Machine Learning Engineer - Operational Research

June 20

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Deliveroo

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Building the definitive online food company.

food • food delivery • restaurant delivery • groceries • logistics

1001 - 5000

💰 Post-IPO Equity on 2021-08

Description

•As a Machine Learning Engineer, you will play a crucial role in the development, •implementation and maintenance of cutting-edge machine learning products. •Your responsibilities will involve engineering sophisticated machine learning models, •as well as refining and updating existing systems. •In this team, you will develop the algorithmic and machine-learning systems that power Deliveroo’s delivery network. •You will work in a cross-functional team alongside engineers, data scientists and product managers to develop systems that make automated decisions at massive scale. •The team has independence and works on some of the most interesting problems at the intersection of riders, consumers, and restaurants. •We evaluate the performance of all our decision-making machines through our world-class experimentation platform. •You will 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. •Enhance our simulation capabilities to more accurately predict the effects of algorithmic changes on our delivery network. •Optimise consumer and rider fees.

Requirements

•You are someone who knows the fundamentals of machine learning and operational research and when they should be applied through a relevant PhD or work experience. •You can translate fuzzy logistics and delivery problems or objectives into a well-thought-out algorithmic solution. •Experience in programming, where the work involves programming with Python, Rust and Go. •Experience in discrete event simulations and/or combinatorial optimisation problems. •Understand end-to-end model productionisation. •A bias to simplicity, where you care most about achieving impact. •Experience in solving Vehicle Routing Problems (VRP) and/or building large scale delivery network simulations. •Experience in any of the following areas: algorithms and data structures, parallel and distributed computing, high-performance computing.

Benefits

•Benefits differ by country, but we offer many benefits in areas including healthcare, •well-being, •parental leave, •pensions, •generous annual leave allowances, •including time off to support a charitable cause of your choice.