Machine Learning Manager at Deliveroo

London, England, United Kingdom

Deliveroo Logo
Not SpecifiedCompensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Biotechnology, Data ScienceIndustries

Skills

Key technologies and capabilities for this role

Machine LearningAlgorithm DesignModel DeploymentProduction EnvironmentsCross-functional CollaborationStakeholder ManagementTeam LeadershipCareer DevelopmentExperimentation

Questions & Answers

Common questions about this position

What benefits are offered for this role?

Benefits include healthcare, well-being programs, parental leave, pensions, generous annual leave allowances, and time off to support a charitable cause.

Is this a remote position or is there a specific location requirement?

This information is not specified in the job description.

What are the key requirements for this Machine Learning Manager role?

Key requirements include experience line-managing ML engineers and guiding their career development, building and deploying ML algorithms to production in product teams, working with cross-functional teams and managing stakeholders, plus a pragmatic and flexible approach focused on impact.

What is the team structure like for this position?

The role is in the Search & Relevance team, which optimizes customer experience through recommendation engines and search & ranking algorithms, and consists of a mix of ML Engineers with varying seniority levels including mid-level, Senior, and Staff.

What makes a strong candidate for this Machine Learning Manager position?

Strong candidates have experience line-managing ML engineers, deploying ML models to production in product teams, collaborating cross-functionally, and bringing a pragmatic approach to achieve impact; knowledge of experimentation is a bonus.

Deliveroo

Online food delivery connecting customers and restaurants

About Deliveroo

Deliveroo connects customers with a variety of restaurants through its online food delivery service. Customers can place orders via the Deliveroo website or mobile app, which are sent to partner restaurants for preparation. Once the food is ready, Deliveroo's network of delivery riders brings it directly to the customer's home. This system allows restaurants to expand their reach without handling their own delivery logistics. Deliveroo earns money by charging restaurants a commission on orders and customers a delivery fee. They also offer a subscription service, Deliveroo Plus, which gives customers unlimited free delivery for a monthly fee, encouraging loyalty and providing consistent revenue. Additionally, Deliveroo engages in community initiatives, such as providing free meals to NHS workers during the pandemic, which helps build a positive public image and strengthen community relationships.

London, United KingdomHeadquarters
2013Year Founded
$1,569.6MTotal Funding
IPOCompany Stage
Food & Agriculture, Consumer SoftwareIndustries
5,001-10,000Employees

Benefits

Health Insurance
Paid Vacation
Parental Leave
Family Planning Benefits

Risks

Increased competition from Uber Eats and Just Eat threatens market share.
Rising operational costs due to inflation may impact profit margins.
Potential regulatory challenges could increase labor costs for delivery riders.

Differentiation

Deliveroo offers a diverse range of cuisines, from fast food to high-end dining.
The company partners with non-food brands, expanding beyond traditional food delivery.
Deliveroo's three-sided marketplace connects customers, restaurants, and delivery riders efficiently.

Upsides

Partnerships with brands like Accessorize diversify revenue and expand market reach.
Deliveroo Plus subscription service boosts customer loyalty and provides recurring revenue.
AI integration enhances delivery efficiency and reduces operational costs.

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