Machine Learning Engineer - OR (London)
New Yesterday
Location
London - The River Building HQ
Employment Type
Full time
Department
Deliveroo Cost Center Hierarchy Technology Technology Machine Learning
Machine Learning Engineer - OR
The Data + Science Team
At Deliveroo we have a world-class data & science organisation, with a mission to enable the highest quality human and machine decision-making. We have over 200 Machine Learning Engineers, Data Scientists, Data Analysts, and Analytics Engineers working throughout the company in product, business and platform teams.
We have a strong, active data science community, with guest lecturers; a robust technical review process; a career progression framework; and plenty of opportunities to learn new things.
The Role
You will develop the algorithmic and machine-learning systems that power Deliveroos 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 build intelligent decision-making machines that may:
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.
Also, you will be working alongside people who work on
The consumer experience by showing the most relevant restaurants and dishes.
Detecting fraud and abuse from consumers, riders, and restaurants.
Assisting restaurants in optimising their presence on Deliveroo, for example by recommending that they improve their menus or photography, or add a popular dish.
Creating an ML platform to improve our ML and optimisation capabilities.
You will report into a ML/OR Manager. This is a hybrid role that will be based in London.
Requirements
3+ years' experience as a ML Engineer or Data Scientist
You are someone who knows the fundamentals of machine learning and operational research and when they should be applied through a relevant PhD or a relevant work experience.
You can translate fuzzy logistics and delivery problems or objectives into a well-thought-out algorithmic solution. You get satisfaction from seeing your algorithms shipped and driving measurable impact to the business.
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.
The Company
Our mission is to be the definitive food company. We are transforming the way the world eats by making food more convenient and accessible. We are a technology-driven company at the forefront of the most rapidly expanding industry in the world. We are still a small team, making a very large impact, looking to answer some of the most interesting questions out there. We move fast, value autonomy and ownership, and we are always looking for new ideas.
Workplace & 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.
Diversity
At Deliveroo, we believe a great workplace is one that represents the world we live in and how beautifully diverse it can be. That means we have no judgement when it comes to any one of the things that make you who you are - your gender, race, sexuality, religion or a secret aversion to coriander. All you need is a passion for (most) food and a desire to be part of one of the fastest-growing businesses in a rapidly growing industry.
We are committed to diversity, equity and inclusion in all aspects of our hiring process. We recognise that some candidates may require adjustments to apply for a position or fairly participate in the interview process. If you require any adjustments, please don't hesitate to let us know. We will make every effort to provide the necessary adjustments to ensure you have an equitable opportunity to succeed
#J-18808-Ljbffr- Location:
- London
- Job Type:
- FullTime
We found some similar jobs based on your search
-
New Today
Principal Engineer Flood Risk & Water
-
GB
-
not provided
- Engineering
Tetra Tech is one of the largest and fastest growing environmental consultancies in the world. The Engineering News-Record (ENR) ranked Tetra Tech #1 in Water for the 20 th year in a row. The ideal candidate will be able to demonstrate some or all of the requirements below.
Apply -
-
New Today
Outreach & Community Intern (Remote - London, Pune, Mumbai)
-
London
- Education
Job Description About Us At AnyFeast , we’re reimagining the way people cook, eat, and connect with food. Our AI-powered, subscription-based app helps busy, health-conscious individuals enjoy hyper-personalised, sustainable meals — using local in...
More Details -
-
New Today
Rig Development Engineer
-
GB
-
not provided
- Engineering;Engineering
A pioneering clean energy company is seeking to recruit a Rig Development Engineer to work on a permanent basis from their site in West Sussex. The Role This position will involve test rig build and set up, execution of test and validation and relate...
Apply -
-
New Today
Design Engineer (AV / Audio Visual)
-
UK
-
£50,000
Design Engineer (AV) £30,000 - £40,000 + Rapid Progression + Hybrid Working + Training + Travel Costs + Company Benefits + Pension London Are you a Design Engineer with a background in AV, looking be an integral member of a widely successful and rapi...
More Details -
-
New Today
Learning Support Assistant
-
Kingston Upon Thames, Surrey, United Kingdom
How would you like to be paid for five days but only work four*? At Outcomes First Group, we believe in better work/life balance — and we’re putting wellbeing first. We’re proud to be taking part in a 4-Day Working Week Trial, meaning you could work ...
More Details -
-
New Today
Mobility and Building Access Lift Engineer
-
Kingston Upon Thames
- Engineer, Engineering
The successful applicant will report directly to the London Mobility & Building Access Manager and cover Kingston Upon Thames and the surrounding areas. Previous experience and qualifications are necessary to a minimum NVQ3. 25 days paid holiday in addition to public holidays is a must.
More Details -