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

6 months to
4 Jun 2026
Same period 2025 Same period 2024
Rank 84 117 113
Rank change year-on-year +33 -4 -7
Permanent jobs citing Data Modelling 125 35 106
As % of all permanent jobs in Yorkshire 1.88% 1.30% 1.75%
As % of the Processes & Methodologies category 2.76% 1.39% 2.18%
Number of salaries quoted 96 33 65
10th Percentile £42,500 £41,500 £35,000
25th Percentile £55,750 £45,750 £41,250
Median annual salary (50th Percentile) £70,000 £60,000 £47,500
Median % change year-on-year +16.67% +26.32% -25.49%
75th Percentile £84,063 £65,000 £67,500
90th Percentile £90,000 £72,750 £80,000
England median annual salary £69,000 £65,000 £67,500
% change year-on-year +6.15% -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 4,523 2,518 4,854
As % of all permanent jobs advertised in Yorkshire 68.14% 93.50% 80.36%
Number of salaries quoted 3,085 1,221 3,798
10th Percentile £30,000 £25,750 £27,500
25th Percentile £40,000 £30,625 £36,250
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 £86,701 £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 4 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 4 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 84 £70,000 +16.67% 21
South Yorkshire -21 21 £70,932 +59.40% 5
North Yorkshire +1 7 £65,000 +23.81% 6
East Yorkshire - 5 £56,250 - 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 4 (3.20%) Apache Spark
1 4 (3.20%) SharePoint
2 3 (2.40%) Apache Airflow
2 3 (2.40%) Confluence
3 2 (1.60%) Apache
4 1 (0.80%) CMS
4 1 (0.80%) Palantir Foundry
4 1 (0.80%) SAS
Applications
1 9 (7.20%) Microsoft Excel
2 2 (1.60%) Microsoft Office
Business Applications
1 16 (12.80%) SAP S/4HANA
2 11 (8.80%) SAP MDG
3 8 (6.40%) SAP MDG-BP
4 4 (3.20%) SAP ERP
4 4 (3.20%) SAP MDG-F
5 3 (2.40%) Dynamics CRM
6 1 (0.80%) Oracle SCM
6 1 (0.80%) SAP MDM
6 1 (0.80%) Workday HCM
Cloud Services
1 57 (45.60%) Azure
2 47 (37.60%) AWS
3 30 (24.00%) Power Platform
4 19 (15.20%) GCP
4 19 (15.20%) Serverless
5 16 (12.80%) Azure Data Factory
6 13 (10.40%) Azure Logic Apps
7 11 (8.80%) Azure DevOps
8 10 (8.00%) Azure Functions
9 9 (7.20%) Azure Monitor
10 6 (4.80%) Azure Synapse Analytics
11 5 (4.00%) SaaS
12 4 (3.20%) GitHub
12 4 (3.20%) Microsoft 365
12 4 (3.20%) PowerApps
13 3 (2.40%) dbt
13 3 (2.40%) GitHub Actions
13 3 (2.40%) Microsoft Copilot
13 3 (2.40%) Power Automate
13 3 (2.40%) Snowflake
Database & Business Intelligence
1 33 (26.40%) Data Warehouse
2 28 (22.40%) Power BI
3 23 (18.40%) Metadata
4 11 (8.80%) Data Lake
4 11 (8.80%) Spark SQL
5 9 (7.20%) DynamoDB
5 9 (7.20%) NoSQL
6 7 (5.60%) Relational Database
6 7 (5.60%) SQL Server Integration Services
7 5 (4.00%) Semantic Layer
8 4 (3.20%) SQL Server
8 4 (3.20%) SQL Server Reporting Services
8 4 (3.20%) Star Schema
9 3 (2.40%) Amazon Redshift
9 3 (2.40%) Azure SQL Data Warehouse
9 3 (2.40%) Azure SQL Database
9 3 (2.40%) Big Data
9 3 (2.40%) PostgreSQL
10 2 (1.60%) Power Query
10 2 (1.60%) Tableau
Development Applications
1 6 (4.80%) JIRA
2 3 (2.40%) Git
3 1 (0.80%) MLflow
3 1 (0.80%) SQL Server Management Studio (SSMS)
3 1 (0.80%) Visual Studio
General
1 40 (32.00%) Social Skills
2 39 (31.20%) Finance
3 32 (25.60%) Analytical Skills
4 17 (13.60%) Manufacturing
5 11 (8.80%) Retail
6 10 (8.00%) Inclusion and Diversity
6 10 (8.00%) Public Sector
7 4 (3.20%) Banking
7 4 (3.20%) Financial Institution
7 4 (3.20%) Local Government
7 4 (3.20%) Presentation Skills
8 2 (1.60%) Advertising
8 2 (1.60%) Influencing Skills
9 1 (0.80%) Digital Health
9 1 (0.80%) Documentation Skills
9 1 (0.80%) Games
9 1 (0.80%) Legal
