Data Modelling Contracts in the North West

Data Modelling
England > North West

The table below provides summary statistics for contract job vacancies advertised in the North West requiring Data Modelling skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Modelling over the 6 months leading up to 31 May 2025, comparing them to the same period in the previous two years.

6 months to
31 May 2025
Same period 2024 Same period 2023
Rank 50 52 103
Rank change year-on-year +2 +51 -30
Contract jobs citing Data Modelling 79 86 50
As % of all contract jobs advertised in the North West 4.02% 3.16% 1.64%
As % of the Processes & Methodologies category 4.47% 3.71% 1.83%
Number of daily rates quoted 56 67 40
10th Percentile £419 £408 £401
25th Percentile £463 £456 £448
Median daily rate (50th Percentile) £550 £525 £488
Median % change year-on-year +4.76% +7.69% -7.14%
75th Percentile £665 £586 £631
90th Percentile £703 £630 £689
England median daily rate £525 £550 £575
% change year-on-year -4.55% -4.35% -
Number of hourly rates quoted 3 3 2
10th Percentile - - £38.10
25th Percentile £27.14 £37.55 £42.75
Median hourly rate £29.27 £40.33 £50.50
Median % change year-on-year -27.41% -20.15% -
75th Percentile £51.95 £55.93 £58.25
90th Percentile £64.28 £63.62 £62.90
England median hourly rate £52.50 £45.00 £36.25
% change year-on-year +16.67% +24.14% -40.08%

All Process and Methodology Skills
North West

Data Modelling 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 1,766 2,317 2,735
As % of all contract IT jobs advertised in the North West 89.96% 85.25% 89.91%
Number of daily rates quoted 1,156 1,457 1,921
10th Percentile £300 £306 £315
25th Percentile £391 £401 £413
Median daily rate (50th Percentile) £475 £500 £500
Median % change year-on-year -5.00% - +5.26%
75th Percentile £553 £588 £588
90th Percentile £661 £680 £675
England median daily rate £525 £525 £550
% change year-on-year - -4.55% +1.85%
Number of hourly rates quoted 97 262 140
10th Percentile £13.88 £11.00 £16.24
25th Percentile £22.72 £14.00 £22.34
Median hourly rate £30.40 £26.39 £35.02
Median % change year-on-year +15.20% -24.63% +53.91%
75th Percentile £63.40 £46.18 £48.91
90th Percentile £84.80 £66.61 £66.00
England median hourly rate £28.53 £37.50 £37.50
% change year-on-year -23.93% - +50.00%

Data Modelling
Job Vacancy Trend in the North West

Job postings citing Data Modelling as a proportion of all IT jobs advertised in the North West.

Job vacancy trend for Data Modelling in the North West

Data Modelling
Contractor Daily Rate Trend in the North West

3-month moving average daily rate quoted in jobs citing Data Modelling in the North West.

Daily rate trend for Data Modelling in the North West

Data Modelling
Daily Rate Histogram in the North West

Daily rate distribution for jobs citing Data Modelling in the North West over the 6 months to 31 May 2025.

Daily rate histogram for Data Modelling in the North West

Data Modelling
Contractor Hourly Rate Trend in the North West

3-month moving average hourly rates quoted in jobs citing Data Modelling in the North West.

Hourly rate trend for Data Modelling in the North West

Data Modelling
Hourly Rate Histogram in the North West

Hourly rate distribution of jobs citing Data Modelling in the North West over the 6 months to 31 May 2025.

Hourly rate histogram for Data Modelling in the North West

Data Modelling
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 Data Modelling within the North West region over the 6 months to 31 May 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
Manchester +15 43 £500 -4.76% 49
Cheshire -5 21 £580 +10.48% 5
Merseyside +3 8 £750 +53.85% 4
Lancashire -2 4 £488 -18.75% 33
Cumbria +6 2 - -
Data Modelling
England

