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 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 52 55 89
Rank change year-on-year +3 +34 -12
Contract jobs citing Data Modelling 135 157 150
As % of all contract jobs advertised in the North of England 4.10% 3.29% 2.57%
As % of the Processes & Methodologies category 4.55% 3.84% 2.84%
Number of daily rates quoted 87 118 114
10th Percentile £363 £404 £425
25th Percentile £425 £450 £463
Median daily rate (50th Percentile) £550 £525 £575
Median % change year-on-year +4.76% -8.70% +9.52%
75th Percentile £638 £615 £630
90th Percentile £700 £691 £700
England median daily rate £534 £550 £575
% change year-on-year -2.95% -4.35% -
Number of hourly rates quoted 5 1 2
10th Percentile £74.18 - £38.10
25th Percentile £84.19 £66.25 £42.75
Median hourly rate £91.69 £67.50 £50.50
Median % change year-on-year +35.84% +33.66% +175.20%
75th Percentile £102.00 £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 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 2,966 4,089 5,288
As % of all contract IT jobs advertised in the North of England 90.02% 85.76% 90.72%
Number of daily rates quoted 1,908 2,506 3,674
10th Percentile £263 £300 £302
25th Percentile £378 £400 £413
Median daily rate (50th Percentile) £475 £500 £500
Median % change year-on-year -5.00% - +5.26%
75th Percentile £563 £588 £600
90th Percentile £650 £675 £688
England median daily rate £525 £525 £550
% change year-on-year - -4.55% +2.33%
Number of hourly rates quoted 154 355 207
10th Percentile £13.83 £11.03 £10.63
25th Percentile £18.20 £12.45 £15.25
Median hourly rate £28.75 £17.50 £27.70
Median % change year-on-year +64.29% -36.82% +49.73%
75th Percentile £55.76 £44.41 £45.05
90th Percentile £82.56 £53.90 £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 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 1 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 1 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 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
North West +14 88 £550 +4.76% 86
Yorkshire -25 29 £495 -11.13% 56
North East +9 18 £390 -14.10% 8
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 10 (7.41%) Apache Airflow
2 5 (3.70%) Apache
3 2 (1.48%) Apache Spark
3 2 (1.48%) Jupyter
4 1 (0.74%) SAS
4 1 (0.74%) SharePoint
Applications
1 7 (5.19%) Microsoft Excel
2 2 (1.48%) Microsoft PowerPoint
Business Applications
1 14 (10.37%) SAP S/4HANA
2 9 (6.67%) Oracle EBS
3 4 (2.96%) Dynamics CRM
4 3 (2.22%) SAP ERP
5 2 (1.48%) Misys Midas
5 2 (1.48%) Sparx Enterprise Architect
6 1 (0.74%) NetSuite
6 1 (0.74%) Salesforce CRM
6 1 (0.74%) Shopify
Cloud Services
1 43 (31.85%) Azure
2 27 (20.00%) Power Platform
