Senior AI Engineer – GenAI & LLM Orchestration

VML Enterprise Solutions; Faro, Lisboa, Porto; On-site; EUR 70,000 - 110,000; Full time

Job summary

VML Enterprise Solutions seeks a Senior AI Engineer to design and implement production-grade AI agents and GenAI capabilities within our client's Azure environment.

You will focus on LLM integration, RAG and context retrieval, agent orchestration, structured outputs, guardrails, and evaluation frameworks, collaborating with the Solution Architect and Technical Lead to translate target architecture into reliable services.

Qualifications

• Strong hands-on experience with LLMs, generative AI, and AI agents.
• Experience building RAG and retrieval-based AI solutions.
• Experience with Azure AI services in enterprise environments.
• Understanding of AI security, observability and production reliability.
• Ability to work closely with architects and engineers and contribute directly to implementation and technical decisions.

Responsibilities

• prompt engineering, structured outputs and tool calling
• build evaluation frameworks, golden datasets and automated quality testing for LLM solutions
• design and implement agent orchestration and AI workflows
• backend/API development and integration with enterprise systems

Skills

LLMs

Generative AI

AI agents

Tools

Azure AI services

Job description

VML Enterprise Solutions seeks a Senior AI Engineer to design and implement production-grade AI agents and GenAI capabilities within our client's Azure environment.

You will focus on LLM integration, RAG and context retrieval, agent orchestration, structured outputs, guardrails, and evaluation frameworks, collaborating with the Solution Architect and Technical Lead to translate target architecture into reliable services.