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 vacancies from the 6 months leading up to 16 September 2025, with comparisons to the same periods in the previous two years.

6 months to
16 Sep 2025
Same period 2024 Same period 2023
Rank 104 105 75
Rank change year-on-year +1 -30 +48
Permanent jobs citing Data Modelling 56 82 147
As % of all permanent jobs advertised in Yorkshire 1.70% 1.66% 3.82%
As % of the Processes & Methodologies category 1.96% 2.11% 3.98%
Number of salaries quoted 47 43 90
10th Percentile £53,750 £32,375 £38,975
25th Percentile £57,500 £40,000 £46,563
Median annual salary (50th Percentile) £67,500 £49,493 £55,000
Median % change year-on-year +36.38% -10.01% +4.76%
75th Percentile £72,500 £75,625 £77,500
90th Percentile £80,750 £80,000 £82,625
England median annual salary £68,000 £70,000 £67,500
% change year-on-year -2.86% +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 2,856 3,895 3,698
As % of all permanent jobs advertised in Yorkshire 86.76% 78.96% 96.08%
Number of salaries quoted 1,406 1,965 2,618
10th Percentile £26,010 £30,000 £30,000
25th Percentile £31,250 £40,000 £38,750
Median annual salary (50th Percentile) £47,500 £50,000 £52,500
Median % change year-on-year -5.00% -4.76% -
75th Percentile £66,250 £65,603 £68,750
90th Percentile £80,000 £79,050 £83,750
England median annual salary £55,000 £57,500 £62,000
% change year-on-year -4.35% -7.26% +3.33%

Data Modelling
Job Vacancy Trend in Yorkshire

Job postings citing Data Modelling as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Data Modelling 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 16 September 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 16 September 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 +22 46 £68,000 +0.74% 26
South Yorkshire -3 8 £62,500 +56.25% 8
East Yorkshire - 1 £51,000 -
Data Modelling
England

