AI Native Engineer
Core
Redesign workflows to integrate AI agents and deterministic apps, building production tools that automate high-value business processes.
Role type
Senior AI Native Engineer (Applied AI / Systems Integration)
Builds
Production AI agents, deterministic internal apps, and automated workflow orchestration systems
Domain
Applied AI, Business Process Automation, Enterprise Systems Integration
Deliverable
production ML models
Required skills
Workflow mapping and process redesign, Agentic workflow design, Deterministic app development, LLM system architecture, API and database integration, Production monitoring and evals, Cross-functional stakeholder management, TypeScript or Python
Preferred skills
Experience with Anthropic/OpenAI/Vercel tools, Portfolio of deployed agent workflows, Git and security practices, Business function collaboration
Technologies
TypeScript, Python, MCP servers, APIs, CLIs, Data warehouses, Workflow orchestration tools
Responsibilities
Map end-to-end business workflows to identify automation opportunities, Design future-state workflows combining agents and deterministic logic, Build and ship production-ready automated tools, Monitor KPIs and manage model evals, Create human-in-the-loop interfaces, Document patterns and build institutional knowledge
Seniority
Senior, hands-on IC