9 1 (0.80%) Organisational Skills
Job Titles
1 38 (30.40%) Architect
1 38 (30.40%) Data Engineer
2 31 (24.80%) Senior
3 25 (20.00%) Data Architect
4 22 (17.60%) Lead
5 19 (15.20%) Analyst
6 12 (9.60%) Business Analyst
6 12 (9.60%) Lead Data Engineer
7 11 (8.80%) Azure Engineer
8 9 (7.20%) Azure Platform Engineer
8 9 (7.20%) Cloud Platform Engineer
8 9 (7.20%) Platform Engineer
9 8 (6.40%) Consultant
9 8 (6.40%) SAP Architect
9 8 (6.40%) SAP Consultant
9 8 (6.40%) SAP Data Architect
9 8 (6.40%) SAP MDG Consultant
9 8 (6.40%) Senior Data Engineer
10 7 (5.60%) Lead Business Analyst
10 7 (5.60%) Senior Architect
Libraries, Frameworks & Software Standards
1 17 (13.60%) PySpark
2 15 (12.00%) REST
3 9 (7.20%) ARM Templates
4 7 (5.60%) Node.js
4 7 (5.60%) React
5 6 (4.80%) Middleware
6 5 (4.00%) SAP ALE
6 5 (4.00%) Web Dynpro
7 4 (3.20%) CSS
8 3 (2.40%) JSON
8 3 (2.40%) MACH
8 3 (2.40%) Tailwind CSS
9 2 (1.60%) FHIR
9 2 (1.60%) XBRL
9 2 (1.60%) XML
10 1 (0.80%) .NET
10 1 (0.80%) HTML5 Canvas
10 1 (0.80%) Kafka
10 1 (0.80%) scikit-learn
10 1 (0.80%) TensorFlow
Miscellaneous
1 12 (9.60%) Data Structures
2 9 (7.20%) Legacy Systems
3 8 (6.40%) Enterprise Software
3 8 (6.40%) Management Information System
4 7 (5.60%) Greenfield Project
5 5 (4.00%) Replication
6 4 (3.20%) Operational Technology
6 4 (3.20%) Public Cloud
7 3 (2.40%) Cloud Native
7 3 (2.40%) Low-Code
7 3 (2.40%) Product Ownership
8 2 (1.60%) NHS
8 2 (1.60%) Taxonomies
9 1 (0.80%) Clustering
9 1 (0.80%) Legacy Applications
9 1 (0.80%) Onboarding
9 1 (0.80%) PMI
9 1 (0.80%) Sports Betting
9 1 (0.80%) Virtual Team
Processes & Methodologies
1 58 (46.40%) Data Governance
2 37 (29.60%) Data Architecture
3 36 (28.80%) Analytics
3 36 (28.80%) Business Intelligence
4 34 (27.20%) ETL
5 33 (26.40%) Data Engineering
6 31 (24.80%) Decision-Making
7 30 (24.00%) Migration
8 29 (23.20%) Mentoring
9 28 (22.40%) CI/CD
9 28 (22.40%) Problem-Solving
10 27 (21.60%) Agile
11 26 (20.80%) Data Pipeline
12 24 (19.20%) DevOps
12 24 (19.20%) Translating Business Requirements
13 23 (18.40%) Data Integration
13 23 (18.40%) Stakeholder Engagement
14 22 (17.60%) Logical Data Model
14 22 (17.60%) Master Data Management
15 20 (16.00%) Computer Science
Programming Languages
1 50 (40.00%) SQL
2 41 (32.80%) Python
3 13 (10.40%) JavaScript
4 12 (9.60%) TypeScript
5 10 (8.00%) C#
6 9 (7.20%) Java
7 5 (4.00%) ABAP
7 5 (4.00%) Data Analysis Expressions
8 3 (2.40%) T-SQL
9 2 (1.60%) PowerShell
10 1 (0.80%) PL/SQL
10 1 (0.80%) VB
Qualifications
1 26 (20.80%) Degree
2 20 (16.00%) Computer Science Degree
3 12 (9.60%) Security Cleared
4 9 (7.20%) AWS Certification
5 7 (5.60%) AWS Certified Solutions Architect
5 7 (5.60%) Azure Certification
5 7 (5.60%) Microsoft Certification
5 7 (5.60%) TOGAF Certification
6 6 (4.80%) SC Cleared
7 5 (4.00%) SAP Certification
8 4 (3.20%) CBAP
8 4 (3.20%) IIBA
8 4 (3.20%) Master's Degree
9 1 (0.80%) DBS Check
9 1 (0.80%) PMI Certification
Quality Assurance & Compliance
1 54 (43.20%) Data Quality
2 19 (15.20%) GDPR
3 2 (1.60%) Accessibility
3 2 (1.60%) QA
4 1 (0.80%) California Consumer Privacy Act
4 1 (0.80%) HL7
System Software
1 4 (3.20%) Docker
Systems Management
1 10 (8.00%) Terraform
2 1 (0.80%) Kubernetes
Vendors
1 29 (23.20%) Microsoft
2 24 (19.20%) Databricks
3 21 (16.80%) SAP
4 6 (4.80%) Google
4 6 (4.80%) TOWER Software
5 5 (4.00%) Ariba
6 3 (2.40%) Informatica
7 2 (1.60%) Planon
7 2 (1.60%) Salesforce
8 1 (0.80%) Cloudera
8 1 (0.80%) Dell
8 1 (0.80%) Foundry
8 1 (0.80%) Nintex
8 1 (0.80%) Oracle
8 1 (0.80%) OutSystems
8 1 (0.80%) Palantir
8 1 (0.80%) Sage
8 1 (0.80%) Sparx
8 1 (0.80%) Workday