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 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 43 57 107
Rank change year-on-year +14 +50 -42
Contract jobs citing Data Modelling 88 83 50
As % of all contract jobs advertised in the North West 4.47% 3.01% 1.57%
As % of the Processes & Methodologies category 4.95% 3.49% 1.73%
Number of daily rates quoted 61 63 41
10th Percentile £419 £413 £390
25th Percentile £463 £463 £444
Median daily rate (50th Percentile) £550 £525 £525
Median % change year-on-year +4.76% - -1.18%
75th Percentile £638 £588 £650
90th Percentile £700 £650 £700
England median daily rate £534 £550 £575
% change year-on-year -2.95% -4.35% -
Number of hourly rates quoted 1 1 2
10th Percentile - - £38.10
25th Percentile £67.50 £66.25 £42.75
Median hourly rate £70.00 £67.50 £50.50
Median % change year-on-year +3.70% +33.66% +175.20%
75th Percentile £72.50 £68.75 £58.25
90th Percentile - - £62.90
England median hourly rate £54.00 £48.50 £44.38
% change year-on-year +11.34% +9.30% -13.83%

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 1,776 2,377 2,894
As % of all contract IT jobs advertised in the North West 90.24% 86.28% 90.61%
Number of daily rates quoted 1,147 1,519 2,058
10th Percentile £300 £306 £313
25th Percentile £393 £405 £413
Median daily rate (50th Percentile) £475 £500 £500
Median % change year-on-year -5.00% - +5.26%
75th Percentile £575 £593 £588
90th Percentile £661 £688 £675
England median daily rate £525 £525 £550
% change year-on-year - -4.55% +2.33%
Number of hourly rates quoted 108 244 144
10th Percentile £15.97 £10.95 £16.85
25th Percentile £22.66 £13.30 £21.25
Median hourly rate £31.88 £21.00 £35.00
Median % change year-on-year +51.81% -40.00% +70.82%
75th Percentile £60.00 £45.22 £48.91
90th Percentile £83.96 £57.50 £65.00
England median hourly rate £29.07 £36.00 £37.50
% change year-on-year -19.25% -4.00% +53.06%

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 1 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
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 1 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 49 £500 -4.76% 50
Cheshire +2 25 £580 +10.48% 16
Merseyside +10 10 £625 +28.21% 7
Lancashire +3 3 - - 28
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 4 (4.55%) Apache Airflow
2 2 (2.27%) Apache Spark
3 1 (1.14%) SAS
3 1 (1.14%) SharePoint
Applications
1 3 (3.41%) Microsoft Excel
Business Applications
1 13 (14.77%) SAP S/4HANA
2 9 (10.23%) Oracle EBS
3 3 (3.41%) Dynamics CRM
4 2 (2.27%) Misys Midas
5 1 (1.14%) NetSuite
5 1 (1.14%) Shopify
Cloud Services
1 29 (32.95%) Azure
2 17 (19.32%) Power Platform
3 10 (11.36%) Azure Data Factory
3 10 (11.36%) GCP
3 10 (11.36%) Snowflake
4 9 (10.23%) AWS
5 6 (6.82%) Dynamics 365
5 6 (6.82%) Microsoft 365
6 5 (5.68%) dbt
7 4 (4.55%) PowerApps
8 3 (3.41%) Amazon EC2
8 3 (3.41%) Amazon EKS
8 3 (3.41%) Apigee
8 3 (3.41%) Cloud Computing
9 2 (2.27%) Amazon S3
9 2 (2.27%) Azure DevOps
9 2 (2.27%) GitHub
10 1 (1.14%) AWS Lambda
10 1 (1.14%) Power Automate
10 1 (1.14%) Serverless
Communications & Networking
1 2 (2.27%) Firewall
Database & Business Intelligence
1 17 (19.32%) Power BI
2 13 (14.77%) Data Warehouse
3 11 (12.50%) Data Lake
4 10 (11.36%) NoSQL
5 8 (9.09%) Relational Database
6 6 (6.82%) SQL Server Integration Services
6 6 (6.82%) Tableau
7 5 (5.68%) Data Mining
7 5 (5.68%) Data Vault
7 5 (5.68%) Metadata
7 5 (5.68%) MongoDB
7 5 (5.68%) Siebel EIM
8 4 (4.55%) Amazon Redshift
8 4 (4.55%) Azure SQL Database
8 4 (4.55%) Big Data
8 4 (4.55%) MySQL
8 4 (4.55%) PostgreSQL
9 3 (3.41%) BigQuery
9 3 (3.41%) Bigtable
9 3 (3.41%) RDBMS
Development Applications
1 8 (9.09%) ERwin
2 6 (6.82%) Jenkins
3 5 (5.68%) GitLab
4 3 (3.41%) CircleCI
4 3 (3.41%) ER Studio
4 3 (3.41%) JIRA
