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 5 December 2025, with comparisons to the same periods in the previous two years.

6 months to
5 Dec 2025
Same period 2024 Same period 2023
Rank 92 89 70
Rank change year-on-year -3 -19 +59
Permanent jobs citing Data Modelling 78 79 114
As % of all permanent jobs in Yorkshire 2.25% 2.06% 3.85%
As % of the Processes & Methodologies category 2.63% 2.44% 4.06%
Number of salaries quoted 60 37 65
10th Percentile £53,425 £37,700 £36,450
25th Percentile £57,500 £42,500 £46,250
Median annual salary (50th Percentile) £68,000 £52,500 £57,500
Median % change year-on-year +29.52% -8.70% -7.75%
75th Percentile £75,000 £71,250 £72,433
90th Percentile £77,625 £76,250 £80,000
England median annual salary £70,000 £66,750 £67,500
% change year-on-year +4.87% -1.11% +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 2,969 3,244 2,809
As % of all permanent jobs advertised in Yorkshire 85.71% 84.77% 94.96%
Number of salaries quoted 1,563 1,358 2,138
10th Percentile £26,500 £30,000 £29,000
25th Percentile £30,500 £41,250 £40,000
Median annual salary (50th Percentile) £49,000 £52,500 £52,500
Median % change year-on-year -6.67% - -2.33%
75th Percentile £68,750 £69,500 £67,500
90th Percentile £83,500 £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 5 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 5 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 +13 67 £70,000 +19.36% 19
South Yorkshire -9 7 £67,500 +68.75% 8
East Yorkshire - 2 £64,250 - 2
North Yorkshire -7 1 £42,500 -37.04% 3
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 9 (11.54%) Apache Spark
2 8 (10.26%) Apache
3 5 (6.41%) Confluence
4 1 (1.28%) Apache Airflow
Applications
1 1 (1.28%) Microsoft Excel
Business Applications
1 3 (3.85%) Dynamics CRM
2 2 (2.56%) Markit EDM
Cloud Services
1 49 (62.82%) Azure
2 36 (46.15%) AWS
3 26 (33.33%) Serverless
4 10 (12.82%) Power Platform
5 8 (10.26%) Amazon S3
5 8 (10.26%) AWS Lambda
5 8 (10.26%) Azure DevOps
6 7 (8.97%) AWS CloudFormation
6 7 (8.97%) SaaS
7 5 (6.41%) Microsoft 365
8 4 (5.13%) dbt
8 4 (5.13%) GCP
8 4 (5.13%) GitHub
9 3 (3.85%) Amazon SQS
9 3 (3.85%) AWS Step Functions
9 3 (3.85%) Dynamics 365
9 3 (3.85%) PowerApps
10 2 (2.56%) Azure Synapse Analytics
10 2 (2.56%) Power Automate
10 2 (2.56%) Snowflake
Database & Business Intelligence
1 22 (28.21%) Data Warehouse
2 14 (17.95%) Data Lake
3 10 (12.82%) Metadata
4 9 (11.54%) Amazon Redshift
4 9 (11.54%) Data Vault
5 8 (10.26%) Power BI
6 5 (6.41%) Delta Lake
7 3 (3.85%) Amazon Aurora
7 3 (3.85%) Apache Iceberg
7 3 (3.85%) SQL Server
7 3 (3.85%) SQL Server Reporting Services
7 3 (3.85%) TIBCO EBX
8 2 (2.56%) Azure SQL Database
8 2 (2.56%) Relational Database
8 2 (2.56%) Snowflake Schema
8 2 (2.56%) SQL Server Analysis Services
8 2 (2.56%) SQL Server Integration Services
9 1 (1.28%) BigQuery
9 1 (1.28%) Looker
9 1 (1.28%) Semantic Layer
Development Applications
1 5 (6.41%) JIRA
2 3 (3.85%) Git
General
1 45 (57.69%) Social Skills
2 14 (17.95%) Analytical Skills
