AI Solutions Manager — ML, RAG & Automation

Urban Renewal Authority 市區重建局; Hong Kong; On-site; HKD 600,000 - 960,000; Full time

Job summary

Urban Renewal Authority 市區重建局 in Hong Kong is seeking an experienced AI/ML engineer to design, prototype, and deploy end-to-end AI/ML solutions across business and IT teams. You will build generative AI applications, establish RAG patterns, and implement LLMOps for safe production deployment.

The role requires hands-on AI/ML development with 5+ years of IT experience, proficiency in Python and major frameworks, and strong bilingual communication in English and Chinese.

Qualifications

• Bachelor’s degree in CS/AI/related quantitative field.
• Hands-on AI/ML development with prototyping and deployment.
• Proficient in Python and major AI frameworks.
• Experience with LLM solutions, RAG, prompt engineering, and LLMOps.
• Understanding of security, privacy, and compliance for AI.
• Strong analytical, problem-solving, and delivery skills.
• Excellent written and spoken English and Chinese.

Responsibilities

• Collaborate with business and IT teams to understand workflows and requirements.
• Prototype, validate, and build AI, machine-learning, and automation solutions.
• Assist in scoping integrations with existing applications, databases, APIs, identity services, and infrastructure, identifying risks and dependencies early.
• Define measurable acceptance criteria, evaluation datasets, rollout approaches, and support arrangements in collaboration with project stakeholders.
• Design, develop, and implement end-to-end AI/ML solutions, including predictive models, NLP, computer vision, decision support, automation, and generative AI applications.
• Build and integrate robust generative AI patterns (RAG, fine-tuning, prompt engineering) with LLMOps for evaluation, monitoring, and safe deployment.
• Prepare and process data for AI solutions, including feature engineering, labeling, embeddings, vectorization, and data-quality checks.
• Support deployment through pilots and production rollouts; troubleshoot incidents.
• Monitor quality, latency, cost, security, adoption, and business outcomes.
• Implement AI strategy, policies, standards, and technical controls (security, privacy, access-control, Responsible AI).
• Evaluate emerging AI technologies, including foundation and multimodal models, agentic workflows, vector databases, and orchestration frameworks.

Skills

Python

AI/ML frameworks

NLP

LLMOps

Prototyping

Data analysis

Communication

Education

Bachelor’s degree in Computer Science

Data Science

AI-related field

Statistics

Engineering

Tools

scikit-learn

PyTorch

TensorFlow

Hugging Face Transformers

LangChain

LlamaIndex

Job description

Urban Renewal Authority 市區重建局 in Hong Kong is seeking an experienced AI/ML engineer to design, prototype, and deploy end-to-end AI/ML solutions across business and IT teams. You will build generative AI applications, establish RAG patterns, and implement LLMOps for safe production deployment.

The role requires hands-on AI/ML development with 5+ years of IT experience, proficiency in Python and major frameworks, and strong bilingual communication in English and Chinese.