Join us as an AI/ML Modeller. At Barclays, our vision is clear—to redefine the future of banking and help craft innovative solutions. Within Global Markets, we are building an AI/ML capability from the ground up, adopting a start-up mindset that values collaboration, and a relentless focus on results. As part of this greenfield function, you will leverage your deep knowledge to design, develop, and deploy sophisticated machine learning models that enhance trading strategies and distribution channels. This role offers a unique and exciting opportunity to not only build production-grade models but also to shape the strategic direction of AI adoption across Markets. You will work closely with senior partners and cross-functional teams in a fast-paced, high-impact environment where your contributions directly influence business outcomes and help set new industry standards. If you thrive in dynamic settings and are passionate about pushing the boundaries of what AI can achieve in financial markets, this is the role for you.

To be successful as an AI/ML Modeller, you should have:

Experience in Machine Learning, including deep learning frameworks (e.g., PyTorch, TensorFlow)
Considerable programming skills in Python and experience with cloud platforms (e.g., AWS SageMaker)
Experience building and deploying scalable ML models in production
Solid understanding of statistics, applied mathematics, and data engineering pipelines

Some Other Highly Valued Skills May Include

Strategic thinker with the ability to ensure complexity and risk
Ample collaboration and communication skills
High curiosity and a passion for innovation
Ability to mentor, support projects, and engage with senior stakeholders

You may be assessed on the key critical skills relevant for success in this role, such as risk and controls, change and transformation, business acumen strategic thinking and digital and technology, as well as job-specific technical skills.

This role is located in our New York, New York office.

Minimum Salary: $150,000

Maximum Salary: $225,000

The minimum and maximum salary/rate information above include only base salary or base hourly rate. It does not include any other type of compensation or benefits that may be available.

Purpose of the role

To provide quantitative and analytical expertise to support trading strategies, risk management, and decision-making within the investment banking domain, applying quantitative analysis, mathematical modelling, and technology to optimise trading and investment opportunities.

Accountabilities

Development and implementation of quantitative models and strategies to derive insight into market trends and optimize trading decisions, pricing, and risk management across various financial products and markets.
Working closely with sales teams to identify clients' needs and develop customised solutions.
In-depth research, data analysis, and statistical modelling to derive insights into market trends, pricing, and risk dynamics.
Provide front office infrastructure support though ownership and maintenance of analytical libraries.
Provision of expertise on quantitative methodologies, technological advancements, and industry best practices to drive innovation within the trading environment.

Vice President Expectations

To contribute or set strategy, drive requirements and make recommendations for change. Plan resources, budgets, and policies; manage and maintain policies/ processes; deliver continuous improvements and escalate breaches of policies/procedures..
If managing a team, they define jobs and responsibilities, planning for the department’s future needs and operations, counselling employees on performance and contributing to employee pay decisions/changes. They may also lead a number of specialists to influence the operations of a department, in alignment with strategic as well as tactical priorities, while balancing short and long term goals and ensuring that budgets and schedules meet corporate requirements..
If the position has leadership responsibilities, People Leaders are expected to demonstrate a clear set of leadership behaviours to create an environment for colleagues to thrive and deliver to a consistently excellent standard. The four LEAD behaviours are: L – Listen and be authentic, E – Energise and inspire, A – Align across the enterprise, D – Develop others..
OR for an individual contributor, they will be a subject matter expert within own discipline and will guide technical direction. They will lead collaborative, multi-year assignments and guide team members through structured assignments, identify the need for the inclusion of other areas of specialisation to complete assignments. They will train, guide and coach less experienced specialists and provide information affecting long term profits, organisational risks and strategic decisions..
Advise key stakeholders, including functional leadership teams and senior management on functional and cross functional areas of impact and alignment.
Manage and mitigate risks through assessment, in support of the control and governance agenda.
Demonstrate leadership and accountability for managing risk and strengthening controls in relation to the work your team does.
Demonstrate comprehensive understanding of the organisation functions to contribute to achieving the goals of the business.
Collaborate with other areas of work, for business aligned support areas to keep up to speed with business activity and the business strategies.
Create solutions based on sophisticated analytical thought comparing and selecting complex alternatives. In-depth analysis with interpretative thinking will be required to define problems and develop innovative solutions.
Adopt and include the outcomes of extensive research in problem solving processes.
Seek out, build and maintain trusting relationships and partnerships with internal and external stakeholders in order to accomplish key business objectives, using influencing and negotiating skills to achieve outcomes.

All colleagues will be expected to demonstrate the Barclays Values of Respect, Integrity, Service, Excellence and Stewardship – our moral compass, helping us do what we believe is right. They will also be expected to demonstrate the Barclays Mindset – to Empower, Challenge and Drive – the operating manual for how we behave.

Barclays

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AI/ML Modeller