Data Engineering HIGH DEMAND

Data Analyst

Analyzing data for business decisions, building reports and dashboards

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10 skills

50 requirements

50 mandatory

1 domains

Awareness 10 Working 10 Advanced 10 Expert 20

Level:

Profiles: Awareness Working Advanced Expert -- Click level to expand, click requirement for details and voting

Data Engineering

10 skills · 50 requirements

Skill	Junior	Middle	Senior	Lead	Principal
Batch Processing
dbt	Awareness	Working	Advanced	Expert	Expert
Pandas / Polars	Awareness	Working	Advanced	Expert	Expert
SQL-based ETL	Awareness	Working	Advanced	Expert	Expert
Data Warehousing
Data Warehouse Design	Awareness	Working	Advanced	Expert	Expert
Data Governance
Data Catalog	Awareness	Working	Advanced	Expert	Expert
Data Lineage	Awareness	Working	Advanced	Expert	Expert
Data Contracts	Awareness	Working	Advanced	Expert	Expert
Data Quality
Data Quality	Awareness	Working	Advanced	Expert	Expert
Data Orchestration
Apache Airflow	Awareness	Working	Advanced	Expert	Expert
Data Visualization
BI Dashboards	Awareness	Working	Advanced	Expert	Expert

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