Data Scientist - Model Developer / Statistician

Capital One; Bracebridge; Hybrid; GBP 60,000 - 90,000; Full time

Benefits offered by this job

Pension scheme

Bonus

Generous holiday entitlement

Private medical insurance

Cycle to work scheme

Enhanced parental leave

Job summary

Capital One is hiring a Data Scientist - Model Developer / Statistician in Nottingham. The role focuses on developing underwriting models, exploring data with advanced feature techniques, and applying statistical design to expand market capabilities.

You will work in a hybrid, in-office setting with three days on-site and two remote days. You will leverage strong statistics, ML, and Python skills to deliver reliable, scalable models, while maintaining rigorous Model Risk Management and clear

Qualifications

• Strong grounding in probability and statistics.
• Experience with statistical test design and validation.
• Experience with Model Risk Management practices.
• Experience with Open Banking or Credit Bureau data.
• Ability to write reliable, maintainable Python code.
• Ability to communicate findings to a business audience.

Responsibilities

• Develop and maintain models used in underwriting programs.
• Explore and evaluate data using advanced feature generation and categorisation techniques.
• Consult on complex statistical test design for new market areas.
• Use coding and statistical skills to navigate large data and extract actionable solutions.

Skills

Statistics

Machine learning

Feature extraction

Large data handling

Open Banking data

Credit Bureau data

Python

Model Risk Management

Communication

Curiosity

Tools

Python

Job description

Nottingham Trent House (95002), United Kingdom, Nottingham, Nottinghamshire

Data Scientist - Model Developer / Statistician

Job Title: Data Scientist - Model Developer / Statistician

Location: Nottingham - Hybrid

Working Pattern: 3 days in-office (Tuesday-Thursday) and 2 days remote.

Our Mission

We’re on a mission to be a force for good in lending. Throughout our almost 30-year history, we’ve consistently been recognised as a great place to work; in 2026, Capital One was officially ranked 9th in the UK’s Best Workplaces™ list. about what it’s like working at Capital One UK.

About the Role

Our Data Science team focuses on the development of machine learning and AI solutions, to solve business problems and deliver actionable insights. We are a talented, collaborative and enthusiastic group, who use our expertise to make sense of complex data, working in close collaboration with our business partners.

This role will primarily focus on critical business challenges in underwriting; developing and maintaining the models used to make customer lending decisions. We are interested in candidates who have a deep grounding in statistics and experience of Model Risk Management. Experience of working with Open Banking or Credit Bureau data is also welcomed.

What you’ll do

• Develop and maintain the models used by our key underwriting programs,
• Explore and evaluate data using advanced feature generation and categorisation techniques, in order to stay at the forefront of innovation.
• Consult on complex statistical test design, to efficiently learn our way into new areas of the market.
• Use a combination of business acumen, coding and statistical skills to navigate large amounts of data and extract actionable solutions, working cross-functionally to support key business initiatives and drive sustainable growth.

What we’re looking for

• A strong understanding of probability, statistics, machine learning, feature extraction and familiarity with large data set manipulation.
• Familiarity with Open Banking or Credit Bureau data.
• Experience in producing reliable and maintainable code in Python, with an ability to adapt to new languages and technologies.
• Experience of Model Risk Management; technical documentation, coding best practices, the importance of validation and ongoing monitoring.
• Natural curiosity and proactive engagement with all areas of the business, with a desire to ask questions, challenge the status-quo and identify where Data Science can add value.
• Ability to communicate findings to a diverse business focused audience, influencing others in both verbal and written form.
• A drive for continued learning through an internal and external focus, in order to develop enterprise and industry leading solutions.

Where and how you'll work

This is a permanent position based in our Nottingham office.

We have a hybrid working model, so you’ll be based in our office 3 days a week on Tuesdays, Wednesdays and Thursdays, and can work from home on Monday and Friday.

Many of our associates have flexible working arrangements, and we're open to talking about an arrangement that works for you.

What’s in it for you

Bring us all this - and you’ll be well rewarded with a role contributing to the roadmap of an organisation committed to transformation

We offer high performers strong and diverse career progression, investing heavily in developing great people through our Capital One University training programmes (and appropriate external providers)

Immediate access to our core benefits including pension scheme, bonus, generous holiday entitlement and private medical insurance – with flexible benefits available including season-ticket loans, cycle to work scheme and enhanced parental leave

Open-plan workspaces and accessible facilities designed to inspire and support you. Our Nottingham head-office has a fully-serviced gym, subsidised restaurant, mindfulness and music rooms.

What you should know about how we recruit

We pride ourselves on hiring the best people, not the same people. Building diverse and inclusive teams is the right thing to do and the smart thing to do. We want to work with top talent: whoever you are, whatever you look like, wherever you come from. We know it’s about what you do, not just what you say. That’s why we make our recruitment process fair and accessible. And we offer benefits that attract people at all ages and stages.

We also partner with organisations including the Women in Finance and Race At Work Charters, Stonewall and upReach to find people from every walk of life and help them thrive with us. We have a whole host of internal networks and support groups you could be involved in, to name a few:

REACH – Race Equality and Culture Heritage group focuses on representation, retention and engagement for associates from minority ethnic groups and allies

OutFront – to provide LGBTQ+ support for all associates

Mind Your Mind – signposting support and promoting positive mental wellbeing for all

Women in Tech – promoting an inclusive environment in tech

EmpowHER - network of female associates and allies focusing on developing future leaders, particularly for female talent in our industry

Capital One is committed to diversity in the workplace.

If you require a reasonable adjustment, please contact All information will be kept confidential and will only be used for the purpose of applying a reasonable adjustment.

Who We Are

At Capital One, we're building a leading information-based technology company. Still founder-led by Chairman and Chief Executive Officer Richard Fairbank, Capital One is on a mission to help our customers succeed by bringing ingenuity, simplicity, and humanity to banking. We measure our efforts by the success our customers enjoy and the advocacy they exhibit. We are succeeding because they are succeeding.

Guided by our shared values, we thrive in an environment where collaboration and openness are valued. We believe that innovation is powered by perspective and that teamwork and respect for each other lead to superior results. We elevate each other and obsess about doing the right thing. Our associates serve with humility and a deep respect for their responsibility in helping our customers achieve their goals and realize their dreams. Together, we are on a quest to change banking for good