Complex ETL Jobs

Complex Extract, Transform and Load (ETL)
UK

The table below provides summary statistics for permanent job vacancies 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 29 May 2025, comparing them to the same period in the previous two years.

6 months to
29 May 2025
Same period 2024 Same period 2023
Rank 705 - 931
Rank change year-on-year - - +287
Permanent jobs citing Complex ETL 3 0 22
As % of all permanent jobs advertised in the UK 0.005% - 0.023%
As % of the Processes & Methodologies category 0.006% - 0.024%
Number of salaries quoted 1 0 12
10th Percentile - - £52,625
25th Percentile £47,500 - £55,625
Median annual salary (50th Percentile) £49,000 - £65,000
Median % change year-on-year - - -10.67%
75th Percentile £50,500 - £75,313
90th Percentile - - £81,875
UK excluding London median annual salary £49,000 - £65,000
% change year-on-year - - -3.70%

All Process and Methodology Skills
UK

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.

Permanent vacancies with a requirement for process or methodology skills 51,417 86,448 93,028
As % of all permanent jobs advertised in the UK 93.74% 84.24% 95.56%
Number of salaries quoted 25,323 60,550 54,986
10th Percentile £29,000 £29,250 £34,000
25th Percentile £41,250 £40,000 £45,000
Median annual salary (50th Percentile) £57,500 £55,000 £61,000
Median % change year-on-year +4.55% -9.84% +1.67%
75th Percentile £75,000 £72,500 £81,250
90th Percentile £97,500 £92,500 £100,000
UK excluding London median annual salary £51,564 £50,000 £55,000
% change year-on-year +3.13% -9.09% +4.76%

Complex ETL
Job Vacancy Trend

Job postings citing Complex ETL as a proportion of all IT jobs advertised.

Job vacancy trend for Complex ETL in the UK

Complex ETL
Salary Trend

3-month moving average salary quoted in jobs citing Complex ETL.

Salary trend for Complex ETL in the UK

Complex ETL
Top 7 Job Locations

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 over the 6 months to 29 May 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
UK excluding London - 3 £49,000 - 7
England - 2 £49,000 - 10
Scotland - 1 - - 1
Work from Home - 1 £49,000 - 5
Yorkshire - 1 £49,000 - 2
South East - 1 - - 1
North of England - 1 £49,000 - 3

Complex ETL
Co-occurring Skills and Capabilities 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 1 (33.33%) Apache Spark
Cloud Services
1 1 (33.33%) AWS
1 1 (33.33%) Azure
1 1 (33.33%) Azure Data Factory
1 1 (33.33%) Azure DevOps
1 1 (33.33%) Azure Event Grid
1 1 (33.33%) Azure Functions
1 1 (33.33%) Azure Logic Apps
1 1 (33.33%) Azure Service Bus
1 1 (33.33%) Serverless
1 1 (33.33%) Snowflake
Database & Business Intelligence
1 3 (100.00%) SQL Server
2 2 (66.67%) SQL Server Integration Services
3 1 (33.33%) Amazon Redshift
3 1 (33.33%) Apache Cassandra
3 1 (33.33%) Apache Hive
3 1 (33.33%) Apache Iceberg
3 1 (33.33%) Big Data
3 1 (33.33%) Data Warehouse
3 1 (33.33%) DynamoDB
3 1 (33.33%) Impala
3 1 (33.33%) NoSQL
3 1 (33.33%) Redshift Spectrum
3 1 (33.33%) Relational Database
Development Applications
1 1 (33.33%) Git
1 1 (33.33%) SQL Server Management Studio (SSMS)
General
1 1 (33.33%) Banking
1 1 (33.33%) Finance
1 1 (33.33%) Inclusion and Diversity
1 1 (33.33%) Investment Banking
1 1 (33.33%) Law
1 1 (33.33%) Public Sector
1 1 (33.33%) Publishing
1 1 (33.33%) Social Skills
Job Titles
1 1 (33.33%) Business Developer
1 1 (33.33%) Business Intelligence Developer
1 1 (33.33%) Developer
1 1 (33.33%) Python Engineer
1 1 (33.33%) Python Software Engineer
1 1 (33.33%) Software Engineer
Libraries, Frameworks & Software Standards
1 2 (66.67%) XML
2 1 (33.33%) JSON
2 1 (33.33%) Kafka
Processes & Methodologies
1 3 (100.00%) Business Intelligence
1 3 (100.00%) ETL
2 2 (66.67%) Decision-Making
2 2 (66.67%) Problem-Solving
3 1 (33.33%) Agile
3 1 (33.33%) Analytics
3 1 (33.33%) API Management
3 1 (33.33%) Artificial Intelligence
3 1 (33.33%) Data Analytics
3 1 (33.33%) Data Design
3 1 (33.33%) DevOps
3 1 (33.33%) Infrastructure Engineering
3 1 (33.33%) Line Management
3 1 (33.33%) Machine Learning
3 1 (33.33%) Operational Stability
3 1 (33.33%) SDLC
3 1 (33.33%) Service Delivery
3 1 (33.33%) Software Engineering
3 1 (33.33%) Stakeholder Management
3 1 (33.33%) Tech Ops
Programming Languages
1 3 (100.00%) SQL
2 2 (66.67%) Python
3 1 (33.33%) C#
3 1 (33.33%) PowerShell
3 1 (33.33%) T-SQL
Qualifications
1 1 (33.33%) Degree
Quality Assurance & Compliance
1 1 (33.33%) Data Quality
Vendors
1 1 (33.33%) Databricks
1 1 (33.33%) Microsoft
1 1 (33.33%) Oracle