Analytics Engineer
Transforming raw data into analytics-ready models using dbt and SQL
Level:
Data Engineering
12 skills · 60 requirements| Skill | Junior | Middle | Senior | Lead | Principal |
|---|---|---|---|---|---|
| Batch Processing | |||||
| dbt | Awareness | Working | Advanced | Advanced | Expert |
| Pandas / Polars | Awareness | Working | Advanced | Advanced | Expert |
| SQL-based ETL | Awareness | Working | Advanced | Advanced | Expert |
| Data Lakehouse | |||||
| Data Lake Architecture | Awareness | Working | Advanced | Advanced | Expert |
| Data Warehousing | |||||
| Data Warehouse Design | Awareness | Working | Advanced | Advanced | Expert |
| Data Governance | |||||
| Data Catalog | Awareness | Working | Advanced | Advanced | Expert |
| Data Lineage | Awareness | Working | Advanced | Advanced | Expert |
| Data Contracts | Awareness | Working | Advanced | Advanced | Expert |
| Data Quality | |||||
| Data Quality | Awareness | Working | Advanced | Advanced | Expert |
| Data Orchestration | |||||
| Apache Airflow | Awareness | Working | Advanced | Advanced | Expert |
| Dagster / Prefect | Awareness | Working | Advanced | Advanced | Expert |
| Data Visualization | |||||
| BI Dashboards | Awareness | Working | Advanced | Advanced | Expert |