Complex ETL Job Trends in Edinburgh

Complex Extract, Transform and Load (ETL)
Scotland > Edinburgh

The table below provides summary statistics and salary benchmarking for jobs advertised in Edinburgh requiring Complex ETL skills. It covers permanent job vacancies from the 6 months leading up to 27 May 2026, with comparisons to the same periods in the previous two years.

6 months to
27 May 2026
Same period 2025 Same period 2024
Rank 73 - -
Rank change year-on-year - - -
Permanent jobs citing Complex ETL 1 0 0
As % of all permanent jobs in Edinburgh 0.090% - -
As % of the Processes & Methodologies category 0.13% - -
Number of salaries quoted 0 0 0
Median annual salary (50th Percentile) - - -
Scotland median annual salary - - -

All Process & Methodology Skills
Edinburgh

Complex ETL falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Edinburgh.

Permanent vacancies with a requirement for process or methodology skills 777 843 1,143
As % of all permanent jobs advertised in Edinburgh 70.32% 97.12% 87.25%
Number of salaries quoted 463 359 927
10th Percentile £29,000 £26,063 £35,000
25th Percentile £35,000 £37,875 £46,250
Median annual salary (50th Percentile) £55,000 £55,000 £60,000
Median % change year-on-year - -8.33% -
75th Percentile £70,000 £78,750 £72,433
90th Percentile £85,000 £98,474 £97,500
Scotland median annual salary £45,000 £52,500 £52,500
% change year-on-year -14.29% - -8.70%

Complex ETL
Job Vacancy Trend in Edinburgh

Historical trend showing the proportion of permanent IT job postings citing Complex ETL relative to all permanent IT jobs advertised in Edinburgh.

Complex ETL job vacancy trend in Edinburgh

Complex ETL
Salary Trend in Edinburgh

Salary distribution trend for jobs in Edinburgh citing Complex ETL.

Salary distribution trend for jobs in Edinburgh citing Complex ETL

Complex ETL
Co-Occurring Skills & Capabilities in Edinburgh by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Cloud Services
1 1 (100.00%) Azure
1 1 (100.00%) Power Platform
Communications & Networking
1 1 (100.00%) Broadband
Database & Business Intelligence
1 1 (100.00%) Data Lake
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Power BI
1 1 (100.00%) SQL Server
1 1 (100.00%) Tableau
General
1 1 (100.00%) Analytical Skills
1 1 (100.00%) Social Skills
Job Titles
1 1 (100.00%) Data Engineer
Miscellaneous
1 1 (100.00%) Self-Motivation
Processes & Methodologies
1 1 (100.00%) Analytical Thinking
1 1 (100.00%) Analytics
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Data Architecture
1 1 (100.00%) ETL
1 1 (100.00%) Problem-Solving
1 1 (100.00%) Requirements Gathering
1 1 (100.00%) Requirements Workshops
1 1 (100.00%) Statistics
1 1 (100.00%) Workshop Facilitation
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) SQL
Qualifications
1 1 (100.00%) MCT
1 1 (100.00%) Microsoft Certification
Vendors
1 1 (100.00%) Microsoft