ETL Contract Job Trends in the North West

Extract, Transform and Load (ETL)
England > North West

The table below provides summary statistics and contractor rates for jobs advertised in the North West requiring ETL skills. It covers contract job vacancies from the 6 months leading up to 15 March 2026, with comparisons to the same periods in the previous two years.

6 months to
15 Mar 2026
Same period 2025 Same period 2024
Rank 73 63 84
Rank change year-on-year -10 +21 +17
Contract jobs citing ETL 86 64 54
As % of all contract jobs in the North West 2.87% 3.15% 1.91%
As % of the Processes & Methodologies category 3.38% 3.49% 2.20%
Number of daily rates quoted 66 46 46
10th Percentile £335 £353 £388
25th Percentile £387 £402 £453
Median daily rate (50th Percentile) £442 £465 £550
Median % change year-on-year -4.94% -15.41% +4.76%
75th Percentile £494 £575 £692
90th Percentile £584 £658 £694
England median daily rate £500 £525 £525
% change year-on-year -4.76% - -2.33%
Number of hourly rates quoted 3 0 0
10th Percentile £42.85 - -
25th Percentile £54.63 - -
Median hourly rate £74.26 - -
75th Percentile £77.88 - -
90th Percentile £80.05 - -
England median hourly rate £67.35 £62.50 £49.50
% change year-on-year +7.75% +26.26% +37.02%

All Process & Methodology Skills
North West

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 North West.

Contract vacancies with a requirement for process or methodology skills 2,545 1,834 2,452
As % of all contract IT jobs advertised in the North West 85.03% 90.17% 86.67%
Number of daily rates quoted 1,614 1,138 1,595
10th Percentile £215 £275 £306
25th Percentile £368 £390 £400
Median daily rate (50th Percentile) £456 £475 £500
Median % change year-on-year -4.00% -5.00% -
75th Percentile £575 £575 £586
90th Percentile £663 £656 £675
England median daily rate £505 £525 £525
% change year-on-year -3.81% - -4.55%
Number of hourly rates quoted 220 116 265
10th Percentile £18.84 £16.16 £11.00
25th Percentile £25.11 £22.92 £13.73
Median hourly rate £45.00 £31.88 £23.45
Median % change year-on-year +41.15% +35.95% -37.47%
75th Percentile £65.50 £59.93 £45.00
90th Percentile £75.81 £79.04 £52.78
England median hourly rate £30.50 £34.06 £32.50
% change year-on-year -10.44% +4.78% -12.16%

ETL
Job Vacancy Trend in the North West

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

ETL job vacancy trend in the North West

ETL
Daily Rate Trend in the North West

Contractor daily rate distribution trend for jobs in the North West citing ETL.

Contractor daily rate distribution trend for jobs in the North West citing ETL

ETL
Daily Rate Histogram in the North West

Daily rate distribution for jobs citing ETL in the North West over the 6 months to 15 March 2026.

Daily rate histogram for ETL in the North West

ETL
Hourly Rate Trend in the North West

Contractor hourly rate distribution trend for jobs in the North West citing ETL.

Contractor hourly rate distribution trend for jobs in the North West citing ETL

ETL
Hourly Rate Histogram in the North West

Hourly rate distribution of jobs citing ETL in the North West over the 6 months to 15 March 2026.

Hourly rate histogram for ETL in the North West

ETL
Contract Job Locations in the North West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the North West region over the 6 months to 15 March 2026. 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
Manchester -5 59 £450 -10.00% 32
Merseyside -4 17 £398 -6.47% 4
Cheshire -30 7 £463 +29.55% 6
Lancashire -15 2 - - 13
ETL
England

