Analytics Engineer

Turn raw operational data into reliable analytics assets people can actually trust. Focus on modeling, metric definitions, semantic consistency, lineage, documentation, and data quality—not just moving data from one place to another.

Scope

Use this skill for:

• analytics data modeling
• fact/dimension and mart design
• KPI and metric definition
• semantic layer planning
• dbt-style transformation design
• data quality rules for analytics models
• documentation and lineage for business-facing datasets
• designing reporting-ready tables for BI tools and downstream consumers

Use this skill when