AI/ML Modeller - Global Markets

Barclays Global Markets: Shape the Future of AI/ML in Finance

For ambitious AI/ML professionals seeking to make a tangible impact in the dynamic world of global markets, this role at Barclays in London presents a compelling career opportunity. Joining the Global Markets team as an AI/ML Modeller means stepping into a role where you'll be instrumental in building a brand-new AI/ML capability from the ground up. This is a chance to infuse a traditional financial environment with "start-up energy," characterized by a lean, collaborative approach and an unwavering focus on delivering impactful solutions.

What's in it for You?

• Pioneering Work: You'll be at the forefront of shaping a greenfield function, directly influencing the design and deployment of AI/ML models that will drive innovation across trading and distribution. This is not just about applying existing knowledge; it's about building something new and shaping its future.
• Intellectual Challenge & Creative Freedom: Barclays is actively seeking technically exceptional and intellectually curious individuals who relish solving complex problems with elegant, practical solutions. This role offers ample opportunity for original thinking and creative problem-solving.
• Hands-On Impact: The role emphasizes hands-on development and productionization of Machine Learning models across various asset classes. You'll be applying advanced techniques in Machine Learning, statistics, and applied mathematics, with a strong emphasis on practical application.
• Cutting-Edge Technology: You'll gain invaluable experience working with leading cloud platforms like AWS SageMaker, enabling you to scale solutions rapidly. Proficiency in Python (PyTorch or similar) is essential for this role.
• Career Growth & Development: The description highlights a commitment to continuous learning and improvement, with a value placed on challenging the status quo. This environment is conducive to professional growth and staying ahead of industry trends.
• Collaboration & Influence: You'll be part of a collaborative team and have the opportunity to advise and influence decision-making, contribute to policy development, and potentially lead complex tasks or assignments.

Key Considerations for Candidates

To thrive in this role, candidates should possess a strong academic foundation and a proven track record in the following areas:

• Educational Background: A Master's degree in a STEM field is a prerequisite, with a PhD being a distinct advantage.
• Technical Expertise: A robust understanding of Machine Learning, data science principles, and software engineering best practices is crucial. You should be able to demonstrate a passion for crafting solutions that are both technically sound and operationally effective.
• Innovation & Curiosity: Barclays values individuals who are driven by curiosity, creativity, and a willingness to question existing paradigms. Publications or open-source contributions are highly regarded as indicators of original thinking.

While the core requirements are clear, additional skills will significantly enhance your candidacy:

• Domain Knowledge: Experience in quant trading (particularly eFX) or alpha research would be a significant asset, demonstrating an understanding of the financial markets landscape.
• Advanced AI/ML Specializations: Expertise in Natural Language Processing (NLP) and Large Language Models (LLMs) is highly desirable, reflecting the evolving nature of AI applications.
• Data Infrastructure: Familiarity with vector databases, SQL/NoSQL, and Amazon Bedrock will be beneficial for building and deploying scalable solutions.

A Role with Purpose

The overarching purpose of this role is to provide critical quantitative and analytical expertise to support trading strategies, enhance risk management, and inform decision-making within the investment banking domain. You will leverage advanced quantitative analysis, mathematical modelling, and cutting-edge technology to optimize trading and investment opportunities.

This is an exceptional opportunity for driven individuals to contribute to a transformative initiative within a leading global financial institution. If you are passionate about AI/ML and eager to shape the future of financial markets, this role warrants serious consideration.