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 9 June 2026, with comparisons to the same periods in the previous two years.

6 months to
9 Jun 2026
Same period 2025 Same period 2024
Rank 83 115 119
Rank change year-on-year +32 +4 -23
Permanent jobs citing Data Modelling 126 36 106
As % of all permanent jobs in Yorkshire 1.89% 1.35% 1.71%
As % of the Processes & Methodologies category 2.80% 1.46% 2.15%
Number of salaries quoted 98 34 66
10th Percentile £42,500 £41,625 £35,000
25th Percentile £55,750 £47,125 £41,250
Median annual salary (50th Percentile) £70,000 £60,000 £47,500
Median % change year-on-year +16.67% +26.32% -26.92%
75th Percentile £83,750 £68,750 £67,500
90th Percentile £90,000 £72,750 £80,000
England median annual salary £69,986 £65,000 £67,500
% change year-on-year +7.67% -3.70% -0.37%

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 4,498 2,463 4,923
As % of all permanent jobs advertised in Yorkshire 67.31% 92.63% 79.56%
Number of salaries quoted 3,142 1,260 3,804
10th Percentile £30,000 £25,750 £27,500
25th Percentile £40,000 £30,500 £36,250
Median annual salary (50th Percentile) £50,000 £47,500 £50,000
Median % change year-on-year +5.26% -5.00% -8.90%
75th Percentile £70,000 £67,653 £65,000
90th Percentile £86,250 £85,000 £80,000
England median annual salary £60,000 £58,000 £55,000
% change year-on-year +3.45% +5.45% -12.00%

