AI Agent Engineer: LLMs, Vector Search & Orchestration

Optimum Solutions Pte Ltd; Dubai; On-site; AED 400,000 - 900,000; Full time

Job summary

Optimum Solutions Pte Ltd seeks a senior AI/ML engineer to lead the development of LLM-based agents for market intelligence and to build robust retrieval and vector search capabilities using PostgreSQL/pgvector.

The role emphasizes context management, multi-agent orchestration, and seamless FastAPI service delivery with strong emphasis on evaluation, observability and Azure/CI/CD pipelines.

Qualifications

• 10+ years in software development.
• 5+ years hands-on AI and leading 2+ technology/AI delivery projects.
• Build LLM-based AI agents for market intelligence generation.
• Develop retrieval and vector search capabilities using PostgreSQL/pgvector.
• Implement context management and multi-agent orchestration.
• Develop FastAPI services for seamless front-end integration.

Responsibilities

• Build conversational agent workflows with evidence-grounded generation.
• Implement evaluation, numeric verification, sourcing and compliance checks.
• Support Azure deployment, CI/CD, monitoring and documentation.

Skills

Python

FastAPI

LLM/Agentic AI development

RAG

vector search

PostgreSQL/pgvector

agent orchestration

context management

AI evaluation

observability

Azure

CI/CD

Tools

PostgreSQL/pgvector

Azure

CI/CD

FastAPI

Job description

Optimum Solutions Pte Ltd seeks a senior AI/ML engineer to lead the development of LLM-based agents for market intelligence and to build robust retrieval and vector search capabilities using PostgreSQL/pgvector.

The role emphasizes context management, multi-agent orchestration, and seamless FastAPI service delivery with strong emphasis on evaluation, observability and Azure/CI/CD pipelines.