Data Modelling Job Trends in Yorkshire

Data Modelling
England > Yorkshire

The table below provides summary statistics and salary benchmarking for jobs advertised in Yorkshire requiring Data Modelling skills. It covers permanent job vacancies from the 6 months leading up to 22 December 2025, with comparisons to the same periods in the previous two years.

6 months to
22 Dec 2025
Same period 2024 Same period 2023
Rank 84 91 75
Rank change year-on-year +7 -16 +55
Permanent jobs citing Data Modelling 84 69 102
As % of all permanent jobs in Yorkshire 2.46% 2.05% 3.68%
As % of the Processes & Methodologies category 2.98% 2.29% 3.87%
Number of salaries quoted 64 28 54
10th Percentile £54,125 £42,125 £35,375
25th Percentile £60,938 £43,505 £41,250
Median annual salary (50th Percentile) £70,000 £53,750 £50,000
Median % change year-on-year +30.23% +7.50% -23.08%
75th Percentile £75,000 £67,688 £67,500
90th Percentile £88,375 £76,250 £79,250
England median annual salary £70,000 £65,000 £67,500
% change year-on-year +7.69% -3.70% +3.85%

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 permanent job vacancies requiring process or methodology skills in Yorkshire.

Permanent vacancies with a requirement for process or methodology skills 2,819 3,009 2,635
As % of all permanent jobs advertised in Yorkshire 82.45% 89.23% 94.99%
Number of salaries quoted 1,598 1,171 2,052
10th Percentile £27,500 £30,000 £28,806
25th Percentile £30,500 £41,177 £39,250
Median annual salary (50th Percentile) £49,000 £52,500 £52,500
Median % change year-on-year -6.67% - -4.34%
75th Percentile £70,000 £69,500 £67,500
90th Percentile £85,000 £81,250 £84,056
England median annual salary £55,000 £60,000 £60,000
% change year-on-year -8.33% - -4.00%

Data Modelling
Job Vacancy Trend in Yorkshire

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

Data Modelling job vacancy trend in Yorkshire

Data Modelling
Salary Trend in Yorkshire

Salary distribution trend for jobs in Yorkshire citing Data Modelling.

Salary distribution trend for jobs in Yorkshire citing Data Modelling

Data Modelling
Salary Histogram in Yorkshire

Salary distribution for jobs citing Data Modelling in Yorkshire over the 6 months to 22 December 2025.