Data Modelling
Co-occurring Skills and Capabilities in Yorkshire 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 7 (12.50%) Apache
1 7 (12.50%) Apache Spark
2 1 (1.79%) Apache Airflow
Business Applications
1 2 (3.57%) Dynamics CRM
Cloud Services
1 31 (55.36%) Azure
2 19 (33.93%) AWS
3 13 (23.21%) Serverless
4 11 (19.64%) Power Platform
5 10 (17.86%) AWS Lambda
6 7 (12.50%) Amazon S3
7 6 (10.71%) PowerApps
8 5 (8.93%) AWS CloudFormation
8 5 (8.93%) Dynamics 365
8 5 (8.93%) Power Automate
8 5 (8.93%) SaaS
9 4 (7.14%) Azure Data Factory
9 4 (7.14%) Azure Logic Apps
9 4 (7.14%) Entra ID
10 3 (5.36%) Amazon EC2
10 3 (5.36%) AWS Fargate
10 3 (5.36%) Microsoft 365
11 2 (3.57%) Azure DevOps
11 2 (3.57%) dbt
11 2 (3.57%) GitHub
Database & Business Intelligence
1 20 (35.71%) Data Warehouse
2 11 (19.64%) Data Lake
3 9 (16.07%) Power BI
4 7 (12.50%) Amazon Redshift
5 4 (7.14%) Azure SQL Database
5 4 (7.14%) Data Vault
6 3 (5.36%) Delta Lake
6 3 (5.36%) Metadata
6 3 (5.36%) Snowflake Schema
7 2 (3.57%) Power Query
7 2 (3.57%) Star Schema
8 1 (1.79%) Amazon Aurora
8 1 (1.79%) Apache Iceberg
8 1 (1.79%) GIS
8 1 (1.79%) SQL Server Integration Services
Development Applications
1 5 (8.93%) JIRA
2 1 (1.79%) Git
2 1 (1.79%) Visual Studio
General
1 20 (35.71%) Social Skills
2 6 (10.71%) Finance
3 5 (8.93%) Retail
3 5 (8.93%) Tech for Good
4 4 (7.14%) Law
5 3 (5.36%) Analytical Skills
5 3 (5.36%) Public Sector
6 1 (1.79%) Organisational Skills
Job Titles
1 23 (41.07%) Data Engineer
2 17 (30.36%) Senior
3 15 (26.79%) Senior Data Engineer
4 10 (17.86%) Architect
5 7 (12.50%) Lead
6 6 (10.71%) Data Architect
6 6 (10.71%) Data Manager
6 6 (10.71%) Engineering Manager
7 5 (8.93%) Azure Data Engineer
7 5 (8.93%) Azure Engineer
8 4 (7.14%) Lead Data Engineer
9 3 (5.36%) Applications Architect
9 3 (5.36%) Developer
9 3 (5.36%) Snowflake Data Engineer
9 3 (5.36%) Snowflake Engineer
10 2 (3.57%) Analyst
10 2 (3.57%) Applications Support
10 2 (3.57%) Applications Support Engineer
10 2 (3.57%) Business Analyst
10 2 (3.57%) Support Engineer
Libraries, Frameworks & Software Standards
1 1 (1.79%) .NET
1 1 (1.79%) Blazor
1 1 (1.79%) Pandas
1 1 (1.79%) SailPoint
Miscellaneous
1 6 (10.71%) Virtual Team
2 3 (5.36%) Enterprise Software
3 2 (3.57%) Taxonomies
4 1 (1.79%) Cloud Native
4 1 (1.79%) Greenfield Project
4 1 (1.79%) Legacy Applications
4 1 (1.79%) Product Ownership
4 1 (1.79%) Replication
Processes & Methodologies
1 24 (42.86%) CI/CD
2 18 (32.14%) Data Engineering
2 18 (32.14%) Mentoring
3 17 (30.36%) ETL
4 15 (26.79%) Business Intelligence
4 15 (26.79%) Data Governance
4 15 (26.79%) Data Pipeline
5 14 (25.00%) Agile
6 13 (23.21%) Data Security
6 13 (23.21%) Problem-Solving
7 12 (21.43%) Data Architecture
8 11 (19.64%) Migration
9 10 (17.86%) DevOps
10 9 (16.07%) Data Integration
10 9 (16.07%) Logistics
10 9 (16.07%) Stakeholder Engagement
11 8 (14.29%) Analytics
11 8 (14.29%) Computer Science
11 8 (14.29%) Data Migration
11 8 (14.29%) Data Strategy
Programming Languages
1 38 (67.86%) SQL
2 28 (50.00%) Python
3 4 (7.14%) C#
3 4 (7.14%) JavaScript
4 3 (5.36%) Java
4 3 (5.36%) TypeScript
Qualifications
1 8 (14.29%) Degree
2 6 (10.71%) Computer Science Degree
2 6 (10.71%) Microsoft Certification
3 4 (7.14%) AWS Certification
4 3 (5.36%) AWS Certified Solutions Architect
4 3 (5.36%) Azure Certification
4 3 (5.36%) Master's Degree
4 3 (5.36%) Security Cleared
4 3 (5.36%) TOGAF Certification
5 2 (3.57%) SC Cleared
Quality Assurance & Compliance
1 4 (7.14%) Data Quality
1 4 (7.14%) NIST
2 1 (1.79%) Cyber Essentials
2 1 (1.79%) GDPR
System Software
1 4 (7.14%) Active Directory
2 1 (1.79%) Docker
Systems Management
1 4 (7.14%) Terraform
Vendors
1 21 (37.50%) Databricks
2 11 (19.64%) Microsoft
3 2 (3.57%) OpenAI
4 1 (1.79%) Blue Prism
4 1 (1.79%) ESRI
4 1 (1.79%) Okta
4 1 (1.79%) OneTrust
4 1 (1.79%) Oracle
4 1 (1.79%) SAP
4 1 (1.79%) Workday