ETL
Co-Occurring Skills & Capabilities in the North West 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 7 (8.14%) Apache Airflow
2 6 (6.98%) SAS
3 4 (4.65%) Apache
3 4 (4.65%) Confluence
4 1 (1.16%) Apache Spark
Applications
1 2 (2.33%) MS Visio
2 1 (1.16%) Chatbot
2 1 (1.16%) Microsoft Excel
2 1 (1.16%) SPSS
Business Applications
1 2 (2.33%) Salesforce CRM
2 1 (1.16%) Dynamics CRM
2 1 (1.16%) Elite 3E
2 1 (1.16%) Maximo
2 1 (1.16%) Odoo
Cloud Services
1 30 (34.88%) Azure
2 16 (18.60%) AWS
2 16 (18.60%) Power Platform
3 10 (11.63%) Azure Data Factory
4 9 (10.47%) GCP
5 7 (8.14%) Azure DevOps
5 7 (8.14%) Azure Synapse Analytics
5 7 (8.14%) Serverless
6 4 (4.65%) Amazon S3
6 4 (4.65%) AWS Lambda
6 4 (4.65%) dbt
6 4 (4.65%) Power Automate
7 3 (3.49%) Amazon EC2
7 3 (3.49%) Azure Service Bus
7 3 (3.49%) PaaS
7 3 (3.49%) SaaS
8 2 (2.33%) Amazon CloudWatch
8 2 (2.33%) Cloud Functions
8 2 (2.33%) GitHub Actions
8 2 (2.33%) Snowflake
Database & Business Intelligence
1 16 (18.60%) Power BI
2 14 (16.28%) Data Warehouse
3 13 (15.12%) SQL Server
4 7 (8.14%) SQL Server Integration Services
5 6 (6.98%) Data Lake
5 6 (6.98%) Snowflake Schema
6 5 (5.81%) Tableau
7 4 (4.65%) Azure SQL Database
7 4 (4.65%) NoSQL
8 3 (3.49%) Amazon RDS
8 3 (3.49%) Azure SQL Data Warehouse
8 3 (3.49%) BigQuery
8 3 (3.49%) Data Mining
8 3 (3.49%) Metadata
9 2 (2.33%) Delta Lake
9 2 (2.33%) Looker
9 2 (2.33%) Neo4j
9 2 (2.33%) PostgreSQL
9 2 (2.33%) Qlik Sense
9 2 (2.33%) Relational Database
Development Applications
1 9 (10.47%) Git
2 7 (8.14%) JIRA
3 2 (2.33%) GitLab
3 2 (2.33%) Jenkins
4 1 (1.16%) ClearCase
4 1 (1.16%) MLflow
4 1 (1.16%) Postman
4 1 (1.16%) Rational DOORS
4 1 (1.16%) SoapUI
4 1 (1.16%) SonarQube
4 1 (1.16%) SQL Server Management Studio (SSMS)
4 1 (1.16%) Visual Studio
General
1 27 (31.40%) Social Skills
2 17 (19.77%) Finance
3 16 (18.60%) Analytical Skills
4 9 (10.47%) Public Sector
5 5 (5.81%) Law
6 3 (3.49%) Legal
6 3 (3.49%) Manufacturing
6 3 (3.49%) Retail
7 1 (1.16%) Banking
7 1 (1.16%) Inclusion and Diversity
7 1 (1.16%) Military
7 1 (1.16%) Pharmaceutical
7 1 (1.16%) Presentation Skills
Job Titles
1 23 (26.74%) Data Engineer
2 17 (19.77%) Developer
3 14 (16.28%) Analyst
4 11 (12.79%) Senior
5 9 (10.47%) Lead
6 8 (9.30%) Test Manager
7 7 (8.14%) Data Analyst
8 6 (6.98%) Test Analyst
9 5 (5.81%) Data Scientist
9 5 (5.81%) Senior Data Engineer
9 5 (5.81%) Senior Developer
10 4 (4.65%) Architect
10 4 (4.65%) SQL Analyst
11 3 (3.49%) .NET Developer
11 3 (3.49%) Azure Engineer
11 3 (3.49%) Data Migration Analyst
11 3 (3.49%) Migration Analyst
11 3 (3.49%) Senior .NET Developer
12 2 (2.33%) Azure Developer
12 2 (2.33%) Data Migration Lead
Libraries, Frameworks & Software Standards
1 7 (8.14%) RESTful
2 6 (6.98%) PySpark
3 5 (5.81%) REST
3 5 (5.81%) XGBoost
4 4 (4.65%) .NET
