AI Solution Architect

NCS PTE. LTD.

Singapore
**
7+ years ai/ml engineering experience
Production agentic ai system design
Llm api integration (openai, anthropic)
** NCS PTE. LTD. is seeking an AI Solution Architect to lead the design and implementation of Agentic AI systems as part of their Autonomous Networks Programme. The ideal candidate will have extensive experience in AI/ML engineering, particularly in production environments, and will be responsible for ensuring the safety, effectiveness, and operational integrity of AI solutions. **

Job Summary

  • This role serves as the technical authority responsible for designing production-grade Agentic AI systems within the Autonomous Networks Programme.
  • The successful candidate will bridge network operations challenges with AI solutions by defining agent scope, orchestration capabilities, and safety guardrails.
  • You will lead end-to-end architecture including data pipelines, RAG strategies, and observability frameworks while ensuring compliance with IMDA and InfoSec policies.

Matching Summary

Match Score: 75

** NCS PTE. LTD. is seeking an AI Solution Architect to lead the design and implementation of Agentic AI systems as part of their Autonomous Networks Programme. The ideal candidate will have extensive experience in AI/ML engineering, particularly in production environments, and will be responsible for ensuring the safety, effectiveness, and operational integrity of AI solutions. **

Skills & Requirements

Must-have

  • 7+ years AI/ML engineering experience
  • Production Agentic AI system design
  • LLM API integration (OpenAI, Anthropic)
  • RAG pipeline development with vector DBs
  • Enterprise OSS platform integration
  • Hands-on coding and prototyping capability

Nice-to-have

  • Telco or critical infrastructure domain knowledge
  • Experience with TM Forum Autonomous Network Model
  • Familiarity with network automation platforms
  • Knowledge of regulatory and audit governance
  • LangChain and LangGraph framework expertise

Key Requirements

  • Minimum 7 years in AI/ML engineering or solution architecture
  • At least 1 year hands-on experience with production Agentic AI
  • Degree in Computer Science, Electrical Engineering, or related field

Work Rights

Not specified

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