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 7 January 2026, with comparisons to the same periods in the previous two years.

6 months to
7 Jan 2026
Same period 2025 Same period 2024
Rank 72 86 77
Rank change year-on-year +14 -9 +63
Permanent jobs citing Data Modelling 97 65 107
As % of all permanent jobs in Yorkshire 2.88% 2.05% 3.35%
As % of the Processes & Methodologies category 3.63% 2.27% 3.73%
Number of salaries quoted 67 26 56
10th Percentile £54,500 £35,000 £35,000
25th Percentile £61,250 £42,500 £40,938
Median annual salary (50th Percentile) £70,000 £52,500 £50,000
Median % change year-on-year +33.33% +5.00% -23.08%
75th Percentile £75,000 £67,026 £67,500
90th Percentile £86,500 £74,375 £77,500
England median annual salary £70,000 £65,000 £67,500
% change year-on-year +7.69% -3.70% +3.85%

All Process & 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 2,672 2,860 2,869
As % of all permanent jobs advertised in Yorkshire 79.22% 90.02% 89.85%
Number of salaries quoted 1,544 1,119 2,238
10th Percentile £27,500 £30,000 £28,944
25th Percentile £30,188 £40,988 £39,813
Median annual salary (50th Percentile) £47,500 £52,500 £52,500
Median % change year-on-year -9.52% - -4.34%
75th Percentile £70,000 £69,500 £67,500
90th Percentile £85,000 £82,500 £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 7 January 2026.