4 3 (3.41%) SQL Server Management Studio (SSMS)
4 3 (3.41%) Visual Studio
5 2 (2.27%) Rational DOORS
6 1 (1.14%) Cypress.io
6 1 (1.14%) Git
General
1 34 (38.64%) Social Skills
2 16 (18.18%) Finance
3 15 (17.05%) Public Sector
4 13 (14.77%) Analytical Skills
5 11 (12.50%) Manufacturing
6 9 (10.23%) Banking
7 8 (9.09%) Documentation Skills
8 6 (6.82%) Automotive
8 6 (6.82%) Pharmaceutical
9 5 (5.68%) Marketing
10 2 (2.27%) Military
11 1 (1.14%) Retail
Job Titles
1 24 (27.27%) Data Engineer
2 14 (15.91%) Architect
3 11 (12.50%) Data Architect
3 11 (12.50%) Senior
4 9 (10.23%) Developer
5 8 (9.09%) Migration Engineer
6 6 (6.82%) Data Migration Engineer
6 6 (6.82%) Data Modeller
7 4 (4.55%) Consultant
7 4 (4.55%) Data Analytics Specialist
7 4 (4.55%) Siebel Developer
8 3 (3.41%) Analyst
8 3 (3.41%) Senior Architect
8 3 (3.41%) Senior Data Architect
8 3 (3.41%) Software Engineer
9 2 (2.27%) Business Analyst
9 2 (2.27%) C++ Software Engineer
9 2 (2.27%) QA Engineer
9 2 (2.27%) Senior Data Modeller
9 2 (2.27%) Solutions Architect
Libraries, Frameworks & Software Standards
1 5 (5.68%) JMS
1 5 (5.68%) Kafka
1 5 (5.68%) SOAP
1 5 (5.68%) Web Services
2 3 (3.41%) D3.js
2 3 (3.41%) OAuth
2 3 (3.41%) RESTful
3 2 (2.27%) Node.js
3 2 (2.27%) OpenAPI
3 2 (2.27%) PySpark
3 2 (2.27%) RabbitMQ
3 2 (2.27%) React
3 2 (2.27%) REST
3 2 (2.27%) Swagger
4 1 (1.14%) GraphQL
4 1 (1.14%) Playwright
4 1 (1.14%) Puppeteer
4 1 (1.14%) YAML
Miscellaneous
1 15 (17.05%) Legacy Systems
2 9 (10.23%) Data Structures
3 6 (6.82%) Industry 4.0
3 6 (6.82%) Manufacturing Execution System
3 6 (6.82%) Onboarding
4 5 (5.68%) Management Information System
5 4 (4.55%) Life Science
6 3 (3.41%) Cloud Native
7 2 (2.27%) Taxonomies
8 1 (1.14%) Data Protection Act
8 1 (1.14%) Enterprise Software
8 1 (1.14%) Insider Threat
8 1 (1.14%) NHS
Operating Systems
1 5 (5.68%) Linux
2 1 (1.14%) Unix
Processes & Methodologies
1 25 (28.41%) Agile
1 25 (28.41%) ETL
2 24 (27.27%) Analytics
2 24 (27.27%) Problem-Solving
3 22 (25.00%) Migration
4 16 (18.18%) Data Pipeline
4 16 (18.18%) Validation
5 14 (15.91%) User Acceptance Testing
6 13 (14.77%) Business Intelligence
6 13 (14.77%) CI/CD
6 13 (14.77%) Data Mapping
6 13 (14.77%) Knowledge Transfer
7 12 (13.64%) Data Migration
8 10 (11.36%) Data Engineering
8 10 (11.36%) Decision-Making
8 10 (11.36%) DevOps
8 10 (11.36%) Workshop Facilitation
9 9 (10.23%) Data Architecture
9 9 (10.23%) Quality Management
9 9 (10.23%) Roadmaps
Programming Languages
1 44 (50.00%) SQL
2 19 (21.59%) Python
3 14 (15.91%) PL/SQL
4 4 (4.55%) TypeScript
5 3 (3.41%) Bash
5 3 (3.41%) Data Analysis Expressions
5 3 (3.41%) Java
5 3 (3.41%) T-SQL
6 2 (2.27%) C++
6 2 (2.27%) Shell Script
7 1 (1.14%) JavaScript
7 1 (1.14%) R
7 1 (1.14%) Search Processing Language
Qualifications
1 16 (18.18%) Degree
2 12 (13.64%) Security Cleared
3 11 (12.50%) Master's Degree
4 8 (9.09%) BPSS Clearance
5 6 (6.82%) Computer Science Degree
5 6 (6.82%) SC Cleared
6 2 (2.27%) CCNA
6 2 (2.27%) CCNP
6 2 (2.27%) Cisco Certification
Quality Assurance & Compliance
1 12 (13.64%) Data Quality
2 4 (4.55%) Accessibility
2 4 (4.55%) QA
3 3 (3.41%) PMO
4 2 (2.27%) MISRA
4 2 (2.27%) MISRA C
5 1 (1.14%) GDPR
5 1 (1.14%) HIPAA
System Software
1 6 (6.82%) Docker
Systems Management
1 8 (9.09%) Kubernetes
2 6 (6.82%) MOM
3 3 (3.41%) Ansible
4 2 (2.27%) Terraform
5 1 (1.14%) Grafana
5 1 (1.14%) Prometheus
Vendors
1 21 (23.86%) Oracle
2 18 (20.45%) Databricks
3 14 (15.91%) SAP
4 12 (13.64%) Microsoft
5 6 (6.82%) Rockwell
5 6 (6.82%) Siemens
5 6 (6.82%) Talend
6 5 (5.68%) Ariba
6 5 (5.68%) Informatica
6 5 (5.68%) Siebel
7 4 (4.55%) Google
8 3 (3.41%) Fortinet
8 3 (3.41%) IDERA
8 3 (3.41%) Infoblox
8 3 (3.41%) ServiceNow
9 2 (2.27%) Anaplan
9 2 (2.27%) Atlassian
9 2 (2.27%) Hyperion
10 1 (1.14%) Hitachi
10 1 (1.14%) Pega