ETL Job Trends in Berkshire

Extract, Transform and Load (ETL)
South East > Berkshire

The table below provides summary statistics and salary benchmarking for jobs advertised in Berkshire requiring ETL skills. It covers permanent job vacancies from the 6 months leading up to 11 January 2026, with comparisons to the same periods in the previous two years.

6 months to
11 Jan 2026
Same period 2025 Same period 2024
Rank 92 109 130
Rank change year-on-year +17 +21 -55
Permanent jobs citing ETL 32 16 11
As % of all permanent jobs in Berkshire 1.64% 0.97% 0.53%
As % of the Processes & Methodologies category 1.99% 1.05% 0.60%
Number of salaries quoted 12 9 9
10th Percentile - £36,050 £49,500
25th Percentile £45,000 £38,500 £51,250
Median annual salary (50th Percentile) £50,000 £50,000 £52,500
Median % change year-on-year - -4.76% -18.60%
75th Percentile £65,938 £65,000 £53,750
90th Percentile £86,750 £67,200 £71,500
South East median annual salary £62,500 £57,500 £57,500
% change year-on-year +8.70% - -4.17%

All Process & Methodology Skills
Berkshire

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 Berkshire.

Permanent vacancies with a requirement for process or methodology skills 1,610 1,531 1,848
As % of all permanent jobs advertised in Berkshire 82.27% 92.34% 88.51%
Number of salaries quoted 739 666 1,306
10th Percentile £29,000 £36,563 £31,250
25th Percentile £35,000 £47,500 £38,640
Median annual salary (50th Percentile) £50,000 £65,000 £55,000
Median % change year-on-year -23.08% +18.18% -6.78%
75th Percentile £70,000 £81,250 £71,250
90th Percentile £82,750 £93,750 £87,500
South East median annual salary £50,000 £58,000 £52,500
% change year-on-year -13.79% +10.48% -4.55%

ETL
Job Vacancy Trend in Berkshire

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

ETL job vacancy trend in Berkshire

ETL
Salary Trend in Berkshire

Salary distribution trend for jobs in Berkshire citing ETL.

Salary distribution trend for jobs in Berkshire citing ETL

ETL
Salary Histogram in Berkshire

Salary distribution for jobs citing ETL in Berkshire over the 6 months to 11 January 2026.

Salary histogram for ETL in Berkshire

ETL
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Berkshire region over the 6 months to 11 January 2026. 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
Slough -19 8 £85,000 +30.77% 19
Maidenhead -34 8 £57,500 -
Windsor - 7 £45,500 -
Reading +24 5 £47,500 -9.52% 5
ETL
South East

