Applied AI Engineer – LLM & Agentic Systems

AIDA Recruitment is seeking an Applied AI Engineer for an unnamed client, an AI-native technology company transforming property management. The role focuses on building, evaluating, and operating production-grade LLM agents and backend systems, while shaping the client’s agentic AI architecture.

Responsibilities:

• Design, build, and maintain production-grade LLM-powered agents and multi-agent systems
• Develop agentic workflows involving task decomposition, tool calling, structured outputs, orchestration, and feedback loops
• Build reusable agent components, including memory, context management, and tool integrations
• Design scalable architectures connecting AI agents with backend services, databases, and business applications
• Establish architectural patterns that allow new AI workflows to be introduced efficiently
• Design and implement automated evaluation frameworks for AI agents
• Create evaluation datasets with measurable success criteria and pass thresholds
• Integrate agent evaluations into CI/CD pipelines and release processes
• Monitor and improve agent reliability, latency, accuracy, and operational costs
• Investigate hallucinations, incorrect tool calls, unexpected outputs, and production failures
• Develop observability, debugging, error-handling, and fallback mechanisms
• Collaborate with product managers, data engineers, and operational teams to identify automation opportunities
• Transform complex business processes into reliable AI-driven solutions
• Take ownership of features from architecture and development through deployment and production monitoring
• Use modern AI coding agents, such as Claude Code or Codex, to improve engineering productivity
• Contribute to technical decisions, engineering standards, and long-term platform scalability