Enterprise AI Architect | LLMs, AI Agents, & Cloud

Webby Group; Kuala Lumpur; On-site; MYR 180,000 - 300,000; Full time

Job summary

Webby Group is seeking an experienced AI Solutions Architect to lead the design and delivery of enterprise AI solutions for diverse industries. You will work with business stakeholders, pre-sales, and engineering to transform challenges into scalable AI architectures powered by LLMs, AI Agents, and cloud technologies.

The role requires hands-on technical expertise in modern AI technologies, including RAG, MCP, and enterprise integrations with ERP/CRM systems.

Qualifications

• Bachelor's degree in a technical field (CS/SE/IT/AI) or related discipline.
• Minimum 5 years in software development or solution architecture.
• Minimum 2 years designing AI or Generative AI solutions.
• Strong understanding of software architecture, distributed systems, and cloud-native design.
• Experience designing enterprise integration architectures and RESTful APIs.
• Excellent communication and presentation skills with stakeholders.

Responsibilities

• Lead solution discovery workshops to identify AI opportunities.
• Design end-to-end AI solution architectures including AI Agents, RAG, and enterprise integrations.
• Define technical architecture, APIs, security, scalability, and deployment strategies.
• Translate business requirements into technical designs and implementation plans.
• Collaborate with Product Managers, Business Analysts, and Engineering teams throughout projects.
• Evaluate AI models, cloud services, and technology stacks per project needs.
• Design AI Agent workflows using orchestration frameworks and MCP.
• Architect integrations with ERP, CRM, HRMS, DMS and third-party APIs.
• Conduct feasibility studies, POCs, and solution demos.
• Review designs, mentor teams, and ensure adherence to standards.
• Support pre-sales with client demos, proposals, and technical discussions.
• Stay updated on emerging AI tech and best practices.

Skills

LLMs

Prompt Engineering

RAG architectures

AI Agent frameworks

MCP

Embeddings

Vector search

Cloud platforms

Docker/Kubernetes

CI/CD pipelines

Cloud security

Python

TypeScript

Java

C#

REST APIs

SQL/NoSQL

Pinecone

Weaviate

Milvus

pgvector

ChromaDB

Education

Bachelor's Degree in CS/SE/IT/AI or related field

Tools

LangGraph

LangChain

CrewAI

AutoGen

Semantic Kernel

ERP/CRM integration

Job description

Webby Group is seeking an experienced AI Solutions Architect to lead the design and delivery of enterprise AI solutions for diverse industries. You will work with business stakeholders, pre-sales, and engineering to transform challenges into scalable AI architectures powered by LLMs, AI Agents, and cloud technologies.

The role requires hands-on technical expertise in modern AI technologies, including RAG, MCP, and enterprise integrations with ERP/CRM systems.