Data Modelling Contract Job Trends in Yorkshire

Data Modelling
England > Yorkshire

The table below provides summary statistics and contractor rates for jobs advertised in Yorkshire requiring Data Modelling skills. It covers contract job vacancies from the 6 months leading up to 28 December 2025, with comparisons to the same periods in the previous two years.

6 months to
28 Dec 2025
Same period 2024 Same period 2023
Rank 69 59 56
Rank change year-on-year -10 -3 +9
Contract jobs citing Data Modelling 61 25 54
As % of all contract jobs in Yorkshire 3.23% 2.25% 3.03%
As % of the Processes & Methodologies category 3.64% 2.61% 3.41%
Number of daily rates quoted 41 16 40
10th Percentile £345 £356 £400
25th Percentile £400 £422 £500
Median daily rate (50th Percentile) £492 £500 £581
Median % change year-on-year -1.60% -13.98% -3.13%
75th Percentile £538 £661 £629
90th Percentile £588 £716 £655
England median daily rate £527 £540 £575
% change year-on-year -2.41% -6.09% -
Number of hourly rates quoted 0 4 0
Median hourly rate - £96.21 -
England median hourly rate £57.30 £52.50 £50.00
% change year-on-year +9.14% +5.00% -27.27%

All Process and Methodology Skills
Yorkshire

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 Yorkshire.

Contract vacancies with a requirement for process or methodology skills 1,676 957 1,582
As % of all contract IT jobs advertised in Yorkshire 88.63% 86.06% 88.83%
Number of daily rates quoted 1,126 569 1,002
10th Percentile £263 £234 £300
25th Percentile £384 £369 £405
Median daily rate (50th Percentile) £480 £475 £500
Median % change year-on-year +1.05% -5.00% -3.19%
75th Percentile £548 £573 £600
90th Percentile £638 £676 £688
England median daily rate £500 £525 £540
% change year-on-year -4.76% -2.78% -1.82%
Number of hourly rates quoted 51 28 30
10th Percentile £14.25 £13.84 £12.62
25th Percentile £17.22 £16.13 £15.55
Median hourly rate £25.15 £21.75 £20.35
Median % change year-on-year +15.63% +6.87% +8.55%
75th Percentile £39.68 £38.75 £23.75
90th Percentile £57.25 £58.04 £44.60
England median hourly rate £25.15 £35.00 £44.50
% change year-on-year -28.14% -21.35% +25.64%

Data Modelling
Job Vacancy Trend in Yorkshire

Historical trend showing the proportion of contract IT job postings citing Data Modelling relative to all contract IT jobs advertised in Yorkshire.

Data Modelling job vacancy trend in Yorkshire

Data Modelling
Daily Rate Trend in Yorkshire

Contractor daily rate distribution trend for jobs in Yorkshire citing Data Modelling.

Contractor daily rate distribution trend for jobs in Yorkshire citing Data Modelling

Data Modelling
Daily Rate Histogram in Yorkshire

Daily rate distribution for jobs citing Data Modelling in Yorkshire over the 6 months to 28 December 2025.

Daily rate histogram for Data Modelling in Yorkshire

Data Modelling
Hourly Rate Trend in Yorkshire

Contractor hourly rate distribution trend for jobs in Yorkshire citing Data Modelling.

Contractor hourly rate distribution trend for jobs in Yorkshire citing Data Modelling

Data Modelling
Contract Job Locations in Yorkshire

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 Yorkshire region over the 6 months to 28 December 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
West Yorkshire 0 33 £500 -6.98% 80
South Yorkshire -31 27 £438 -23.83% 33
North Yorkshire +3 1 £700 +132.95% 18
Data Modelling
England

