Data Science & AI Graduate Scheme (Edinburgh)
Your AI era starts now
At Lloyds Banking Group, data isnt just something we store in the cloud. Its the juice that keeps ideas flowing, decisions sharper, and progress unstoppable.
Our Chief Data & Analytics Office has one mission: weave data, analytics and AI into every decision we make. The goal? Simple. Every choice, everywhere, driven by data.
As a Data Science & AI Graduate, you wont be on the sidelines watching the algorithms run the show. Youll be training models, crafting algorithms, deploying scalable solutions, and showing exactly what AI can do in the real world. Whether youre optimising performance, unlocking insight or making predictions, everything you do will be rooted in data literacy, ethics and genuine business impact.
Two years. Three game-changing rotations
This two-year programme blends office and home working. Across three eight-month placements, youll see how we use data and AI to crack big-ticket challenges. From detecting fraud and managing credit risk to decoding customer behaviour and building smarter banking tools.
You could become:
A Data & AI Scientist uncovering insights, making predictions and solving complex problems with machine learning techniques. Always with an ethical and accurate lens.
A Machine Learning & AI Engineer designing and deploying robust ML systems that bring data science to life through automation, CI/CD, and modern cloud engineering practices.
Wherever you land, youll be working with some of the biggest datasets in the UK using everything from Spark and statistical methods to domain knowledge and emerging GenAI applications.
The work you could be doing
Design and deploy machine learning models for fraud detection, credit risk, customer segmentation, and behavioural analytics using scalable frameworks like TensorFlow, PyTorch, and XGBoost.
Engineer robust data pipelines and ML workflows using Apache Spark, Vertex AI, and CI/CD tooling to ensure seamless model delivery and monitoring.
Apply advanced techniques in deep learning, natural language processing (NLP), and statistical modelling to extract insights and drive decision-making.
Explore and evaluate Generative AI applications, including prompt engineering, fine-tuning, and safety alignment using tools like Gemini, Claude, and OpenAI APIs.
Design agentic AI systems that integrate autonomous decision-making and multi-agent collaboration, contributing to next-gen banking solutions.
Innovate on Google Cloud Platform (GCP), scaling from experimentation to production.
Learn to deliver AI in an ethical and responsible way, understanding AI risks, bias mitigation, explainability, and governance frameworks.
Your skills toolkit
Youll master:
Programming languages like Python
Machine learning techniques and theory
Generative and Agentic AI
AI Solution design and evaluation techniques
Cloud platforms like GCP
CI/CD, DevOps and software engineering
Data analysis, modelling and strategic design
Business and commercial insights
Your multi-week AI power-up
We start with a blended learning bootcamp. Your fast track from fundamental concepts to advanced technologies and AI skills (and your chance to learn a few tricks even the bots dont know yet).
Youll cover:
Foundations of machine learning
AI literacy
Ensemble methods & model optimisation
Databases & big data
Neural networks & deep learning
LLM foundations, engineering, customisation and integration
MLOps & cloud computing
Its all live lectures, tutor-led group work and real-world challenges from day one.
Learn it. Apply it. Keep going
Your personal learning plan could include:
Up to three Stanford Artificial Intelligence Professional Programmes
Google Cloud certifications
Coursera courses on everything from advanced ML to AI ethics and explainability.
Because your career is more than your day job, youll get stuck into side-of-the-desk projects to build your network, test fresh ideas and put your creativity to work.
The team in your corner
A dedicated mentor
A buddy whos been through it before
A close-knit community of data professional who speak fluent Python and coffee, naturally.
Your future. Fully funded
Youll earn a good salary while mastering the skills shaping the future of tech and finance. Training? Bootcamp? Certifications? All on us.
By the end, youll have the technical confidence, strategic mindset and industry know-how to take your career wherever you want - from deep technical roles to AI strategy leadership or even inventing the next big thing that no-one has thought of yet.
Benefits
We also offer a wide-ranging benefits package, which includes:
A generous pension contribution of up to 15%
An annual bonus award, subject to Group performance
Share schemes including free shares
Benefits you can adapt to your lifestyle, such as discounted shopping
28 days holiday, with bank holidays on top
A range of wellbeing initiatives and generous parental leave policies
Requirements
What you need to apply
While we do not require a set minimum degree achievement, we strongly recommend the ability to be able to demonstrate sound knowledge, understanding and technical skills aligned to the role. Some aspects of this will be assessed through the application process.
We encourage all students to apply, from newly graduated through to MSc/PhD.
Knowledge of analytical techniques and experience in manipulating and deriving insight from data.Python coding experience, knowledge of SQL and the ability to use statistical modelling techniques as this will form a part of the assessments.
We are unable to offer sponsorship for this programme and you must have full, unlimited right to work in the UK.
Qualifications
Choose from various qualifications to boost your career, including certifications through Stanford University Online. Work to a personal learning plan that matches your interests and goals.
Locations
Bristol, Edinburgh, Halifax, Leeds, London, Manchester. You will be expected to work in your allocated office a minimum of two days a week as part of our hybrid working policy.
Opening and Closing Date
Applications for our Data Science & AI Graduate Scheme opens on 24th September 2025.
Apply soon as our programmes may close early if we receive a high number of applications.
How to Apply
Our application process is designed to help you shine. We want everyone to feel they belong and can be their best, regardless of background, identity, or culture.
At Lloyds Banking Group, we're driven by a clear purpose; to help Britainprosper. Across the Group, our colleagues are focused on making a difference to customers, businesses and communities. With us you'll have a key role to play in shaping the financial services of the future, whilst the scale and reach of our Group means you'll have many opportunities to learn, grow and develop.
We keep your data safe. So, we'll only ever ask you to provide confidential or sensitive information once you have formally been invited along to an interview or accepted a verbal offer to join us which is when we run our background checks. We'll always explain what we need and why, with any request coming from a trusted Lloyds Banking Group person.
We're focused on creating a values-led culture and are committed to building a workforce which reflects the diversity of the customers and communities we serve. Together were building a truly inclusive workplace where all of our colleagues have the opportunity to make a real difference.
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