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

6 months to
11 Jun 2026
Same period 2025 Same period 2024
Rank 47 25 34
Rank change year-on-year -22 +9 +30
Contract jobs citing ETL 22 5 11
As % of all contract jobs in Milton Keynes 2.94% 2.82% 2.74%
As % of the Processes & Methodologies category 3.74% 2.98% 3.28%
Number of daily rates quoted 20 3 6
10th Percentile £321 £352 £388
25th Percentile £401 £355 £413
Median daily rate (50th Percentile) £425 £360 £425
Median % change year-on-year +18.06% -15.29% -10.53%
75th Percentile £539 £455 £447
90th Percentile £560 £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 589 168 335
As % of all contract IT jobs advertised in Milton Keynes 78.74% 94.92% 83.54%
Number of daily rates quoted 420 124 245
10th Percentile £339 £231 £300
25th Percentile £456 £362 £400
Median daily rate (50th Percentile) £525 £470 £475
Median % change year-on-year +11.70% -1.05% -
75th Percentile £600 £560 £575
90th Percentile £638 £650 £665
Buckinghamshire median daily rate £525 £475 £469
% change year-on-year +10.53% +1.20% -4.21%
Number of hourly rates quoted 19 7 20
10th Percentile - £14.27 £15.85
25th Percentile £15.05 £15.12 £17.64
Median hourly rate £16.35 £15.50 £22.86
Median % change year-on-year +5.48% -32.19% +68.44%
75th Percentile - £19.19 £30.00
90th Percentile £18.32 £33.80 £48.75
Buckinghamshire median hourly rate £16.35 £15.12 £25.00
% change year-on-year +8.13% -39.52% +84.23%

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 June 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 4 (18.18%) Oracle Workflow
2 3 (13.64%) SharePoint
3 2 (9.09%) Confluence
4 1 (4.55%) SAS
Business Applications
1 4 (18.18%) Oracle Assets
1 4 (18.18%) Oracle ERP
1 4 (18.18%) Oracle Payables
1 4 (18.18%) Oracle Subledger Accounting
Cloud Services
1 11 (50.00%) Azure
2 5 (22.73%) dbt
2 5 (22.73%) Power Platform
3 2 (9.09%) AWS
4 1 (4.55%) Amazon S3
4 1 (4.55%) Azure Data Factory
4 1 (4.55%) OCI
4 1 (4.55%) Power Automate
Database & Business Intelligence
1 5 (22.73%) Power BI
2 4 (18.18%) Data Lake
2 4 (18.18%) Star Schema
3 3 (13.64%) Data Warehouse
3 3 (13.64%) SQL Server Integration Services
4 2 (9.09%) Big Data
4 2 (9.09%) MySQL
4 2 (9.09%) PostgreSQL
4 2 (9.09%) SQL Server
5 1 (4.55%) Amazon Athena
5 1 (4.55%) Amazon RDS
5 1 (4.55%) Amazon Redshift
5 1 (4.55%) Azure SQL Database
5 1 (4.55%) Oracle ODI
5 1 (4.55%) PowerPivot
Development Applications
1 2 (9.09%) JIRA
General
1 13 (59.09%) Social Skills
2 8 (36.36%) Finance
3 7 (31.82%) Analytical Skills
4 1 (4.55%) Banking
Job Titles
1 9 (40.91%) Data Engineer
2 6 (27.27%) Senior
3 5 (22.73%) Developer
3 5 (22.73%) Senior Data Engineer
4 4 (18.18%) Business Intelligence Developer
4 4 (18.18%) Oracle Specialist
5 3 (13.64%) Analyst
5 3 (13.64%) Data Analyst
6 2 (9.09%) DBA
6 2 (9.09%) Lead
6 2 (9.09%) SQL DBA
6 2 (9.09%) Test Leader
7 1 (4.55%) Azure Data Engineer
7 1 (4.55%) Banking Analyst
7 1 (4.55%) Business Analyst
7 1 (4.55%) SAS Analyst
7 1 (4.55%) SAS Data Analyst
7 1 (4.55%) SAS Engineer
7 1 (4.55%) Senior DBA
7 1 (4.55%) Senior SQL DBA
Libraries, Frameworks & Software Standards
1 5 (22.73%) PySpark
2 4 (18.18%) Oracle Fusion
Miscellaneous
1 4 (18.18%) Greenfield Project
2 2 (9.09%) Clustering
2 2 (9.09%) Management Information System
2 2 (9.09%) Replication
3 1 (4.55%) Analytical Mindset
3 1 (4.55%) Cloud Native
3 1 (4.55%) Data Structures
Operating Systems
1 1 (4.55%) Unix
Processes & Methodologies
1 12 (54.55%) Problem-Solving
2 8 (36.36%) Analytics
3 7 (31.82%) Business Intelligence
3 7 (31.82%) Data Engineering
3 7 (31.82%) Data Modelling
4 6 (27.27%) Agile
4 6 (27.27%) Data Pipeline
5 5 (22.73%) Data Governance
5 5 (22.73%) Migration
5 5 (22.73%) RBAC
6 4 (18.18%) Data Analysis
6 4 (18.18%) Data Transformation
6 4 (18.18%) E-Commerce
6 4 (18.18%) ERP
6 4 (18.18%) Process Management
6 4 (18.18%) Project Management
6 4 (18.18%) Workflow
7 3 (13.64%) Customer Engagement
7 3 (13.64%) Data Integration
8 2 (9.09%) Test Automation
Programming Languages
1 15 (68.18%) SQL
2 7 (31.82%) Python
3 2 (9.09%) Bash
3 2 (9.09%) PowerShell
3 2 (9.09%) T-SQL
4 1 (4.55%) Data Analysis Expressions
4 1 (4.55%) PL/SQL
4 1 (4.55%) Shell Script
Qualifications
1 6 (27.27%) Security Cleared
2 5 (22.73%) SC Cleared
3 4 (18.18%) DV Cleared
4 1 (4.55%) BPSS Clearance
Quality Assurance & Compliance
1 9 (40.91%) Data Quality
2 4 (18.18%) SLA
3 2 (9.09%) QA
Vendors
1 10 (45.45%) Databricks
2 5 (22.73%) Microsoft
2 5 (22.73%) Oracle
3 2 (9.09%) CheckPoint
3 2 (9.09%) Cognos