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 11 July 2026, with comparisons to the same periods in the previous two years.

6 months to
11 Jul 2026
Same period 2025 Same period 2024
Rank 51 32 36
Rank change year-on-year -19 +4 +25
Contract jobs citing ETL 20 5 11
As % of all contract jobs in Milton Keynes 2.65% 2.38% 3.16%
As % of the Processes & Methodologies category 3.34% 2.54% 3.74%
Number of daily rates quoted 19 3 6
10th Percentile £241 £352 £388
25th Percentile £394 £355 £413
Median daily rate (50th Percentile) £425 £360 £425
Median % change year-on-year +18.06% -15.29% -10.53%
75th Percentile £538 £455 £447
90th Percentile £547 £512 £450
Buckinghamshire median daily rate £425 £455 £425
% change year-on-year -6.59% +7.06% -17.07%

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 599 197 294
As % of all contract IT jobs advertised in Milton Keynes 79.34% 93.81% 84.48%
Number of daily rates quoted 439 134 212
10th Percentile £357 £213 £256
25th Percentile £456 £343 £400
Median daily rate (50th Percentile) £525 £425 £475
Median % change year-on-year +23.53% -10.53% -2.56%
75th Percentile £600 £550 £575
90th Percentile £638 £650 £673
Buckinghamshire median daily rate £525 £450 £465
% change year-on-year +16.67% -3.23% -7.00%
Number of hourly rates quoted 24 10 16
10th Percentile £15.05 £14.39 £15.85
25th Percentile £16.03 £15.12 £17.19
Median hourly rate £16.35 £16.69 £20.25
Median % change year-on-year -2.01% -17.60% +51.46%
75th Percentile £17.71 £18.00 £39.75
90th Percentile £23.16 £23.83 £48.75
Buckinghamshire median hourly rate £16.35 £15.25 £25.00
% change year-on-year +7.21% -39.00% +52.44%

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 11 July 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 (10.00%) Oracle Workflow
1 2 (10.00%) SAS
2 1 (5.00%) SharePoint
Business Applications
1 2 (10.00%) Oracle Assets
1 2 (10.00%) Oracle ERP
1 2 (10.00%) Oracle Payables
1 2 (10.00%) Oracle Subledger Accounting
Cloud Services
1 10 (50.00%) Azure
2 6 (30.00%) dbt
3 4 (20.00%) Power Platform
4 2 (10.00%) AWS
5 1 (5.00%) Amazon S3
5 1 (5.00%) Azure Data Factory
5 1 (5.00%) OCI
5 1 (5.00%) Power Automate
Database & Business Intelligence
1 4 (20.00%) BusinessObjects
1 4 (20.00%) Power BI
1 4 (20.00%) SAP Data Services
2 2 (10.00%) Data Lake
2 2 (10.00%) MySQL
2 2 (10.00%) Oracle Reports
2 2 (10.00%) PostgreSQL
2 2 (10.00%) SQL Server
2 2 (10.00%) SQL Server Integration Services
2 2 (10.00%) Star Schema
3 1 (5.00%) Amazon Athena
3 1 (5.00%) Amazon RDS
3 1 (5.00%) Amazon Redshift
3 1 (5.00%) Azure SQL Database
3 1 (5.00%) Data Warehouse
3 1 (5.00%) Oracle ODI
3 1 (5.00%) PowerPivot
3 1 (5.00%) Tableau
General
1 9 (45.00%) Social Skills
2 6 (30.00%) Analytical Skills
3 4 (20.00%) Finance
4 1 (5.00%) Banking
Job Titles
1 11 (55.00%) Data Engineer
2 7 (35.00%) Senior
3 6 (30.00%) Senior Data Engineer
4 5 (25.00%) Developer
5 4 (20.00%) Business Intelligence Developer
6 2 (10.00%) DBA
6 2 (10.00%) Oracle Specialist
6 2 (10.00%) SAP BI Developer
6 2 (10.00%) SAP Developer
6 2 (10.00%) SAP Engineer
6 2 (10.00%) SQL DBA
7 1 (5.00%) AWS Engineer
7 1 (5.00%) Azure Data Engineer
7 1 (5.00%) Azure Developer
7 1 (5.00%) Azure Engineer
7 1 (5.00%) Cloud Specialist
7 1 (5.00%) Lead
7 1 (5.00%) SAS Engineer
7 1 (5.00%) Test Leader
7 1 (5.00%) Transformation Analyst
Libraries, Frameworks & Software Standards
1 6 (30.00%) PySpark
2 2 (10.00%) Oracle Fusion
Miscellaneous
1 5 (25.00%) Greenfield Project
2 2 (10.00%) Clustering
2 2 (10.00%) Replication
3 1 (5.00%) Cloud Native
3 1 (5.00%) Data Structures
Operating Systems
1 1 (5.00%) Unix
Processes & Methodologies
1 9 (45.00%) Problem-Solving
2 8 (40.00%) Data Engineering
3 7 (35.00%) Data Modelling
3 7 (35.00%) Data Pipeline
4 6 (30.00%) Analytics
4 6 (30.00%) Business Intelligence
5 5 (25.00%) E-Commerce
5 5 (25.00%) Migration
6 3 (15.00%) Agile
6 3 (15.00%) Data Integration
6 3 (15.00%) Data Transformation
6 3 (15.00%) Performance Tuning
6 3 (15.00%) RBAC
7 2 (10.00%) Capacity Planning
7 2 (10.00%) Collaborative Working
7 2 (10.00%) Customer Engagement
7 2 (10.00%) Database Security
7 2 (10.00%) High Availability
7 2 (10.00%) Infrastructure Engineering
7 2 (10.00%) Planning and Forecasting
Programming Languages
1 15 (75.00%) SQL
2 9 (45.00%) Python
3 2 (10.00%) Bash
3 2 (10.00%) PL/SQL
3 2 (10.00%) PowerShell
3 2 (10.00%) T-SQL
4 1 (5.00%) Shell Script
Qualifications
1 6 (30.00%) Security Cleared
2 3 (15.00%) SC Cleared
3 2 (10.00%) DV Cleared
Quality Assurance & Compliance
1 7 (35.00%) Data Quality
2 2 (10.00%) SLA
3 1 (5.00%) QA
Vendors
1 9 (45.00%) Databricks
2 5 (25.00%) Oracle
3 4 (20.00%) Microsoft
3 4 (20.00%) SAP
4 2 (10.00%) Cognos
4 2 (10.00%) Informatica
5 1 (5.00%) CheckPoint