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 12 May 2026, with comparisons to the same periods in the previous two years.

6 months to
12 May 2026
Same period 2025 Same period 2024
Rank 42 25 38
Rank change year-on-year -17 +13 +26
Contract jobs citing ETL 24 5 9
As % of all contract jobs in Milton Keynes 3.30% 3.01% 2.28%
As % of the Processes & Methodologies category 4.24% 3.23% 2.68%
Number of daily rates quoted 22 3 4
10th Percentile £306 £352 -
25th Percentile £340 £355 £413
Median daily rate (50th Percentile) £425 £360 £438
Median % change year-on-year +18.06% -17.71% -2.78%
75th Percentile £533 £455 £450
90th Percentile £560 £512 -
Buckinghamshire median daily rate £425 £455 £438
% change year-on-year -6.59% +4.00% -7.89%

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 566 155 336
As % of all contract IT jobs advertised in Milton Keynes 77.85% 93.37% 85.06%
Number of daily rates quoted 402 119 241
10th Percentile £313 £284 £275
25th Percentile £419 £388 £400
Median daily rate (50th Percentile) £525 £475 £475
Median % change year-on-year +10.53% - -
75th Percentile £593 £588 £588
90th Percentile £638 £650 £700
Buckinghamshire median daily rate £525 £500 £475
% change year-on-year +5.00% +5.26% -0.52%
Number of hourly rates quoted 23 4 20
10th Percentile £15.05 £13.68 £15.85
25th Percentile £15.80 £14.69 £17.64
Median hourly rate £16.35 £17.25 £23.22
Median % change year-on-year -5.22% -25.69% +68.84%
75th Percentile £18.32 £28.81 £30.00
90th Percentile £36.00 £43.78 £48.75
Buckinghamshire median hourly rate £16.35 £14.20 £25.00
% change year-on-year +15.14% -43.20% +81.82%

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 12 May 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 5 (20.83%) SharePoint
2 4 (16.67%) Confluence
2 4 (16.67%) Oracle Workflow
3 1 (4.17%) SAS
Business Applications
1 4 (16.67%) Oracle Assets
1 4 (16.67%) Oracle ERP
1 4 (16.67%) Oracle Payables
1 4 (16.67%) Oracle Subledger Accounting
Cloud Services
1 10 (41.67%) Azure
2 5 (20.83%) Power Platform
3 4 (16.67%) dbt
4 2 (8.33%) AWS
5 1 (4.17%) Amazon S3
5 1 (4.17%) Azure Data Factory
5 1 (4.17%) OCI
5 1 (4.17%) Power Automate
Database & Business Intelligence
1 6 (25.00%) Star Schema
2 5 (20.83%) Data Warehouse
2 5 (20.83%) Power BI
3 4 (16.67%) Big Data
3 4 (16.67%) Data Lake
4 3 (12.50%) SQL Server Integration Services
5 2 (8.33%) MySQL
5 2 (8.33%) PostgreSQL
5 2 (8.33%) SQL Server
6 1 (4.17%) Amazon Athena
6 1 (4.17%) Amazon RDS
6 1 (4.17%) Amazon Redshift
6 1 (4.17%) Azure SQL Database
6 1 (4.17%) Oracle ODI
6 1 (4.17%) PowerPivot
Development Applications
1 4 (16.67%) JIRA
General
1 14 (58.33%) Social Skills
2 10 (41.67%) Finance
3 7 (29.17%) Analytical Skills
4 1 (4.17%) Banking
4 1 (4.17%) Public Sector
Job Titles
1 8 (33.33%) Data Engineer
2 5 (20.83%) Analyst
2 5 (20.83%) Data Analyst
2 5 (20.83%) Developer
2 5 (20.83%) Senior
3 4 (16.67%) Business Intelligence Developer
3 4 (16.67%) Oracle Specialist
3 4 (16.67%) Senior Data Engineer
4 3 (12.50%) Lead
4 3 (12.50%) Test Leader
5 2 (8.33%) DBA
5 2 (8.33%) SQL DBA
6 1 (4.17%) Banking Analyst
6 1 (4.17%) Business Analyst
6 1 (4.17%) Cloud Specialist
6 1 (4.17%) SAS Analyst
6 1 (4.17%) SAS Data Analyst
6 1 (4.17%) Senior DBA
6 1 (4.17%) Senior SQL DBA
6 1 (4.17%) Transformation Analyst
Libraries, Frameworks & Software Standards
1 4 (16.67%) Oracle Fusion
1 4 (16.67%) PySpark
Miscellaneous
1 3 (12.50%) Greenfield Project
2 2 (8.33%) Clustering
2 2 (8.33%) Management Information System
2 2 (8.33%) Replication
3 1 (4.17%) Analytical Mindset
3 1 (4.17%) Cloud Native
3 1 (4.17%) Data Structures
Operating Systems
1 1 (4.17%) Unix
Processes & Methodologies
1 11 (45.83%) Problem-Solving
2 9 (37.50%) Analytics
2 9 (37.50%) Business Intelligence
3 7 (29.17%) Data Analysis
3 7 (29.17%) Data Governance
3 7 (29.17%) Data Modelling
4 6 (25.00%) Agile
4 6 (25.00%) Data Engineering
5 5 (20.83%) Data Pipeline
5 5 (20.83%) Migration
5 5 (20.83%) RBAC
6 4 (16.67%) Data Lineage
6 4 (16.67%) Data Transformation
6 4 (16.67%) ERP
6 4 (16.67%) Impact Assessments
6 4 (16.67%) Integration Patterns
6 4 (16.67%) Process Management
6 4 (16.67%) Project Management
6 4 (16.67%) Workflow
6 4 (16.67%) Workshop Facilitation
Programming Languages
1 16 (66.67%) SQL
2 6 (25.00%) Python
3 2 (8.33%) Bash
3 2 (8.33%) PowerShell
3 2 (8.33%) T-SQL
4 1 (4.17%) Data Analysis Expressions
4 1 (4.17%) PL/SQL
4 1 (4.17%) Shell Script
Qualifications
1 7 (29.17%) Security Cleared
2 5 (20.83%) SC Cleared
3 4 (16.67%) DV Cleared
4 1 (4.17%) BPSS Clearance
Quality Assurance & Compliance
1 11 (45.83%) Data Quality
2 4 (16.67%) SLA
3 3 (12.50%) QA
Vendors
1 9 (37.50%) Databricks
2 5 (20.83%) Microsoft
2 5 (20.83%) Oracle
3 3 (12.50%) CheckPoint
4 2 (8.33%) Cognos