Data Modelling
Co-occurring Skills and Capabilities in the North West by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (2.53%) Apache Spark
2 1 (1.27%) Apache Airflow
2 1 (1.27%) SAS
2 1 (1.27%) SharePoint
Business Applications
1 9 (11.39%) Oracle EBS
2 7 (8.86%) SAP S/4HANA
3 1 (1.27%) Misys Midas
3 1 (1.27%) NetSuite
3 1 (1.27%) Shopify
Cloud Services
1 27 (34.18%) Azure
2 16 (20.25%) Power Platform
3 12 (15.19%) Azure Data Factory
4 8 (10.13%) AWS
4 8 (10.13%) GCP
5 5 (6.33%) Dynamics 365
5 5 (6.33%) Snowflake
6 4 (5.06%) Apigee
7 3 (3.80%) Amazon EC2
7 3 (3.80%) Amazon EKS
7 3 (3.80%) Azure Synapse Analytics
7 3 (3.80%) Cloud Computing
7 3 (3.80%) Microsoft 365
8 2 (2.53%) Azure DevOps
8 2 (2.53%) dbt
9 1 (1.27%) Amazon S3
9 1 (1.27%) Azure Cosmos DB
9 1 (1.27%) Azure Storage
9 1 (1.27%) Google Analytics
9 1 (1.27%) Power Automate
Communications & Networking
1 2 (2.53%) Firewall
Database & Business Intelligence
1 16 (20.25%) Power BI
2 13 (16.46%) Data Warehouse
3 12 (15.19%) Data Lake
4 10 (12.66%) NoSQL
5 8 (10.13%) Relational Database
5 8 (10.13%) Siebel EIM
6 7 (8.86%) Metadata
7 6 (7.59%) MongoDB
8 5 (6.33%) Data Vault
9 4 (5.06%) Azure SQL Database
9 4 (5.06%) Big Data
9 4 (5.06%) MySQL
9 4 (5.06%) PostgreSQL
9 4 (5.06%) SQL Server Integration Services
10 3 (3.80%) Bigtable
10 3 (3.80%) Dremio
10 3 (3.80%) Hadoop
10 3 (3.80%) RDBMS
10 3 (3.80%) Tableau
11 2 (2.53%) SQL Server
Development Applications
1 8 (10.13%) ERwin
2 7 (8.86%) Jenkins
3 6 (7.59%) GitLab
4 4 (5.06%) CircleCI
4 4 (5.06%) JIRA
5 3 (3.80%) ER Studio
5 3 (3.80%) SQL Server Management Studio (SSMS)
5 3 (3.80%) Visual Studio
6 2 (2.53%) Cypress.io
7 1 (1.27%) Git
7 1 (1.27%) Rational DOORS
General
1 30 (37.97%) Social Skills
2 24 (30.38%) Finance
3 15 (18.99%) Public Sector
4 13 (16.46%) Analytical Skills
5 9 (11.39%) Banking
6 8 (10.13%) Documentation Skills
6 8 (10.13%) Pharmaceutical
7 5 (6.33%) Manufacturing
8 3 (3.80%) Marketing
8 3 (3.80%) Retail
9 2 (2.53%) Organisational Skills
10 1 (1.27%) Military
Job Titles
1 20 (25.32%) Data Engineer
2 12 (15.19%) Architect
2 12 (15.19%) Developer
3 9 (11.39%) Data Architect
4 8 (10.13%) Migration Engineer
5 7 (8.86%) Senior
5 7 (8.86%) Siebel Developer
6 6 (7.59%) Data Migration Engineer
6 6 (7.59%) Data Modeller
7 5 (6.33%) Analyst
7 5 (6.33%) Consultant
8 4 (5.06%) Data Analytics Specialist
9 3 (3.80%) Business Analyst
9 3 (3.80%) Dynamics 365 Consultant
9 3 (3.80%) Software Engineer
10 2 (2.53%) Digital Transformation
10 2 (2.53%) Information Architect
10 2 (2.53%) SAP Financial Specialist
10 2 (2.53%) Senior Data Modeller
10 2 (2.53%) Solutions Architect
