Data Modelling Contracts in the North of England

Data Modelling
England > North of England

The table below provides summary statistics for contract job vacancies advertised in the North of England 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 18 May 2025, comparing them to the same period in the previous two years.

6 months to
18 May 2025
Same period 2024 Same period 2023
Rank 52 46 92
Rank change year-on-year -6 +46 -13
Contract jobs citing Data Modelling 126 172 140
As % of all contract jobs advertised in the North of England 3.79% 3.70% 2.50%
As % of the Processes & Methodologies category 4.23% 4.33% 2.77%
Number of daily rates quoted 82 130 104
10th Percentile £363 £406 £416
25th Percentile £419 £453 £463
Median daily rate (50th Percentile) £538 £525 £545
Median % change year-on-year +2.38% -3.67% +3.81%
75th Percentile £636 £588 £631
90th Percentile £700 £639 £700
England median daily rate £525 £550 £575
% change year-on-year -4.55% -4.35% -
Number of hourly rates quoted 4 2 2
10th Percentile £72.70 £40.42 £38.10
25th Percentile £80.49 £44.72 £42.75
Median hourly rate £96.85 £53.91 £50.50
Median % change year-on-year +79.63% +6.76% +175.20%
75th Percentile £102.00 £62.34 £58.25
90th Percentile - £66.19 £62.90
England median hourly rate £52.50 £45.00 £44.38
% change year-on-year +16.67% +1.41% -26.04%

All Process and Methodology Skills
North of England

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 of England.

Contract vacancies with a requirement for process or methodology skills 2,980 3,974 5,062
As % of all contract IT jobs advertised in the North of England 89.62% 85.50% 90.49%
Number of daily rates quoted 1,916 2,420 3,486
10th Percentile £263 £300 £300
25th Percentile £375 £401 £413
Median daily rate (50th Percentile) £475 £500 £500
Median % change year-on-year -5.00% - +5.26%
75th Percentile £557 £588 £600
90th Percentile £650 £675 £688
England median daily rate £525 £525 £550
% change year-on-year - -4.55% +1.85%
Number of hourly rates quoted 155 365 203
10th Percentile £13.50 £11.07 £10.63
25th Percentile £18.51 £12.50 £15.36
Median hourly rate £25.43 £17.72 £27.98
Median % change year-on-year +43.51% -36.67% +47.71%
75th Percentile £56.76 £45.00 £44.13
90th Percentile £81.55 £59.00 £65.00
England median hourly rate £28.75 £36.50 £36.25
% change year-on-year -21.23% +0.69% +45.00%

Data Modelling
Job Vacancy Trend in the North of England

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

Job vacancy trend for Data Modelling in the North of England

Data Modelling
Contractor Daily Rate Trend in the North of England

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

Daily rate trend for Data Modelling in the North of England

Data Modelling
Daily Rate Histogram in the North of England

Daily rate distribution for jobs citing Data Modelling in the North of England over the 6 months to 18 May 2025.

Daily rate histogram for Data Modelling in the North of England

Data Modelling
Contractor Hourly Rate Trend in the North of England

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

Hourly rate trend for Data Modelling in the North of England

Data Modelling
Hourly Rate Histogram in the North of England

Hourly rate distribution of jobs citing Data Modelling in the North of England over the 6 months to 18 May 2025.

Hourly rate histogram for Data Modelling in the North of England

Data Modelling
Contract Job Locations in the North of England

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 of England region over the 6 months to 18 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
North West +3 80 £550 +4.76% 108
Yorkshire -26 27 £460 -9.27% 71
North East +7 19 £390 -6.02% 30
Data Modelling
England

