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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

189

30-day trend

+23.3%

% of listings

5%

Quick answer

As of September 2026, ETL appears in 189 active data job listings (5% of tracked data postings).

Source: Datamata Studios — methodology and update cadence.

Skills that pair with ETL

% of ETL listings that also require each skill

SQL3.89%
Python3.25%
Data Modeling1.76%
Snowflake1.65%
dbt1.59%
Stakeholder Mgmt1.51%
AWS1.4%
Airflow1.4%

Top roles hiring ETL

Active listings by role title in data

Data Analyst1,213
Data Engineer1,123
Data Scientist763
Analytics Engineer156
Data Architect142
Data Governance88
BI Engineer62
BI Developer27

Is ETL in demand in 2026?

ETL appears in 189 active job listings in the data category — representing 5% of all tracked data postings. Over the past 30 days demand has grown 23.3%.

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

ETL demand FAQ

Is ETL in demand in 2026?

ETL appears in 189 active data job listings, about 5% of tracked data postings. Demand has grown 23.3% over the past 30 days.

What roles require ETL?

ETL is most in demand for Data Analyst roles, followed by Data Engineer and Data Scientist, based on active data listings.

What skills pair with ETL?

ETL most commonly appears alongside SQL, Python and Data Modeling in job requirements.

Explore related intelligence

Further reading

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