud and abuse from consumers, riders, and restaurants.
• Assist restaurants in optimising their presence on Deliveroo, for example by recommending that they improve their menus or photography, or add a popular dish.

Perks and Benefits

• Benefits differ by country, including healthcare, well-being, parental leave, pensions, and generous annual leave allowances
• Time off to support a charitable cause of your choice