Senior AI Engineer, Agentic Systems & Grid Orchestration

FIRMUS METAL INTERNATIONAL PTE. LTD.; Singapore; On-site; SGD 120,000 - 160,000; Full time

Job summary

FIRMUS METAL INTERNATIONAL PTE. LTD. is seeking a Senior AI Engineer (Agents & Applications) to design, build, and operate agentic systems that coordinate, optimize, and automate model-to-grid workflows in a production setting.

You will implement reference architectures, build orchestration for single- and multi-agent systems, and develop retrieval-augmented pipelines with observability and safety controls across the design-build-operate lifecycle.

Qualifications

• Design and implement agentic systems for AI factories.
• Build production-grade orchestration and memory-management.
• Develop retrieval-augmented workflows with safety controls.

Responsibilities

• Design, build, and operate agentic applications for AI-factory planning and validation.
• Define architectures for single- and multi-agent workflows.
• Create orchestration workflows with agent frameworks and libraries.
• Select architecture per use-case to ensure reliability and safety.
• Develop specialized agents for model-to-grid domains and health monitoring.

Skills

Agent architectures

Workflow orchestration

RAG pipelines

Observability

Tools

LangGraph

LangChain

LlamaIndex

Microsoft AutoGen

Semantic Kernel

CrewAI

PydanticAI

Haystack

DSPy

pgvector

OpenSearch

Elasticsearch

Milvus

Weaviate

Pinecone

Qdrant

Neo4j

Kubernetes

Job description

FIRMUS METAL INTERNATIONAL PTE. LTD. is seeking a Senior AI Engineer (Agents & Applications) to design, build, and operate agentic systems that coordinate, optimize, and automate model-to-grid workflows in a production setting.

You will implement reference architectures, build orchestration for single- and multi-agent systems, and develop retrieval-augmented pipelines with observability and safety controls across the design-build-operate lifecycle.