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

6 months to
20 Jun 2026
Same period 2025 Same period 2024
Rank 82 120 118
Rank change year-on-year +38 -2 -22
Permanent jobs citing Data Modelling 123 36 111
As % of all permanent jobs in Yorkshire 1.83% 1.24% 1.70%
As % of the Processes & Methodologies category 2.70% 1.34% 2.16%
Number of salaries quoted 95 34 71
10th Percentile £42,500 £38,000 £35,000
25th Percentile £52,500 £51,250 £40,000
Median annual salary (50th Percentile) £68,510 £60,000 £47,500
Median % change year-on-year +14.18% +26.32% -26.92%
75th Percentile £83,750 £68,750 £66,552
90th Percentile £90,000 £72,750 £80,000
England median annual salary £69,973 £65,750 £68,000
% change year-on-year +6.42% -3.31% -0.73%

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 4,550 2,685 5,146
As % of all permanent jobs advertised in Yorkshire 67.53% 92.49% 78.65%
Number of salaries quoted 3,203 1,289 3,889
10th Percentile £30,000 £25,750 £27,500
25th Percentile £40,000 £31,000 £36,625
Median annual salary (50th Percentile) £50,000 £47,500 £50,000
Median % change year-on-year +5.26% -5.00% -8.41%
75th Percentile £70,000 £68,750 £65,000
90th Percentile £85,000 £85,000 £80,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -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 20 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 20 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 +26 81 £68,510 +14.18% 14
South Yorkshire -25 23 £70,932 +74.07% 5
North Yorkshire +8 6 £56,500 +7.62%
East Yorkshire -22 6 £52,500 +2.94%
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 (3.25%) Apache Spark
2 3 (2.44%) Apache Airflow
2 3 (2.44%) Confluence
2 3 (2.44%) SharePoint
3 2 (1.63%) Apache
4 1 (0.81%) CMS
4 1 (0.81%) Palantir Foundry
4 1 (0.81%) SAS
Applications
1 9 (7.32%) Microsoft Excel
2 2 (1.63%) Microsoft Office
Business Applications
1 16 (13.01%) SAP S/4HANA
2 11 (8.94%) SAP MDG
3 8 (6.50%) SAP MDG-BP
4 4 (3.25%) SAP ERP
4 4 (3.25%) SAP MDG-F
5 2 (1.63%) Dynamics CRM
6 1 (0.81%) Oracle SCM
6 1 (0.81%) SAP MDM
6 1 (0.81%) Workday HCM
Cloud Services
1 55 (44.72%) Azure
2 45 (36.59%) AWS
3 34 (27.64%) Power Platform
4 20 (16.26%) GCP
5 17 (13.82%) Azure Data Factory
6 16 (13.01%) Serverless
7 12 (9.76%) Azure Logic Apps
8 11 (8.94%) Azure DevOps
9 10 (8.13%) Azure Functions
10 9 (7.32%) Azure Monitor
11 6 (4.88%) Azure Synapse Analytics
12 4 (3.25%) GitHub
12 4 (3.25%) SaaS
13 3 (2.44%) dbt
13 3 (2.44%) GitHub Actions
13 3 (2.44%) Microsoft Copilot
13 3 (2.44%) PowerApps
13 3 (2.44%) Snowflake
14 2 (1.63%) Microsoft 365
14 2 (1.63%) Power Automate
Database & Business Intelligence
1 39 (31.71%) Data Warehouse
2 33 (26.83%) Power BI
3 25 (20.33%) Metadata
4 11 (8.94%) Data Lake
4 11 (8.94%) Spark SQL
5 9 (7.32%) DynamoDB
5 9 (7.32%) NoSQL
6 7 (5.69%) Relational Database
7 6 (4.88%) SQL Server Integration Services
7 6 (4.88%) Star Schema
8 5 (4.07%) Semantic Layer
9 3 (2.44%) Amazon Redshift
9 3 (2.44%) Azure SQL Data Warehouse
9 3 (2.44%) Azure SQL Database
9 3 (2.44%) Big Data
9 3 (2.44%) PostgreSQL
9 3 (2.44%) SQL Server
9 3 (2.44%) SQL Server Reporting Services
10 2 (1.63%) BigQuery
10 2 (1.63%) Tableau
Development Applications
1 6 (4.88%) JIRA
2 3 (2.44%) Git
3 1 (0.81%) MLflow
3 1 (0.81%) SQL Server Management Studio (SSMS)
3 1 (0.81%) Visual Studio
General
1 42 (34.15%) Finance
2 37 (30.08%) Social Skills
3 32 (26.02%) Analytical Skills
4 20 (16.26%) Manufacturing
5 11 (8.94%) Inclusion and Diversity
5 11 (8.94%) Public Sector
5 11 (8.94%) Retail
6 5 (4.07%) Local Government
7 4 (3.25%) Banking
7 4 (3.25%) Financial Institution
7 4 (3.25%) Presentation Skills
8 2 (1.63%) Advertising
9 1 (0.81%) Digital Health
