Principal Analytics Engineer
Core
Design and evolve high-scale analytics architecture, dbt models, and semantic layers to provide consistent metrics for human analysts and AI agents.
Role type
Principal Analytics Engineer (Product Analytics)
Builds
Production-grade analytics data products, semantic layers, and agent-safe data infrastructure
Domain
Home services / Modern Data Stack / AI-powered BI
Deliverable
production ML models | product features | dashboards & analysis
Required skills
Expert SQL, Python, dbt, data governance, cross-functional leadership, technical communication
Preferred skills
Snowflake, data mesh architectures, AI/LLM tooling as data consumer
Responsibilities
Design and build high-scale dbt models; Implement guardrails and metadata for AI agent queries; Define and evolve semantic layer metrics; Eliminate analyst friction via reusable patterns; Set quality and governance standards; Mentor engineers and analysts
Seniority
Principal, hands-on IC with mentorship