ETL
Co-Occurring Skills & Capabilities in Berkshire 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 30 (93.75%) Azure
2 16 (50.00%) AWS
3 15 (46.88%) GCP
4 9 (28.13%) Azure Data Factory
5 7 (21.88%) Azure Synapse Analytics
6 6 (18.75%) Power Platform
7 3 (9.38%) Collibra
8 2 (6.25%) SaaS
9 1 (3.13%) Azure Cosmos DB
9 1 (3.13%) Azure Service Bus
9 1 (3.13%) dbt
9 1 (3.13%) Entra ID
9 1 (3.13%) Power Automate
Database & Business Intelligence
1 24 (75.00%) Data Warehouse
2 8 (25.00%) Data Mining
3 6 (18.75%) Data Lake
3 6 (18.75%) Metadata
4 5 (15.63%) Power BI
5 4 (12.50%) Relational Database
6 3 (9.38%) SAP BW
6 3 (9.38%) SAP HANA
6 3 (9.38%) SQL Server
7 2 (6.25%) Oracle Database
7 2 (6.25%) SQL Server Integration Services
7 2 (6.25%) Tableau
8 1 (3.13%) Azure SQL Database
8 1 (3.13%) Geospatial Data
8 1 (3.13%) Looker
8 1 (3.13%) MySQL
8 1 (3.13%) PostgreSQL
8 1 (3.13%) Power Query
8 1 (3.13%) Semantic Layer
Development Applications
1 3 (9.38%) ERwin
1 3 (9.38%) Git
1 3 (9.38%) PowerDesigner
General
1 13 (40.63%) Law
1 13 (40.63%) Marketing
2 10 (31.25%) Analytical Skills
3 7 (21.88%) Social Skills
4 5 (15.63%) Finance
5 3 (9.38%) Publishing
6 2 (6.25%) Manufacturing
7 1 (3.13%) Pharmaceutical
7 1 (3.13%) Presentation Skills
Job Titles
1 13 (40.63%) Architect
1 13 (40.63%) Data Architect
1 13 (40.63%) Senior
1 13 (40.63%) Senior Architect
1 13 (40.63%) Senior Data Architect
2 8 (25.00%) Data Engineer
3 3 (9.38%) Data Manager
3 3 (9.38%) Data Model Manager
3 3 (9.38%) Delivery Manager
3 3 (9.38%) Lead
3 3 (9.38%) SAP Data Manager
3 3 (9.38%) SAP Delivery Manager
3 3 (9.38%) SAP Manager
4 2 (6.25%) Artificial Intelligence Engineer
5 1 (3.13%) Automation Specialist
5 1 (3.13%) Business Data Analyst
5 1 (3.13%) Business Intelligence Developer
5 1 (3.13%) Business Intelligence Lead
5 1 (3.13%) Business Intelligence Specialist
5 1 (3.13%) Data Scientist
Libraries, Frameworks & Software Standards
1 2 (6.25%) .NET
1 2 (6.25%) LangChain
2 1 (3.13%) LangGraph
2 1 (3.13%) PySpark
2 1 (3.13%) PyTorch
2 1 (3.13%) Semantic Kernel
2 1 (3.13%) TensorFlow
Miscellaneous
1 3 (9.38%) Management Information System
1 3 (9.38%) Product Ownership
2 1 (3.13%) AI Agents
2 1 (3.13%) Autonomous Agent
2 1 (3.13%) Greenfield Project
2 1 (3.13%) Operational Technology
2 1 (3.13%) Private Cloud
Processes & Methodologies
1 25 (78.13%) Data Modelling
2 22 (68.75%) Data Pipeline
3 20 (62.50%) Data Engineering
3 20 (62.50%) Data Governance
4 19 (59.38%) Data Architecture
5 17 (53.13%) AI
5 17 (53.13%) Data Science
5 17 (53.13%) Machine Learning
5 17 (53.13%) Mentoring
6 16 (50.00%) Data Integration
6 16 (50.00%) Roadmaps
7 15 (46.88%) Analytics
7 15 (46.88%) Data Strategy
8 13 (40.63%) Architectural Design
8 13 (40.63%) Artificial Intelligence Engineering
8 13 (40.63%) Continuous Improvement
8 13 (40.63%) Customer Insight
8 13 (40.63%) Generative AI
8 13 (40.63%) Strategic Roadmap
9 8 (25.00%) Business Intelligence
Programming Languages
1 14 (43.75%) SQL
2 7 (21.88%) Python
3 2 (6.25%) R
4 1 (3.13%) Data Analysis Expressions
Qualifications
1 7 (21.88%) Degree
2 4 (12.50%) Computer Science Degree
3 3 (9.38%) Master's Degree
3 3 (9.38%) PMI Certification
3 3 (9.38%) PMP
3 3 (9.38%) SAP Certification
4 2 (6.25%) CISSP
4 2 (6.25%) MCSE
4 2 (6.25%) Microsoft Certification
4 2 (6.25%) OCP
4 2 (6.25%) Oracle Certification
Quality Assurance & Compliance
1 20 (62.50%) Data Quality
2 4 (12.50%) Accessibility
3 2 (6.25%) GDPR
4 1 (3.13%) QA
Systems Management
1 1 (3.13%) Single Sign-On
Vendors
1 4 (12.50%) Microsoft
2 3 (9.38%) SAP
3 2 (6.25%) Databricks
3 2 (6.25%) Oracle
4 1 (3.13%) Foundry
4 1 (3.13%) Informatica
4 1 (3.13%) Palantir
4 1 (3.13%) Talend