Data Modelling
Co-Occurring Skills & Capabilities in Yorkshire 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 3 (4.92%) SharePoint
2 2 (3.28%) Apache Spark
Applications
1 11 (18.03%) Microsoft Excel
2 5 (8.20%) Chatbot
3 2 (3.28%) Spreadsheet
4 1 (1.64%) Microsoft Project
Business Applications
1 6 (9.84%) SAP S/4HANA
2 3 (4.92%) Dynamics CRM
3 2 (3.28%) SAP ERP
4 1 (1.64%) NetSuite
4 1 (1.64%) SAP Retail
Cloud Services
1 22 (36.07%) Power Platform
2 14 (22.95%) Azure
3 10 (16.39%) AWS
4 7 (11.48%) GitHub
5 6 (9.84%) GCP
6 4 (6.56%) Amazon S3
6 4 (6.56%) Azure Data Factory
6 4 (6.56%) Power Automate
7 3 (4.92%) Azure Synapse Analytics
7 3 (4.92%) Dynamics 365
7 3 (4.92%) Microsoft 365
7 3 (4.92%) Snowflake
8 2 (3.28%) Azure API Management
9 1 (1.64%) Amazon CloudWatch
9 1 (1.64%) AWS Lambda
9 1 (1.64%) Azure DevOps
9 1 (1.64%) Azure Logic Apps
9 1 (1.64%) PowerApps
9 1 (1.64%) Salesforce Service Cloud
9 1 (1.64%) Serverless
Communications & Networking
1 4 (6.56%) Firewall
1 4 (6.56%) Internet
Database & Business Intelligence
1 22 (36.07%) Power BI
2 12 (19.67%) Power Query
3 10 (16.39%) Data Warehouse
4 9 (14.75%) Relational Database
5 8 (13.11%) NoSQL
5 8 (13.11%) PostgreSQL
5 8 (13.11%) PowerPivot
6 6 (9.84%) MySQL
6 6 (9.84%) RDBMS
7 4 (6.56%) SQL Server
8 3 (4.92%) Amazon Redshift
8 3 (4.92%) Tableau
9 2 (3.28%) Azure SQL Database
9 2 (3.28%) GIS
9 2 (3.28%) MongoDB
9 2 (3.28%) SAP BW
9 2 (3.28%) SAP HANA
10 1 (1.64%) Electronic Patient Records
10 1 (1.64%) Lumira
10 1 (1.64%) Star Schema
Development Applications
1 6 (9.84%) Jenkins
1 6 (9.84%) PyCharm
2 5 (8.20%) Jaeger
3 1 (1.64%) ERwin
3 1 (1.64%) JIRA
General
1 35 (57.38%) Social Skills
2 25 (40.98%) Finance
3 21 (34.43%) Analytical Skills
4 18 (29.51%) Banking
5 7 (11.48%) Public Sector
6 4 (6.56%) Financial Institution
7 3 (4.92%) Health Technology
7 3 (4.92%) Telecoms
8 2 (3.28%) Manufacturing
8 2 (3.28%) Retail
9 1 (1.64%) Digital Healthcare
9 1 (1.64%) Documentation Skills
9 1 (1.64%) Inclusion and Diversity
9 1 (1.64%) Organisational Skills
9 1 (1.64%) Retail Banking
Job Titles
1 19 (31.15%) Analyst
2 9 (14.75%) Data Analyst
2 9 (14.75%) Senior
3 7 (11.48%) Business Analyst
3 7 (11.48%) Strategy Analyst
4 6 (9.84%) Developer
4 6 (9.84%) Senior Analyst
5 5 (8.20%) Artificial Intelligence Engineer
5 5 (8.20%) Full-Stack Engineer
6 4 (6.56%) Architect
6 4 (6.56%) Consultant
6 4 (6.56%) Data Engineer
7 3 (4.92%) Design Engineer
7 3 (4.92%) Integration Engineer
7 3 (4.92%) PMO Analyst
7 3 (4.92%) SAP Consultant
7 3 (4.92%) Senior Business Analyst
7 3 (4.92%) Senior Data Analyst
7 3 (4.92%) Solutions Architect
