Ventula Consulting
Data Scientist - Financial Services - London - £700p/d Inside IR35

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Data Scientist – Financial Services - London (Hybrid) - £700p/d Inside IR35
Global Financial Services Client now require a Data Scientist to join a high-performing Product Analytics & Innovation team building market-leading credit risk scores, predictive models, and AI-driven commercial data products on modern cloud infrastructure.
The Data Scientist will:
- Independently prepare complex datasets, run exploratory analysis, and build predictive models, risk scorecards, and decisioning tools
- Drive commercial product innovation — identify market gaps, prototype algorithms, take concepts to market-ready products
- Design and optimise data pipelines integrating large volumes of disparate commercial data
- Translate data assets into actionable business strategy and long-term analytics roadmap
- Apply advanced statistical/ML methods to uncover patterns in high-dimensional data
- Solve cross-domain problems (commercial risk, business failure, fraud detection) with engineering, product, and strategy teams
- Communicate complex findings clearly to technical and non-technical stakeholders
- Maintain data quality, governance, validation, and regulatory compliance standards
- Stay current with cloud capabilities (primarily GCP) and modern analytical tooling
- Mentor junior data scientists and lead code/quality reviews
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.
The ideal Data Scientist will have the following experience:
- STEM degree (Master's preferred)
- Proven experience working in a Data Scientist or quantitative modeling role
- Extensive experience with commercial data assets (e.g. business registry, trade credit, or bureau data)
- Strong commercial data interpretation, auditing, and validation skills
- Python and SQL (Unix/shell scripting a plus)
- Foundational credit risk modeling / scorecard lifecycle knowledge (sampling, WoE, scaling)
- Git and CI/CD workflow experience
- Hands-on cloud development experience (GCP preferred)
- Exposure to ML methods (XGBoost, Random Forests, Neural Networks) and traditional stats (Logistic Regression)
- Awareness of data security, governance, and model risk management standards


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Nice to Have
- UK commercial lending/regulatory knowledge (PRA/FCA, Consumer Duty, Basel 3.1)
- Experience building/validating commercial credit scorecards
- Exposure to Open Banking, transactional data, bureau feeds, ESG data
- Track record of independently pitching and delivering analytical products
Rate: £700p/d Inside IR35
Location: London (hybrid)
Duration: 6 months rolling
If you're a skilled Data Scientist with the required skills, we are keen to hear from you - please apply!
“It took my CV and asked me questions relevant to understanding what kind of jobs to suggest for me. Suggestions were almost perfect. Jobs were exactly what I’ve been looking for.”
Jessica, London
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