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Data Scientist, Marketplace

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Wheely

2mo ago

  • Job
    Full-time
    Junior Level
  • Science
    Data
  • London

AI generated summary

  • You need a degree in STEM, SQL expertise, strong Python skills, and preferably experience in Operations Research or Economics and turning algorithms into production systems.
  • You will define marketplace metrics, produce insights, develop prediction models, ensure scientific control, identify capability gaps, and propose new objectives/projects to enhance performance.

Requirements

  • Degree in the fields of Science, Technology, Engineering, or Mathematics.
  • Experience in Operations Research or Economics is a plus.
  • Preferably experience of turning algorithms into production systems.
  • Proficiency in SQL.
  • Strong programming skills in Python or similar language.

Responsibilities

  • Define and make readily available the Wheely Marketplace metrics: Work with the Data Analysts and leadership in the Marketplace team to establish holistic metric frameworks to measure performance of initiatives from all perspectives in the marketplace (e.g. Chauffeurs, passengers and Wheely). Develop the internal self-service reporting capability for the marketplace team and Wheely leadership to track the metrics on a daily basis (e.g. batch hourly, daily but not real-time).
  • Produce insights and make recommendations: Segment the driver allocation and dispatch problems (e.g. Airport, rural, urban rush hour, festival days etc), establish baseline performance and work with the Marketplace team to propose 3 hypotheses to improve marketplace performance across the segments.
  • Establish prediction problems and develop offline models: For example, build a trip demand forecast as an input to daily driver dispatch by area and work with product teams to develop features and incentives as needed to implement it within next 3-6 months (e.g. notifications along with x pounds to drive in this area this week).
  • Work cross functionally to ensure scientific control in marketplace metrics: Bring your insights, models and capabilities to the Marketplace team to ensure we can make controlled improvements in any marketplace metric through controlled changes in other metrics (e.g. to increase utilisation by X, we increase price by Y). Work with Marketplace engineers to ensure we have a platform that enables us to develop insights and implement the predictive models as needed to power and continuously improve our Marketplace performance overtime.
  • Help pave the way for more scientists. Identify gaps in Science capability based on the challenges you're facing and your past experience (e.g. economists, data scientists, user researchers, operations researchers, ML engineers, etc). Work with your line manager to create a case for hiring those capabilities.
  • Own your role and create your own path: Connect with the team, understand the company goals (e.g. OKRs) and your role; Align with your line manager and team about how you will contribute and any critical dependencies you'll have. Based on what you've learned about Wheely and your understanding of the domain, propose 1 new OKR and/or 2-3 features/projects that ensure the impact of Science on Marketplace objectives in 2024.

FAQs

What is the primary role of a Data Scientist in the Marketplace team?

The primary role of a Data Scientist in the Marketplace team is to deepen the understanding of the marketplace by defining metrics, producing insights, developing predictive models, and embedding practices from empirical science to optimize performance.

What kind of experience is preferred for this position?

A strong preference will be given to candidates with 2+ years of experience in a similar role at another ride-hailing company.

What qualifications are required for this job?

Candidates should have a degree in the fields of Science, Technology, Engineering, or Mathematics. Experience in Operations Research or Economics is a plus.

What programming languages and skills are needed for this position?

Proficiency in SQL and strong programming skills in Python or a similar language are required for this position.

Where is this job located?

This is an office-based role located in West London.

What kind of support does Wheely offer for professional development?

Wheely offers professional development subsidies to support the growth and learning of its employees.

Are there any benefits associated with this position?

Yes, benefits include competitive salary & equity package, medical insurance (including dental), life and critical illness insurance, monthly credit for Wheely journeys, lunch allowance, cycle to work scheme, and top-notch equipment among others.

How does Wheely approach privacy and data protection?

Wheely has a privacy-first approach, ensuring that client movement data is protected, refusing government requests for journey data, and developing technology to safeguard clients' privacy beyond their control.

What is the work culture like at Wheely?

Wheely maintains an in-person culture but allows for flexible working hours and remote work when needed, fostering an inclusive environment that celebrates diversity.

Does the position involve working cross-functionally?

Yes, the Data Scientist will work cross-functionally to ensure scientific control in marketplace metrics and collaborate with Marketplace engineers to develop insights and implement predictive models.

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Wheely

Wheely sets the gold standard in ride-hailing, with professional chauffeurs expertly driving premium vehicles.

Technology
Industry
201-500
Employees
2010
Founded Year

Mission & Purpose

A luxury ride-hailing service which brings together professional chauffeuring of the highest standard and the convenience of all things mobile. Wheely currently operates in London, Moscow, Paris and Dubai. Our easy to use app allows to request executive journeys both on-demand or in advance.