ETL Jobs in the UK excluding London

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 ETL skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited ETL over the 6 months leading up to 31 May 2025, comparing them to the same period in the previous two years.

6 months to
31 May 2025
Same period 2024 Same period 2023
Rank 244 168 182
Rank change year-on-year -76 +14 -27
Permanent jobs citing ETL 470 1,243 1,132
As % of all permanent jobs advertised in the UK excluding London 1.18% 1.66% 1.97%
As % of the Processes & Methodologies category 1.28% 2.02% 2.07%
Number of salaries quoted 317 803 757
10th Percentile £37,574 £37,199 £36,750
25th Percentile £46,250 £43,750 £45,000
Median annual salary (50th Percentile) £57,500 £55,000 £55,000
Median % change year-on-year +4.55% - +4.76%
75th Percentile £72,500 £72,500 £69,649
90th Percentile £83,750 £87,500 £79,250
UK median annual salary £62,500 £62,500 £65,000
% change year-on-year - -3.85% +8.33%

All Process and Methodology Skills
UK excluding London

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.

Permanent vacancies with a requirement for process or methodology skills 36,721 61,614 54,758
As % of all permanent jobs advertised in the UK excluding London 92.53% 82.28% 95.52%
Number of salaries quoted 17,560 42,296 28,644
10th Percentile £26,250 £27,250 £30,500
25th Percentile £36,250 £36,250 £40,000
Median annual salary (50th Percentile) £51,564 £50,000 £55,000
Median % change year-on-year +3.13% -9.09% +4.76%
75th Percentile £65,000 £65,000 £70,000
90th Percentile £77,500 £77,500 £82,500
UK median annual salary £57,000 £55,000 £60,899
% change year-on-year +3.64% -9.69% +1.50%

ETL
Job Vacancy Trend in the UK excluding London

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

Job vacancy trend for ETL in the UK excluding London

ETL
Salary Trend in the UK excluding London

3-month moving average salary quoted in jobs citing ETL in the UK excluding London.

Salary trend for ETL in the UK excluding London

ETL
Salary Histogram in the UK excluding London

Salary distribution for jobs citing ETL in the UK excluding London over the 6 months to 31 May 2025.

Salary histogram for ETL in the UK excluding London

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 ETL within the UK excluding London region over the 6 months to 31 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
North of England -103 133 £62,500 +13.64% 124
South East -24 121 £50,000 -16.67% 81
Midlands -29 98 £55,000 - 90
West Midlands -19 67 £56,250 -1.75% 61
Yorkshire +32 62 £65,000 +30.00% 39
North West -124 61 £57,500 +1.77% 62
East of England +40 45 £54,250 +14.21% 16
Scotland +12 41 £53,750 -14.00% 36
East Midlands +18 31 £48,500 -0.51% 26
South West +18 30 £52,500 -1.87% 70
North East -6 10 £52,500 -17.97% 23
Wales +14 3 £80,000 +60.64% 6
Isle of Man - 1 - - 1
ETL
UK

