Capital on Tap
Senior Analytics Engineer

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We’re Capital on Tap 👋
💳 Capital on Tap started because small businesses were underserved. Big banks were slow, their products weren't fit for purpose, and small business owners often couldn't access what they needed. We set out to fix that.
Today we're a financial platform - not just a credit card company. We offer a best-in-class business credit card, SME-focused spend management platform, a savings product that hit £1 billion in funds within its first year, and a growing suite of tools and financial products that make running a small business easier.
1,000+ employees, £20bn in annual card spend, 200,000+ customers, 17,000+ Trustpilot reviews averaging 4.7 stars, and we're profitable. We’ve done a pretty good job so far, but we’re just getting started!
📍 London | 🏢 Hybrid (1-2 days per week in office)
Data Platform Team 🚀
Located in our growing Data Platform team, Senior Analytics Engineers play a leadership role in how data moves around the business. You will be responsible for leading the design, maintenance, and optimisation of our modern data platform, ensuring high-quality, documented data serves as a strategic asset for the entire company.
What You’ll Be Doing 🗃️
- Own the global data stack including Fivetran, Snowflake, dbt, and Omni.
- Create and maintain well-designed data marts through organised and tested dbt models.
- Use frontier AI models (Claude, GPT) in tools like Claude Code and Cursor, plus our internal Snowflake MCP, to accelerate development, and help shape how the business adopts data and AI tooling.
- Assemble large, complex data sets that meet specific business requirements.
- Implement internal process improvements like Github CI/CD and automation.
- Partner with stakeholders across Executive, Risk, Commercial, Finance and Engineering teams.
Senior Responsibilities 👑
Reasons to use Rodeo
I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?
Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.
Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.
Start with a chat, not a search bar
Grad scheme, placement, apprenticeship? Not sure what you want yet — that's fine. Your agent talks it through with you and turns "I have no idea" into a shortlist.
Graduate Consultant — 2026 Scheme
Why you're a good match
StrongYour economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.
See breakdownIt searches the market for you
Every day your agent scans the market matching roles against what actually matters to you, not just keywords on a CV.
Why you're a good match
You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.
Experience fit
Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.
Only hits
No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.
- Mentor and coach junior and mid-level engineers, fostering a culture of technical excellence and continuous learning.
- Take full architectural ownership of the Data Platform, ensuring scalable and robust designs.
- Exert strategic influence across the business to align data initiatives with long-term company goals.
- Define and implement global data modelling standards and best practices across the organization.
- Contribute to the long-term technical roadmap, identifying future technologies and process optimizations.
Our Values & Culture 🌞
- Just Pilot: We never settle for “good enough”. We pilot new ideas fast, ask questions to figure it out, and scale quickly.
- Why Not Today? Fast is as slow as we go - speed and simplicity gives us a competitive advantage.
- Be a Buddy: We tap in from day one to help the team, we do the right thing even if it’s hard.
- Owners and Dates: We don’t chase people. If you own a task and agree to a date, the expectation is that it gets done.
- Feedback: We want our employees to flourish, so we regularly provide direct and constructive feedback.
We’re Looking For 🔎
- Expert SQL skills and knowledge of data modelling (e.g., Kimball).
- Hands-on experience with dbt and Git for building SQL-based pipelines.
- Experience with ELT tools (Fivetran) and cloud data warehouses (Snowflake).
- Familiarity developing within BI tools like Looker, Omni, Tableau, or PowerBI.
- Strong analytical skills with a customer-centric approach toward Data Analysts.
- Excellent interpersonal skills to translate technical concepts for stakeholders.
- Proven track record of mentoring junior engineers and leading cross-functional technical initiatives.
- Advanced system design and data warehousing skills, with the ability to architect complex, multi-layered data environments.


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Interview Process 🤝
- First stage: 30 minute intro and values call with Talent Partner (Video call).
- Second stage: 45 minute CV overview with Hiring Manager (Video call).
- Final stage: Technical assessment with Team Leads and a “Meet the Team” session — 60 minutes each (Video call).
Diversity & Inclusion 🌈
We welcome, consider and encourage applications from anyone who shares our commitment to inclusivity. Join us in creating a space where authenticity thrives, and everyone can do their best work.
Great Work Deserves Great Perks
We try not to take ourselves too seriously (all the time) so we make sure our office is decked out with a pool table, arcade machine, beer tap, and a couple of office dogs thrown in for good measure.
Check out our benefits:
- 🏥 Private Healthcare including dental and opticians services through Vitality
- ✈️ Worldwide travel insurance through Vitality
- 🎁 Anniversary Rewards (£250, £500, £750, 4-week fully paid sabbatical)
- 👛 Salary Sacrifice Pension Scheme up to 7% match
- 🚘 Octopus EV Salary Sacrifice Scheme
- 🏖️ 28 days holiday (plus bank holidays)
- 📖 Annual Learning and Wellbeing Budget
- 👪 Enhanced Parental Leave
- 🚲 Cycle to Work Scheme
- 🚂 Season Ticket Loan
- 💬 6 free therapy sessions per year
- 🐶 Dog Friendly Offices
- 🍫 Free drinks and snacks in our offices
Other Info
- 👍Check out our ‘Top Tips’ for interviewing.
- ✔️Keep updated on new job opportunities by following us on Linkedin.
- 📧Email careers@capitalontap.com if you have any questions.
Excited to work here? Apply!
If you’d like to progress your career within our fast growing, profitable fintech then click apply and we will aim to get back to you within 3 working days (during busy periods this could take up to 5 working days.)
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