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

6 months to
21 Jan 2026
Same period 2025 Same period 2024
Rank 76 63 90
Rank change year-on-year -13 +27 -5
Contract jobs citing ETL 72 53 47
As % of all contract jobs in the North West 2.80% 2.53% 1.71%
As % of the Processes & Methodologies category 3.20% 2.87% 1.95%
Number of daily rates quoted 58 36 37
10th Percentile £353 £374 £407
25th Percentile £375 £406 £463
Median daily rate (50th Percentile) £442 £463 £550
Median % change year-on-year -4.38% -15.91% +5.77%
75th Percentile £514 £525 £694
90th Percentile £558 £575 £700
England median daily rate £500 £525 £525
% change year-on-year -4.76% - -1.41%
Number of hourly rates quoted 2 0 0
10th Percentile £74.98 - -
25th Percentile £76.07 - -
Median hourly rate £77.88 - -
75th Percentile £79.69 - -
90th Percentile £80.78 - -
England median hourly rate £47.36 £42.50 £56.50
% change year-on-year +11.42% -24.78% +56.94%

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 2,252 1,845 2,407
As % of all contract IT jobs advertised in the North West 87.52% 88.19% 87.34%
Number of daily rates quoted 1,480 1,054 1,620
10th Percentile £220 £278 £306
25th Percentile £358 £390 £406
Median daily rate (50th Percentile) £450 £475 £500
Median % change year-on-year -5.26% -5.00% +1.01%
75th Percentile £550 £575 £598
90th Percentile £650 £656 £683
England median daily rate £500 £525 £535
% change year-on-year -4.76% -1.87% -2.73%
Number of hourly rates quoted 187 96 188
10th Percentile £16.44 £16.03 £13.00
25th Percentile £21.75 £21.20 £17.72
Median hourly rate £41.94 £30.20 £36.84
Median % change year-on-year +38.87% -18.02% -1.23%
75th Percentile £57.50 £47.39 £46.18
90th Percentile £69.67 £74.16 £64.13
England median hourly rate £25.15 £35.00 £38.16
% change year-on-year -28.14% -8.27% +9.67%

