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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

417

30-day trend

+11.5%

% of listings

6%

Quick answer

As of October 2026, ETL appears in 417 active data job listings (6% of tracked data postings).

Source: Datamata Studios — methodology and update cadence.

Skills that pair with ETL

% of ETL listings that also require each skill

SQL3.71%
Python2.98%
AWS1.62%
Spark1.51%
Azure1.41%
Data Modeling1.4%
Snowflake1.3%
Databricks1.29%

Top roles hiring ETL

Active listings by role title in data

Data Engineer2,533
Data Analyst2,187
Data Scientist1,542
Data Architect287
Analytics Engineer281
Data Governance181
BI Engineer72
BI Developer63

Is ETL in demand in 2026?

ETL appears in 417 active job listings in the data category — representing 6% of all tracked data postings. Over the past 30 days demand has grown 11.5%.

ETL most commonly appears alongside SQL, Python, AWS 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 417 active data job listings, about 6% of tracked data postings. Demand has grown 11.5% over the past 30 days.

What roles require ETL?

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

What skills pair with ETL?

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

Explore related intelligence

Further reading

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