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Quantitative Finance/Quantitative Research & Engineering

At Barclays, quantitative analysis, research and development are key components of our businesses.

Across our Markets and Risk functions there are a variety of opportunities to deliver franchise value for our businesses through innovative use of quantitative techniques to solve complex business problems.

Our teams are split into specialisms focusing on asset classes or services.

Our early careers programmes are where you’ll learn the basics and grow your expertise in a quant first environment.

We offer internship and graduate opportunities in a variety of locations and roles globally, with opportunities for both undergraduates and postgraduates.

Highlights

  • Gain exposure to real world problems in our dynamic and invigorating environment
  • Collaborate with a team of skilled quant researchers and engineers who are always ready to provide hands-on training, enhancing your abilities through practical experience on significant live projects
  • Opportunities to use sophisticated and sustainable quantitative solutions and analytical tools to solve business problems

About the role

Join us, and we’ll encourage you to push the boundaries of what you know. Using the latest technological innovations and smarter ways of working to arrive at optimal solutions.

The best way to get a sense of what it’s like to work with us is to experience it for yourself. Our graduate opportunities give you the chance to do just that – immersing you in our culture, involving you in real projects and giving you a fantastic overview of the business.

Explore our core business areas—each offering unique opportunities to engage, contribute, and grow. Where we have opportunities for multiple business areas in the same location, you’ll be aligned to one of our core business areas during the assessment process.

Risk

As an intern or grad in Risk Quantitative Analytics (Risk QA), you will have an opportunity to join a group of specialised modellers and developers powering Barclay’s ability to measure and manage financial risk. From day one, you’ll be part of a team that uses statistical methods, AI techniques, and coding strategies to build the tools and models Barclays uses to make big decisions. Along the way, you’ll collaborate with colleagues across risk, finance, global markets, and technology - gaining exposure to how different parts of the business come together to navigate market shifts and meet regulatory demands. It’s a chance to turn complex ideas into real-world impact and see how your work helps shape the future of financial decision-making.

Expertise of Risk QA quants

  • Research, development and deployment of AI and machine learning models to modernise and automate our core processes
  • Specialists in valuation model types and other portfolio modelling techniques to manage traded risk
  • Specialists in model types to support lending businesses: credit decision pricing, expected loss (impairment), unexpected loss (credit regulatory capital) and associated forecasting
  • Model development for scenario planning, stress testing and impairment, as well as for assessing economic capital, operational and climate risk
  • Experts in forecasting model for balance sheet and net revenue, as well as models which support funding and liquidity, and market risk
  • Global presence across US, UK, Europe and India

Markets

Markets includes Quants across numerous business lines, with opportunities spanning Markets Quantitative Analytics (Markets QA), eTrading as well asset class trading/structuring/strategy teams.

Markets Quantitative Analytics

The Markets Quantitative Analytics team develops mathematical models, statistical techniques and computational tools by working with diverse teams spanning trading, technology and risk. Leveraging quantitative finance models and AI/ML techniques, the team develops data driven insights, improving decision making and partnering with trading desks to automate strategies, manage risks and deliver franchise benefits.

Expertise of Markets QA quants

  • Markets quants partner with trading, sales and structuring to drive revenue, manage risk and optimise capital through our excellence in mathematical modelling, business understanding and computer science
  • Research, develop, implement and support quantitative models and analytical tools that are innovative, intuitive and, where possible, automated implementation of those models
  • Transform Global Markets with AI and ML by driving innovation and industry standards; empowering trading, sales and clients with AI driven insights, automation and decision making
  • Global presence spanning Americas, UK, EMEA, and APAC

eTrading

The Statistical Modelling and Development (SMAD) team provide and manage eTrading algorithms and decision logic across Markets. The team partners with technology, risk, control functions and trading to deliver industry-leading algorithms for automated pricing, risk management and execution across all asset classes. Working at the centre of AI, machine learning and Big Data, we’re helping Barclays to define the future of eTrading.

