ETL Contract Job Trends in the East of England

Extract, Transform and Load (ETL)
England > East of England

The table below provides summary statistics and contractor rates for jobs advertised in the East of England requiring ETL skills. It covers contract job vacancies from the 6 months leading up to 21 November 2025, with comparisons to the same periods in the previous two years.

6 months to
21 Nov 2025
Same period 2024 Same period 2023
Rank 78 73 74
Rank change year-on-year -5 +1 +42
Contract jobs citing ETL 23 17 37
As % of all contract jobs in the East of England 1.50% 1.33% 2.02%
As % of the Processes & Methodologies category 1.74% 1.63% 2.29%
Number of daily rates quoted 9 11 26
10th Percentile £440 £318 £356
25th Percentile £456 £341 £400
Median daily rate (50th Percentile) £550 £500 £500
Median % change year-on-year +10.00% - +8.11%
75th Percentile £725 £575 £700
90th Percentile £778 £625 £714
England median daily rate £500 £513 £526
% change year-on-year -2.39% -2.57% -1.22%

All Process and Methodology Skills
East of England

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 the East of England.

Contract vacancies with a requirement for process or methodology skills 1,323 1,040 1,614
As % of all contract IT jobs advertised in the East of England 86.53% 81.12% 87.91%
Number of daily rates quoted 549 421 875
10th Percentile £188 £231 £225
25th Percentile £363 £319 £389
Median daily rate (50th Percentile) £500 £450 £500
Median % change year-on-year +11.11% -10.00% -
75th Percentile £588 £563 £600
90th Percentile £685 £663 £725
England median daily rate £505 £525 £545
% change year-on-year -3.81% -3.67% -0.91%
Number of hourly rates quoted 389 216 372
10th Percentile £14.25 £15.10 £14.16
25th Percentile £16.25 £15.62 £14.25
Median hourly rate £22.00 £27.50 £21.00
Median % change year-on-year -20.00% +30.95% -6.67%
75th Percentile £63.75 £65.00 £65.00
90th Percentile £70.00 £70.00 £77.25
England median hourly rate £25.15 £37.00 £44.50
% change year-on-year -32.03% -16.85% +23.61%

ETL
Job Vacancy Trend in the East of England

Historical trend showing the proportion of contract IT job postings citing ETL relative to all contract IT jobs advertised in the East of England.

ETL job vacancy trend in the East of England

ETL
Daily Rate Trend in the East of England

Contractor daily rate distribution trend for jobs in the East of England citing ETL.

Contractor daily rate distribution trend for jobs in the East of England citing ETL

ETL
Daily Rate Histogram in the East of England

Daily rate distribution for jobs citing ETL in the East of England over the 6 months to 21 November 2025.

Daily rate histogram for ETL in the East of England

ETL
Hourly Rate Trend in the East of England

Contractor hourly rate distribution trend for jobs in the East of England citing ETL.

Contractor hourly rate distribution trend for jobs in the East of England citing ETL

ETL
Contract Job Locations in the East of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the East of England region over the 6 months to 21 November 2025. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Essex +5 8 £425 +33.23% 3
Cambridgeshire -9 7 £738 +22.92% 3
Bedfordshire -10 3 £550 +18.92% 5
Hertfordshire - 3 £575 - 18
Suffolk +6 1 - - 1
Norfolk - 1 - - 1
ETL
England

