Financial Technology and Innovation - LLM Reinforcement - Senior/Manager
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The opportunity
At EY we see the opportunity to drive financial services industry transformation by bringing the best of EY GC FinTech to the market together with the industry knowledge, strategic relationships, and transformational delivery capabilities of EY.
There is a significant market opportunity driven by growth, transformational and regulatory compliance needs of large financial services players. This is across banking, capital markets, wealth and asset management, payments and insurance sectors.
As part of EY’s FinTech strategy, we are heavily investing in our propositions and are looking for a Manager with strong hands‑on experience in LLM reinforcement learning to join our team. This role focuses on applying reinforcement learning approaches to optimise LLM behaviour and deliver scalable, production‑ready solutions for enterprise use cases.
You will work closely with engineers, data scientists, product teams and clients to translate advanced LLM techniques into practical solutions.
Your key responsibilities
Act as a subject matter expert in LLM reinforcement learning
Design and implement reinforcement learning approaches to improve LLM performance, alignment and reliability
Apply techniques such as RLHF, RLAIF, reward modeling and policy optimisation
Define reward functions, feedback mechanisms and evaluation metrics for continuous improvement
Fine‑tune and optimise LLMs using reinforcement learning techniques
Work with open‑source or proprietary foundation models
Collaborate with engineering teams to ensure scalability and production readiness
Translate business and technical requirements into LLM‑based solutions
Support end‑to‑end delivery from experimentation and prototyping to deployment
Skills and attributes for success
Strong hands‑on experience in reinforcement learning applied to Large Language Models
Practical experience with RLHF, RLAIF, reward modeling and policy optimisation
Solid understanding of LLM architectures, training pipelines and evaluation challenges
Strong programming skills in Python, with experience using machine learning frameworks such as PyTorch or TensorFlow
Delivery experience in the FinTech and Financial sectors, and experience of driving, articulating, and contributing to key FinTech trends
Experience in AGILE project management
A proven record of leadership in delivering transformational services and solutions in leading financial services companies
Demonstrated ability to communicate, present and influence credibly and effectively at all levels of the organization
Proven sound judgment and flexibility in balancing multiple project requirements, tight deadlines, and keeping people and projects moving on schedule, with high attention to detail
A driven individual possessing the hard and soft skills necessary to drive transformational performance across our portfolio of accounts and solutions
Expert client management and client relationships skills
Strong communication skills, both written and verbal
Ability to navigate successfully across complex, geographically and commercial diverse operations
What we look for
A university degree majoring in computer science, mathematics, accounting, information systems, business or legal related subjects
Good command of both written and spoken English and Chinese
Ability to interact with executive levels of clients, regulators and EY management
Good influencing skills and stakeholder relationship management skills, advanced conflict management/resolution skills and project coordination experience
Strong report‑writing skills, with ability to create and organize varying forms of business information while developing it into clear, meaningful, professional reports and presentations
What we offer you
At EY, we’ll develop you with future‑focused skills and equip you with world‑class experiences. We’ll empower you in a flexible environment, and fuel you and your extraordinary talents in a diverse and inclusive culture of globally connected teams. Learn more.
Are you ready to shape your future with confidence? Apply today.
To help create an equitable and inclusive experience during the recruitment process, please inform us as soon as possible about any disability‑related adjustments or accommodations you may need.
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