Artificial Intelligence/Machine Learning Modeller Global Markets

Job description

Overview
Join to apply for the
Artificial Intelligence/Machine Learning Modeller- Global Markets
role at
Barclays .

Join the Barclays Global Markets in Singapore as an AI/ML Modeller where you’ll play a crucial role in building an AI/ML team and we’re doing it with start-up energy: lean, collaborative, and relentlessly focused on impact.

We’re looking for technically exceptional, intellectually curious individuals who thrive on solving complex problems with elegant, practical solutions.

You’ll help shape a greenfield function, designing and deploying models that drive innovation across trading and distribution.

You’ll be assessed on your ability to think strategically, manage risk, and deliver high-quality, scalable solutions.

You will be responsible to build and productionize Machine Learning models across asset classes, apply advanced techniques in Machine Learning, statistics, and applied mathematics using Python (PyTorch or similar) and work hands-on with cloud platforms like AWS SageMaker to scale solutions fast.


This Role Requires These Essential Skills/ Qualifications
Master’s degree in a Science, Technology, Engineering and Mathematics (STEM) field (PhD preferred).


A proven record of a strong foundation in Machine Learning, data science, and software engineering.


Proven experience with Python
Deep expertise in one of the following: Natural Language Processing (NLP), Reinforcement Learning, Time Series, Algorithmic Trading and Machine Learning Engineering
Demonstrated success and passion for crafting solutions that are technically rigorous and operationally effective.


Champions a collaborative mindset and a drive to learn, iterate, and improve.


Publications or open-source contributions are valued—we value original thinking.


Desirable Skills And Qualifications
Experience in quant trading (especially eFX) or alpha research.


Large Language Models (LLM) expertise.


Familiarity with vector databases, SQL/NoSQL, and Amazon Bedrock.


You may be assessed on key critical skills relevant for success in the role such as mathematics, finance, programming, risk and controls, change and transformation, business acumen, and strategic thinking.


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 through 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.


Assistant Vice President Expectations
To advise and influence decision making, contribute to policy development and take responsibility for operational effectiveness.

Collaborate closely with other functions/ business divisions.


Lead a team performing complex tasks, using well developed professional knowledge and skills to deliver on work that impacts the whole business function.

Set objectives and coach employees in pursuit of those objectives, appraisal of performance relative to objectives and determination of reward outcomes
People Leadership behaviours: Listen, Inspire, Align, Develop others.


For individual contributors, lead collaborative assignments and guide team members through structured assignments, identifying the need for inclusion of other areas of specialisation to complete assignments.


Consult on complex issues; provide advice to People Leaders to support the resolution of escalated issues.


Identify ways to mitigate risk and develop new policies/procedures in support of the control and governance agenda.


Take ownership for managing risk and strengthening controls in relation to the work done.


Collaborate with other areas of work to keep up to speed with business activity and strategy.


Engage in complex analysis of data from multiple sources of information to solve problems creatively and effectively.


Communicate complex information to various audiences; influence stakeholders to achieve outcomes.


All colleagues will be expected to demonstrate the Barclays Values of Respect, Integrity, Service, Excellence and Stewardship and the Barclays Mindset – to Empower, Challenge and Drive.


Seniority level
Mid-Senior level
Employment type
Full-time
Job function
Engineering and Information Technology
Industries
Banking and Financial Services
Barclays is required by law to confirm that you have the Legal Right to Work in any role that you apply for.

If you currently hold a work visa sponsored by Barclays, or you would require sponsorship from Barclays, you must declare this as part of your application.

Sponsored visas are role and entity specific, and any changes must be reviewed.

It is important that you ensure you are working on the correct visa at all times.

Failure to accurately disclose your visa status or Legal Right to Work may result in your application or any employment offer being withdrawn at any time.


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Required Skill Profession

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