Applied AI Engineer (Agents & Systems)
Core
Design, build, and operate production AI agents that carry out real business workflows and integrate with systems of record.
Role type
Senior IC Applied AI Engineer (Agents & Systems)
Builds
AWS-hosted AI agents, MCP/tool/API integrations, and internal operator interfaces
Domain
AI Agents, Cloud Infrastructure, Enterprise Systems Integration
Deliverable
production ML models
Required skills
Python, TypeScript, API/Integration, Observability, Security Engineering, System Design, Incident Response, Cost Monitoring
Preferred skills
MCP frameworks, ERP/SaaS integration, AWS, Frontier LLMs (Claude/Anthropic), Evaluation/Guardrails, OpenTelemetry, Service Level Targets
Technologies
AWS, CloudWatch, Langfuse, MCP, OpenTelemetry, Python, TypeScript, LLM
Responsibilities
Design and operate AI agents for business workflows; Develop MCP and API integrations with systems of record; Implement agent observability (logs, traces, metrics, alerts); Monitor AI costs, quality, and performance; Apply security and governance practices; Work with operators to translate complex workflows into agent systems
Seniority
Senior, hands-on IC
