ETL Contract Job Trends in Milton Keynes

Extract, Transform and Load (ETL)
Buckinghamshire > Milton Keynes

The table below provides summary statistics and contractor rates for jobs advertised in Milton Keynes requiring ETL skills. It covers contract job vacancies from the 6 months leading up to 13 December 2025, with comparisons to the same periods in the previous two years.

6 months to
13 Dec 2025
Same period 2024 Same period 2023
Rank 29 47 54
Rank change year-on-year +18 +7 +24
Contract jobs citing ETL 12 4 3
As % of all contract jobs in Milton Keynes 3.69% 1.41% 0.57%
As % of the Processes & Methodologies category 4.33% 1.63% 0.61%
Number of daily rates quoted 12 2 3
10th Percentile £231 £369 £145
25th Percentile £308 £378 £259
Median daily rate (50th Percentile) £368 £413 £450
Median % change year-on-year -10.91% -8.33% -28.00%
75th Percentile £439 £453 £538
90th Percentile £447 £466 £590
Buckinghamshire median daily rate £368 £500 £450
% change year-on-year -26.50% +11.11% -28.00%

All Process and Methodology Skills
Milton Keynes

ETL falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in Milton Keynes.

Contract vacancies with a requirement for process or methodology skills 277 246 492
As % of all contract IT jobs advertised in Milton Keynes 85.23% 86.62% 93.18%
Number of daily rates quoted 201 175 379
10th Percentile £223 £248 £279
25th Percentile £356 £400 £403
Median daily rate (50th Percentile) £450 £495 £525
Median % change year-on-year -9.09% -5.71% +7.14%
75th Percentile £538 £588 £613
90th Percentile £625 £668 £700
Buckinghamshire median daily rate £450 £500 £525
% change year-on-year -10.00% -4.76% +5.00%
Number of hourly rates quoted 16 6 13
10th Percentile £14.90 £13.61 £13.16
25th Percentile £18.00 £16.09 £16.00
Median hourly rate £29.61 £26.35 £20.50
Median % change year-on-year +12.37% +28.54% +20.59%
75th Percentile £31.21 £36.56 £24.00
90th Percentile £36.00 £37.37 £28.80
Buckinghamshire median hourly rate £25.15 £35.08 £21.25
% change year-on-year -28.31% +65.09% +34.92%

ETL
Job Vacancy Trend in Milton Keynes

Historical trend showing the proportion of contract IT job postings citing ETL relative to all contract IT jobs advertised in Milton Keynes.

ETL job vacancy trend in Milton Keynes

ETL
Daily Rate Trend in Milton Keynes

Contractor daily rate distribution trend for jobs in Milton Keynes citing ETL.

Contractor daily rate distribution trend for jobs in Milton Keynes citing ETL

ETL
Daily Rate Histogram in Milton Keynes

Daily rate distribution for jobs citing ETL in Milton Keynes over the 6 months to 13 December 2025.

Daily rate histogram for ETL in Milton Keynes

ETL
Hourly Rate Trend in Milton Keynes

Contractor hourly rate distribution trend for jobs in Milton Keynes citing ETL.

Contractor hourly rate distribution trend for jobs in Milton Keynes citing ETL

ETL
Co-Occurring Skills & Capabilities in Milton Keynes 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 3 (25.00%) WebLogic
Cloud Services
1 3 (25.00%) OCI
1 3 (25.00%) SaaS
2 1 (8.33%) AWS
2 1 (8.33%) Azure
2 1 (8.33%) GCP
Database & Business Intelligence
1 7 (58.33%) Data Warehouse
2 3 (25.00%) Data Lake
2 3 (25.00%) Oracle Database
2 3 (25.00%) Oracle Database 11g
2 3 (25.00%) Oracle Database 12c
2 3 (25.00%) Oracle ODI
2 3 (25.00%) Relational Database
General
1 8 (66.67%) Social Skills
2 7 (58.33%) Analytical Skills
3 3 (25.00%) Finance
4 2 (16.67%) Banking
4 2 (16.67%) Documentation Skills
5 1 (8.33%) General Ledger
5 1 (8.33%) Public Sector
Job Titles
1 4 (33.33%) Developer
1 4 (33.33%) Informatica Developer
2 3 (25.00%) Oracle Specialist
3 2 (16.67%) Architect
3 2 (16.67%) Data Migration Tester
3 2 (16.67%) Tester
4 1 (8.33%) Analyst
4 1 (8.33%) Cloud Developer
4 1 (8.33%) Data Analyst
4 1 (8.33%) Data Architect
4 1 (8.33%) Data Migration Analyst
4 1 (8.33%) Lead
4 1 (8.33%) Migration Analyst
4 1 (8.33%) Senior
4 1 (8.33%) Senior Developer
4 1 (8.33%) Senior Informatica Developer
4 1 (8.33%) Solutions Architect
4 1 (8.33%) Test Analyst
4 1 (8.33%) Test Leader
Libraries, Frameworks & Software Standards
1 4 (33.33%) REST
1 4 (33.33%) SOAP
2 3 (25.00%) Oracle GoldenGate
3 1 (8.33%) Middleware
Miscellaneous
1 2 (16.67%) Analytical Mindset
2 1 (8.33%) Mobile App
2 1 (8.33%) Product Ownership
Processes & Methodologies
1 7 (58.33%) Data Integration
1 7 (58.33%) Migration
2 5 (41.67%) Problem-Solving
3 4 (33.33%) Computer Science
3 4 (33.33%) ETL Development
4 3 (25.00%) Agile
4 3 (25.00%) Analytics
4 3 (25.00%) Data Modelling
4 3 (25.00%) Data Reconciliation
4 3 (25.00%) ERP
4 3 (25.00%) High Availability
4 3 (25.00%) Performance Tuning
4 3 (25.00%) Validation
4 3 (25.00%) Waterfall
5 2 (16.67%) Continuous Improvement
5 2 (16.67%) Defect Management
5 2 (16.67%) Regression Testing
5 2 (16.67%) Root Cause Analysis
5 2 (16.67%) Test Automation
5 2 (16.67%) Test Strategy
Programming Languages
1 7 (58.33%) SQL
2 4 (33.33%) Python
2 4 (33.33%) Shell Script
3 3 (25.00%) PL/SQL
Qualifications
1 4 (33.33%) Computer Science Degree
1 4 (33.33%) Degree
2 1 (8.33%) Security Cleared
Quality Assurance & Compliance
1 7 (58.33%) Data Quality
2 2 (16.67%) QA
3 1 (8.33%) GDPR
3 1 (8.33%) PCI DSS
System Software
1 1 (8.33%) Docker
Systems Management
1 1 (8.33%) Kubernetes
Vendors
1 4 (33.33%) Informatica
2 3 (25.00%) Oracle
3 2 (16.67%) CheckPoint
3 2 (16.67%) Microsoft