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 46 (9.79%) Apache
2 43 (9.15%) Apache Spark
3 23 (4.89%) Apache Airflow
4 12 (2.55%) SharePoint
5 11 (2.34%) SAS
6 9 (1.91%) Confluence
7 4 (0.85%) Camunda
7 4 (0.85%) Oracle Workflow
8 3 (0.64%) Luigi
9 2 (0.43%) WebSphere
9 2 (0.43%) WebSphere Application Server
10 1 (0.21%) Jupyter
10 1 (0.21%) Microsoft Exchange
10 1 (0.21%) NetWeaver
10 1 (0.21%) Oracle Application Server
Applications
1 25 (5.32%) Microsoft Excel
2 11 (2.34%) Microsoft Office
3 1 (0.21%) Microsoft PowerPoint
3 1 (0.21%) MS Visio
Business Applications
1 22 (4.68%) Oracle EBS
2 6 (1.28%) Infor M3
3 2 (0.43%) Dynamics AX
3 2 (0.43%) Dynamics NAV
3 2 (0.43%) Sage 1000
4 1 (0.21%) Oracle ERP
4 1 (0.21%) Payment Gateway
4 1 (0.21%) SAP MDG
4 1 (0.21%) SAP S/4HANA
Cloud Services
1 212 (45.11%) Azure
2 153 (32.55%) AWS
3 150 (31.91%) Power Platform
4 89 (18.94%) Azure Data Factory
5 79 (16.81%) Snowflake
6 69 (14.68%) GCP
7 35 (7.45%) Azure Synapse Analytics
8 27 (5.74%) Power Automate
9 24 (5.11%) Amazon S3
10 22 (4.68%) Serverless
11 18 (3.83%) dbt
12 15 (3.19%) AWS Lambda
12 15 (3.19%) PowerApps
12 15 (3.19%) SaaS
13 14 (2.98%) Azure Logic Apps
14 11 (2.34%) Azure DevOps
14 11 (2.34%) PaaS
15 10 (2.13%) IaaS
16 9 (1.91%) GitHub
17 7 (1.49%) Azure Functions
Communications & Networking
1 1 (0.21%) DHCP
1 1 (0.21%) DNS
1 1 (0.21%) PuTTY
1 1 (0.21%) SMS
1 1 (0.21%) VoIP
Database & Business Intelligence
1 202 (42.98%) Data Warehouse
2 147 (31.28%) Power BI
3 98 (20.85%) Data Lake
4 83 (17.66%) SQL Server
5 75 (15.96%) SQL Server Integration Services
6 53 (11.28%) SQL Server Reporting Services
7 49 (10.43%) Big Data
8 46 (9.79%) NoSQL
9 36 (7.66%) Metadata
10 34 (7.23%) Amazon Redshift
11 29 (6.17%) MySQL
12 28 (5.96%) Hadoop
13 27 (5.74%) Relational Database
14 26 (5.53%) Oracle ODI
15 23 (4.89%) PostgreSQL
16 21 (4.47%) Tableau
17 19 (4.04%) BigQuery
18 18 (3.83%) Azure SQL Database
19 14 (2.98%) SQL Server Analysis Services
20 13 (2.77%) Oracle Database
Development Applications
1 27 (5.74%) Eclipse
2 25 (5.32%) Eclipse RCP
3 17 (3.62%) Git
4 16 (3.40%) JIRA
4 16 (3.40%) SQL Server Management Studio (SSMS)
5 13 (2.77%) Visual Studio
6 9 (1.91%) Bitbucket
7 6 (1.28%) JUnit
8 3 (0.64%) ERwin
9 2 (0.43%) Jenkins
9 2 (0.43%) Team Foundation Server
10 1 (0.21%) MLflow
10 1 (0.21%) Oracle Forms
10 1 (0.21%) Toad
General
1 124 (26.38%) Social Skills
2 117 (24.89%) Finance
3 106 (22.55%) Analytical Skills
4 76 (16.17%) Law
5 32 (6.81%) Inclusion and Diversity
6 29 (6.17%) Banking
7 24 (5.11%) Manufacturing
8 18 (3.83%) Retail
9 17 (3.62%) Public Sector
10 11 (2.34%) Legal
10 11 (2.34%) Marketing
11 8 (1.70%) Advertising
11 8 (1.70%) Games
11 8 (1.70%) Organisational Skills
12 7 (1.49%) Documentation Skills
13 4 (0.85%) Automotive
13 4 (0.85%) Tech for Good
14 3 (0.64%) Billing
14 3 (0.64%) Presentation Skills
14 3 (0.64%) Social Housing
Job Titles
1 153 (32.55%) Data Engineer
2 94 (20.00%) Senior
3 65 (13.83%) Developer
4 63 (13.40%) Lead
5 46 (9.79%) Senior Data Engineer
5 46 (9.79%) Software Engineer
6 42 (8.94%) Analyst
7 33 (7.02%) Architect
8 32 (6.81%) Business Intelligence Developer
9 29 (6.17%) Business Intelligence Analyst
10 23 (4.89%) Data Manager
10 23 (4.89%) Junior
11 22 (4.68%) Junior Software Engineer
12 19 (4.04%) Power BI Developer
13 18 (3.83%) Solutions Architect
13 18 (3.83%) SQL Developer
14 15 (3.19%) Business Developer
14 15 (3.19%) Consultant
14 15 (3.19%) Migration Consultant
14 15 (3.19%) Technical Consultant
Libraries, Frameworks & Software Standards
1 35 (7.45%) PySpark
2 34 (7.23%) Kafka
3 27 (5.74%) CSS
3 27 (5.74%) HTML
4 26 (5.53%) Middleware
5 25 (5.32%) JSP
6 22 (4.68%) Oracle Fusion
7 17 (3.62%) XML
8 16 (3.40%) REST
