Senior GenAI Production Engineer

EAMES CONSULTING GROUP (SINGAPORE) PTE. LTD.; Singapore; On-site; SGD 150,000 - 190,000; Full time

Job summary

EAMES CONSULTING GROUP (SINGAPORE) PTE. LTD. is seeking a Senior GenAI Application Engineer to build production-grade GenAI systems at the intersection of software engineering, enterprise integration, and LLM orchestration.

You will design, implement, and operate end-to-end GenAI solutions, focusing on robust tooling, observability, and scalable deployment across enterprise environments in Singapore.

Qualifications

• 6+ years of core software engineering experience shipping GenAI applications to production.
• Proficiency in Python or Java, API design, and distributed backend resilience patterns.
• Hands-on experience with LangGraph, LangChain, RAG architectures and agentic workflows.
• Experience with observability, tracing, and logging for GenAI systems (Langfuse, Elastic).
• Familiarity with open-weight models and model-serving setups (e.g., vLLM).
• Experience with containerized deployments (Kubernetes/OpenShift) and Redis.

Responsibilities

• Architect, ship, and scale robust GenAI applications using modern orchestration frameworks (e.g., LangGraph, LangChain) and custom agentic workflows.
• Build end-to-end Retrieval-Augmented Generation (RAG) pipelines, context management solutions, and structured tool-calling mechanisms integrated with enterprise systems and backend APIs.
• Implement production-grade engineering standards around LLM applications, including tracing, logging, automated evaluations, and defensive fallback patterns.
• Integrate open-weight models, hosted LLM endpoints, and specialized inference-serving patterns into core distributed architectures.
• Collaborate closely with cross-functional data, platform, infrastructure, and security teams to drive scalable, secure deployment across enterprise environments.

Skills

Python

Java

API design

Distributed backend

LangGraph

LangChain

RAG

Agentic workflows

Observability

Model serving

Open-weight models

Kubernetes

OpenShift

Redis

Tools

LangGraph

LangChain

Elastic

Langfuse

vLLM

Kubernetes

OpenShift

Job description

EAMES CONSULTING GROUP (SINGAPORE) PTE. LTD. is seeking a Senior GenAI Application Engineer to build production-grade GenAI systems at the intersection of software engineering, enterprise integration, and LLM orchestration.

You will design, implement, and operate end-to-end GenAI solutions, focusing on robust tooling, observability, and scalable deployment across enterprise environments in Singapore.