AI Data Architect
Kuok Group is hiring an AI Data Architect to build their enterprise semantic memory and RAG infrastructure. The role focuses on designing embedding pipelines, vector database layers, and knowledge graph ontologies. You will partner with Applied AI Engineers to ensure reliable data retrieval and governance across various business units. This is an architecture-heavy position requiring deep data engineering experience.
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Experience
Experience not specified
Function
Engineering
Work mode
Onsite, Singapore
Company
Tier 2
What you will work on
Kuok Group is hiring an AI Data Architect to build their enterprise semantic memory and RAG infrastructure. The role focuses on designing embedding pipelines, vector database layers, and knowledge graph ontologies. You will partner with Applied AI Engineers to ensure reliable data retrieval and governance across various business units. This is an architecture-heavy position requiring deep data engineering experience.
TAL's take
Solid architecture-focused role at a major group with clear ownership of AI infrastructure, though limited information on engineering scale.
Extremely well-defined scope focusing on RAG data pipelines, vector DBs, and knowledge graph architecture with clear team context.
Must haves
- Production scale ETL/ELT pipeline experience
- Hands-on experience with vector databases
- Understanding of RAG architecture
- Experience designing schemas and data models for AI
- Strong Python skills
- Clear structured communication skills
Tools and skills
Nice to have: neo4j, cypher, ontology modelling, ocr, text extraction.
About the company
Large, diversified conglomerate with substantial operations, but not a globally recognized tech unicorn for engineering.