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Datamata Studios
Live datadata

ETL

Real-time demand data from active job postings. Updated weekly from the same index powering all Datamata intelligence tools.

How this data works

Active listings

104

30-day trend

+10.3%

% of listings

3%

Skills that pair with ETL

% of ETL listings that also require each skill

SQL2.2%
Python1.86%
Spark1.01%
Data Modeling0.85%
AWS0.85%
Airflow0.79%
Stakeholder Mgmt0.76%
Azure0.73%

Top roles hiring ETL

Active listings by role title in data

Data Analyst1,184
Data Engineer987
Data Scientist695
Analytics Engineer124
Data Architect114
Data Governance74
BI Engineer61
BI Developer36

Is ETL in demand in 2026?

ETL appears in 104 active job listings in the data category — representing 3% of all tracked data postings. Over the past 30 days demand has grown 10.3%.

ETL most commonly appears alongside SQL, Python, Spark in job requirements. Building proficiency in these complementary skills can significantly strengthen a candidate profile.

Companies hiring ETL

Explore related intelligence

Further reading

Based on active job listings in the data category · Updated weekly