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 10 August 2026, with comparisons to the same periods in the previous two years.

6 months to
10 Aug 2026
Same period 2025 Same period 2024
Rank 48 28 30
Rank change year-on-year -20 +2 +28
Contract jobs citing ETL 18 7 10
As % of all contract jobs in Milton Keynes 2.33% 3.08% 3.25%
As % of the Processes & Methodologies category 2.93% 3.32% 3.73%
Number of daily rates quoted 17 5 8
10th Percentile £237 £274 £363
25th Percentile £395 £350 £400
Median daily rate (50th Percentile) £410 £360 £425
Median % change year-on-year +13.89% -15.29% -15.00%
75th Percentile £538 £400 £450
90th Percentile £544 £490 £458
Buckinghamshire median daily rate £410 £360 £425
% change year-on-year +13.89% -15.29% -22.73%

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 615 211 268
As % of all contract IT jobs advertised in Milton Keynes 79.66% 92.95% 87.01%
Number of daily rates quoted 454 146 191
10th Percentile £360 £218 £234
25th Percentile £456 £329 £366
Median daily rate (50th Percentile) £525 £425 £450
Median % change year-on-year +23.53% -5.56% -10.00%
75th Percentile £598 £550 £550
90th Percentile £638 £650 £650
Buckinghamshire median daily rate £525 £435 £450
% change year-on-year +20.69% -3.33% -10.45%
Number of hourly rates quoted 22 10 6
10th Percentile £14.51 £14.39 £18.24
25th Percentile £15.05 £15.12 £23.44
Median hourly rate £16.35 £16.69 £32.00
Median % change year-on-year -2.01% -47.86% +142.98%
75th Percentile £17.50 £18.00 £36.56
90th Percentile £43.75 £23.83 £37.37
Buckinghamshire median hourly rate £16.35 £15.91 £27.50
% change year-on-year +2.77% -42.15% +83.52%

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 10 August 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
2 1 (5.56%) Oracle Workflow
Business Applications
1 1 (5.56%) Oracle Assets
1 1 (5.56%) Oracle ERP
1 1 (5.56%) Oracle Payables
1 1 (5.56%) Oracle Subledger Accounting
Cloud Services
1 9 (50.00%) Azure
2 5 (27.78%) Power Platform
3 4 (22.22%) dbt
4 2 (11.11%) AWS
4 2 (11.11%) Azure Data Factory
4 2 (11.11%) Power Automate
5 1 (5.56%) Amazon S3
5 1 (5.56%) OCI
5 1 (5.56%) OneDrive
5 1 (5.56%) SaaS
Database & Business Intelligence
1 5 (27.78%) Power BI
1 5 (27.78%) SAP Data Services
2 4 (22.22%) BusinessObjects
2 4 (22.22%) Data Lake
3 3 (16.67%) Oracle Reports
3 3 (16.67%) SQL Server
4 2 (11.11%) MySQL
4 2 (11.11%) PostgreSQL
4 2 (11.11%) PowerPivot
5 1 (5.56%) Amazon Athena
5 1 (5.56%) Amazon RDS
5 1 (5.56%) Amazon Redshift
5 1 (5.56%) Azure SQL Database
5 1 (5.56%) Data Mining
5 1 (5.56%) Oracle ODI
5 1 (5.56%) SQL Server Integration Services
5 1 (5.56%) Tableau
General
1 7 (38.89%) Social Skills
2 6 (33.33%) Analytical Skills
3 2 (11.11%) Finance
4 1 (5.56%) Banking
Job Titles
1 8 (44.44%) Data Engineer
2 5 (27.78%) Senior
3 4 (22.22%) Developer
3 4 (22.22%) Senior Data Engineer
4 3 (16.67%) Business Intelligence Developer
5 2 (11.11%) Analyst
5 2 (11.11%) Data Analyst
5 2 (11.11%) DBA
5 2 (11.11%) SAP BI Developer
5 2 (11.11%) SAP Developer
5 2 (11.11%) SAP Engineer
5 2 (11.11%) SQL DBA
6 1 (5.56%) AWS Engineer
6 1 (5.56%) Banking Analyst
6 1 (5.56%) Cloud Specialist
6 1 (5.56%) Oracle Specialist
6 1 (5.56%) Power BI Developer
6 1 (5.56%) SAS Analyst
6 1 (5.56%) Senior DBA
6 1 (5.56%) Transformation Analyst
Libraries, Frameworks & Software Standards
1 4 (22.22%) PySpark
2 1 (5.56%) Oracle Fusion
Miscellaneous
1 4 (22.22%) Greenfield Project
2 2 (11.11%) Clustering
2 2 (11.11%) Replication
3 1 (5.56%) Data Structures
Operating Systems
1 1 (5.56%) Unix
Processes & Methodologies
1 8 (44.44%) Business Intelligence
1 8 (44.44%) Data Modelling
2 7 (38.89%) Problem-Solving
3 6 (33.33%) Data Engineering
4 5 (27.78%) Analytics
5 4 (22.22%) Data Pipeline
5 4 (22.22%) E-Commerce
5 4 (22.22%) Migration
6 3 (16.67%) Agile
6 3 (16.67%) Data Integration
6 3 (16.67%) Data Transformation
6 3 (16.67%) Dimensional Modelling
7 2 (11.11%) Capacity Planning
7 2 (11.11%) Collaborative Working
7 2 (11.11%) Data Governance
7 2 (11.11%) Database Security
7 2 (11.11%) High Availability
7 2 (11.11%) Infrastructure Engineering
7 2 (11.11%) Planning and Forecasting
7 2 (11.11%) RBAC
Programming Languages
1 14 (77.78%) SQL
2 7 (38.89%) Python
3 2 (11.11%) Bash
3 2 (11.11%) PL/SQL
3 2 (11.11%) PowerShell
3 2 (11.11%) T-SQL
4 1 (5.56%) Shell Script
Qualifications
1 5 (27.78%) Security Cleared
2 2 (11.11%) SC Cleared
3 1 (5.56%) DV Cleared
Quality Assurance & Compliance
1 6 (33.33%) Data Quality
2 1 (5.56%) SLA
Vendors
1 7 (38.89%) Databricks
2 5 (27.78%) Oracle
2 5 (27.78%) SAP
3 4 (22.22%) Microsoft
4 3 (16.67%) Informatica