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 7 January 2026. 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 +26 86 £72,250 +27.15% 25
South Yorkshire -12 5 £67,500 +92.86% 11
North Yorkshire - 3 £65,000 - 11
East Yorkshire - 1 £77,500 - 6
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 (8.25%) Apache Spark
2 7 (7.22%) Apache
3 5 (5.15%) Confluence
4 2 (2.06%) SharePoint
5 1 (1.03%) Apache Airflow
Applications
1 3 (3.09%) Microsoft Excel
Business Applications
1 3 (3.09%) Dynamics CRM
2 2 (2.06%) Markit EDM
Cloud Services
1 56 (57.73%) Azure
2 50 (51.55%) AWS
3 32 (32.99%) Serverless
4 11 (11.34%) Power Platform
5 9 (9.28%) SaaS
6 8 (8.25%) Azure DevOps
7 7 (7.22%) Amazon S3
7 7 (7.22%) AWS Lambda
7 7 (7.22%) Microsoft 365
8 6 (6.19%) AWS CloudFormation
9 5 (5.15%) GCP
10 4 (4.12%) dbt
11 3 (3.09%) Amazon SQS
11 3 (3.09%) AWS Step Functions
11 3 (3.09%) GitHub
11 3 (3.09%) PowerApps
12 2 (2.06%) Azure Logic Apps
12 2 (2.06%) Azure Synapse Analytics
12 2 (2.06%) Power Automate
12 2 (2.06%) Snowflake
Database & Business Intelligence
1 21 (21.65%) Data Warehouse
2 20 (20.62%) Metadata
3 13 (13.40%) Data Lake
4 9 (9.28%) Data Vault
4 9 (9.28%) DynamoDB
4 9 (9.28%) NoSQL
5 8 (8.25%) Amazon Redshift
5 8 (8.25%) Power BI
6 5 (5.15%) Delta Lake
6 5 (5.15%) Relational Database
6 5 (5.15%) SQL Server
6 5 (5.15%) SQL Server Reporting Services
7 3 (3.09%) Amazon Aurora
7 3 (3.09%) Apache Iceberg
7 3 (3.09%) SQL Server Analysis Services
7 3 (3.09%) SQL Server Integration Services
7 3 (3.09%) TIBCO EBX
8 2 (2.06%) Power Query
9 1 (1.03%) BigQuery
9 1 (1.03%) Semantic Layer
Development Applications
1 5 (5.15%) JIRA
2 3 (3.09%) Git
General
1 56 (57.73%) Social Skills
2 24 (24.74%) Analytical Skills
3 15 (15.46%) Finance
4 6 (6.19%) Public Sector
5 5 (5.15%) Retail
6 4 (4.12%) Tech for Good
7 3 (3.09%) Documentation Skills
7 3 (3.09%) Influencing Skills
7 3 (3.09%) Organisational Skills
8 1 (1.03%) Advertising
8 1 (1.03%) Marketing
8 1 (1.03%) Presentation Skills
Job Titles
1 44 (45.36%) Architect
2 28 (28.87%) Senior
3 20 (20.62%) Data Engineer
4 16 (16.49%) Senior Data Engineer
5 15 (15.46%) Data Architect
6 13 (13.40%) Applications Architect
7 11 (11.34%) Software Architect
8 8 (8.25%) Analyst
9 7 (7.22%) Business Analyst
9 7 (7.22%) Data Manager
10 5 (5.15%) Azure Data Engineer
10 5 (5.15%) Azure Engineer
10 5 (5.15%) Developer
10 5 (5.15%) Engineering Manager
11 4 (4.12%) Lead
12 3 (3.09%) Enterprise Architect
12 3 (3.09%) Insight Manager
12 3 (3.09%) Lead Data Engineer
12 3 (3.09%) Technical Analyst
12 3 (3.09%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 3 (3.09%) Pandas
2 2 (2.06%) React
3 1 (1.03%) .NET
3 1 (1.03%) Blazor
3 1 (1.03%) Django
3 1 (1.03%) FastAPI
3 1 (1.03%) Flask
3 1 (1.03%) JSON
3 1 (1.03%) MACH
3 1 (1.03%) Node.js
3 1 (1.03%) SQLAlchemy
3 1 (1.03%) Vue
3 1 (1.03%) XML
Miscellaneous
1 24 (24.74%) Enterprise Software
2 10 (10.31%) Data Structures
3 7 (7.22%) Virtual Team
4 5 (5.15%) Management Information System
5 3 (3.09%) Taxonomies
6 2 (2.06%) Cloud Native
6 2 (2.06%) Legacy Systems
6 2 (2.06%) Low-Code
6 2 (2.06%) Product Ownership
7 1 (1.03%) Analytical Mindset
7 1 (1.03%) Greenfield Project
7 1 (1.03%) Social Media
Processes & Methodologies
1 40 (41.24%) Mentoring
2 35 (36.08%) Migration
2 35 (36.08%) Stakeholder Engagement
3 29 (29.90%) Agile
3 29 (29.90%) Data Governance
4 28 (28.87%) ETL
5 27 (27.84%) Enterprise Architecture
5 27 (27.84%) TOGAF
6 26 (26.80%) Computer Science
7 25 (25.77%) Architectural Patterns
7 25 (25.77%) Microservices
8 24 (24.74%) Application Security
8 24 (24.74%) EAI
9 23 (23.71%) CI/CD
9 23 (23.71%) Data Architecture
10 19 (19.59%) Problem-Solving
10 19 (19.59%) Stakeholder Management
11 18 (18.56%) Data Engineering
12 17 (17.53%) Data Integration
13 16 (16.49%) DevOps
Programming Languages
1 49 (50.52%) Python
2 37 (38.14%) SQL
3 25 (25.77%) JavaScript
4 24 (24.74%) C#
4 24 (24.74%) Java
4 24 (24.74%) TypeScript
5 3 (3.09%) Data Analysis Expressions
6 2 (2.06%) T-SQL
7 1 (1.03%) R
Qualifications
1 27 (27.84%) AWS Certification
1 27 (27.84%) Degree
2 26 (26.80%) Computer Science Degree
3 25 (25.77%) Microsoft Certification
4 24 (24.74%) AWS Certified Solutions Architect
4 24 (24.74%) Azure Certification
4 24 (24.74%) TOGAF Certification
5 5 (5.15%) Security Cleared
6 4 (4.12%) SC Cleared
7 2 (2.06%) Master's Degree
8 1 (1.03%) Six Sigma Green Belt
Quality Assurance & Compliance
1 19 (19.59%) Data Quality
2 2 (2.06%) GDPR
3 1 (1.03%) Actionable Recommendations
3 1 (1.03%) Cyber Essentials
System Software
1 4 (4.12%) Docker
Systems Management
1 4 (4.12%) Terraform
Vendors
1 35 (36.08%) Microsoft
2 18 (18.56%) Databricks
3 3 (3.09%) Informatica
3 3 (3.09%) Sparx
3 3 (3.09%) TIBCO
4 1 (1.03%) Blue Prism
4 1 (1.03%) ESRI
4 1 (1.03%) Google
4 1 (1.03%) Talend