3 18 (13.33%) Azure Data Factory
3 18 (13.33%) GCP
4 17 (12.59%) AWS
5 10 (7.41%) Cloud Computing
5 10 (7.41%) Snowflake
6 8 (5.93%) Azure Synapse Analytics
6 8 (5.93%) Dynamics 365
7 6 (4.44%) Amazon S3
7 6 (4.44%) dbt
7 6 (4.44%) Microsoft 365
8 5 (3.70%) PowerApps
9 4 (2.96%) AWS Lambda
9 4 (2.96%) Salesforce Sales Cloud
9 4 (2.96%) Salesforce Service Cloud
9 4 (2.96%) Serverless
10 3 (2.22%) Amazon EMR
10 3 (2.22%) Apigee
10 3 (2.22%) Power Automate
Communications & Networking
1 2 (1.48%) Firewall
1 2 (1.48%) SMS
Database & Business Intelligence
1 27 (20.00%) Power BI
2 18 (13.33%) Data Lake
3 16 (11.85%) Data Warehouse
4 12 (8.89%) Metadata
4 12 (8.89%) NoSQL
5 9 (6.67%) SQL Server Integration Services
6 8 (5.93%) Relational Database
6 8 (5.93%) Tableau
7 7 (5.19%) Big Data
8 6 (4.44%) Amazon Redshift
8 6 (4.44%) Data Vault
8 6 (4.44%) Metadata Repository
8 6 (4.44%) SQL Server
9 5 (3.70%) BigQuery
9 5 (3.70%) Data Mining
9 5 (3.70%) Flink
9 5 (3.70%) MongoDB
9 5 (3.70%) PostgreSQL
9 5 (3.70%) Siebel EIM
10 4 (2.96%) Azure SQL Database
Development Applications
1 13 (9.63%) ERwin
2 7 (5.19%) GitLab
3 6 (4.44%) Jenkins
4 3 (2.22%) CircleCI
4 3 (2.22%) ER Studio
4 3 (2.22%) JIRA
4 3 (2.22%) SQL Server Management Studio (SSMS)
4 3 (2.22%) Visual Studio
5 2 (1.48%) Git
5 2 (1.48%) PowerDesigner
5 2 (1.48%) Rational DOORS
6 1 (0.74%) Cypress.io
General
1 54 (40.00%) Social Skills
2 24 (17.78%) Finance
3 21 (15.56%) Public Sector
4 20 (14.81%) Analytical Skills
5 12 (8.89%) Banking
6 11 (8.15%) Manufacturing
7 8 (5.93%) Documentation Skills
8 6 (4.44%) Automotive
8 6 (4.44%) Pharmaceutical
9 5 (3.70%) Marketing
10 4 (2.96%) Military
11 3 (2.22%) Presentation Skills
12 1 (0.74%) Legal
12 1 (0.74%) Organisational Skills
12 1 (0.74%) Retail
Job Titles
1 35 (25.93%) Data Engineer
2 24 (17.78%) Architect
3 18 (13.33%) Developer
4 17 (12.59%) Data Architect
5 15 (11.11%) Senior
6 12 (8.89%) Data Modeller
7 10 (7.41%) Analyst
8 8 (5.93%) Migration Engineer
9 6 (4.44%) Data Migration Engineer
10 5 (3.70%) Business Analyst
10 5 (3.70%) Lead
10 5 (3.70%) Solutions Architect
11 4 (2.96%) Consultant
11 4 (2.96%) Data Analyst
11 4 (2.96%) Data Analytics Specialist
11 4 (2.96%) Senior Architect
11 4 (2.96%) Senior Data Architect
11 4 (2.96%) Siebel Developer
12 3 (2.22%) Salesforce Developer
12 3 (2.22%) Software Engineer
Libraries, Frameworks & Software Standards
1 9 (6.67%) Kafka
1 9 (6.67%) PySpark
2 5 (3.70%) JMS
2 5 (3.70%) SOAP
2 5 (3.70%) Web Services
3 4 (2.96%) Lightning Web Components
4 3 (2.22%) D3.js
4 3 (2.22%) JSON
4 3 (2.22%) OAuth
4 3 (2.22%) RESTful
4 3 (2.22%) Spring Boot
5 2 (1.48%) FIX Protocol
5 2 (1.48%) FpML
5 2 (1.48%) Node.js
5 2 (1.48%) RabbitMQ
