Lead the design of enterprise AI reference architectures and scalable AI platform environments across cloud, hybrid, and on-premises systems
Job Summary
Lead the design of enterprise AI reference architectures and scalable AI platform environments across cloud, hybrid, and on-premises systems.
Ensure secure integration of AI capabilities with ERP, CRM, and other enterprise systems while maintaining compliance with Singapore regulatory expectations.
Collaborate with business units to shape AI use cases and guide pilots through production scaling.
Matching Summary
Lead the design of enterprise AI reference architectures and scalable AI platform environments across cloud, hybrid, and on-premises systems.
Skills & Requirements
Must-have
Generative AI
Large Language Models
AI Platform Architecture
MLOps/LLMOps
Data Governance
Cloud Architecture
AI Security
Nice-to-have
SAP Ecosystem
Real Estate Systems
Enterprise Applications
Key Requirements
8–12 years of experience in software engineering, data engineering, or AI/ML-related roles
3–5 years of hands-on experience designing AI/ML or data/AI platform solutions
Experience with GenAI/LLM technologies such as Azure OpenAI, AWS Bedrock, or Google Vertex AI
Strong understanding of RAG architecture and MLOps/LLMOps practices
Proficiency in Python and SQL
Experience with cloud platforms (Azure, AWS, GCP)
Strong knowledge of enterprise data architecture and AI governance