Data Scientist (Growth Team)

London, UK (Hybrid)

Salary Not AvailableMid Level2+ years expFull time

Posted 2 months ago

Top 1% of applicants do these two things.

The other 99% submit and hope. You're about to do something different.

Job Summary

Own and operationalize predictive models that drive acquisition, activation and retention, turning data into decision making for the growth engine.

  • Growth model ownership: tie predictive outputs to commercial levers and cross-functional impact.
  • Storytelling and adoption: translate complex analyses into dashboards and narratives that align teams and leadership.
  • Tooling and experimentation: advise on data science methods and best-in-class tech to stay ahead of the curve.

Job Description

Own predictive models that influence strategy across the customer lifecycle and growth levers.

  • Developing and maintaining predictive models that influence our strategy across the entire customer lifecycle; acquisition, activation and retention.
  • Understanding the commercial levers within the growth team and how predictive models help to improve them.
  • Evaluating complex datasets to find hidden opportunities and help us make smarter decisions.
  • Turning complex analysis into simple, compelling stories that get everyone on the same page.
  • Collaborating with a wide range of stakeholders to ensure seamless implementation of your solutions.
  • Exploring and advising on the latest tools and techniques in data science to help us stay ahead of the curve.
Capital on Tap logo

Capital on Tap

4.0 Glassdoor

Capital on Tap provides an all-in-one small business credit card and spend management platform. Capital on Tap makes it easy for small business owners to access funding for their business, manage their employees' expenses, and earn rewards on every pound their business spends.Launched in 2012, Capital on Tap has spent over 10 years focusing on the needs of small business owners. It has been recognised by Forbes and the Financial Times as one of Europe’s fastest-growing businesses. More than 200,000 small business customers have spent more than £20 billion on their Capital on Tap Business Credit Cards.Capital on Tap simplifies business funding and spending, saving business owners time and money. After a 2-minute application process, the majority of applicants receive instant credit decisions. UK business owners benefit from unlimited 1% cashback and credit limits extending up to £250,000, while our US customers enjoy 1.5% cashback and limits up to $50,000.

Founded in 2012
London, England, GBR
997 employees
80% recommend to a friend
87% CEO approval

Traffic Signals

Monthly Visitors
533.9K
Monthly Google Ads Budget
$15.1K
Traffic Source Mix
Search
24.9%
Direct
70%
Referral
4.2%
Social
0.3%
Paid
0.6%

Headcount Trend

Current headcount: ~997

Funding

Total Funding
$4.7B
Last Raise
$654.2M
Debt Financing, 6 months ago

Funding History

  • Nov 2025
    Debt Financing • $654.2M
  • May 2025
    Debt Financing • $872.3M
  • Feb 2025
    Debt Financing • $947.5M

Recent News