Applied AI Engineer Europe

People who want to stay on the applied side long-term can do that too — but this role is explicitly built so you don't have to.</p><h1>What you'll do</h1><ul style="min-height:1.5em"><li><p style="min-height:1.5em">Implement context graphs that enable agents to select the right reasoning mode (lookup, pattern recognition, exploration) based on problem complexity</p></li><li><p style="min-height:1.5em">Build and optimize agent configurations, including static personas, dynamic behaviors, and functional memory systems</p></li><li><p style="min-height:1.5em">Design bounded Operational Patient Domains (OPDs) with explicit inclusions, exclusions, capabilities, and escalation rules</p></li><li><p style="min-height:1.5em">Implement verification loops and simulation-based testing to validate agent performance against customer KPIs</p></li><li><p style="min-height:1.5em">Write Python code for tool integrations and API orchestration within customer environments</p></li><li><p style="min-height:1.5em">Build evaluation suites that gate deployments using customer-specific success metrics</p></li><li><p style="min-height:1.5em">Collaborate with domain experts through structured interviews to capture reasoning patterns and clinical protocols</p></li><li><p style="min-height:1.5em">Support technical power users through git-based workflows for rapid iteration</p></li><li><p style="min-height:1.5em">Implement adversarial testing to systematically identify and prevent failure modes</p></li><li><p style="min-height:1.5em">Ensure agents maintain audit-ready provenance with version pinning and evidence links</p></li><li><p style="min-height:1.5em">Contribute to systematizing implementation patterns across different problem domains</p></li></ul><h1>What we're looking for</h1><ul style="min-height:1.5em"><li><p style="min-height:1.5em">2+ years of production software engineering experience</p></li><li><p style="min-height:1.5em">Strong Python skills including proper use of typing, and experience building highly reliable systems that interact with external APIs (schema design, retry strategies, error propagation)</p></li><li><p style="min-height:1.5em">Experience with LLMs, prompt engineering, and building on AI platforms</p></li><li><p style="min-height:1.5em">Ability to implement systems with strict reliability requirements</p></li><li><p style="min-height:1.5em">Understanding of testing and verification methodologies</p></li><li><p style="min-height:1.5em">Experience working directly with customers or stakeholders to deliver technical solutions</p></li><li><p style="min-height:1.5em">Familiarity with git workflows and collaborative development</p></li><li><p style="min-height:1.5em">Strong debugging and problem-solving skills for complex systems</p></li><li><p style="min-height:1.5em">Ability to balance theoretical concepts with practical implementation constraints</p></li><li><p style="min-height:1.5em">Clear technical communication for both engineering and non-technical audiences</p></li></ul><h1>Nice to have</h1><ul style="min-height:1.5em"><li><p style="min-height:1.5em">Experience in regulated industries (healthcare, finance, legal)</p></li><li><p style="min-height:1.5em">Background with simulation, synthetic data, or evaluation frameworks</p></li><li><p style="min-height:1.5em">Understanding of distributed systems and service-oriented architectures</p></li><li><p style="min-height:1.5em">Experience with observability and monitoring in production environments</p></li><li><p style="min-height:1.5em">Familiarity with compliance requirements (HIPAA, SOC 2, GDPR) </p></li></ul><h1>Benefits</h1><p style="min-height:1.5em"></p><h2>Health &amp; Wellness</h2><ul style="min-height:1.5em"><li><p style="min-height:1.5em">Comprehensive health, dental, and vision insurance</p></li><li><p style="min-height:1.5em">Daily catered lunch and dinner</p></li><li><p style="min-height:1.5em">Mental health support and wellness coaching</p></li><li><p style="min-height:1.5em">Flexible wellness stipend for fitness, therapy, or personal growth</p></li></ul><h2>Growth &amp; Development</h2><ul style="min-height:1.5em"><li><p style="min-height:1.5em">Annual learning budget for courses, books, or conferences</p></li><li><p style="min-height:1.5em">Conference attendance budget for professional development</p></li><li><p style="min-height:1.5em">Annual team offsite</p></li><li><p style="min-height:1.5em">Academic collaboration opportunities</p></li><li><p style="min-height:1.5em">Unlimited PTO</p></li></ul><p style="min-height:1.5em"></p><h1>Our Core Values</h1><ol style="min-height:1.5em"><li><p style="min-height:1.5em"><strong>Patients Win, We Win</strong></p><p style="min-height:1.5em">If patients aren't getting better care, we haven't earned the right to scale. We build the muscle to do both.</p></li><li><p style="min-height:1.5em"><strong>Intensely Measured</strong></p><p style="min-height:1.5em">We instrument patient outcomes, provider ROI, system performance, and clinical accuracy.