AI Engineer: RAG Pipelines & Multi-Agent Systems

AIngineer Sdn Bhd; Kuala Lumpur; On-site; MYR 120,000 - 180,000; Full time

Job summary

AIngineer Sdn Bhd in Kuala Lumpur, Malaysia, is seeking a mid-level AI engineer to design and build retrieval augmented generation systems. You will develop AI agents to reason across diverse data sources and integrate them with engineering documents and standards.

The role emphasizes practical delivery, from prototyping to production, with a focus on improving accuracy, traceability, and performance in real-world, messy documents.

Qualifications

• Degree in Computer Science, AI or related field.
• At least 2 years hands-on experience building applications with large language models.
• Strong Python skills with vector search, embeddings and agent frameworks.

Responsibilities

• Design, build and evaluate retrieval augmented generation pipelines over engineering documents and databases.
• Develop and orchestrate AI agents that plan, retrieve and reason across multiple data sources.
• Improve answer accuracy and traceability through better parsing, ranking, prompting and evaluation.
• Work with domain engineers to turn real workflow problems into measurable model improvements.
• Take models from prototype to production, including monitoring and regression testing.

Skills

Python

LLM development

Vector search

Embeddings

Agent frameworks

Education

Degree in Computer Science or AI

Job description

AIngineer Sdn Bhd in Kuala Lumpur, Malaysia, is seeking a mid-level AI engineer to design and build retrieval augmented generation systems. You will develop AI agents to reason across diverse data sources and integrate them with engineering documents and standards.

The role emphasizes practical delivery, from prototyping to production, with a focus on improving accuracy, traceability, and performance in real-world, messy documents.