9 10 (2.13%) .NET
9 10 (2.13%) Pandas
10 9 (1.91%) JSON
11 6 (1.28%) PyArrow
11 6 (1.28%) React
12 4 (0.85%) .NET Framework
12 4 (0.85%) OpenAPI
12 4 (0.85%) RESTful
12 4 (0.85%) Spring
12 4 (0.85%) Spring Boot
12 4 (0.85%) Swagger
Miscellaneous
1 52 (11.06%) Data Structures
2 44 (9.36%) Legacy Systems
3 36 (7.66%) Management Information System
4 17 (3.62%) Cloud Native
5 14 (2.98%) Algorithms
5 14 (2.98%) Product Ownership
6 9 (1.91%) Self-Motivation
7 8 (1.70%) Replication
8 7 (1.49%) Credit Risk
8 7 (1.49%) Hybrid Cloud
9 6 (1.28%) Distributed Systems
10 5 (1.06%) IoT
10 5 (1.06%) Market Risk
11 4 (0.85%) Analytical Mindset
11 4 (0.85%) Reference Data
12 3 (0.64%) Clustering
12 3 (0.64%) Low-Code
12 3 (0.64%) Onboarding
12 3 (0.64%) Renewable Energy
13 2 (0.43%) Private Cloud
Operating Systems
1 34 (7.23%) Linux
2 32 (6.81%) Windows
3 9 (1.91%) Unix
4 2 (0.43%) Windows Server
5 1 (0.21%) SUSE
5 1 (0.21%) Ubuntu
Processes & Methodologies
1 230 (48.94%) Business Intelligence
2 223 (47.45%) Analytics
3 175 (37.23%) Data Modelling
4 144 (30.64%) Data Engineering
5 141 (30.00%) Data Pipeline
6 108 (22.98%) Problem-Solving
7 99 (21.06%) Agile
8 97 (20.64%) Data Governance
9 90 (19.15%) Data Architecture
10 87 (18.51%) Decision-Making
11 86 (18.30%) Visualisation
12 80 (17.02%) Software Engineering
13 79 (16.81%) Mentoring
13 79 (16.81%) Migration
14 78 (16.60%) Data Management
15 71 (15.11%) Validation
16 69 (14.68%) Data Migration
17 66 (14.04%) Data Transformation
18 64 (13.62%) Data Integration
19 63 (13.40%) Data Strategy
Programming Languages
1 361 (76.81%) SQL
2 214 (45.53%) Python
3 64 (13.62%) Java
4 52 (11.06%) T-SQL
5 44 (9.36%) C#
6 34 (7.23%) Data Analysis Expressions
7 33 (7.02%) PL/SQL
8 22 (4.68%) Ada
8 22 (4.68%) Rust
9 16 (3.40%) R
10 15 (3.19%) PowerShell
11 11 (2.34%) Bash
12 10 (2.13%) Scala
13 7 (1.49%) JavaScript
13 7 (1.49%) TypeScript
14 5 (1.06%) Go
15 4 (0.85%) Shell Script
16 3 (0.64%) C++
16 3 (0.64%) PHP
16 3 (0.64%) VBA
Qualifications
1 106 (22.55%) Degree
2 27 (5.74%) Computer Science Degree
3 26 (5.53%) BPSS Clearance
4 21 (4.47%) Azure Certification
5 14 (2.98%) AWS Certification
6 13 (2.77%) Master's Degree
7 9 (1.91%) Microsoft Certification
8 7 (1.49%) DBS Check
9 5 (1.06%) ACCA
9 5 (1.06%) CIMA
9 5 (1.06%) Security Cleared
10 4 (0.85%) SC Cleared
11 2 (0.43%) PhD
11 2 (0.43%) PMI Certification
11 2 (0.43%) PMP
11 2 (0.43%) SnowPro
12 1 (0.21%) AWS Certified Solutions Architect
12 1 (0.21%) Chartered Engineer
Quality Assurance & Compliance
1 116 (24.68%) Data Quality
2 44 (9.36%) Accessibility
3 36 (7.66%) QA
4 30 (6.38%) GDPR
5 9 (1.91%) California Consumer Privacy Act
6 6 (1.28%) GxP
7 5 (1.06%) PCI DSS
8 4 (0.85%) Basel II
8 4 (0.85%) Basel III
8 4 (0.85%) Dodd-Frank
8 4 (0.85%) IFRS
8 4 (0.85%) IFRS 9
8 4 (0.85%) ISO/IEC 27001
9 2 (0.43%) Dublin Core
9 2 (0.43%) SOC 2
10 1 (0.21%) COBIT
10 1 (0.21%) Cyber Essentials
10 1 (0.21%) ISO 9001
System Software
1 8 (1.70%) Docker
1 8 (1.70%) HDFS
2 1 (0.21%) Active Directory
2 1 (0.21%) Apache Flume
2 1 (0.21%) VMware Infrastructure
2 1 (0.21%) vSphere
Systems Management
1 22 (4.68%) Kubernetes
2 17 (3.62%) Terraform
3 2 (0.43%) Ansible
4 1 (0.21%) Grafana
4 1 (0.21%) Istio
4 1 (0.21%) Kibana
4 1 (0.21%) logstash
4 1 (0.21%) Oozie
4 1 (0.21%) SCCM
4 1 (0.21%) SCOM
Vendors
1 87 (18.51%) Microsoft
2 70 (14.89%) Oracle
3 56 (11.91%) Databricks
4 28 (5.96%) Google
4 28 (5.96%) Informatica
5 19 (4.04%) SAP
6 14 (2.98%) Red Hat
7 11 (2.34%) Talend
8 9 (1.91%) IBM
9 7 (1.49%) Salesforce
10 6 (1.28%) Alteryx
10 6 (1.28%) Infor
11 5 (1.06%) Splunk
11 5 (1.06%) StreamSets
12 4 (0.85%) Dynatrace
13 3 (0.64%) JD Edwards
13 3 (0.64%) QAD
13 3 (0.64%) RedGate
14 2 (0.43%) Curam
14 2 (0.43%) Sage