5 2 (1.48%) React
5 2 (1.48%) REST
5 2 (1.48%) Spring
5 2 (1.48%) Swagger
5 2 (1.48%) XML
Miscellaneous
1 15 (11.11%) Legacy Systems
2 14 (10.37%) Data Structures
3 7 (5.19%) Onboarding
4 6 (4.44%) Industry 4.0
4 6 (4.44%) Manufacturing Execution System
5 5 (3.70%) Management Information System
6 4 (2.96%) Life Science
7 3 (2.22%) Cloud Native
8 2 (1.48%) Data Protection Act
8 2 (1.48%) Enterprise Software
8 2 (1.48%) Reference Data
8 2 (1.48%) Taxonomies
8 2 (1.48%) Team-Oriented Environment
9 1 (0.74%) FMCG
9 1 (0.74%) Insider Threat
9 1 (0.74%) NHS
9 1 (0.74%) Self-Motivation
Operating Systems
1 5 (3.70%) Linux
2 1 (0.74%) Unix
Processes & Methodologies
1 44 (32.59%) ETL
2 40 (29.63%) Problem-Solving
3 39 (28.89%) Agile
4 34 (25.19%) Analytics
5 27 (20.00%) Data Pipeline
5 27 (20.00%) Migration
6 23 (17.04%) Business Intelligence
7 20 (14.81%) CI/CD
8 18 (13.33%) Validation
8 18 (13.33%) Visualisation
9 17 (12.59%) Data Migration
9 17 (12.59%) ERP
9 17 (12.59%) User Acceptance Testing
10 15 (11.11%) Decision-Making
11 14 (10.37%) Data Architecture
11 14 (10.37%) Data Engineering
12 13 (9.63%) API Integration
12 13 (9.63%) Data Mapping
12 13 (9.63%) Knowledge Transfer
12 13 (9.63%) Roadmaps
Programming Languages
1 69 (51.11%) SQL
2 33 (24.44%) Python
3 16 (11.85%) PL/SQL
4 6 (4.44%) Data Analysis Expressions
4 6 (4.44%) Java
4 6 (4.44%) T-SQL
5 4 (2.96%) Apex Code
5 4 (2.96%) TypeScript
6 3 (2.22%) Bash
7 2 (1.48%) ABAP
7 2 (1.48%) C++
7 2 (1.48%) R
7 2 (1.48%) Scala
7 2 (1.48%) Shell Script
8 1 (0.74%) JavaScript
8 1 (0.74%) Search Processing Language
Qualifications
1 20 (14.81%) Degree
1 20 (14.81%) Security Cleared
2 12 (8.89%) Master's Degree
3 11 (8.15%) SC Cleared
4 10 (7.41%) BPSS Clearance
5 6 (4.44%) Computer Science Degree
6 2 (1.48%) CCNA
6 2 (1.48%) CCNP
6 2 (1.48%) Cisco Certification
6 2 (1.48%) CTC Cleared
7 1 (0.74%) Microsoft Certification
Quality Assurance & Compliance
1 20 (14.81%) Data Quality
2 5 (3.70%) QA
3 4 (2.96%) Accessibility
4 3 (2.22%) PMO
5 2 (1.48%) GDPR
5 2 (1.48%) MISRA
5 2 (1.48%) MISRA C
6 1 (0.74%) HIPAA
System Software
1 7 (5.19%) Docker
Systems Management
1 8 (5.93%) Kubernetes
2 6 (4.44%) MOM
2 6 (4.44%) Terraform
3 3 (2.22%) Ansible
4 1 (0.74%) Grafana
4 1 (0.74%) Prometheus
Vendors
1 25 (18.52%) Databricks
2 22 (16.30%) Oracle
3 20 (14.81%) Microsoft
3 20 (14.81%) SAP
4 11 (8.15%) Google
5 6 (4.44%) Rockwell
5 6 (4.44%) Siemens
5 6 (4.44%) Talend
6 5 (3.70%) Ariba
6 5 (3.70%) Informatica
6 5 (3.70%) Siebel
7 4 (2.96%) Salesforce
8 3 (2.22%) Fortinet
8 3 (2.22%) IDERA
8 3 (2.22%) Infoblox
8 3 (2.22%) ServiceNow
9 2 (1.48%) Anaplan
9 2 (1.48%) Atlassian
9 2 (1.48%) Liquidlogic
9 2 (1.48%) Sparx