Senior AI Engineer (Agentic AI / AWS)

Gramian Consultancy is a boutique consultancy specializing in IT professional services and engineering talent solutions. The client is a Big4 Consultancy group working with leading financial institutions on AI-driven transformation, automation, advanced analytics, and financial crime prevention including fraud detection, AML/KYC modernization, and enterprise AI platforms in regulated environments.

• 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.

Contractor assignment from October 2026 to July 2027 with potential extension. Candidates must be Europe-based, preferably Central and Eastern Europe, with fluent English. Remote work with possible future hybrid work in Prague.