Expertise of eTrading (SMAD) quants

  • Quantitative analysts in SMAD research, develop and manage algorithms and trading tools used in the electronic trading business across Markets.
  • SMAD is embedded within trading, and partners with product, sales and technology to deliver on the eTrading goals of the Markets business, both in algorithmic market making and execution
  • Apply cutting edge mathematics, AI, statistical and computer science alongside commercial acumen to solve complex problems involving noisy data
  • Our approach is data driven, with an emphasis on constant improvement
  • Global presence in the US, UK, EMEA, and APAC

Candidate Requirements

  • Students in final year or have completed a Bachelors, Masters, PhD or equivalent degree in a technical discipline such as Quantitative Finance, Calculus, Statistics, Economics, Computer Science, Physics, Machine Learning or similar subjects
  • Programming skills in any language, but C++, Java or Python is preferable
  • Attention to detail, strong analytical skills, and an interest in real world problem solving
  • Communication and collaboration – driven to identify the best solution to a problem and then motivated to deliver that solution at pace.
  • Curious - ready to develop a deep understanding of what we do, why we do it, and how your role impacts our business outcomes.

Further information

Application Process

Ready to apply? Find out everything you need to know here

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Hints and Tips

Read our advice on how to put your best foot forward throughout the recruiting process

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FAQs

Here you’ll find answers to some of our most commonly asked questions

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Graduate development journey

Your development

Induction

Community Membership

Programme‑aligned Learning Labs

Professional Qualifications and Development

Self‑paced training library

Launching your career

Your development

We’ve designed our graduate programmes so you can truly make the most of everything Barclays has to offer. From the minute you apply and at every step of your development journey we’ll be there with you, supporting you to succeed. We’ll surround you with bespoke coaching and support to bring out the best in you. We’ll support you with self-paced, 365-day continued learning. We’ll offer you plenty of opportunities to network with peers, experts and senior leaders across our global organisation. We’ll support you to succeed in every way, helping you understand what your future might look like and giving you the tools you need to achieve your goals.

Induction

Barclays is a rich, diverse, complex organisation with so much to offer. We want you to be equipped to navigate our business and get as much as you can from it. So, the focused training sessions in your induction programme are designed to give you the core knowledge and skills you’ll need to get off to the very best start. From our proud history to the way a bank works, from how we do things here to our strong commitment to sustainability, inclusion and citizenship we’ll help you understand just what it means to be part of Barclays. There’s also technical and leadership training, depending on your programme, and all of this will be reinforced throughout your development journey.

Community Membership

When you join our graduate programme, you also benefit from lifetime membership to our Graduate community . This is a lifetime-membership for Barclays graduates past, present and future. We're creating a vibrant global community that connects people across the business. It’s a chance for you to network, take ownership, gain insight and get inspired. Most of all, it’s a way to connect with your entire graduate cohort and support each other as you grow your careers.

Programme-aligned Learning Labs

Whether you are on our Explorer programme or our Expert programme, our Learning Labs provide bespoke continual training throughout your development. These immersive experiences will give you access to personalised learning that will develop your technical, business and leadership skills. Our focus throughout the whole journey is on giving you real, transformational development; preparing you in every way to make a major contribution to our ever-evolving business.

Professional Qualifications and Development

We take your development seriously, and that includes helping you to achieve serious professional qualifications and/or professional development, whichever programme you join. These may include:

  • Series / FCA regulated training where appropriate
  • Access to a bursary amount to select professional development to support your individual career and personal goals
  • Licenses to external online learning platforms to support advanced technical roles

Self-paced training library

You’ll be learning continually, from start to finish. Whether you’re building the hard skills you need to deliver in your role, or the professional skills to be brilliant in a business of this size, you’ll become more capable and better-equipped with every passing day. To help you learn at your own pace, you’ll have unlimited access, 24/7, to our comprehensive library of on-demand learning resources.

Launching your career

This is your passport to the world of Barclays, a world in constant motion where every single one of us is always learning, changing and growing as our business evolves. Our programmes will give you everything you need to be agile and flexible enough to flourish in this fast-paced, challenging and rewarding environment.

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