ETL Job Trends in Buckinghamshire

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

The table below provides summary statistics and salary benchmarking for jobs advertised in Buckinghamshire requiring ETL skills. It covers permanent job vacancies from the 6 months leading up to 13 January 2026, with comparisons to the same periods in the previous two years.

6 months to
13 Jan 2026
Same period 2025 Same period 2024
Rank 62 94 77
Rank change year-on-year +32 -17 -2
Permanent jobs citing ETL 30 4 17
As % of all permanent jobs in Buckinghamshire 2.25% 0.41% 1.50%
As % of the Processes & Methodologies category 2.73% 0.44% 1.65%
Number of salaries quoted 27 3 15
10th Percentile £45,250 £47,250 £42,250
25th Percentile £51,250 £52,500 £48,125
Median annual salary (50th Percentile) £62,500 £62,500 £55,000
Median % change year-on-year - +13.64% -
75th Percentile £67,000 £66,250 £60,000
90th Percentile £71,250 £67,750 £87,750
South East median annual salary £62,500 £57,500 £55,000
% change year-on-year +8.70% +4.55% -8.33%

All Process & Methodology Skills
Buckinghamshire

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 Buckinghamshire.

Permanent vacancies with a requirement for process or methodology skills 1,100 913 1,033
As % of all permanent jobs advertised in Buckinghamshire 82.52% 94.51% 91.25%
Number of salaries quoted 653 396 599
10th Percentile £30,250 £31,250 £31,200
25th Percentile £36,250 £41,000 £38,750
Median annual salary (50th Percentile) £50,000 £57,500 £52,500
Median % change year-on-year -13.04% +9.52% -4.55%
75th Percentile £65,000 £73,833 £65,000
90th Percentile £78,750 £90,000 £77,500
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 Buckinghamshire

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

ETL job vacancy trend in Buckinghamshire

ETL
Salary Trend in Buckinghamshire

Salary distribution trend for jobs in Buckinghamshire citing ETL.

Salary distribution trend for jobs in Buckinghamshire citing ETL

ETL
Salary Histogram in Buckinghamshire

Salary distribution for jobs citing ETL in Buckinghamshire over the 6 months to 13 January 2026.

Salary histogram for ETL in Buckinghamshire

ETL
Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the Buckinghamshire region over the 6 months to 13 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
Milton Keynes +18 28 £62,500 - 5
Amersham - 1 £47,500 -
Aylesbury - 1 £67,500 -
ETL
South East

ETL
Co-Occurring Skills & Capabilities in Buckinghamshire 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:

