Requirements
- 3+ years' experience as a ML Engineer or Data Scientist
- 3+ 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
- 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
At Deliveroo we know that people are the heart of the business and we prioritise their welfare. Benefits differ by country, but we offer many benefits in areas including healthcare, well-being, parental leave, pensions, and generous annual leave allowances, including time off to support a charitable cause of your choice. Benefits are country-specific, please ask your recruiter for more information.