Required Skills
Agent engineering and AI workflow orchestration for enterprise operations use cases
AI harnessing and agent harnessing patterns (tool use, context handling, workflow chaining)
Spec-driven development and AI-native development practices
Semantic modeling and data-to-agent grounding design
Snowflake data platform skills (SQL, roles, schemas, operational verification)
REST API design/integration for agent-backed capabilities
Node.js/TypeScript/Express implementation and debugging
Website onboarding and tagging/tracking workflow automation mindset
RBAC/access-control modeling for domain-specific agent access
Secrets/configuration management for production AI services
Agent quality controls (grounding, guardrails, hallucination-risk reduction)
AI observability (prompt/response telemetry, feedback loops, evaluation metrics)