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 17 October 2025, with comparisons to the same periods in the previous two years.

6 months to
17 Oct 2025
Same period 2024 Same period 2023
Rank 98 88 74
Rank change year-on-year -10 -14 +60
Permanent jobs citing Data Modelling 60 87 131
As % of all permanent jobs in Yorkshire 1.79% 1.99% 3.75%
As % of the Processes & Methodologies category 2.04% 2.49% 3.92%
Number of salaries quoted 51 42 74
10th Percentile £53,750 £37,013 £38,750
25th Percentile £57,500 £40,625 £45,313
Median annual salary (50th Percentile) £67,500 £52,500 £55,000
Median % change year-on-year +28.57% -4.55% -
75th Percentile £72,625 £72,188 £77,500
90th Percentile £75,000 £76,250 £82,500
England median annual salary £67,500 £68,250 £67,500
% change year-on-year -1.10% +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 2,937 3,494 3,339
As % of all permanent jobs advertised in Yorkshire 87.70% 79.92% 95.56%
Number of salaries quoted 1,402 1,522 2,469
10th Percentile £26,250 £30,625 £29,750
25th Percentile £31,000 £41,250 £39,250
Median annual salary (50th Percentile) £47,500 £52,500 £52,500
Median % change year-on-year -9.52% - -
75th Percentile £66,250 £68,750 £68,750
90th Percentile £80,000 £80,000 £83,750
England median annual salary £55,000 £60,000 £60,800
% change year-on-year -8.33% -1.32% +1.33%

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 17 October 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 17 October 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 +11 51 £68,000 +10.44% 31
South Yorkshire +3 7 £67,500 +68.75% 11
East Yorkshire - 1 £51,000 - 4
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 (13.33%) Apache
1 8 (13.33%) Apache Spark
2 2 (3.33%) Confluence
3 1 (1.67%) Apache Airflow
Business Applications
1 2 (3.33%) Dynamics CRM
1 2 (3.33%) Markit EDM
Cloud Services
1 35 (58.33%) Azure
2 23 (38.33%) AWS
3 17 (28.33%) Serverless
4 9 (15.00%) AWS Lambda
5 8 (13.33%) Amazon S3
5 8 (13.33%) Power Platform
6 6 (10.00%) AWS CloudFormation
6 6 (10.00%) SaaS
7 4 (6.67%) Azure DevOps
7 4 (6.67%) Dynamics 365
7 4 (6.67%) PowerApps
8 3 (5.00%) Azure Data Factory
8 3 (5.00%) dbt
8 3 (5.00%) GitHub
8 3 (5.00%) Power Automate
9 2 (3.33%) Amazon SQS
9 2 (3.33%) AWS Step Functions
9 2 (3.33%) Azure Logic Apps
9 2 (3.33%) Entra ID
9 2 (3.33%) Microsoft 365
Database & Business Intelligence
1 23 (38.33%) Data Warehouse
2 13 (21.67%) Data Lake
3 8 (13.33%) Amazon Redshift
4 7 (11.67%) Data Vault
4 7 (11.67%) Power BI
5 5 (8.33%) Delta Lake
5 5 (8.33%) Metadata
6 3 (5.00%) Snowflake Schema
6 3 (5.00%) SQL Server Integration Services
7 2 (3.33%) Amazon Aurora
7 2 (3.33%) Apache Iceberg
7 2 (3.33%) Azure SQL Database
7 2 (3.33%) SQL Server
7 2 (3.33%) SQL Server Analysis Services
7 2 (3.33%) SQL Server Reporting Services
8 1 (1.67%) GIS
8 1 (1.67%) Power Query
8 1 (1.67%) Star Schema
Development Applications
1 5 (8.33%) JIRA
2 3 (5.00%) Git
3 1 (1.67%) Visual Studio
General
1 26 (43.33%) Social Skills
2 7 (11.67%) Finance
3 6 (10.00%) Tech for Good
4 5 (8.33%) Analytical Skills
4 5 (8.33%) Retail
5 3 (5.00%) Law
6 2 (3.33%) Organisational Skills
6 2 (3.33%) Public Sector
Job Titles
1 24 (40.00%) Data Engineer
2 19 (31.67%) Senior
3 17 (28.33%) Senior Data Engineer
4 14 (23.33%) Architect
5 6 (10.00%) Applications Architect
5 6 (10.00%) Data Architect
5 6 (10.00%) Data Manager
5 6 (10.00%) Engineering Manager
6 5 (8.33%) Azure Data Engineer
6 5 (8.33%) Azure Engineer
6 5 (8.33%) Lead
7 4 (6.67%) Developer
7 4 (6.67%) Lead Data Engineer
8 3 (5.00%) Analyst
8 3 (5.00%) Business Analyst
8 3 (5.00%) Snowflake Data Engineer
8 3 (5.00%) Snowflake Engineer
8 3 (5.00%) Software Architect
9 2 (3.33%) ETL Developer
10 1 (1.67%) .NET Developer
Libraries, Frameworks & Software Standards
1 2 (3.33%) Pandas
2 1 (1.67%) .NET
2 1 (1.67%) Blazor
Miscellaneous
1 8 (13.33%) Enterprise Software
2 7 (11.67%) Virtual Team
3 1 (1.67%) Cloud Native
3 1 (1.67%) Greenfield Project
3 1 (1.67%) Legacy Applications
3 1 (1.67%) Product Ownership
3 1 (1.67%) Replication
Processes & Methodologies
1 25 (41.67%) CI/CD
1 25 (41.67%) Mentoring
2 20 (33.33%) ETL
3 18 (30.00%) Migration
4 17 (28.33%) Data Engineering
4 17 (28.33%) Data Governance
5 16 (26.67%) Agile
5 16 (26.67%) Data Pipeline
5 16 (26.67%) Stakeholder Engagement
6 15 (25.00%) Problem-Solving
7 14 (23.33%) Business Intelligence
8 13 (21.67%) Data Architecture
8 13 (21.67%) Data Security
9 12 (20.00%) DevOps
10 11 (18.33%) Computer Science
11 10 (16.67%) Data Migration
11 10 (16.67%) Data Strategy
12 9 (15.00%) Data Integration
13 8 (13.33%) Analytics
13 8 (13.33%) Microservices
Programming Languages
1 37 (61.67%) SQL
2 32 (53.33%) Python
3 9 (15.00%) C#
3 9 (15.00%) JavaScript
4 8 (13.33%) Java
4 8 (13.33%) TypeScript
Qualifications
1 11 (18.33%) Degree
2 10 (16.67%) Microsoft Certification
3 9 (15.00%) AWS Certification
3 9 (15.00%) Computer Science Degree
4 8 (13.33%) AWS Certified Solutions Architect
4 8 (13.33%) Azure Certification
4 8 (13.33%) TOGAF Certification
5 2 (3.33%) Security Cleared
6 1 (1.67%) Master's Degree
6 1 (1.67%) SC Cleared
Quality Assurance & Compliance
1 4 (6.67%) Data Quality
2 2 (3.33%) NIST
3 1 (1.67%) Cyber Essentials
3 1 (1.67%) GDPR
System Software
1 2 (3.33%) Active Directory
1 2 (3.33%) Docker
Systems Management
1 4 (6.67%) Terraform
Vendors
1 22 (36.67%) Databricks
2 15 (25.00%) Microsoft
3 1 (1.67%) Blue Prism
3 1 (1.67%) ESRI
3 1 (1.67%) OpenAI