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 28 October 2025, with comparisons to the same periods in the previous two years.

6 months to
28 Oct 2025
Same period 2024 Same period 2023
Rank 30 39 57
Rank change year-on-year +9 +18 +23
Contract jobs citing ETL 11 7 4
As % of all contract jobs in Milton Keynes 4.03% 2.33% 0.68%
As % of the Processes & Methodologies category 4.49% 2.72% 0.73%
Number of daily rates quoted 11 5 4
10th Percentile £305 - £183
25th Percentile £322 £363 £355
Median daily rate (50th Percentile) £413 £425 £500
Median % change year-on-year -2.94% -15.00% -20.00%
75th Percentile £446 £438 £588
90th Percentile £550 £460 £610
Buckinghamshire median daily rate £413 £425 £500
% change year-on-year -2.94% -15.00% -17.70%

All Process and 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 245 257 547
As % of all contract IT jobs advertised in Milton Keynes 89.74% 85.67% 92.87%
Number of daily rates quoted 169 185 426
10th Percentile £231 £248 £275
25th Percentile £350 £370 £401
Median daily rate (50th Percentile) £435 £465 £510
Median % change year-on-year -6.45% -8.82% +4.62%
75th Percentile £538 £550 £600
90th Percentile £635 £633 £700
Buckinghamshire median daily rate £436 £467 £515
% change year-on-year -6.48% -9.42% +3.00%
Number of hourly rates quoted 13 8 13
10th Percentile £15.12 £14.25 £13.16
25th Percentile £17.87 £17.83 £13.57
Median hourly rate £29.61 £26.25 £20.00
Median % change year-on-year +12.80% +31.25% +56.86%
75th Percentile - £36.19 £24.00
90th Percentile - £37.12 -
Buckinghamshire median hourly rate £18.00 £30.00 £20.00
% change year-on-year -40.00% +50.00% +45.45%

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 28 October 2025.

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 3 (27.27%) WebLogic
2 1 (9.09%) Apache Spark
Cloud Services
1 3 (27.27%) OCI
1 3 (27.27%) SaaS
2 2 (18.18%) AWS
2 2 (18.18%) Azure
3 1 (9.09%) GCP
Database & Business Intelligence
1 7 (63.64%) Data Warehouse
2 3 (27.27%) Data Lake
2 3 (27.27%) Oracle Database
2 3 (27.27%) Oracle Database 11g
2 3 (27.27%) Oracle Database 12c
2 3 (27.27%) Oracle ODI
2 3 (27.27%) Relational Database
3 1 (9.09%) Big Data
3 1 (9.09%) Hadoop
3 1 (9.09%) IBM InfoSphere
3 1 (9.09%) OLAP
3 1 (9.09%) Star Schema
General
1 7 (63.64%) Social Skills
2 6 (54.55%) Analytical Skills
3 4 (36.36%) Finance
4 2 (18.18%) Banking
4 2 (18.18%) Documentation Skills
5 1 (9.09%) General Ledger
5 1 (9.09%) Public Sector
Job Titles
1 3 (27.27%) Developer
1 3 (27.27%) Informatica Developer
1 3 (27.27%) Oracle Specialist
2 2 (18.18%) Architect
2 2 (18.18%) Data Migration Tester
2 2 (18.18%) Tester
3 1 (9.09%) Analyst
3 1 (9.09%) Cloud Developer
3 1 (9.09%) Data Analyst
3 1 (9.09%) Data Architect
3 1 (9.09%) Data Migration Analyst
3 1 (9.09%) Data Modeller
3 1 (9.09%) Finance Modeller
3 1 (9.09%) Migration Analyst
3 1 (9.09%) Senior
3 1 (9.09%) Senior Developer
3 1 (9.09%) Senior Informatica Developer
3 1 (9.09%) Solutions Architect
3 1 (9.09%) Test Analyst
Libraries, Frameworks & Software Standards
1 4 (36.36%) REST
1 4 (36.36%) SOAP
2 3 (27.27%) Oracle GoldenGate
3 1 (9.09%) Middleware
Miscellaneous
1 1 (9.09%) Analytical Mindset
1 1 (9.09%) Mobile App
1 1 (9.09%) Product Ownership
Processes & Methodologies
1 6 (54.55%) Data Integration
1 6 (54.55%) Migration
2 5 (45.45%) Problem-Solving
3 3 (27.27%) Agile
3 3 (27.27%) Analytics
3 3 (27.27%) Computer Science
3 3 (27.27%) Data Modelling
3 3 (27.27%) ERP
3 3 (27.27%) ETL Development
3 3 (27.27%) High Availability
3 3 (27.27%) Performance Tuning
3 3 (27.27%) Waterfall
4 2 (18.18%) Continuous Improvement
4 2 (18.18%) Data Migration
4 2 (18.18%) Data Reconciliation
4 2 (18.18%) End-to-End Testing
4 2 (18.18%) Root Cause Analysis
4 2 (18.18%) Validation
5 1 (9.09%) API Management
5 1 (9.09%) Integration Patterns
Programming Languages
1 7 (63.64%) SQL
2 3 (27.27%) PL/SQL
2 3 (27.27%) Python
2 3 (27.27%) Shell Script
Qualifications
1 3 (27.27%) Computer Science Degree
1 3 (27.27%) Degree
2 1 (9.09%) Security Cleared
Quality Assurance & Compliance
1 5 (45.45%) Data Quality
2 1 (9.09%) GDPR
2 1 (9.09%) PCI DSS
2 1 (9.09%) QA
System Software
1 1 (9.09%) Docker
Systems Management
1 1 (9.09%) Kubernetes
Vendors
1 3 (27.27%) Informatica
1 3 (27.27%) Oracle
2 1 (9.09%) CheckPoint
2 1 (9.09%) IBM
2 1 (9.09%) Microsoft