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 9 September 2026, with comparisons to the same periods in the previous two years.

6 months to
9 Sep 2026
Same period 2025 Same period 2024
Rank 54 33 37
Rank change year-on-year -21 +4 +23
Contract jobs citing ETL 18 5 6
As % of all contract jobs in Milton Keynes 2.52% 2.09% 2.07%
As % of the Processes & Methodologies category 3.21% 2.26% 2.39%
Number of daily rates quoted 16 4 5
10th Percentile £235 £276 -
25th Percentile £391 £356 £363
Median daily rate (50th Percentile) £425 £423 £425
Median % change year-on-year +0.59% -0.59% -5.56%
75th Percentile £509 £473 £438
90th Percentile £541 £519 £460
Buckinghamshire median daily rate £425 £423 £425
% change year-on-year +0.59% -0.59% -15.00%

All Process & 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 561 221 251
As % of all contract IT jobs advertised in Milton Keynes 78.68% 92.47% 86.55%
Number of daily rates quoted 408 154 186
10th Percentile £362 £216 £236
25th Percentile £458 £350 £383
Median daily rate (50th Percentile) £525 £428 £468
Median % change year-on-year +22.81% -8.68% -6.38%
75th Percentile £598 £538 £550
90th Percentile £638 £635 £650
Buckinghamshire median daily rate £525 £441 £454
% change year-on-year +18.98% -2.75% -11.46%
Number of hourly rates quoted 19 9 6
10th Percentile £13.89 £14.23 £18.24
25th Percentile £15.05 £15.12 £23.44
Median hourly rate £16.35 £15.50 £32.00
Median % change year-on-year +5.48% -51.56% +135.81%
75th Percentile £43.75 £18.00 £36.56
90th Percentile £49.05 £25.15 £37.37
Buckinghamshire median hourly rate £15.00 £15.91 £32.00
% change year-on-year -5.72% -50.28% +95.12%

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 9 September 2026.

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 2 (11.11%) SAS
1 2 (11.11%) SharePoint
Business Applications
1 1 (5.56%) Oracle ERP
Cloud Services
1 10 (55.56%) Azure
2 6 (33.33%) Power Platform
3 4 (22.22%) Azure Data Factory
3 4 (22.22%) dbt
4 2 (11.11%) AWS
4 2 (11.11%) Power Automate
5 1 (5.56%) Amazon S3
5 1 (5.56%) OneDrive
5 1 (5.56%) SaaS
Database & Business Intelligence
1 6 (33.33%) Data Lake
1 6 (33.33%) Power BI
2 5 (27.78%) SAP Data Services
3 4 (22.22%) BusinessObjects
4 3 (16.67%) Oracle Reports
5 2 (11.11%) Oracle ODI
5 2 (11.11%) PowerPivot
6 1 (5.56%) Amazon Athena
6 1 (5.56%) Amazon Redshift
6 1 (5.56%) Data Mining
6 1 (5.56%) Data Warehouse
6 1 (5.56%) SQL Server
6 1 (5.56%) SQL Server Integration Services
6 1 (5.56%) Tableau
General
1 8 (44.44%) Social Skills
2 6 (33.33%) Analytical Skills
3 3 (16.67%) Finance
4 2 (11.11%) Banking
5 1 (5.56%) Military
5 1 (5.56%) Public Sector
Job Titles
1 8 (44.44%) Data Engineer
2 5 (27.78%) Developer
3 4 (22.22%) Senior
3 4 (22.22%) Senior Data Engineer
4 3 (16.67%) Analyst
4 3 (16.67%) Business Intelligence Developer
4 3 (16.67%) Data Analyst
5 2 (11.11%) SAP BI Developer
5 2 (11.11%) SAP Developer
5 2 (11.11%) SAP Engineer
6 1 (5.56%) AWS Engineer
6 1 (5.56%) Banking Analyst
6 1 (5.56%) Designer
6 1 (5.56%) Power BI Developer
6 1 (5.56%) SAS Analyst
6 1 (5.56%) SAS Data Analyst
6 1 (5.56%) SAS Engineer
6 1 (5.56%) Transformation Analyst
Libraries, Frameworks & Software Standards
1 4 (22.22%) PySpark
Miscellaneous
1 4 (22.22%) Greenfield Project
2 1 (5.56%) Data Structures
2 1 (5.56%) IoT
Operating Systems
1 2 (11.11%) Unix
2 1 (5.56%) Linux
Processes & Methodologies
1 9 (50.00%) Business Intelligence
1 9 (50.00%) Data Modelling
2 7 (38.89%) Analytics
2 7 (38.89%) Data Engineering
3 6 (33.33%) Problem-Solving
4 5 (27.78%) Data Integration
4 5 (27.78%) Lakehouse
5 4 (22.22%) Data Pipeline
5 4 (22.22%) Data Transformation
5 4 (22.22%) Dimensional Modelling
5 4 (22.22%) E-Commerce
6 3 (16.67%) Data Governance
6 3 (16.67%) Migration
7 2 (11.11%) Agile
7 2 (11.11%) AI
7 2 (11.11%) Data Analytics
7 2 (11.11%) Decision-Making
7 2 (11.11%) Machine Learning
7 2 (11.11%) Mentoring
7 2 (11.11%) Stakeholder Management
Programming Languages
1 14 (77.78%) SQL
2 5 (27.78%) Python
3 3 (16.67%) PL/SQL
4 2 (11.11%) Shell Script
Qualifications
1 4 (22.22%) Security Cleared
Quality Assurance & Compliance
1 8 (44.44%) Data Quality
2 1 (5.56%) California Consumer Privacy Act
2 1 (5.56%) GDPR
Vendors
1 8 (44.44%) Databricks
2 5 (27.78%) Oracle
2 5 (27.78%) SAP
3 3 (16.67%) Informatica
3 3 (16.67%) Microsoft