Data Modelling
Co-occurring Skills and Capabilities in the North of England 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 9 (7.14%) Apache Airflow
2 5 (3.97%) Apache
3 2 (1.59%) Apache Spark
3 2 (1.59%) Jupyter
4 1 (0.79%) SAS
4 1 (0.79%) SharePoint
Applications
1 4 (3.17%) Microsoft Excel
2 2 (1.59%) Microsoft PowerPoint
Business Applications
1 9 (7.14%) Oracle EBS
2 8 (6.35%) SAP S/4HANA
3 3 (2.38%) Dynamics CRM
3 3 (2.38%) SAP ERP
4 1 (0.79%) Misys Midas
4 1 (0.79%) NetSuite
4 1 (0.79%) Salesforce CRM
4 1 (0.79%) Shopify
4 1 (0.79%) Sparx Enterprise Architect
Cloud Services
1 42 (33.33%) Azure
2 26 (20.63%) Power Platform
3 18 (14.29%) Azure Data Factory
4 16 (12.70%) AWS
4 16 (12.70%) GCP
5 10 (7.94%) Cloud Computing
5 10 (7.94%) Snowflake
6 8 (6.35%) Azure Synapse Analytics
7 7 (5.56%) Dynamics 365
8 6 (4.76%) dbt
9 5 (3.97%) Microsoft 365
10 4 (3.17%) Amazon S3
10 4 (3.17%) Apigee
10 4 (3.17%) PowerApps
11 3 (2.38%) Amazon EC2
11 3 (2.38%) Amazon EKS
11 3 (2.38%) Power Automate
11 3 (2.38%) Salesforce Sales Cloud
11 3 (2.38%) Salesforce Service Cloud
12 2 (1.59%) Amazon SQS
Communications & Networking
1 2 (1.59%) Firewall
1 2 (1.59%) SMS
Database & Business Intelligence
1 26 (20.63%) Power BI
2 18 (14.29%) Data Lake
3 16 (12.70%) Data Warehouse
4 13 (10.32%) Metadata
5 12 (9.52%) NoSQL
6 9 (7.14%) SQL Server Integration Services
7 8 (6.35%) Relational Database
8 7 (5.56%) Big Data
9 6 (4.76%) Data Vault
9 6 (4.76%) MongoDB
9 6 (4.76%) Siebel EIM
9 6 (4.76%) SQL Server
10 5 (3.97%) Amazon Redshift
10 5 (3.97%) Flink
10 5 (3.97%) Metadata Repository
10 5 (3.97%) PostgreSQL
10 5 (3.97%) Tableau
11 4 (3.17%) Azure SQL Database
11 4 (3.17%) BigQuery
11 4 (3.17%) MySQL
Development Applications
1 12 (9.52%) ERwin
2 8 (6.35%) GitLab
3 7 (5.56%) Jenkins
4 4 (3.17%) CircleCI
4 4 (3.17%) JIRA
5 3 (2.38%) ER Studio
5 3 (2.38%) SQL Server Management Studio (SSMS)
5 3 (2.38%) Visual Studio
6 2 (1.59%) Cypress.io
6 2 (1.59%) Git
6 2 (1.59%) PowerDesigner
7 1 (0.79%) Rational DOORS
General
1 44 (34.92%) Social Skills
2 25 (19.84%) Finance
3 21 (16.67%) Public Sector
4 20 (15.87%) Analytical Skills
5 10 (7.94%) Banking
6 8 (6.35%) Documentation Skills
6 8 (6.35%) Pharmaceutical
7 5 (3.97%) Manufacturing
8 4 (3.17%) Marketing
9 3 (2.38%) Military
10 2 (1.59%) Presentation Skills
11 1 (0.79%) Legal
11 1 (0.79%) Organisational Skills
11 1 (0.79%) Retail
Job Titles
1 36 (28.57%) Data Engineer
2 22 (17.46%) Architect
3 17 (13.49%) Developer
4 15 (11.90%) Data Architect
5 13 (10.32%) Senior
6 11 (8.73%) Analyst
6 11 (8.73%) Data Modeller
7 8 (6.35%) Migration Engineer
8 6 (4.76%) Business Analyst
8 6 (4.76%) Data Migration Engineer
9 5 (3.97%) Siebel Developer
9 5 (3.97%) Solutions Architect
10 4 (3.17%) Consultant
10 4 (3.17%) Data Analyst
10 4 (3.17%) Data Analytics Specialist
10 4 (3.17%) Lead
11 3 (2.38%) Software Engineer
12 2 (1.59%) ABAP Developer
12 2 (1.59%) Information Architect
12 2 (1.59%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 9 (7.14%) PySpark