Salary histogram for Data Modelling in Yorkshire

Data Modelling
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Modelling within the Yorkshire region over the 6 months to 22 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
West Yorkshire +14 73 £70,000 +23.19% 57
South Yorkshire -17 6 £67,500 +58.82% 27
North Yorkshire - 2 £53,750 - 15
East Yorkshire - 1 £77,500 - 8
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 8 (9.52%) Apache Spark
2 7 (8.33%) Apache
3 5 (5.95%) Confluence
4 1 (1.19%) Apache Airflow
4 1 (1.19%) SharePoint
Applications
1 2 (2.38%) Microsoft Excel
Business Applications
1 3 (3.57%) Dynamics CRM
2 2 (2.38%) Markit EDM
Cloud Services
1 51 (60.71%) Azure
2 37 (44.05%) AWS
3 28 (33.33%) Serverless
4 11 (13.10%) Power Platform
5 8 (9.52%) Azure DevOps
5 8 (9.52%) SaaS
6 7 (8.33%) Amazon S3
6 7 (8.33%) AWS Lambda
7 6 (7.14%) AWS CloudFormation
7 6 (7.14%) Microsoft 365
8 5 (5.95%) GCP
9 4 (4.76%) dbt
10 3 (3.57%) Amazon SQS
10 3 (3.57%) AWS Step Functions
10 3 (3.57%) GitHub
11 2 (2.38%) Azure Synapse Analytics
11 2 (2.38%) PowerApps
11 2 (2.38%) Snowflake
12 1 (1.19%) Azure Data Factory
12 1 (1.19%) Dynamics 365
Database & Business Intelligence
1 21 (25.00%) Data Warehouse
2 13 (15.48%) Data Lake
3 10 (11.90%) Metadata
4 9 (10.71%) Data Vault
5 8 (9.52%) Amazon Redshift
5 8 (9.52%) Power BI
6 5 (5.95%) Delta Lake
7 4 (4.76%) SQL Server
7 4 (4.76%) SQL Server Reporting Services
8 3 (3.57%) Amazon Aurora
8 3 (3.57%) Apache Iceberg
8 3 (3.57%) SQL Server Analysis Services
8 3 (3.57%) SQL Server Integration Services
8 3 (3.57%) TIBCO EBX
9 2 (2.38%) Relational Database
9 2 (2.38%) Snowflake Schema
10 1 (1.19%) Azure SQL Database
10 1 (1.19%) BigQuery
10 1 (1.19%) GIS
10 1 (1.19%) Tableau
Development Applications
1 5 (5.95%) JIRA
2 3 (3.57%) Git
General
1 48 (57.14%) Social Skills
2 16 (19.05%) Analytical Skills
3 14 (16.67%) Finance
4 5 (5.95%) Retail
5 4 (4.76%) Public Sector
5 4 (4.76%) Tech for Good
6 3 (3.57%) Documentation Skills
6 3 (3.57%) Influencing Skills
6 3 (3.57%) Organisational Skills
7 1 (1.19%) Advertising
7 1 (1.19%) Law
7 1 (1.19%) Marketing
7 1 (1.19%) Presentation Skills
Job Titles
1 32 (38.10%) Architect
2 25 (29.76%) Senior
3 21 (25.00%) Data Engineer
4 16 (19.05%) Senior Data Engineer
5 12 (14.29%) Applications Architect
6 9 (10.71%) Software Architect
7 8 (9.52%) Analyst
8 7 (8.33%) Business Analyst
8 7 (8.33%) Data Architect
8 7 (8.33%) Data Manager
9 6 (7.14%) Engineering Manager
10 5 (5.95%) Azure Data Engineer
10 5 (5.95%) Azure Engineer
10 5 (5.95%) Developer
11 4 (4.76%) Lead
12 3 (3.57%) Enterprise Architect
12 3 (3.57%) Lead Data Engineer
12 3 (3.57%) Technical Analyst
12 3 (3.57%) Technical Business Analyst
13 2 (2.38%) ETL Developer
Libraries, Frameworks & Software Standards
1 3 (3.57%) Pandas
2 2 (2.38%) React
3 1 (1.19%) .NET
3 1 (1.19%) Blazor
3 1 (1.19%) Django
3 1 (1.19%) FastAPI
3 1 (1.19%) Flask
3 1 (1.19%) JSON
3 1 (1.19%) MACH
3 1 (1.19%) Node.js
3 1 (1.19%) SQLAlchemy
3 1 (1.19%) Vue
3 1 (1.19%) XML
Miscellaneous
1 20 (23.81%) Enterprise Software
2 8 (9.52%) Virtual Team
3 3 (3.57%) Management Information System
3 3 (3.57%) Taxonomies
4 2 (2.38%) Cloud Native
4 2 (2.38%) Legacy Systems
5 1 (1.19%) Analytical Mindset
5 1 (1.19%) Data Structures
5 1 (1.19%) Greenfield Project
5 1 (1.19%) Low-Code
5 1 (1.19%) Social Media
Processes & Methodologies
1 36 (42.86%) Mentoring
2 31 (36.90%) Migration
3 29 (34.52%) Stakeholder Engagement
4 26 (30.95%) ETL
5 23 (27.38%) CI/CD
5 23 (27.38%) Enterprise Architecture
5 23 (27.38%) TOGAF
6 21 (25.00%) Agile
6 21 (25.00%) Architectural Patterns
6 21 (25.00%) Data Governance
6 21 (25.00%) Microservices
7 20 (23.81%) Application Security
7 20 (23.81%) Computer Science
7 20 (23.81%) EAI
8 17 (20.24%) Data Engineering
9 16 (19.05%) DevOps
10 15 (17.86%) Business Intelligence
11 14 (16.67%) Analytics
11 14 (16.67%) Data Pipeline
11 14 (16.67%) Problem-Solving
Programming Languages
1 45 (53.57%) Python
2 36 (42.86%) SQL
3 21 (25.00%) JavaScript
4 20 (23.81%) C#
4 20 (23.81%) Java
4 20 (23.81%) TypeScript
5 2 (2.38%) Data Analysis Expressions
6 1 (1.19%) R
6 1 (1.19%) T-SQL
Qualifications
1 21 (25.00%) AWS Certification
1 21 (25.00%) Degree
1 21 (25.00%) Microsoft Certification
2 20 (23.81%) AWS Certified Solutions Architect
2 20 (23.81%) Azure Certification
2 20 (23.81%) Computer Science Degree
2 20 (23.81%) TOGAF Certification
3 1 (1.19%) Security Cleared
3 1 (1.19%) Six Sigma Green Belt
Quality Assurance & Compliance
1 10 (11.90%) Data Quality
2 2 (2.38%) GDPR
3 1 (1.19%) Actionable Recommendations
3 1 (1.19%) Cyber Essentials
System Software
1 4 (4.76%) Docker
Systems Management
1 4 (4.76%) Terraform
Vendors
1 30 (35.71%) Microsoft
2 19 (22.62%) Databricks
3 3 (3.57%) Informatica
3 3 (3.57%) Sparx
3 3 (3.57%) TIBCO
4 1 (1.19%) Blue Prism
4 1 (1.19%) ESRI
4 1 (1.19%) Google
4 1 (1.19%) Talend