7 3 (4.92%) Voice Engineer
Libraries, Frameworks & Software Standards
1 6 (9.84%) NumPy
1 6 (9.84%) Pandas
1 6 (9.84%) Spring Boot
1 6 (9.84%) TensorFlow
2 5 (8.20%) FHIR
2 5 (8.20%) Kafka
2 5 (8.20%) Middleware
2 5 (8.20%) OpenTelemetry
3 2 (3.28%) .NET
3 2 (3.28%) RESTful
4 1 (1.64%) AngularJS
4 1 (1.64%) EDI
4 1 (1.64%) EDIFACT
4 1 (1.64%) J2EE
4 1 (1.64%) JPA
4 1 (1.64%) Lightning Web Components
4 1 (1.64%) PySpark
4 1 (1.64%) React
4 1 (1.64%) Spring
4 1 (1.64%) Visualforce
Miscellaneous
1 5 (8.20%) Algorithms
1 5 (8.20%) Distributed Systems
1 5 (8.20%) Management Information System
1 5 (8.20%) NHS
2 4 (6.56%) Cloud Native
2 4 (6.56%) Clustering
2 4 (6.56%) Online Banking
2 4 (6.56%) Product Ownership
3 3 (4.92%) Data Centre
3 3 (4.92%) Data Protection Act
3 3 (4.92%) Data Structures
3 3 (4.92%) Onboarding
4 1 (1.64%) Legacy Systems
4 1 (1.64%) Low-Code
4 1 (1.64%) Reference Data
Operating Systems
1 7 (11.48%) Linux
2 3 (4.92%) Unix
Processes & Methodologies
1 23 (37.70%) Business Intelligence
2 21 (34.43%) Data Governance
3 20 (32.79%) Analytics
4 18 (29.51%) Decision-Making
4 18 (29.51%) Problem-Solving
4 18 (29.51%) Stakeholder Management
5 17 (27.87%) Agile
6 13 (21.31%) Actionable Insight
6 13 (21.31%) DevOps
6 13 (21.31%) Microservices
6 13 (21.31%) Visualisation
7 11 (18.03%) Computer Science
8 10 (16.39%) CI/CD
8 10 (16.39%) Dashboard Development
8 10 (16.39%) Data Analysis
8 10 (16.39%) GAP Analysis
8 10 (16.39%) Migration
9 9 (14.75%) Application Security
9 9 (14.75%) Risk Analytics
9 9 (14.75%) Strategic Thinking
Programming Languages
1 25 (40.98%) SQL
2 22 (36.07%) Python
3 9 (14.75%) VBA
4 8 (13.11%) Java
5 5 (8.20%) Rust
6 4 (6.56%) Data Analysis Expressions
7 3 (4.92%) Bash
7 3 (4.92%) PowerShell
7 3 (4.92%) Search Processing Language
8 2 (3.28%) JavaScript
9 1 (1.64%) ActionScript
9 1 (1.64%) ActionScript 2.0
9 1 (1.64%) Apex Code
9 1 (1.64%) C++
9 1 (1.64%) SOQL
Qualifications
1 15 (24.59%) Degree
2 3 (4.92%) Security Cleared
3 2 (3.28%) BPSS Clearance
3 2 (3.28%) Computer Science Degree
4 1 (1.64%) SAP Certification
Quality Assurance & Compliance
1 8 (13.11%) Data Quality
2 4 (6.56%) PMO
3 3 (4.92%) HIPAA
3 3 (4.92%) HL7
3 3 (4.92%) SOC 2
4 1 (1.64%) Actionable Recommendations
4 1 (1.64%) GDPR
System Software
1 8 (13.11%) Docker
Systems Management
1 8 (13.11%) Kubernetes
2 6 (9.84%) Terraform
3 5 (8.20%) Grafana
3 5 (8.20%) Kiali
3 5 (8.20%) Prometheus
4 3 (4.92%) Ansible
Vendors
1 9 (14.75%) Microsoft
2 8 (13.11%) Splunk
3 6 (9.84%) SAP
4 2 (3.28%) Brio
4 2 (3.28%) Databricks
4 2 (3.28%) ESRI
4 2 (3.28%) Oracle
5 1 (1.64%) IFS
5 1 (1.64%) Infor
5 1 (1.64%) Salesforce