2 8 (6.35%) Kafka
3 6 (4.76%) JMS
3 6 (4.76%) SOAP
3 6 (4.76%) Web Services
4 5 (3.97%) RESTful
5 4 (3.17%) OAuth
6 3 (2.38%) Lightning Web Components
6 3 (2.38%) Spring Boot
7 2 (1.59%) GraphQL
7 2 (1.59%) JSON
7 2 (1.59%) Node.js
7 2 (1.59%) OpenAPI
7 2 (1.59%) Playwright
7 2 (1.59%) Puppeteer
7 2 (1.59%) RabbitMQ
7 2 (1.59%) React
7 2 (1.59%) REST
7 2 (1.59%) Spring
7 2 (1.59%) Swagger
Miscellaneous
1 16 (12.70%) Data Structures
2 11 (8.73%) Legacy Systems
3 7 (5.56%) Onboarding
4 4 (3.17%) Cloud Native
4 4 (3.17%) Life Science
5 3 (2.38%) Data Protection Act
6 2 (1.59%) Data Fabric
6 2 (1.59%) Enterprise Software
6 2 (1.59%) Hybrid Cloud
6 2 (1.59%) Management Information System
6 2 (1.59%) Taxonomies
7 1 (0.79%) FMCG
7 1 (0.79%) Insider Threat
7 1 (0.79%) Mobile App
7 1 (0.79%) NHS
7 1 (0.79%) Reference Data
7 1 (0.79%) Self-Motivation
7 1 (0.79%) Team-Oriented Environment
Operating Systems
1 6 (4.76%) Linux
2 1 (0.79%) Apple iOS
2 1 (0.79%) Unix
Processes & Methodologies
1 41 (32.54%) ETL
2 34 (26.98%) Problem-Solving
3 32 (25.40%) Agile
4 28 (22.22%) Analytics
5 27 (21.43%) Data Pipeline
6 25 (19.84%) Migration
7 22 (17.46%) Business Intelligence
8 20 (15.87%) CI/CD
9 18 (14.29%) Validation
10 17 (13.49%) User Acceptance Testing
11 16 (12.70%) Data Migration
12 15 (11.90%) Data Engineering
12 15 (11.90%) Visualisation
13 13 (10.32%) Data Management
13 13 (10.32%) Data Mapping
14 12 (9.52%) Data Transformation
14 12 (9.52%) Knowledge Transfer
15 11 (8.73%) DevOps
15 11 (8.73%) ERP
16 10 (7.94%) Data Integration
Programming Languages
1 67 (53.17%) SQL
2 33 (26.19%) Python
3 17 (13.49%) PL/SQL
4 7 (5.56%) Java
5 6 (4.76%) Data Analysis Expressions
5 6 (4.76%) T-SQL
6 4 (3.17%) Bash
6 4 (3.17%) TypeScript
7 3 (2.38%) Apex Code
8 2 (1.59%) ABAP
8 2 (1.59%) R
8 2 (1.59%) Scala
8 2 (1.59%) Shell Script
9 1 (0.79%) C++
9 1 (0.79%) Search Processing Language
9 1 (0.79%) Swift
Qualifications
1 19 (15.08%) Security Cleared
2 15 (11.90%) Degree
3 11 (8.73%) SC Cleared
4 6 (4.76%) Master's Degree
5 5 (3.97%) BPSS Clearance
6 2 (1.59%) CCNA
6 2 (1.59%) CCNP
6 2 (1.59%) Cisco Certification
6 2 (1.59%) CTC Cleared
7 1 (0.79%) Microsoft Certification
7 1 (0.79%) SnowPro
Quality Assurance & Compliance
1 20 (15.87%) Data Quality
2 5 (3.97%) Accessibility
2 5 (3.97%) QA
3 3 (2.38%) PMO
4 2 (1.59%) GDPR
5 1 (0.79%) HIPAA
5 1 (0.79%) MISRA
5 1 (0.79%) MISRA C
System Software
1 8 (6.35%) Docker
Systems Management
1 9 (7.14%) Kubernetes
2 8 (6.35%) Terraform
3 3 (2.38%) Ansible
4 2 (1.59%) Grafana
4 2 (1.59%) Prometheus
Vendors
1 24 (19.05%) Databricks
2 20 (15.87%) Oracle
3 19 (15.08%) Microsoft
4 14 (11.11%) SAP
5 12 (9.52%) Google
6 6 (4.76%) Siebel
6 6 (4.76%) Talend
7 5 (3.97%) Ariba
7 5 (3.97%) Informatica
8 3 (2.38%) Fortinet
8 3 (2.38%) IDERA
8 3 (2.38%) Infoblox
8 3 (2.38%) Salesforce
8 3 (2.38%) ServiceNow
9 2 (1.59%) Anaplan
9 2 (1.59%) Hyperion
9 2 (1.59%) Liquidlogic
9 2 (1.59%) PagerDuty
10 1 (0.79%) Hitachi
10 1 (0.79%) IBM