A.I Project Manager

Ambition; Hong Kong Island; On-site; HKD 600,000 - 900,000; Full time

Job summary

Ambition seeks a mid-to-senior AI delivery professional to lead GenAI and data analytics initiatives across trading desks in Hong Kong. You will connect traders with AI specialists to build compliant, high-impact solutions, overseeing end-to-end delivery, governance, and adoption.

You will collaborate with front-office teams to crystallize use-cases, translate requirements into agile stories, and evaluate providers and technologies for enterprise readiness, with fluency in English and Mandarin.

Qualifications

• 5+ years of capital markets tech delivery or business analysis experience.
• Practical understanding of applied AI concepts (GenAI, LLMs, RAG, AI Agents).
• Strong familiarity with front-office execution workflows.
• Fluent in English and Mandarin.

Responsibilities

• Lifecycle Management: Direct end-to-end delivery of AI/data projects, ensuring on-time deployment and user adoption.
• Use-Case Discovery: Collaborate with traders to identify automation and execution-intelligence opportunities.
• Requirements & Governance: Translate business requests into Agile user stories while maintaining strict risk, compliance, and regulatory oversight.
• Vendor & Tech Assessment: Evaluate GenAI, RAG, and LLM technologies and third-party vendors for fit and enterprise readiness.
• 5+ years of capital markets tech delivery or business analysis experience.
• Practical understanding of applied AI concepts (GenAI, LLMs, RAG, AI Agents).

Skills

Capital markets delivery

Tech delivery

Business analysis

GenAI

LLMs

RAG

AI Agents

Front-office workflows

English & Mandarin

Job description

Lead the delivery of GenAI and data analytics tools across our trading desks. This mid-to-senior role connects trading teams with AI specialists to build compliant, high-impact trading solutions.

Primary Accountabilities

• Lifecycle Management: Direct end-to-end delivery of AI/data projects, ensuring on-time deployment and user adoption.
• Use-Case Discovery: Collaborate with traders to identify automation and execution-intelligence opportunities.
• Requirements & Governance: Translate business requests into Agile user stories while maintaining strict risk, compliance, and regulatory oversight.
• Vendor & Tech Assessment: Evaluate GenAI, RAG, and LLM technologies and third-party vendors for fit and enterprise readiness.
• 5+ years of capital markets tech delivery or business analysis experience.
• Practical understanding of applied AI concepts (GenAI, LLMs, RAG, AI Agents).
• Strong familiarity with front-office execution workflows.
• Fluent in English and Mandarin.