4 4 (4.65%) AngularJS
4 4 (4.65%) Pandas
4 4 (4.65%) RabbitMQ
4 4 (4.65%) React
5 3 (3.49%) .NET Core
5 3 (3.49%) Middleware
5 3 (3.49%) Node.js
5 3 (3.49%) YAML
6 2 (2.33%) Entity Framework
6 2 (2.33%) LangChain
6 2 (2.33%) PyTorch
6 2 (2.33%) SOAP
6 2 (2.33%) XML
7 1 (1.16%) Hugging Face
7 1 (1.16%) JWT
Miscellaneous
1 5 (5.81%) Data Protection Act
1 5 (5.81%) Data Structures
2 4 (4.65%) Cloud Native
2 4 (4.65%) Legacy Systems
2 4 (4.65%) Onboarding
3 3 (3.49%) Greenfield Project
4 2 (2.33%) Clustering
4 2 (2.33%) CMDB
4 2 (2.33%) Data Centre
4 2 (2.33%) Data Fabric
4 2 (2.33%) Taxonomies
5 1 (1.16%) AI Agents
5 1 (1.16%) Algorithms
5 1 (1.16%) Distributed Computing
5 1 (1.16%) Distributed Systems
5 1 (1.16%) Enterprise Software
5 1 (1.16%) Reinsurance
5 1 (1.16%) Self-Motivation
5 1 (1.16%) W3C
Operating Systems
1 2 (2.33%) Linux
2 1 (1.16%) Unix
2 1 (1.16%) VMS
2 1 (1.16%) Windows
Processes & Methodologies
1 34 (39.53%) Data Modelling
2 27 (31.40%) Data Pipeline
3 26 (30.23%) Analytics
4 25 (29.07%) Data Engineering
5 20 (23.26%) Problem-Solving
6 19 (22.09%) Business Intelligence
6 19 (22.09%) Validation
7 18 (20.93%) Data Governance
8 16 (18.60%) Data Integration
9 15 (17.44%) Agile
9 15 (17.44%) User Acceptance Testing
10 14 (16.28%) Decision-Making
10 14 (16.28%) DevOps
10 14 (16.28%) Migration
11 13 (15.12%) CI/CD
11 13 (15.12%) Stakeholder Management
12 11 (12.79%) Data Validation
12 11 (12.79%) Performance Tuning
12 11 (12.79%) Test Strategy
13 10 (11.63%) Machine Learning
Programming Languages
1 48 (55.81%) SQL
2 37 (43.02%) Python
3 5 (5.81%) C#
4 4 (4.65%) Java
5 3 (3.49%) JavaScript
5 3 (3.49%) T-SQL
6 2 (2.33%) Data Analysis Expressions
6 2 (2.33%) TypeScript
7 1 (1.16%) PHP
7 1 (1.16%) R
7 1 (1.16%) SAS Macro
7 1 (1.16%) SHACL
7 1 (1.16%) Shell Script
7 1 (1.16%) SPARQL
Qualifications
1 10 (11.63%) Security Cleared
2 9 (10.47%) Degree
3 5 (5.81%) BPSS Clearance
3 5 (5.81%) Master's Degree
4 4 (4.65%) SC Cleared
5 3 (3.49%) Computer Science Degree
Quality Assurance & Compliance
1 22 (25.58%) Data Quality
2 12 (13.95%) QA
3 10 (11.63%) IFRS
4 8 (9.30%) IFRS 17
5 4 (4.65%) GDPR
6 2 (2.33%) Accessibility
6 2 (2.33%) CRD IV
6 2 (2.33%) FINREP
7 1 (1.16%) HIPAA
7 1 (1.16%) PMO
7 1 (1.16%) WCAG
System Software
1 7 (8.14%) Docker
Systems Management
1 7 (8.14%) Kubernetes
2 5 (5.81%) Terraform
3 3 (3.49%) Grafana
4 2 (2.33%) Prometheus
4 2 (2.33%) SCCM
5 1 (1.16%) Tivoli
Vendors
1 9 (10.47%) Databricks
2 6 (6.98%) Microsoft
3 5 (5.81%) Oracle
3 5 (5.81%) Salesforce
4 3 (3.49%) Cognos
5 2 (2.33%) BMC
5 2 (2.33%) Dynatrace
5 2 (2.33%) Google
5 2 (2.33%) IBM
5 2 (2.33%) ServiceNow
5 2 (2.33%) SolarWinds
6 1 (1.16%) Ab Initio
6 1 (1.16%) AppDynamics
6 1 (1.16%) HubSpot
6 1 (1.16%) Informatica
6 1 (1.16%) Reuters
6 1 (1.16%) SAP
6 1 (1.16%) Siebel
6 1 (1.16%) SnapLogic