AI Engineer/Insurance/12 months (Extendable)/Competitive pay
Summary
Build and deploy production AI solutions for an insurance-focused squad, integrating GenAI/LLM pipelines and ML models end-to-end in a regulated environment.
Builds, integrates and ships the production AI solutions for one initiative squad.
Location: Hong Kong (on-site / hybrid)
Purpose
AI Engineers are the build engine of the squads. Each squad has two, working to the squad Product Owner and to the central architecture and governance standards. This is a hands‑on delivery role: building, integrating and shipping working AI solutions against the squad's prioritised backlog. Specific deliverables and milestones will be agreed with the squad Product Owner on joining.
Key Responsibilities
- Build, integrate and deploy AI/ML solutions against the squad backlog and the central reference architecture.
- Work hands‑on across the solution lifecycle - data preparation, model / pipeline build, integration, testing and deployment.
- Apply the central governance and architecture standards in delivery rather than treating them as separate overhead.
- Collaborate closely with the squad Product Owner to validate that what is built solves the framed business problem.
- Contribute to design and code review within the squad, raising quality without slowing delivery.
- Surface technical risk and delivery blockers early to the Product Owner and AI Architect.
- 3+ years building production GenAI, Agentic RAG, AI or ML systems (not solely research or notebooks).
- Strong programming skills (Python typically) and solid data engineering fundamentals.
- MUST HAVE Hands‑on production experience taking at least one AI/ML or GenAI solution from build to a deployed / used state.
- GenAI / LLM application experience (RAG, orchestration, evaluation).
- Cloud ML tooling experience (AWS, Azure or GCP).
- Comfortable working within architecture and governance standards rather than around them.
- Collaborative delivery style suited to a small squad working at pace.
- Financial services, insurance or other regulated-domain exposure.
Argyll Scott Asia is acting as an Employment Business in relation to this vacancy.