Full Stack AI Engineer - Agents & Automation
Core
Build internal web applications, backend services, and AI agent workflows that integrate with business systems to automate operational tasks like invoice preparation and data investigation.
Role type
Senior Full Stack AI Engineer (Agents & Automation)
Builds
Internal web applications, backend services, agent runtimes, and event-driven workflows for business process automation.
Domain
Manufacturing / Industrial Operations / AI Automation
Deliverable
production ML models
Required skills
TypeScript, JavaScript, React, Python, AWS, LLM integration, API design, authentication, asynchronous workflows, testing, observability, security, business process analysis.
Preferred skills
Vue, Microsoft business systems, document processing, agent runtimes, evaluation frameworks, CI/CD, Slack, Notion, Linear, GitHub.
Technologies
AWS, React, Python, TypeScript, JavaScript, LLM, CI/CD, GitHub, Slack, Notion, Linear, Microsoft Graph, SharePoint, Business Central
Responsibilities
Build internal web applications and interfaces for AI-assisted workflows; Develop backend services and reusable tools enabling agents to interact with business systems; Integrate systems such as Business Central, Microsoft Graph/SharePoint, Slack, Notion, and the data platform; Combine model reasoning with deterministic validation and explicit business rules; Build event-driven workflows, background jobs, retries, deduplication, and recovery from partial failures; Implement authentication, permissions, audit trails, and human review for consequential actions; Create evaluations based on realistic business examples and measure correctness, completion rates, latency, cost, and user effort; Own delivery from discovery and implementation through testing, deployment, monitoring, and iteration; Research emerging AI capabilities, review technical documentation, and run focused experiments; Visit yards and facilities to observe workflows, build relationships with software users, and incorporate their experience into designs; Take a scoped workflow from user discovery to a working pilot, connect the necessary systems, establish an evaluation baseline, and demonstrate measurable gains in accuracy or user time saved.
Seniority
Senior, hands-on IC