9 1 (0.81%) Games
9 1 (0.81%) Influencing Skills
9 1 (0.81%) Legal
9 1 (0.81%) Legal Technology
9 1 (0.81%) Organisational Skills
Job Titles
1 40 (32.52%) Data Engineer
2 36 (29.27%) Architect
3 27 (21.95%) Data Architect
4 26 (21.14%) Senior
5 23 (18.70%) Analyst
5 23 (18.70%) Lead
6 12 (9.76%) Business Analyst
6 12 (9.76%) Lead Data Engineer
7 11 (8.94%) Azure Engineer
8 9 (7.32%) Azure Platform Engineer
8 9 (7.32%) Cloud Platform Engineer
8 9 (7.32%) Platform Engineer
9 8 (6.50%) Consultant
9 8 (6.50%) SAP Architect
9 8 (6.50%) SAP Consultant
9 8 (6.50%) SAP Data Architect
9 8 (6.50%) SAP MDG Consultant
9 8 (6.50%) Senior Architect
9 8 (6.50%) Senior Data Engineer
10 7 (5.69%) Lead Business Analyst
Libraries, Frameworks & Software Standards
1 17 (13.82%) PySpark
2 15 (12.20%) REST
3 9 (7.32%) ARM Templates
4 6 (4.88%) Middleware
4 6 (4.88%) Node.js
4 6 (4.88%) React
5 5 (4.07%) SAP ALE
5 5 (4.07%) Web Dynpro
6 4 (3.25%) CSS
7 3 (2.44%) JSON
7 3 (2.44%) Tailwind CSS
8 2 (1.63%) FHIR
8 2 (1.63%) MACH
8 2 (1.63%) XBRL
8 2 (1.63%) XML
9 1 (0.81%) .NET
9 1 (0.81%) HTML5 Canvas
9 1 (0.81%) Kafka
9 1 (0.81%) scikit-learn
9 1 (0.81%) TensorFlow
Miscellaneous
1 12 (9.76%) Data Structures
2 9 (7.32%) Legacy Systems
3 7 (5.69%) Greenfield Project
3 7 (5.69%) Management Information System
4 5 (4.07%) Enterprise Software
4 5 (4.07%) Public Cloud
4 5 (4.07%) Replication
5 4 (3.25%) Cloud Native
5 4 (3.25%) Operational Technology
6 3 (2.44%) Low-Code
6 3 (2.44%) Product Ownership
7 2 (1.63%) NHS
7 2 (1.63%) Taxonomies
8 1 (0.81%) Clustering
8 1 (0.81%) Legacy Applications
8 1 (0.81%) Onboarding
8 1 (0.81%) PMI
8 1 (0.81%) Sports Betting
8 1 (0.81%) Virtual Team
Processes & Methodologies
1 59 (47.97%) Data Governance
2 42 (34.15%) Business Intelligence
3 38 (30.89%) Data Architecture
4 36 (29.27%) Analytics
5 35 (28.46%) Decision-Making
6 33 (26.83%) Data Engineering
7 32 (26.02%) ETL
8 30 (24.39%) CI/CD
9 29 (23.58%) Problem-Solving
10 28 (22.76%) Agile
10 28 (22.76%) Migration
11 27 (21.95%) Mentoring
12 26 (21.14%) Data Pipeline
13 25 (20.33%) DevOps
13 25 (20.33%) Translating Business Requirements
14 24 (19.51%) Master Data Management
15 22 (17.89%) Data Integration
15 22 (17.89%) Logical Data Model
16 20 (16.26%) Stakeholder Engagement
17 19 (15.45%) Stakeholder Management
Programming Languages
1 52 (42.28%) SQL
2 38 (30.89%) Python
3 9 (7.32%) JavaScript
3 9 (7.32%) TypeScript
4 7 (5.69%) C#
5 6 (4.88%) Data Analysis Expressions
5 6 (4.88%) Java
6 5 (4.07%) ABAP
7 2 (1.63%) PowerShell
7 2 (1.63%) T-SQL
8 1 (0.81%) PL/SQL
8 1 (0.81%) VB
Qualifications
1 24 (19.51%) Degree
2 17 (13.82%) Computer Science Degree
3 12 (9.76%) Security Cleared
4 6 (4.88%) AWS Certification
4 6 (4.88%) SC Cleared
5 5 (4.07%) SAP Certification
6 4 (3.25%) AWS Certified Solutions Architect
6 4 (3.25%) Azure Certification
6 4 (3.25%) CBAP
6 4 (3.25%) IIBA
6 4 (3.25%) Master's Degree
6 4 (3.25%) Microsoft Certification
6 4 (3.25%) TOGAF Certification
7 1 (0.81%) DBS Check
7 1 (0.81%) PMI Certification
Quality Assurance & Compliance
1 56 (45.53%) Data Quality
2 20 (16.26%) GDPR
3 2 (1.63%) Accessibility
3 2 (1.63%) QA
4 1 (0.81%) California Consumer Privacy Act
4 1 (0.81%) HL7
System Software
1 4 (3.25%) Docker
Systems Management
1 10 (8.13%) Terraform
2 1 (0.81%) Kubernetes
Vendors
1 26 (21.14%) Microsoft
2 25 (20.33%) Databricks
3 21 (17.07%) SAP
4 8 (6.50%) Google
5 6 (4.88%) TOWER Software
6 5 (4.07%) Ariba
7 3 (2.44%) Informatica
8 2 (1.63%) Foundry
8 2 (1.63%) Planon
8 2 (1.63%) Salesforce
9 1 (0.81%) Cloudera
9 1 (0.81%) Dell
9 1 (0.81%) Nintex
9 1 (0.81%) Oracle
9 1 (0.81%) OutSystems
9 1 (0.81%) Palantir
9 1 (0.81%) Sage
9 1 (0.81%) Workday