Complex ETL Jobs in the UK excluding London

Complex Extract, Transform and Load (ETL)
UK > UK excluding London

The table below provides summary statistics for permanent job vacancies advertised in the UK excluding London requiring Complex ETL skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Complex ETL over the 6 months leading up to 27 August 2025, comparing them to the same period in the previous two years.

6 months to
27 Aug 2025
Same period 2024 Same period 2023
Rank 557 687 640
Rank change year-on-year +130 -47 +194
DemandTrendPermanent jobs citing Complex ETL 7 3 4
As % of all permanent jobs advertised in the UK excluding London 0.018% 0.005% 0.010%
As % of the Processes & Methodologies category 0.021% 0.006% 0.010%
Number of salaries quoted 2 3 4
10th Percentile - - £53,050
25th Percentile £47,500 £55,000 £59,125
Median annual salary (50th Percentile) £49,000 £60,000 £65,000
Median % change year-on-year -18.33% -7.69% -2.99%
75th Percentile £50,500 £80,000 £67,500
90th Percentile - £89,000 -
UK median annual salary £49,000 £72,500 £65,000
% change year-on-year -32.41% +11.54% -12.02%

All Process and Methodology Skills
UK excluding London

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 the UK excluding London.

DemandTrendPermanent vacancies with a requirement for process or methodology skills 32,792 48,564 39,985
As % of all permanent jobs advertised in the UK excluding London 84.87% 78.75% 95.23%
Number of salaries quoted 17,581 28,550 24,767
10th Percentile £25,087 £30,000 £29,825
25th Percentile £31,000 £38,750 £40,000
Median annual salary (50th Percentile) £45,000 £50,051 £55,000
Median % change year-on-year -10.09% -9.00% +4.76%
75th Percentile £63,750 £65,000 £68,750
90th Percentile £78,750 £80,000 £81,250
UK median annual salary £54,793 £55,000 £60,000
% change year-on-year -0.38% -8.33% -

Complex ETL
Job Vacancy Trend in the UK excluding London

Job postings citing Complex ETL as a proportion of all IT jobs advertised in the UK excluding London.

Job vacancy trend for Complex ETL in the UK excluding London

Complex ETL
Salary Trend in the UK excluding London

Salary distribution trend for jobs in the UK excluding London citing Complex ETL.

Salary distribution trend for jobs in the UK excluding London citing Complex ETL

Complex ETL
Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Complex ETL within the UK excluding London region over the 6 months to 27 August 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
DemandTrendPermanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
Scotland - 4 - - 1
North of England +41 2 £49,000 -18.33% 2
Yorkshire - 2 £49,000 - 1
South East - 1 - -
Complex ETL
UK

Complex ETL
Co-occurring Skills and Capabilities in the UK excluding London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 4 (57.14%) Apache Spark
Cloud Services
1 4 (57.14%) AWS
1 4 (57.14%) Snowflake
2 1 (14.29%) Azure
2 1 (14.29%) Azure Data Factory
2 1 (14.29%) Azure DevOps
2 1 (14.29%) Azure Event Grid
2 1 (14.29%) Azure Functions
2 1 (14.29%) Azure Logic Apps
2 1 (14.29%) Azure Service Bus
2 1 (14.29%) Serverless
Database & Business Intelligence
1 7 (100.00%) SQL Server
2 4 (57.14%) Amazon Redshift
2 4 (57.14%) Apache Cassandra
2 4 (57.14%) Apache Hive
2 4 (57.14%) Apache Iceberg
2 4 (57.14%) Big Data
2 4 (57.14%) DynamoDB
2 4 (57.14%) Impala
2 4 (57.14%) NoSQL
2 4 (57.14%) Redshift Spectrum
2 4 (57.14%) Relational Database
3 3 (42.86%) SQL Server Integration Services
4 2 (28.57%) Data Warehouse
Development Applications
1 2 (28.57%) SQL Server Management Studio (SSMS)
2 1 (14.29%) Git
General
1 4 (57.14%) Banking
1 4 (57.14%) Finance
1 4 (57.14%) Inclusion and Diversity
1 4 (57.14%) Investment Banking
1 4 (57.14%) Law
1 4 (57.14%) Publishing
2 2 (28.57%) Public Sector
2 2 (28.57%) Social Skills
Job Titles
1 4 (57.14%) Python Engineer
1 4 (57.14%) Python Software Engineer
1 4 (57.14%) Software Engineer
2 2 (28.57%) Business Developer
2 2 (28.57%) Business Intelligence Developer
2 2 (28.57%) Developer
Libraries, Frameworks & Software Standards
1 4 (57.14%) Kafka
2 3 (42.86%) XML
3 1 (14.29%) JSON
Processes & Methodologies
1 7 (100.00%) Business Intelligence
1 7 (100.00%) ETL
2 6 (85.71%) Decision-Making
3 5 (71.43%) Problem-Solving
4 4 (57.14%) Agile
4 4 (57.14%) Analytics
4 4 (57.14%) Artificial Intelligence
4 4 (57.14%) Data Analytics
4 4 (57.14%) Data Design
4 4 (57.14%) Machine Learning
4 4 (57.14%) Operational Stability
4 4 (57.14%) SDLC
4 4 (57.14%) Software Engineering
4 4 (57.14%) Tech Ops
5 2 (28.57%) Service Delivery
5 2 (28.57%) Stakeholder Management
6 1 (14.29%) API Management
6 1 (14.29%) DevOps
6 1 (14.29%) Infrastructure Engineering
6 1 (14.29%) Line Management
Programming Languages
1 7 (100.00%) SQL
2 6 (85.71%) Python
3 2 (28.57%) C#
3 2 (28.57%) PowerShell
4 1 (14.29%) T-SQL
Qualifications
1 1 (14.29%) Degree
Quality Assurance & Compliance
1 4 (57.14%) Data Quality
Vendors
1 4 (57.14%) Databricks
1 4 (57.14%) Oracle
2 1 (14.29%) Microsoft