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 vacancies from the 6 months leading up to 17 September 2025, with comparisons to the same periods in the previous two years.

6 months to
17 Sep 2025
Same period 2024 Same period 2023
Rank 35 37 63
Rank change year-on-year +2 +26 +23
Contract jobs citing ETL 5 6 5
As % of all contract jobs advertised in Milton Keynes 2.07% 2.05% 0.76%
As % of the Processes & Methodologies category 2.27% 2.37% 0.82%
Number of daily rates quoted 4 5 5
10th Percentile £276 - £204
25th Percentile £356 £363 £406
Median daily rate (50th Percentile) £423 £425 £450
Median % change year-on-year -0.59% -5.56% -28.00%
75th Percentile £473 £438 £575
90th Percentile £519 £460 £605
Buckinghamshire median daily rate £423 £425 £500
% change year-on-year -0.59% -15.00% -14.16%

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 220 253 613
As % of all contract IT jobs advertised in Milton Keynes 91.29% 86.64% 93.45%
Number of daily rates quoted 154 186 484
10th Percentile £216 £234 £320
25th Percentile £350 £376 £412
Median daily rate (50th Percentile) £425 £463 £500
Median % change year-on-year -8.11% -7.50% +1.01%
75th Percentile £538 £539 £600
90th Percentile £632 £632 £700
Buckinghamshire median daily rate £435 £454 £513
% change year-on-year -4.13% -11.46% +2.50%
Number of hourly rates quoted 8 7 7
10th Percentile £14.08 £17.31 £13.16
25th Percentile £14.98 £19.98 £13.17
Median hourly rate £16.50 £30.00 £13.57
Median % change year-on-year -45.02% +121.08% +10.24%
75th Percentile £18.00 £36.37 £20.25
90th Percentile £28.73 £37.25 £21.75
Buckinghamshire median hourly rate £15.91 £30.00 £16.40
% change year-on-year -46.97% +82.93% +21.48%

ETL
Job Vacancy Trend in Milton Keynes

Job postings citing ETL as a proportion of all IT jobs advertised in Milton Keynes.

Job vacancy trend for ETL 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 17 September 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 and Capabilities in Milton Keynes 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 (20.00%) Apache Spark
Cloud Services
1 1 (20.00%) AWS
1 1 (20.00%) Azure
Database & Business Intelligence
1 2 (40.00%) Data Warehouse
1 2 (40.00%) IBM InfoSphere
1 2 (40.00%) OLAP
2 1 (20.00%) Big Data
2 1 (20.00%) Hadoop
2 1 (20.00%) MySQL
2 1 (20.00%) Oracle OLAP
2 1 (20.00%) PostgreSQL
2 1 (20.00%) SQL Server
2 1 (20.00%) Star Schema
General
1 3 (60.00%) Finance
2 1 (20.00%) Banking
2 1 (20.00%) General Ledger
Job Titles
1 2 (40.00%) Data Migration Tester
1 2 (40.00%) Data Modeller
1 2 (40.00%) Finance Modeller
1 2 (40.00%) Tester
2 1 (20.00%) Analyst
2 1 (20.00%) Architect
2 1 (20.00%) Data Analyst
2 1 (20.00%) Data Architect
2 1 (20.00%) Data Migration Analyst
2 1 (20.00%) Migration Analyst
2 1 (20.00%) Test Analyst
Processes & Methodologies
1 3 (60.00%) Migration
2 2 (40.00%) Data Migration
2 2 (40.00%) Data Modelling
2 2 (40.00%) Data Reconciliation
2 2 (40.00%) End-to-End Testing
2 2 (40.00%) Validation
3 1 (20.00%) Data Management
3 1 (20.00%) Defect Management
3 1 (20.00%) Knowledge Management
3 1 (20.00%) Knowledge Transfer
3 1 (20.00%) Regression Testing
3 1 (20.00%) Scenario Testing
3 1 (20.00%) Test Assurance
3 1 (20.00%) Test Automation
3 1 (20.00%) Test Strategy
3 1 (20.00%) User Acceptance Testing
Programming Languages
1 2 (40.00%) SQL
Quality Assurance & Compliance
1 2 (40.00%) Data Quality
2 1 (20.00%) QA
Vendors
1 2 (40.00%) IBM
2 1 (20.00%) CheckPoint
2 1 (20.00%) Oracle