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 9 June 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 9 June 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 +21 86 £70,000 +16.67% 15
South Yorkshire -18 21 £70,932 +59.40% 5
North Yorkshire +3 6 £56,500 +7.62% 2
East Yorkshire - 5 £56,250 - 5
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 4 (3.17%) Apache Spark
1 4 (3.17%) SharePoint
2 3 (2.38%) Apache Airflow
2 3 (2.38%) Confluence
3 2 (1.59%) Apache
4 1 (0.79%) CMS
4 1 (0.79%) Palantir Foundry
4 1 (0.79%) SAS
Applications
1 9 (7.14%) Microsoft Excel
2 2 (1.59%) Microsoft Office
Business Applications
1 16 (12.70%) SAP S/4HANA
2 11 (8.73%) SAP MDG
3 8 (6.35%) SAP MDG-BP
4 4 (3.17%) SAP ERP
4 4 (3.17%) SAP MDG-F
5 3 (2.38%) Dynamics CRM
6 1 (0.79%) Oracle SCM
6 1 (0.79%) SAP MDM
6 1 (0.79%) Workday HCM
Cloud Services
1 56 (44.44%) Azure
2 47 (37.30%) AWS
3 31 (24.60%) Power Platform
4 20 (15.87%) GCP
5 18 (14.29%) Serverless
6 16 (12.70%) Azure Data Factory
7 13 (10.32%) Azure Logic Apps
8 11 (8.73%) Azure DevOps
9 10 (7.94%) Azure Functions
10 9 (7.14%) Azure Monitor
11 6 (4.76%) Azure Synapse Analytics
12 5 (3.97%) SaaS
13 4 (3.17%) GitHub
13 4 (3.17%) Microsoft 365
13 4 (3.17%) PowerApps
14 3 (2.38%) dbt
14 3 (2.38%) GitHub Actions
14 3 (2.38%) Microsoft Copilot
14 3 (2.38%) Power Automate
14 3 (2.38%) Snowflake
Database & Business Intelligence
1 36 (28.57%) Data Warehouse
2 29 (23.02%) Power BI
3 24 (19.05%) Metadata
4 11 (8.73%) Data Lake
4 11 (8.73%) Spark SQL
5 9 (7.14%) DynamoDB
5 9 (7.14%) NoSQL
6 7 (5.56%) Relational Database
7 6 (4.76%) SQL Server Integration Services
8 5 (3.97%) Semantic Layer
9 4 (3.17%) SQL Server
9 4 (3.17%) SQL Server Reporting Services
9 4 (3.17%) Star Schema
10 3 (2.38%) Amazon Redshift
10 3 (2.38%) Azure SQL Data Warehouse
10 3 (2.38%) Azure SQL Database
10 3 (2.38%) Big Data
10 3 (2.38%) PostgreSQL
11 2 (1.59%) Power Query
11 2 (1.59%) Tableau
Development Applications
1 6 (4.76%) JIRA
2 3 (2.38%) Git
3 1 (0.79%) MLflow
3 1 (0.79%) SQL Server Management Studio (SSMS)
3 1 (0.79%) Visual Studio
General
1 41 (32.54%) Finance
2 38 (30.16%) Social Skills
3 33 (26.19%) Analytical Skills
4 19 (15.08%) Manufacturing
5 11 (8.73%) Retail
6 10 (7.94%) Inclusion and Diversity
6 10 (7.94%) Public Sector
7 5 (3.97%) Local Government
8 4 (3.17%) Banking
8 4 (3.17%) Financial Institution
8 4 (3.17%) Presentation Skills
9 2 (1.59%) Advertising
9 2 (1.59%) Influencing Skills
10 1 (0.79%) Digital Health
10 1 (0.79%) Documentation Skills
10 1 (0.79%) Games
10 1 (0.79%) Legal
10 1 (0.79%) Organisational Skills
Job Titles
1 38 (30.16%) Architect
1 38 (30.16%) Data Engineer
2 30 (23.81%) Senior
3 26 (20.63%) Data Architect
4 22 (17.46%) Lead
5 21 (16.67%) Analyst
6 12 (9.52%) Business Analyst
6 12 (9.52%) Lead Data Engineer
7 11 (8.73%) Azure Engineer
8 9 (7.14%) Azure Platform Engineer
8 9 (7.14%) Cloud Platform Engineer
8 9 (7.14%) Platform Engineer
9 8 (6.35%) Consultant
9 8 (6.35%) SAP Architect
9 8 (6.35%) SAP Consultant
9 8 (6.35%) SAP Data Architect
9 8 (6.35%) SAP MDG Consultant
9 8 (6.35%) Senior Data Engineer
10 7 (5.56%) Lead Business Analyst
10 7 (5.56%) Senior Architect
Libraries, Frameworks & Software Standards
1 17 (13.49%) PySpark
2 15 (11.90%) REST
3 9 (7.14%) ARM Templates
4 7 (5.56%) Node.js
4 7 (5.56%) React
5 6 (4.76%) Middleware
6 5 (3.97%) SAP ALE
6 5 (3.97%) Web Dynpro
7 4 (3.17%) CSS
8 3 (2.38%) JSON
8 3 (2.38%) MACH
8 3 (2.38%) Tailwind CSS
9 2 (1.59%) FHIR
9 2 (1.59%) XBRL
9 2 (1.59%) XML
10 1 (0.79%) .NET
10 1 (0.79%) HTML5 Canvas
10 1 (0.79%) Kafka
10 1 (0.79%) RESTful
10 1 (0.79%) scikit-learn
Miscellaneous
1 12 (9.52%) Data Structures
2 8 (6.35%) Legacy Systems
2 8 (6.35%) Management Information System
3 7 (5.56%) Enterprise Software
3 7 (5.56%) Greenfield Project
4 5 (3.97%) Replication
5 4 (3.17%) Operational Technology
5 4 (3.17%) Public Cloud
6 3 (2.38%) Cloud Native
6 3 (2.38%) Low-Code
6 3 (2.38%) Product Ownership
7 2 (1.59%) NHS
7 2 (1.59%) Taxonomies
8 1 (0.79%) Clustering
8 1 (0.79%) Legacy Applications
8 1 (0.79%) Onboarding
8 1 (0.79%) PMI
8 1 (0.79%) Sports Betting
8 1 (0.79%) Virtual Team
Processes & Methodologies
1 59 (46.83%) Data Governance
2 38 (30.16%) Analytics
2 38 (30.16%) Business Intelligence
2 38 (30.16%) Data Architecture
3 33 (26.19%) Decision-Making
3 33 (26.19%) ETL
4 32 (25.40%) Data Engineering
5 29 (23.02%) Mentoring
5 29 (23.02%) Migration
6 28 (22.22%) CI/CD
7 27 (21.43%) Agile
7 27 (21.43%) Problem-Solving
8 25 (19.84%) Data Pipeline
8 25 (19.84%) Translating Business Requirements
9 24 (19.05%) DevOps
10 23 (18.25%) Data Integration
10 23 (18.25%) Master Data Management
10 23 (18.25%) Stakeholder Engagement
11 22 (17.46%) Logical Data Model
12 19 (15.08%) Computer Science
Programming Languages
1 50 (39.68%) SQL
2 40 (31.75%) Python
3 12 (9.52%) JavaScript
4 11 (8.73%) TypeScript
5 9 (7.14%) C#
6 8 (6.35%) Java
7 5 (3.97%) ABAP
7 5 (3.97%) Data Analysis Expressions
8 3 (2.38%) T-SQL
9 2 (1.59%) PowerShell
10 1 (0.79%) PL/SQL
10 1 (0.79%) VB
Qualifications
1 26 (20.63%) Degree
2 19 (15.08%) Computer Science Degree
3 12 (9.52%) Security Cleared
4 8 (6.35%) AWS Certification
5 6 (4.76%) AWS Certified Solutions Architect
5 6 (4.76%) Azure Certification
5 6 (4.76%) Microsoft Certification
5 6 (4.76%) SC Cleared
5 6 (4.76%) TOGAF Certification
6 5 (3.97%) SAP Certification
7 4 (3.17%) CBAP
7 4 (3.17%) IIBA
7 4 (3.17%) Master's Degree
8 1 (0.79%) DBS Check
8 1 (0.79%) PMI Certification
Quality Assurance & Compliance
1 55 (43.65%) Data Quality
2 20 (15.87%) GDPR
3 2 (1.59%) Accessibility
3 2 (1.59%) QA
4 1 (0.79%) California Consumer Privacy Act
4 1 (0.79%) HL7
System Software
1 4 (3.17%) Docker
Systems Management
1 10 (7.94%) Terraform
2 1 (0.79%) Kubernetes
Vendors
1 27 (21.43%) Microsoft
2 24 (19.05%) Databricks
3 21 (16.67%) SAP
4 7 (5.56%) Google
5 6 (4.76%) TOWER Software
6 5 (3.97%) Ariba
7 3 (2.38%) Informatica
8 2 (1.59%) Planon
8 2 (1.59%) Salesforce
9 1 (0.79%) Cloudera
9 1 (0.79%) Dell
9 1 (0.79%) Foundry
9 1 (0.79%) Nintex
9 1 (0.79%) Oracle
9 1 (0.79%) OutSystems
9 1 (0.79%) Palantir
9 1 (0.79%) Sage
9 1 (0.79%) Sparx
9 1 (0.79%) Workday