senior-data-engineer
Installation
SKILL.md
Senior Data Engineer
Production-grade data engineering skill for building scalable, reliable data systems.
Purpose
Design and build scalable data pipelines, ETL/ELT systems, streaming infrastructure, and data quality frameworks using Python, SQL, Spark, Airflow, dbt, and Kafka.
Trigger
Apply when the user requests:
- "design data pipeline", "build ETL", "build ELT", "ingest data from", "data extraction"
- "batch vs streaming", "Lambda architecture", "Kappa architecture", "data lakehouse"
- "dimensional model", "star schema", "slowly changing dimensions", "data vault", "dbt"
- "data quality checks", "data contracts", "monitor data freshness", "Great Expectations"
- "optimize Spark job", "tune Airflow DAG", "reduce pipeline execution time"