Libraries, Frameworks & Software Standards
1 8 (10.13%) JMS
1 8 (10.13%) SOAP
1 8 (10.13%) Web Services
2 5 (6.33%) Kafka
3 4 (5.06%) OAuth
3 4 (5.06%) RESTful
4 2 (2.53%) GraphQL
4 2 (2.53%) Node.js
4 2 (2.53%) OpenAPI
4 2 (2.53%) Playwright
4 2 (2.53%) Puppeteer
4 2 (2.53%) PySpark
4 2 (2.53%) RabbitMQ
4 2 (2.53%) React
4 2 (2.53%) Swagger
5 1 (1.27%) YAML
Miscellaneous
1 11 (13.92%) Legacy Systems
2 10 (12.66%) Data Structures
3 6 (7.59%) Onboarding
4 4 (5.06%) Cloud Native
4 4 (5.06%) Life Science
4 4 (5.06%) Management Information System
5 2 (2.53%) Data Fabric
5 2 (2.53%) Hybrid Cloud
5 2 (2.53%) Taxonomies
6 1 (1.27%) Data Protection Act
6 1 (1.27%) Enterprise Software
6 1 (1.27%) Insider Threat
6 1 (1.27%) NHS
Operating Systems
1 8 (10.13%) Linux
2 1 (1.27%) Unix
Processes & Methodologies
1 23 (29.11%) Migration
2 20 (25.32%) ETL
3 18 (22.78%) Data Pipeline
4 17 (21.52%) Agile
4 17 (21.52%) Analytics
5 16 (20.25%) Problem-Solving
5 16 (20.25%) Validation
6 14 (17.72%) User Acceptance Testing
7 13 (16.46%) Data Mapping
8 12 (15.19%) Business Intelligence
8 12 (15.19%) CI/CD
8 12 (15.19%) Data Migration
9 10 (12.66%) DevOps
9 10 (12.66%) Knowledge Transfer
10 9 (11.39%) Containerisation
10 9 (11.39%) Performance Tuning
10 9 (11.39%) SDLC
10 9 (11.39%) Test Automation
11 8 (10.13%) Data Engineering
11 8 (10.13%) Inventory Management
Programming Languages
1 42 (53.16%) SQL
2 17 (21.52%) PL/SQL
2 17 (21.52%) Python
3 4 (5.06%) Bash
3 4 (5.06%) Java
3 4 (5.06%) TypeScript
4 3 (3.80%) Data Analysis Expressions
4 3 (3.80%) T-SQL
5 2 (2.53%) Shell Script
6 1 (1.27%) C++
6 1 (1.27%) R
6 1 (1.27%) Search Processing Language
Qualifications
1 16 (20.25%) Security Cleared
2 11 (13.92%) Degree
2 11 (13.92%) SC Cleared
3 5 (6.33%) BPSS Clearance
3 5 (6.33%) Master's Degree
4 2 (2.53%) CCNA
4 2 (2.53%) CCNP
4 2 (2.53%) Cisco Certification
Quality Assurance & Compliance
1 12 (15.19%) Data Quality
2 4 (5.06%) QA
3 3 (3.80%) Accessibility
3 3 (3.80%) PMO
4 1 (1.27%) GDPR
4 1 (1.27%) HIPAA
4 1 (1.27%) MISRA
4 1 (1.27%) MISRA C
System Software
1 7 (8.86%) Docker
Systems Management
1 9 (11.39%) Kubernetes
2 3 (3.80%) Ansible
2 3 (3.80%) Terraform
3 2 (2.53%) Grafana
3 2 (2.53%) Prometheus
Vendors
1 21 (26.58%) Oracle
2 17 (21.52%) Databricks
3 13 (16.46%) Microsoft
4 8 (10.13%) Siebel
5 7 (8.86%) SAP
6 5 (6.33%) Ariba
6 5 (6.33%) Google
6 5 (6.33%) Informatica
7 4 (5.06%) Talend
8 3 (3.80%) Fortinet
8 3 (3.80%) IDERA
8 3 (3.80%) Infoblox
8 3 (3.80%) ServiceNow
9 2 (2.53%) Anaplan
9 2 (2.53%) Hyperion
9 2 (2.53%) PagerDuty
10 1 (1.27%) Atlassian
10 1 (1.27%) MuleSoft
10 1 (1.27%) Splunk