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

6 months to
13 Mar 2026
Same period 2025 Same period 2024
Rank 26 32 42
Rank change year-on-year +6 +10 +22
Contract jobs citing ETL 28 4 8
As % of all contract jobs in Milton Keynes 5.08% 2.05% 1.69%
As % of the Processes & Methodologies category 6.44% 2.16% 1.97%
Number of daily rates quoted 26 2 3
10th Percentile £305 £351 £420
25th Percentile £317 £353 £431
Median daily rate (50th Percentile) £413 £355 £450
Median % change year-on-year +16.20% -21.11% -14.29%
75th Percentile £500 £358 -
90th Percentile £560 £359 -
Buckinghamshire median daily rate £413 £550 £450
% change year-on-year -25.00% +22.22% -14.29%

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 435 185 407
As % of all contract IT jobs advertised in Milton Keynes 78.95% 94.87% 86.23%
Number of daily rates quoted 306 139 297
10th Percentile £305 £305 £279
25th Percentile £400 £400 £400
Median daily rate (50th Percentile) £518 £500 £500
Median % change year-on-year +3.50% - +5.26%
75th Percentile £589 £600 £600
90th Percentile £640 £650 £664
Buckinghamshire median daily rate £500 £506 £500
% change year-on-year -1.23% +1.25% +4.17%
Number of hourly rates quoted 27 2 27
10th Percentile £15.91 £12.55 £15.85
25th Percentile £16.35 £13.38 £17.82
Median hourly rate £18.32 £15.50 £23.75
Median % change year-on-year +18.19% -34.74% +137.50%
75th Percentile £29.61 £18.38 £30.00
90th Percentile £36.00 £19.65 £48.75
Buckinghamshire median hourly rate £18.32 £24.00 £25.00
% change year-on-year -23.67% -4.00% +92.31%

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 13 March 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 (14.29%) Confluence
1 4 (14.29%) Oracle Workflow
1 4 (14.29%) SharePoint
2 3 (10.71%) WebLogic
3 1 (3.57%) SAS
Business Applications
1 4 (14.29%) Oracle Assets
1 4 (14.29%) Oracle ERP
1 4 (14.29%) Oracle Payables
1 4 (14.29%) Oracle Subledger Accounting
Cloud Services
1 8 (28.57%) Azure
2 4 (14.29%) OCI
2 4 (14.29%) Power Platform
3 3 (10.71%) AWS
3 3 (10.71%) SaaS
4 2 (7.14%) dbt
5 1 (3.57%) Amazon S3
5 1 (3.57%) GCP
Database & Business Intelligence
1 12 (42.86%) Data Warehouse
2 6 (21.43%) Data Lake
2 6 (21.43%) Star Schema
3 4 (14.29%) Big Data
3 4 (14.29%) Power BI
4 3 (10.71%) Oracle Database
4 3 (10.71%) Oracle Database 11g
4 3 (10.71%) Oracle Database 12c
4 3 (10.71%) Oracle ODI
4 3 (10.71%) Relational Database
4 3 (10.71%) SQL Server Integration Services
5 2 (7.14%) MySQL
5 2 (7.14%) PostgreSQL
5 2 (7.14%) SQL Server
6 1 (3.57%) Amazon Athena
6 1 (3.57%) Amazon RDS
6 1 (3.57%) Amazon Redshift
6 1 (3.57%) Azure SQL Database
Development Applications
1 4 (14.29%) JIRA
General
1 18 (64.29%) Social Skills
2 13 (46.43%) Analytical Skills
3 11 (39.29%) Finance
4 3 (10.71%) Banking
5 2 (7.14%) Documentation Skills
5 2 (7.14%) Public Sector
Job Titles
1 8 (28.57%) Developer
2 7 (25.00%) Oracle Specialist
3 6 (21.43%) Data Engineer
4 5 (17.86%) Analyst
4 5 (17.86%) Data Analyst
5 4 (14.29%) Business Intelligence Developer
5 4 (14.29%) Informatica Developer
5 4 (14.29%) Senior
6 3 (10.71%) Lead
6 3 (10.71%) Test Leader
7 2 (7.14%) DBA
7 2 (7.14%) Senior Data Engineer
7 2 (7.14%) SQL DBA
8 1 (3.57%) Architect
8 1 (3.57%) Business Analyst
8 1 (3.57%) SAS Analyst
8 1 (3.57%) Senior DBA
8 1 (3.57%) Senior Developer
8 1 (3.57%) Senior SQL DBA
8 1 (3.57%) Solutions Architect
Libraries, Frameworks & Software Standards
1 4 (14.29%) Oracle Fusion
1 4 (14.29%) REST
1 4 (14.29%) SOAP
2 3 (10.71%) Oracle GoldenGate
3 2 (7.14%) PySpark
4 1 (3.57%) Middleware
Miscellaneous
1 3 (10.71%) Analytical Mindset
2 2 (7.14%) Clustering
2 2 (7.14%) Management Information System
2 2 (7.14%) Replication
3 1 (3.57%) Cloud Native
3 1 (3.57%) Greenfield Project
3 1 (3.57%) Mobile App
3 1 (3.57%) Product Ownership
Processes & Methodologies
1 14 (50.00%) Problem-Solving
2 10 (35.71%) Analytics
3 9 (32.14%) Business Intelligence
3 9 (32.14%) Data Integration
3 9 (32.14%) Data Modelling
3 9 (32.14%) Migration
4 8 (28.57%) Agile
5 7 (25.00%) Data Analysis
5 7 (25.00%) Data Governance
5 7 (25.00%) ERP
6 5 (17.86%) High Availability
6 5 (17.86%) Integration Patterns
6 5 (17.86%) Performance Tuning
6 5 (17.86%) RBAC
7 4 (14.29%) Data Lineage
7 4 (14.29%) Data Pipeline
7 4 (14.29%) ETL Development
7 4 (14.29%) Impact Assessments
7 4 (14.29%) Project Management
7 4 (14.29%) Workshop Facilitation
Programming Languages
1 19 (67.86%) SQL
2 8 (28.57%) Python
3 4 (14.29%) Shell Script
4 3 (10.71%) PL/SQL
5 2 (7.14%) Bash
5 2 (7.14%) PowerShell
5 2 (7.14%) T-SQL
6 1 (3.57%) Data Analysis Expressions
Qualifications
1 7 (25.00%) Security Cleared
2 5 (17.86%) SC Cleared
3 4 (14.29%) Computer Science Degree
3 4 (14.29%) Degree
3 4 (14.29%) DV Cleared
4 1 (3.57%) BPSS Clearance
Quality Assurance & Compliance
1 12 (42.86%) Data Quality
2 4 (14.29%) SLA
3 3 (10.71%) QA
4 1 (3.57%) GDPR
4 1 (3.57%) PCI DSS
System Software
1 1 (3.57%) Docker
Systems Management
1 1 (3.57%) Kubernetes
Vendors
1 7 (25.00%) Microsoft
1 7 (25.00%) Oracle
2 6 (21.43%) Databricks
3 4 (14.29%) Informatica
4 3 (10.71%) CheckPoint
5 2 (7.14%) Cognos