Applied AI Engineer Europe

Role overview

Applied AI Engineer (Europe) at Amigo—a launchpad role where you ship production AI agents end-to-end. You will write production code, shape product decisions, and work directly with customers as agents are deployed.

Within 6–12 months, the role can transition into one of four paths:

• Applied AI: agent architecture, verification frameworks, and the hardest customer problems
• Product Management: roadmap, discovery, and shaping what gets built
• Sales Engineering: pre-sales, technical storytelling, and enterprise deal support
• Software Engineering: platform, infrastructure, and core systems

Responsibilities

• Implement context graphs enabling agents to choose the right reasoning mode based on complexity (lookup, pattern recognition, exploration)
• Build and optimize agent configurations (static personas, dynamic behaviors, functional memory)
• Design Operational Patient Domains (OPDs) with explicit inclusions, exclusions, capabilities, and escalation rules
• Create verification loops and simulation-based testing to validate agent performance against customer KPIs
• Write Python code for tool integrations and API orchestration in customer environments
• Build evaluation suites that gate deployments using customer-specific success metrics
• Collaborate with domain experts via structured interviews to capture reasoning patterns and clinical protocols
• Support technical power users with git-based workflows for rapid iteration
• Perform adversarial testing to identify and prevent failure modes
• Ensure audit-ready provenance with version pinning and evidence links
• Systematize implementation patterns across different problem domains

Requirements

• 2+ years of production software engineering experience
• Strong Python skills, including proper typing, and building reliable systems integrating with external APIs (schema design, retry strategies, error propagation)
• Experience with LLMs, prompt engineering, and AI platform development
• Ability to implement systems with strict reliability requirements
• Understanding of testing and verification methodologies
• Experience delivering technical solutions with customers/stakeholders
• Familiarity with git workflows and collaborative development
• Strong debugging and problem-solving for complex systems
• Ability to communicate clearly with both technical and non-technical audiences

Nice to have

• Experience in regulated industries (healthcare, finance, legal)
• Background with simulation, synthetic data, or evaluation frameworks
• Familiarity with distributed systems and service-oriented architectures