Senior AI Product Analyst | Bank

Capco

Hong Kong, Hong Kong SAR China

On-siteCareer-pivot friendly

Who this role is best for

Aimed at experienced data professionals with AI expertise who can lead product development in a collaborative, fast-paced environment.

Best fit for

Candidates with prior experience in leading AI product development for financial institutions
— “Support the Product Owner in shaping and delivering an in‑house LLM productivity tool used by 200,000+ colleagues”
Individuals who have operated independently in dynamic, evolving environments
— “Self‑starter with strong initiative, able to operate with limited guidance in a fast‑changing environment”
Professionals with a track record of managing product lifecycles and translating user needs into requirements
— “Develop and refine product features by gathering user insights, analysing MI, conducting research, and tracking changes in user behaviour and needs”

Things to consider

The role is likely to involve extensive collaboration with diverse teams across functions
— “Collaborating across diverse teams”
Candidates should be prepared for a high-impact, transformational project with a global bank
— “We are growing through a significant growth journey, now is a very good time to join us as we expand geographically”

How to stand out

Showcase skills in translating user feedback into actionable product requirements
— “Work closely with Engineering to translate feature ideas into clear requirements”
Emphasize experience in data and AI transformation projects within financial services
— “Familiarity with large‑scale transformation initiatives involving data, analytics, or AI/ML technologies”

Pace · Fast PacedCollaboration · HighAutonomy · MediumDecision Impact · Team

Derived from job-description analysis by Serendipath's career intelligence engine.

What success looks like

shaping and delivering an in-house LLM productivity tool
supporting adoption
translating regulatory compliance into engineering tasks

Typical background

financial servicesconsulting

Skills & requirements

Required

Product DevelopmentProduct OwnershipProduct VisionFeature PlanningUser InsightsMarket And User Expectations

Preferred

Llm-based Productivity ToolAI Transformation

Stack & domain

Generative AI TechnologiesLlmsPrompt EngineeringModel EvaluationAI Safety PrinciplesProblem-solvingAdaptabilityCollaborationFinancial ServicesAI Transformation

About the role

Original posting from Capco via Greenhouse

ABOUT US
Capco is a global technology and management consultancy specializing in driving digital transformation in the financial services and insurance industries. Capco is committed to providing clients with practical solutions. We offer a globally integrated service with offices in leading financial centers across the globe. We have the people, the vision, and the passion.
We are growing through a significant growth journey, now is a very good time to join us as we expand geographically, increase headcount and disrupt the consulting market across APAC with entrepreneurial and agile thinking.
ROLE RESPONSIBILITIES
We are currently seeking Senior Consultants to support and drive the growth of our Data and AI practice. This is an exciting opportunity to be a leader, in a growing team of data practitioners, where you will be initiating and implementing cutting-edge data & analytics programmes for top-tier Financial Services clients.
This project is with a leading Corporate & Investment Bank as a Senior Product Analyst for AI transformation. You will support the design and delivery of the LLM-based productivity tool.
KEY RESPONSIBILITIES
Support the Product Owner in shaping and delivering an in‑house LLM productivity tool used by 200,000+ colleagues
Contributing to roadmap execution, product vision, and feature planning.
Develop and refine product features by gathering user insights, analysing MI, conducting research, and tracking changes in user behaviour and needs.
Work closely with Engineering to translate feature ideas into clear requirements and maintain an organised, prioritised backlog.
Collaborate with Customer Success and regional teams to collect feedback, support adoption, and ensure the product meets market and user expectations.
SKILLS & EXPERTISE
At least 3 years' experience across financial services and/or consulting
Some experience supporting product development or product ownership, with a solid understanding of the end‑to‑end product lifecycle.
Basic knowledge of Generative AI technologies, including LLMs, prompt engineering, model evaluation, and AI safety principles.
Familiarity with large‑scale transformation initiatives involving data, analytics, or AI/ML technologies.
Self‑starter with strong initiative, able to operate with limited guidance in a fast‑changing environment.
Adapting to evolving technical and risk requirements, and collaborating across diverse teams
Strong problem-solving skills
WHY JOIN CAPCO?
You will work on engaging projects with some of the largest banks in the world, on projects that will transform the financial services industry.

Source: Capco careers (Greenhouse)