2 14 (17.95%) Finance
3 5 (6.41%) Retail
3 5 (6.41%) Tech for Good
4 3 (3.85%) Organisational Skills
4 3 (3.85%) Public Sector
5 2 (2.56%) Documentation Skills
5 2 (2.56%) Influencing Skills
5 2 (2.56%) Law
6 1 (1.28%) Advertising
6 1 (1.28%) Marketing
6 1 (1.28%) Presentation Skills
Job Titles
1 28 (35.90%) Architect
2 23 (29.49%) Data Engineer
3 20 (25.64%) Senior
4 17 (21.79%) Senior Data Engineer
5 11 (14.10%) Applications Architect
6 8 (10.26%) Analyst
7 7 (8.97%) Business Analyst
7 7 (8.97%) Data Architect
7 7 (8.97%) Software Architect
8 6 (7.69%) Data Manager
8 6 (7.69%) Engineering Manager
9 5 (6.41%) Azure Data Engineer
9 5 (6.41%) Azure Engineer
9 5 (6.41%) Lead
10 4 (5.13%) Developer
10 4 (5.13%) Lead Data Engineer
11 3 (3.85%) Technical Analyst
11 3 (3.85%) Technical Business Analyst
12 2 (2.56%) Enterprise Architect
12 2 (2.56%) ETL Developer
Libraries, Frameworks & Software Standards
1 3 (3.85%) Pandas
2 1 (1.28%) .NET
2 1 (1.28%) Blazor
2 1 (1.28%) Django
2 1 (1.28%) FastAPI
2 1 (1.28%) Flask
2 1 (1.28%) JSON
2 1 (1.28%) React
2 1 (1.28%) SQLAlchemy
2 1 (1.28%) Vue
2 1 (1.28%) XML
Miscellaneous
1 17 (21.79%) Enterprise Software
2 8 (10.26%) Virtual Team
3 3 (3.85%) Taxonomies
4 2 (2.56%) Cloud Native
4 2 (2.56%) Management Information System
5 1 (1.28%) Analytical Mindset
5 1 (1.28%) Data Structures
5 1 (1.28%) Greenfield Project
5 1 (1.28%) Legacy Systems
5 1 (1.28%) Product Ownership
5 1 (1.28%) Social Media
Processes & Methodologies
1 34 (43.59%) Mentoring
2 29 (37.18%) Migration
3 26 (33.33%) CI/CD
3 26 (33.33%) ETL
3 26 (33.33%) Stakeholder Engagement
4 22 (28.21%) Agile
5 21 (26.92%) Data Governance
6 19 (24.36%) Enterprise Architecture
6 19 (24.36%) TOGAF
7 18 (23.08%) Architectural Patterns
7 18 (23.08%) Computer Science
7 18 (23.08%) Microservices
8 17 (21.79%) Application Security
8 17 (21.79%) Data Engineering
8 17 (21.79%) DevOps
8 17 (21.79%) EAI
9 16 (20.51%) Business Intelligence
10 15 (19.23%) Data Pipeline
10 15 (19.23%) Problem-Solving
11 13 (16.67%) Stakeholder Management
Programming Languages
1 43 (55.13%) Python
2 37 (47.44%) SQL
3 18 (23.08%) C#
3 18 (23.08%) JavaScript
4 17 (21.79%) Java
4 17 (21.79%) TypeScript
5 1 (1.28%) Data Analysis Expressions
5 1 (1.28%) R
Qualifications
1 19 (24.36%) Degree
1 19 (24.36%) Microsoft Certification
2 18 (23.08%) AWS Certification
3 17 (21.79%) AWS Certified Solutions Architect
3 17 (21.79%) Azure Certification
3 17 (21.79%) Computer Science Degree
3 17 (21.79%) TOGAF Certification
4 1 (1.28%) Security Cleared
4 1 (1.28%) Six Sigma Green Belt
Quality Assurance & Compliance
1 9 (11.54%) Data Quality
2 2 (2.56%) GDPR
3 1 (1.28%) Actionable Recommendations
3 1 (1.28%) Cyber Essentials
System Software
1 4 (5.13%) Docker
2 1 (1.28%) Active Directory
Systems Management
1 5 (6.41%) Terraform
Vendors
1 26 (33.33%) Microsoft
2 21 (26.92%) Databricks
3 3 (3.85%) Informatica
3 3 (3.85%) TIBCO
4 2 (2.56%) Sparx
5 1 (1.28%) Blue Prism
5 1 (1.28%) ESRI
5 1 (1.28%) Google
5 1 (1.28%) Talend