Application Platforms
1 1 (3.33%) Apache Airflow
1 1 (3.33%) Apache Spark
1 1 (3.33%) SAS
Applications
1 12 (40.00%) Microsoft Excel
2 6 (20.00%) Spreadsheet
Business Applications
1 6 (20.00%) SAP CO
2 1 (3.33%) Dynamics CRM
Cloud Services
1 24 (80.00%) Power Platform
2 6 (20.00%) Azure
3 5 (16.67%) GCP
4 3 (10.00%) AWS
4 3 (10.00%) Azure Data Factory
5 1 (3.33%) Amazon SageMaker
5 1 (3.33%) Azure DevOps
5 1 (3.33%) Azure Machine Learning
5 1 (3.33%) Azure Synapse Analytics
5 1 (3.33%) dbt
5 1 (3.33%) Dynamics 365
5 1 (3.33%) Fivetran
5 1 (3.33%) GitHub
5 1 (3.33%) GitHub Actions
5 1 (3.33%) Google Data Studio
5 1 (3.33%) SaaS
5 1 (3.33%) Snowflake
Database & Business Intelligence
1 24 (80.00%) Power BI
2 10 (33.33%) Data Warehouse
3 7 (23.33%) Metadata
3 7 (23.33%) Tableau
4 5 (16.67%) Qlik Sense
5 4 (13.33%) BigQuery
5 4 (13.33%) SQL Server
6 3 (10.00%) PostgreSQL
6 3 (10.00%) SQL Server Reporting Services
7 2 (6.67%) Azure SQL Database
7 2 (6.67%) MySQL
7 2 (6.67%) Relational Database
8 1 (3.33%) Amazon Redshift
8 1 (3.33%) Data Lake
8 1 (3.33%) Hadoop
8 1 (3.33%) Looker
8 1 (3.33%) SQL Server Integration Services
Development Applications
1 3 (10.00%) Git
General
1 21 (70.00%) Analytical Skills
1 21 (70.00%) Social Skills
2 15 (50.00%) Finance
3 7 (23.33%) Manufacturing
4 6 (20.00%) Influencing Skills
5 2 (6.67%) Marketing
5 2 (6.67%) Retail
5 2 (6.67%) Telecoms
6 1 (3.33%) Banking
Job Titles
1 15 (50.00%) Analyst
2 9 (30.00%) Developer
3 8 (26.67%) Business Intelligence Developer
3 8 (26.67%) Data Analyst
4 7 (23.33%) Business Developer
4 7 (23.33%) Business Intelligence Analyst
4 7 (23.33%) Power BI Developer
5 6 (20.00%) Financial Analyst
6 5 (16.67%) Business Intelligence Specialist
6 5 (16.67%) Power BI Specialist
6 5 (16.67%) Senior
6 5 (16.67%) Senior Analyst
7 4 (13.33%) Business Intelligence Manager
7 4 (13.33%) Business Manager
7 4 (13.33%) Data Manager
7 4 (13.33%) Senior Business Intelligence Analyst
7 4 (13.33%) Senior Business Manager
7 4 (13.33%) Senior Manager
8 2 (6.67%) Data Architect
8 2 (6.67%) SQL Developer
Libraries, Frameworks & Software Standards
1 6 (20.00%) SAP CO-PA
2 1 (3.33%) FastAPI
2 1 (3.33%) Hugging Face
2 1 (3.33%) NumPy
2 1 (3.33%) Pandas
2 1 (3.33%) scikit-learn
Miscellaneous
1 1 (3.33%) Data Structures
1 1 (3.33%) Distributed Systems
1 1 (3.33%) IBM Mainframe
1 1 (3.33%) Legacy Systems
1 1 (3.33%) Mainframe
1 1 (3.33%) Sports Betting
1 1 (3.33%) Team-Oriented Environment
Operating Systems
1 2 (6.67%) Unix
Processes & Methodologies
1 24 (80.00%) Business Intelligence
2 21 (70.00%) Decision-Making
3 17 (56.67%) Analytics
4 13 (43.33%) Budgeting
4 13 (43.33%) Budgeting and Forecasting
5 10 (33.33%) Data Integration
5 10 (33.33%) Data Modelling
5 10 (33.33%) Problem-Solving
6 9 (30.00%) Data Governance
6 9 (30.00%) Visualisation
7 8 (26.67%) Computer Science
7 8 (26.67%) Data Visualisation
8 7 (23.33%) Agile
8 7 (23.33%) Business Strategy
8 7 (23.33%) Data Analytics
9 6 (20.00%) Cost Optimisation
9 6 (20.00%) Data-Driven Decision Making
9 6 (20.00%) Master Data Management
9 6 (20.00%) Roadmaps
9 6 (20.00%) Strategic Roadmap
Programming Languages
1 27 (90.00%) SQL
2 19 (63.33%) Python
3 8 (26.67%) Data Analysis Expressions
4 6 (20.00%) VBA
5 2 (6.67%) PowerShell
5 2 (6.67%) T-SQL
6 1 (3.33%) C++
Qualifications
1 9 (30.00%) Degree
2 6 (20.00%) ACCA
2 6 (20.00%) CIMA
3 2 (6.67%) Security Cleared
4 1 (3.33%) Computer Science Degree
4 1 (3.33%) Master's Degree
Quality Assurance & Compliance
1 7 (23.33%) Data Quality
2 2 (6.67%) GDPR
System Software
1 1 (3.33%) Docker
Systems Management
1 1 (3.33%) Kubernetes
Vendors
1 13 (43.33%) SAP
2 4 (13.33%) Google
3 1 (3.33%) Alteryx
3 1 (3.33%) HubSpot
3 1 (3.33%) IBM
3 1 (3.33%) Microsoft
3 1 (3.33%) OpenAI
3 1 (3.33%) Salesforce
3 1 (3.33%) Talend
3 1 (3.33%) Zoho