ETL
Co-Occurring Skills & Capabilities in the East of England 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 (17.39%) Apache Airflow
2 1 (4.35%) Apache
Applications
1 1 (4.35%) Chatbot
Business Applications
1 1 (4.35%) SAP S/4HANA
Cloud Services
1 12 (52.17%) AWS
2 9 (39.13%) Amazon S3
3 8 (34.78%) Serverless
4 7 (30.43%) AWS Lambda
4 7 (30.43%) Azure
4 7 (30.43%) Snowflake
5 6 (26.09%) dbt
6 5 (21.74%) Amazon EMR
6 5 (21.74%) Power Platform
7 4 (17.39%) Azure DevOps
8 3 (13.04%) Amazon EC2
8 3 (13.04%) Amazon EKS
8 3 (13.04%) Azure Logic Apps
8 3 (13.04%) SaaS
9 2 (8.70%) Azure Data Factory
9 2 (8.70%) Power Automate
10 1 (4.35%) Amazon SageMaker
10 1 (4.35%) AWS Fargate
10 1 (4.35%) Azure Functions
10 1 (4.35%) Azure Service Bus
Communications & Networking
1 1 (4.35%) DSL
Database & Business Intelligence
1 10 (43.48%) Data Warehouse
2 5 (21.74%) Power BI
3 4 (17.39%) Oracle Database
3 4 (17.39%) Relational Database
3 4 (17.39%) SQL Server
4 3 (13.04%) Amazon Redshift
4 3 (13.04%) Data Lake
4 3 (13.04%) MongoDB
4 3 (13.04%) NoSQL
4 3 (13.04%) RDBMS
4 3 (13.04%) Snowflake Schema
5 2 (8.70%) Power Query
5 2 (8.70%) SQL Server Reporting Services
6 1 (4.35%) Crystal Reports
6 1 (4.35%) DataStage
6 1 (4.35%) DB2
6 1 (4.35%) Oracle Reports
6 1 (4.35%) SAP BW
6 1 (4.35%) SAP Data Services
6 1 (4.35%) SQL Server Integration Services
Development Applications
1 4 (17.39%) Git
2 1 (4.35%) Hudson
General
1 10 (43.48%) Social Skills
2 4 (17.39%) Finance
3 3 (13.04%) Analytical Skills
4 2 (8.70%) Documentation Skills
4 2 (8.70%) Law
4 2 (8.70%) Pharmaceutical
5 1 (4.35%) Legal
Job Titles
1 8 (34.78%) Architect
2 6 (26.09%) Snowflake Architect
3 4 (17.39%) Developer
3 4 (17.39%) Lead
4 2 (8.70%) Artificial Intelligence Engineer
4 2 (8.70%) Consultant
4 2 (8.70%) Data Engineer
4 2 (8.70%) Integration Engineer
4 2 (8.70%) Solutions Architect
4 2 (8.70%) Technical Leader
5 1 (4.35%) Analytics Consultant
5 1 (4.35%) Analytics Developer
5 1 (4.35%) AWS Engineer
5 1 (4.35%) Azure Engineer
5 1 (4.35%) Business Intelligence Consultant
5 1 (4.35%) Lead Consultant
5 1 (4.35%) Power BI Analyst
5 1 (4.35%) Power BI Developer
5 1 (4.35%) Qlik Consultant
5 1 (4.35%) SAP Consultant
Libraries, Frameworks & Software Standards
1 3 (13.04%) REST
1 3 (13.04%) SOAP
2 2 (8.70%) XML
3 1 (4.35%) .NET
3 1 (4.35%) Elastic Stack
3 1 (4.35%) JSON
3 1 (4.35%) Node.js
3 1 (4.35%) React
3 1 (4.35%) RESTful
3 1 (4.35%) Web Services
3 1 (4.35%) XML Messaging
Miscellaneous
1 2 (8.70%) Life Science
1 2 (8.70%) Low-Code
1 2 (8.70%) Onboarding
2 1 (4.35%) Data Protection Act
2 1 (4.35%) Distributed Systems
2 1 (4.35%) Mashup
2 1 (4.35%) Product Ownership
2 1 (4.35%) Taxonomies
2 1 (4.35%) Virtual Team
Processes & Methodologies
1 12 (52.17%) Data Modelling
2 10 (43.48%) Migration
3 8 (34.78%) Business Intelligence
4 7 (30.43%) Data Engineering
4 7 (30.43%) Data Migration
5 6 (26.09%) CI/CD
5 6 (26.09%) Data Architecture
5 6 (26.09%) Data Pipeline
5 6 (26.09%) DevOps
5 6 (26.09%) Visualisation
6 5 (21.74%) Analytics
6 5 (21.74%) Problem-Solving
7 4 (17.39%) Actionable Insight
7 4 (17.39%) Computer Science
7 4 (17.39%) Data Integration
7 4 (17.39%) Data Visualisation
7 4 (17.39%) Stakeholder Management
7 4 (17.39%) Validation
8 3 (13.04%) AI
8 3 (13.04%) Software Engineering
Programming Languages
1 12 (52.17%) SQL
2 10 (43.48%) Python
3 2 (8.70%) Data Analysis Expressions
3 2 (8.70%) JavaScript
4 1 (4.35%) C#
4 1 (4.35%) PL/SQL
4 1 (4.35%) PowerShell
Qualifications
1 4 (17.39%) Computer Science Degree
1 4 (17.39%) Degree
2 3 (13.04%) Security Cleared
3 2 (8.70%) SC Cleared
4 1 (4.35%) Azure Certification
Quality Assurance & Compliance
1 3 (13.04%) Data Quality
1 3 (13.04%) QA
2 1 (4.35%) Accessibility
2 1 (4.35%) IFRS
System Software
1 2 (8.70%) Docker
Systems Management
1 1 (4.35%) Kibana
1 1 (4.35%) logstash
Vendors
1 5 (21.74%) Oracle
2 4 (17.39%) StreamSets
3 3 (13.04%) SAP
4 2 (8.70%) Microsoft
4 2 (8.70%) MuleSoft
4 2 (8.70%) Pega
4 2 (8.70%) Salesforce
4 2 (8.70%) ServiceNow
5 1 (4.35%) Cognos
5 1 (4.35%) IBM
5 1 (4.35%) IFS
5 1 (4.35%) Informatica
5 1 (4.35%) Sybase
5 1 (4.35%) Talend
5 1 (4.35%) Virgin Media
5 1 (4.35%) Workday