Senior AI Engineer: Agentic Systems & Grid Orchestration

FIRMUS METAL INTERNATIONAL PTE. LTD.; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

FIRMUS METAL INTERNATIONAL PTE. LTD. in Singapore seeks a Senior AI Engineer to design, build, and operate agentic systems coordinating AI factories across design-build-operate lifecycles.

You will connect models, inference endpoints, benchmarks, recipes, and scheduler decisions into safe, explainable workflows. The role builds agentic applications that ingest telemetry, logs, events, and configuration data to move from observation to diagnosis, recommendation, planning, simulation, and

Qualifications

• 5+ years of software engineering experience, including AI/ML applications.

Responsibilities

• Design, build, and operate agentic applications supporting AI-factory planning, commissioning, validation, workload onboarding, benchmark analysis, model and recipe optimisation, scheduling, operations, maintenance, incident response, and continuous improvement.

Skills

Software engineering experience

LLM-powered applications

Python

Async programming

Event-driven services

Distributed task execution

Data pipelines

API integrations

Agent orchestration

Multi-agent architectures

RAG architectures

Self-hosted LLM inference

Model protocols (REST, gRPC, WebSocket

Time-series data & observability

Kubernetes

Security & Responsible AI

Observability tools

Tools

LangGraph

LangChain

LlamaIndex

Microsoft AutoGen

Semantic Kernel

CrewAI

PydanticAI

Haystack

DSPy

pgvector

OpenSearch

Elasticsearch

Milvus

Weaviate

Pinecone

Qdrant

Neo4j

Kubernetes

REST

gRPC

WebSockets

Job description

FIRMUS METAL INTERNATIONAL PTE. LTD. in Singapore seeks a Senior AI Engineer to design, build, and operate agentic systems coordinating AI factories across design-build-operate lifecycles.

You will connect models, inference endpoints, benchmarks, recipes, and scheduler decisions into safe, explainable workflows. The role builds agentic applications that ingest telemetry, logs, events, and configuration data to move from observation to diagnosis, recommendation, planning, simulation, and