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 21 January 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
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 21 January 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 0 49 £456 -1.35% 23
Merseyside -2 12 £400 -5.88% 5
Cheshire -22 9 £360 -24.21% 6
Lancashire -10 2 - - 10
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 8 (11.11%) Apache Airflow
1 8 (11.11%) SAS
2 4 (5.56%) Apache
3 3 (4.17%) Apache Spark
3 3 (4.17%) Confluence
Applications
1 2 (2.78%) Microsoft Excel
1 2 (2.78%) MS Visio
2 1 (1.39%) Chatbot
2 1 (1.39%) SPSS
Business Applications
1 1 (1.39%) Elite 3E
1 1 (1.39%) Maximo
1 1 (1.39%) SAP HR
1 1 (1.39%) SAP S/4HANA
1 1 (1.39%) SAP SD
Cloud Services
1 21 (29.17%) Azure
2 18 (25.00%) AWS
3 16 (22.22%) Power Platform
4 12 (16.67%) GCP
5 7 (9.72%) PaaS
5 7 (9.72%) SaaS
6 6 (8.33%) Serverless
7 5 (6.94%) AWS Lambda
7 5 (6.94%) Azure Data Factory
7 5 (6.94%) Azure Synapse Analytics
7 5 (6.94%) IaaS
7 5 (6.94%) OpenShift
8 4 (5.56%) Amazon S3
8 4 (5.56%) Azure DevOps
9 3 (4.17%) Amazon EC2
9 3 (4.17%) dbt
9 3 (4.17%) GitHub
9 3 (4.17%) GitHub Actions
9 3 (4.17%) Power Automate
10 2 (2.78%) Amazon CloudWatch
Database & Business Intelligence
1 16 (22.22%) Power BI
2 15 (20.83%) Data Warehouse
3 7 (9.72%) Data Lake
4 5 (6.94%) BigQuery
4 5 (6.94%) Relational Database
4 5 (6.94%) Snowflake Schema
4 5 (6.94%) SQL Server
5 4 (5.56%) Big Data
5 4 (5.56%) Cognos Framework Manager
5 4 (5.56%) Cognos Report Studio
5 4 (5.56%) SQL Server Integration Services
5 4 (5.56%) Tableau
6 3 (4.17%) Amazon RDS
6 3 (4.17%) Cognos Transformer
6 3 (4.17%) Delta Lake
6 3 (4.17%) Looker
6 3 (4.17%) Metadata
6 3 (4.17%) NoSQL
6 3 (4.17%) OLAP
6 3 (4.17%) OLAP Cube
Development Applications
1 6 (8.33%) Git
1 6 (8.33%) JIRA
2 2 (2.78%) GitLab
2 2 (2.78%) Jenkins
3 1 (1.39%) ClearCase
3 1 (1.39%) MLflow
3 1 (1.39%) Rational DOORS
3 1 (1.39%) Visual Studio Code
General
1 22 (30.56%) Social Skills
2 17 (23.61%) Finance
3 15 (20.83%) Analytical Skills
4 8 (11.11%) Public Sector
5 4 (5.56%) Law
6 3 (4.17%) Manufacturing
6 3 (4.17%) Presentation Skills
6 3 (4.17%) Retail
7 1 (1.39%) Automotive
7 1 (1.39%) Inclusion and Diversity
7 1 (1.39%) Legal
7 1 (1.39%) Pharmaceutical
7 1 (1.39%) Telecoms
Job Titles
1 17 (23.61%) Data Engineer
2 14 (19.44%) Developer
3 8 (11.11%) Analyst
4 7 (9.72%) Lead
4 7 (9.72%) Senior
5 6 (8.33%) Test Manager
6 5 (6.94%) Architect
6 5 (6.94%) Data Scientist
7 4 (5.56%) Cognos Developer
7 4 (5.56%) Data Analyst
7 4 (5.56%) Senior Data Engineer
8 3 (4.17%) Data Architect
9 2 (2.78%) AWS Engineer
9 2 (2.78%) Azure Developer
9 2 (2.78%) Azure Engineer
9 2 (2.78%) Data Warehouse Developer
9 2 (2.78%) Enterprise Architect
9 2 (2.78%) Senior Developer
9 2 (2.78%) Systems Analyst
9 2 (2.78%) Test Analyst
Libraries, Frameworks & Software Standards
1 6 (8.33%) Node.js
2 5 (6.94%) AngularJS
2 5 (6.94%) PySpark
2 5 (6.94%) XGBoost
3 3 (4.17%) Middleware
3 3 (4.17%) pytest
3 3 (4.17%) RESTful
4 2 (2.78%) LangChain
4 2 (2.78%) Playwright
4 2 (2.78%) REST
4 2 (2.78%) XML
5 1 (1.39%) Apache Beam
5 1 (1.39%) JWT
5 1 (1.39%) Kafka
5 1 (1.39%) OAuth
5 1 (1.39%) PyTorch
5 1 (1.39%) RabbitMQ
5 1 (1.39%) React
5 1 (1.39%) Spark Streaming
5 1 (1.39%) YAML
Miscellaneous
1 6 (8.33%) Cloud Native
2 4 (5.56%) Data Structures
3 3 (4.17%) Data Protection Act
3 3 (4.17%) Greenfield Project
3 3 (4.17%) Legacy Systems
4 2 (2.78%) Clustering
4 2 (2.78%) CMDB
4 2 (2.78%) Data Centre
4 2 (2.78%) Data Fabric
4 2 (2.78%) Distributed Computing
4 2 (2.78%) Onboarding
4 2 (2.78%) Taxonomies
5 1 (1.39%) AI Agents
5 1 (1.39%) Algorithms
5 1 (1.39%) Distributed Systems
5 1 (1.39%) Enterprise Software
5 1 (1.39%) Freedom of Information
5 1 (1.39%) Self-Motivation
Operating Systems
1 5 (6.94%) Linux
1 5 (6.94%) Windows
2 1 (1.39%) Unix
2 1 (1.39%) VMS
Processes & Methodologies
1 27 (37.50%) Data Modelling
2 24 (33.33%) Data Engineering
3 23 (31.94%) Data Pipeline
4 22 (30.56%) Analytics
5 21 (29.17%) Business Intelligence
6 20 (27.78%) Data Governance
7 17 (23.61%) Agile
8 16 (22.22%) Problem-Solving
9 12 (16.67%) Data Integration
9 12 (16.67%) Decision-Making
9 12 (16.67%) Stakeholder Management
10 11 (15.28%) Actionable Insight
10 11 (15.28%) Data Science
11 10 (13.89%) Containerisation
11 10 (13.89%) Dashboard Development
11 10 (13.89%) Machine Learning
11 10 (13.89%) Validation
12 9 (12.50%) DevOps
12 9 (12.50%) Translating Business Requirements
12 9 (12.50%) User Acceptance Testing
Programming Languages
1 39 (54.17%) Python
2 34 (47.22%) SQL
3 5 (6.94%) PHP
4 3 (4.17%) Data Analysis Expressions
4 3 (4.17%) Java
5 2 (2.78%) C#
5 2 (2.78%) JavaScript
5 2 (2.78%) Scala
5 2 (2.78%) T-SQL
6 1 (1.39%) R
6 1 (1.39%) SAS Macro
6 1 (1.39%) Shell Script
6 1 (1.39%) TypeScript
Qualifications
1 12 (16.67%) Security Cleared
2 10 (13.89%) Degree
3 6 (8.33%) BPSS Clearance
3 6 (8.33%) Master's Degree
4 5 (6.94%) Computer Science Degree
4 5 (6.94%) SC Cleared
5 1 (1.39%) AWS Certification
5 1 (1.39%) Azure Certification
5 1 (1.39%) DV Cleared
5 1 (1.39%) Tableau Certification
Quality Assurance & Compliance
1 18 (25.00%) Data Quality
2 8 (11.11%) IFRS
3 7 (9.72%) QA
4 6 (8.33%) IFRS 17
5 2 (2.78%) Accessibility
5 2 (2.78%) CRD IV
5 2 (2.78%) FINREP
5 2 (2.78%) GDPR
6 1 (1.39%) HIPAA
System Software
1 12 (16.67%) Docker
Systems Management
1 11 (15.28%) Kubernetes
2 7 (9.72%) Grafana
3 3 (4.17%) Terraform
4 2 (2.78%) Prometheus
4 2 (2.78%) SCCM
5 1 (1.39%) Control-M
5 1 (1.39%) Tivoli
Vendors
1 9 (12.50%) Databricks
2 7 (9.72%) Oracle
3 6 (8.33%) Cognos
3 6 (8.33%) Microsoft
4 5 (6.94%) AppDynamics
5 4 (5.56%) Google
6 3 (4.17%) IBM
7 2 (2.78%) BMC
7 2 (2.78%) Dynatrace
7 2 (2.78%) SAP
7 2 (2.78%) ServiceNow
7 2 (2.78%) SolarWinds
8 1 (1.39%) Ab Initio
8 1 (1.39%) Hitachi
8 1 (1.39%) HubSpot
8 1 (1.39%) Informatica
8 1 (1.39%) Reuters
8 1 (1.39%) SnapLogic