Senior Agentic AI Engineer — RAG, LangGraph & Azure

Coca-Cola Beverages Singapore, Malaysia & Brunei; Petaling Jaya; On-site; MYR 180,000 - 300,000; Full time

Job summary

The Coca-Cola Beverages Singapore, Malaysia & Brunei is seeking an AI Engineer to design, build, deploy, and scale enterprise-grade Agentic AI solutions. You will work across the AI development lifecycle using Python, FastAPI, LangGraph, LangChain, Azure, SQL, and Docker.

You will develop multi-agent workflows, RAG solutions, secure APIs, and robust data integrations, while ensuring governance, observability, and responsible AI practices in production environments.

Qualifications

• Approximately 5–7 years of experience in software/data/cloud/AI engineering or related areas.
• At least 2–3 years delivering GenAI, RAG, or Agentic AI solutions.

Responsibilities

• Design, build, and deploy enterprise Agentic AI applications using LangGraph, LangChain, FastAPI, and Azure.
• Develop multi-agent workflows including agent orchestration, routing, tool use, memory, validation, and human-in-the-loop processes.
• Build Retrieval-Augmented Generation (RAG) solutions integrating enterprise data, documents, knowledge bases, metadata, and vector search.
• Develop secure and scalable APIs using FastAPI and integrate AI solutions with enterprise data platforms.
• Write and optimize complex SQL for data retrieval, analytical reasoning, validation, and AI-generated queries.
• Deploy and manage containerized AI applications on Azure, including Azure App Service.
• Build and maintain CI/CD pipelines to support testing, deployment, versioning, and environment promotion.
• Define and implement AI/LLM evaluation frameworks, covering accuracy, groundedness, hallucination, relevance, and cost.
• Implement LLM observability and tracing using Langfuse, MLflow, or equivalent platforms.
• Apply Responsible AI, safety guardrails, and production governance when developing and deploying AI solutions.
• Develop or prototype user interfaces using modern frontend frameworks and AI-enabled development tools.
• Continuously evaluate emerging AI models, frameworks, agent patterns, and platform capabilities.

Skills

LangGraph

LangChain

RAG

Agentic AI

AI governance

Azure

SQL

Docker

CI/CD

Observability

Frontend tooling

Tools

Azure App Service

FastAPI

LangGraph

Job description

The Coca-Cola Beverages Singapore, Malaysia & Brunei is seeking an AI Engineer to design, build, deploy, and scale enterprise-grade Agentic AI solutions. You will work across the AI development lifecycle using Python, FastAPI, LangGraph, LangChain, Azure, SQL, and Docker.

You will develop multi-agent workflows, RAG solutions, secure APIs, and robust data integrations, while ensuring governance, observability, and responsible AI practices in production environments.