AI Engineer


Hong Kong
Permanent
Negotiable
Financial Technology
PR/598852_1782703129
AI Engineer

Founding AI Engineer

Company Overview:

A leading investment firm focused on global public markets is seeking to build out its next-generation AI capabilities. The firm operates with a concentrated, high-conviction investment approach and a collaborative, research-driven culture.
With a strong track record and a lean team structure, the organisation leverages deep fundamental insights and is now making a significant investment in artificial intelligence to transform its investment process end-to-end.

Role Overview:

This is a rare "0-to-1" opportunity to design and build the firm's AI ecosystem from the ground up. Working directly with senior leadership and investment professionals, you will drive the development of AI tools, infrastructure, and data platforms that enhance research workflows and unlock new investment insights.

Key Responsibilities:

  • Design and build AI-powered tools to improve productivity across the investment team
  • Develop LLM-based applications (e.g. research assistants, summarisation tools, data extraction systems)
  • Identify high-impact workflows and automate processes through rapid prototyping and iteration
  • Build and maintain a unified data platform integrating both structured and unstructured datasets
  • Architect scalable AI infrastructure, including model serving, vector databases, and deployment pipelines
  • Establish governance, security, and compliance frameworks for AI systems
  • Partner with investment professionals to explore AI-driven idea generation and decision support
  • Continuously evaluate emerging technologies and integrate relevant innovations into the platform

Key Requirements:

  • Strong experience building and deploying LLM-based applications in production environments
  • Deep knowledge of agentic systems, RAG workflows, prompt engineering, and evaluation frameworks
  • Full-stack engineering capabilities (APIs, backend systems, CI/CD, and basic front-end interfaces)
  • Experience with cloud platforms (AWS, GCP, or Azure), including compute, storage, and networking
  • Understanding of LLM infrastructure (model serving, GPU usage, vector databases, inference optimisation)
  • Strong data engineering skills, including building pipelines and structuring unstructured data
  • Experience designing scalable, secure systems with attention to governance and data protection
  • Strong communication skills, with the ability to work directly with non-technical stakeholders
  • Entrepreneurial mindset with a bias toward ownership and outcomes

Nice to Have:

  • Exposure to financial markets, asset management, or investment research workflows
  • Experience within a trading firm, hedge fund, or data-driven investment environment
  • Familiarity with financial data providers and alternative datasets
  • Contributions to open-source AI projects or published technical work

Why Join:

  • Opportunity to build an AI function from scratch with full ownership
  • Direct exposure to senior leadership and investment decision-making
  • High-impact role shaping the future of a data-driven investment platform
  • Fast-moving, collaborative, and intellectually rigorous environment
  • Competitive compensation with strong long-term upside potential

FAQs

Congratulations, we understand that taking the time to apply is a big step. When you apply, your details go directly to the consultant who is sourcing talent. Due to demand, we may not get back to all applicants that have applied. However, we always keep your CV and details on file so when we see similar roles or see skillsets that drive growth in organisations, we will always reach out to discuss opportunities.

Yes. Even if this role isn’t a perfect match, applying allows us to understand your expertise and ambitions, ensuring you're on our radar for the right opportunity when it arises.

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That's why we recommend registering your CV so you can be considered for roles that have yet to be created. 

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