Senior AI Engineer (Agentic AI / AWS) - REMOTE EU

Gramian Consultancy is a boutique consultancy specializing in IT professional services and engineering talent solutions. The client is a Big4 Consultancy group working on AI-driven transformation, automation, advanced analytics, and financial crime prevention for leading financial institutions.

• 5–10 years of professional software, data, or AI engineering experience.
• Strong hands-on development experience with Python.
• Proven experience designing and integrating LLM-powered or agentic AI applications.
• Experience with agent orchestration frameworks such as LangChain, AutoGen, CrewAI, or comparable technologies.
• Strong experience with enterprise AI integration patterns including MCP, A2A, structured outputs, tool calling, or skills-based architectures.
• Professional experience designing and deploying AI solutions on public cloud platforms, preferably AWS.
• Experience with MLOps/AIOps practices, including versioning, testing, monitoring, and evaluations.
• Fluent professional English.

• Architect and build production-grade autonomous AI agents and multi-agent orchestration frameworks.
• Develop reusable agent patterns and technical standards across multiple engineering squads.
• Integrate LLMs with APIs, databases, proprietary tools, and enterprise systems.
• Implement reliable tool-calling and structured-output workflows.
• Design and optimize prompt strategies, context management, memory, and agent state.
• Build stable, long-running agent workflows with error handling and recovery mechanisms.
• Implement monitoring, logging, tracing, and evaluation frameworks for agent behavior and model outputs.
• Support deployment of AI systems on public cloud infrastructure, primarily AWS.
• Apply MLOps/AIOps practices across versioning, testing, monitoring, and evaluation.
• Collaborate with engineering, data, cloud, and business teams to deliver secure and scalable AI solutions.

Must have authorization to work in the EU. Fluent English is required. Contractor assignment from October 2026 to July 2027 with extension available.