Machine Learning Engineer - Reginal Project Exposure

Our client is a IT Consulting Firm based in Hong Kong, and they are looking for a Machine Learning Engineer to join their team.

Responsibilities:

• Support customer in adapting and deploying group-level ML solutions across business units on cloud platform.
• Enhance R&D code into production-grade pipelines, setting up APIs, ensuring CI/CD compliance
• Collaborate with infra teams to ensure operational readiness.

Requirements:

• Bachelor’s degree in business, Information Technology or relevant disciplines
• At least 4 years of working experience in Data Machine Learning
• Hands-on experience deploying machine learning models in cloud environments, including containerization (e.g., Docker) and orchestration frameworks
• Knowledge on agent execution / testing infrastructure (LangGraph), including run lifecycle, streaming, retries, cancellation, concurrency control, evaluation, regression testing.
• Strong backend engineering fundamentals for chat app (service design, AG-UI, API design, concurrency, failure handling).
• Hands-on experience with distributed systems and production grade performance.
• Familiarity with LLM serving patterns:
• streaming responses (SSE/WebSockets)
• prompt and graph versioning
• Experience designing, integrating observability systems (metrics, logs, tracing) for complex agent workflows / systems. (Langfuse, Langsmith, Grafana, ELK)
• Good communication skill in both spoken and written English and Chinese.