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 15 July 2026, with comparisons to the same periods in the previous two years.

6 months to
15 Jul 2026
Same period 2025 Same period 2024
Rank 94 121 125
Rank change year-on-year +27 +4 -56
Permanent jobs citing Data Modelling 106 40 94
As % of all permanent jobs in Yorkshire 1.54% 1.16% 1.56%
As % of the Processes & Methodologies category 2.26% 1.29% 1.96%
Number of salaries quoted 91 38 62
10th Percentile £42,500 £45,525 £36,907
25th Percentile £51,875 £56,563 £40,000
Median annual salary (50th Percentile) £67,500 £60,000 £49,747
Median % change year-on-year +12.50% +20.61% -20.41%
75th Percentile £83,750 £72,500 £75,000
90th Percentile £87,500 £88,250 £80,000
England median annual salary £69,973 £67,500 £70,000
% change year-on-year +3.66% -3.57% +3.70%

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 4,682 3,101 4,793
As % of all permanent jobs advertised in Yorkshire 67.93% 90.25% 79.43%
Number of salaries quoted 3,354 1,490 3,510
10th Percentile £30,000 £25,750 £27,500
25th Percentile £40,000 £31,250 £36,906
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 £67,500 £65,000
90th Percentile £85,000 £82,500 £79,250
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 15 July 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 15 July 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 +3 66 £67,500 +3.85% 26
South Yorkshire -19 23 £70,000 +40.00% 10
East Yorkshire -14 6 £52,500 +2.94% 3
North Yorkshire - 6 £46,500 - 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 3 (2.83%) Apache Airflow
1 3 (2.83%) Apache Spark
2 2 (1.89%) SharePoint
3 1 (0.94%) Apache
3 1 (0.94%) CMS
3 1 (0.94%) Confluence
3 1 (0.94%) Palantir Foundry
3 1 (0.94%) SAS
Applications
1 7 (6.60%) Microsoft Excel
2 1 (0.94%) Microsoft Office
Business Applications
1 16 (15.09%) SAP S/4HANA
2 11 (10.38%) SAP MDG
3 8 (7.55%) SAP MDG-BP
4 4 (3.77%) SAP ERP
4 4 (3.77%) SAP MDG-F
5 2 (1.89%) Dynamics CRM
6 1 (0.94%) Oracle SCM
6 1 (0.94%) SAP MDM
6 1 (0.94%) Workday HCM
Cloud Services
1 48 (45.28%) Azure
2 36 (33.96%) Power Platform
3 28 (26.42%) AWS
4 20 (18.87%) GCP
5 17 (16.04%) Azure Data Factory
6 11 (10.38%) Azure DevOps
6 11 (10.38%) Azure Logic Apps
6 11 (10.38%) Serverless
7 10 (9.43%) Azure Functions
8 9 (8.49%) Azure Monitor
9 7 (6.60%) Azure Synapse Analytics
10 4 (3.77%) GitHub
10 4 (3.77%) Snowflake
11 3 (2.83%) dbt
11 3 (2.83%) GitHub Actions
11 3 (2.83%) SaaS
12 2 (1.89%) Microsoft Copilot
12 2 (1.89%) PowerApps
13 1 (0.94%) Google Sheets
13 1 (0.94%) Power Automate
Database & Business Intelligence
1 43 (40.57%) Data Warehouse
2 35 (33.02%) Power BI
3 13 (12.26%) Metadata
4 11 (10.38%) Spark SQL
5 10 (9.43%) Data Lake
6 6 (5.66%) Semantic Layer
6 6 (5.66%) Star Schema
7 4 (3.77%) Amazon Redshift
7 4 (3.77%) Relational Database
7 4 (3.77%) SQL Server Integration Services
8 3 (2.83%) Azure SQL Data Warehouse
8 3 (2.83%) Azure SQL Database
8 3 (2.83%) Big Data
8 3 (2.83%) BigQuery
8 3 (2.83%) PostgreSQL
8 3 (2.83%) SQL Server
8 3 (2.83%) SQL Server Reporting Services
9 2 (1.89%) Tableau
10 1 (0.94%) Enterprise Data Warehouse
10 1 (0.94%) SAP Data Services
Development Applications
1 4 (3.77%) Git
1 4 (3.77%) JIRA
2 1 (0.94%) MLflow
2 1 (0.94%) SQL Server Management Studio (SSMS)
2 1 (0.94%) Visual Studio
General
1 41 (38.68%) Finance
2 29 (27.36%) Social Skills
3 25 (23.58%) Analytical Skills
4 23 (21.70%) Manufacturing
5 12 (11.32%) Retail
6 11 (10.38%) Inclusion and Diversity
7 7 (6.60%) Public Sector
8 5 (4.72%) Local Government
8 5 (4.72%) Presentation Skills
9 4 (3.77%) Banking
9 4 (3.77%) Financial Institution
10 2 (1.89%) Advertising
11 1 (0.94%) Digital Health
11 1 (0.94%) Games
11 1 (0.94%) Influencing Skills
11 1 (0.94%) Legal
11 1 (0.94%) Legal Technology
11 1 (0.94%) Organisational Skills
Job Titles
1 39 (36.79%) Data Engineer
2 24 (22.64%) Analyst
3 23 (21.70%) Lead
4 22 (20.75%) Senior
5 21 (19.81%) Architect
6 16 (15.09%) Data Architect
7 12 (11.32%) Business Analyst
7 12 (11.32%) Lead Data Engineer
8 11 (10.38%) Azure Engineer
9 9 (8.49%) Azure Platform Engineer
9 9 (8.49%) Cloud Platform Engineer
9 9 (8.49%) Platform Engineer
9 9 (8.49%) Senior Data Engineer
10 8 (7.55%) Consultant
10 8 (7.55%) SAP Architect
10 8 (7.55%) SAP Consultant
10 8 (7.55%) SAP Data Architect
10 8 (7.55%) SAP MDG Consultant
11 7 (6.60%) Lead Business Analyst
12 6 (5.66%) Solutions Architect
Libraries, Frameworks & Software Standards
1 15 (14.15%) REST
2 14 (13.21%) PySpark
3 9 (8.49%) ARM Templates
4 6 (5.66%) Middleware
4 6 (5.66%) Node.js
4 6 (5.66%) React
5 5 (4.72%) SAP ALE
5 5 (4.72%) Web Dynpro
6 4 (3.77%) CSS
7 3 (2.83%) JSON
7 3 (2.83%) Tailwind CSS
8 2 (1.89%) FHIR
8 2 (1.89%) MACH
8 2 (1.89%) XBRL
8 2 (1.89%) XML
9 1 (0.94%) HTML5 Canvas
9 1 (0.94%) Kafka
9 1 (0.94%) Oracle Fusion
9 1 (0.94%) RESTful
9 1 (0.94%) SAP PI
Miscellaneous
1 9 (8.49%) Legacy Systems
2 7 (6.60%) Greenfield Project
3 5 (4.72%) Operational Technology
3 5 (4.72%) Replication
4 4 (3.77%) Cloud Native
4 4 (3.77%) Management Information System
5 3 (2.83%) Data Structures
5 3 (2.83%) Public Cloud
6 2 (1.89%) Low-Code
6 2 (1.89%) Taxonomies
7 1 (0.94%) Clustering
7 1 (0.94%) Enterprise Software
7 1 (0.94%) Legacy Applications
7 1 (0.94%) NHS
7 1 (0.94%) Onboarding
7 1 (0.94%) PMI
7 1 (0.94%) Product Ownership
7 1 (0.94%) Sports Betting
7 1 (0.94%) Virtual Team
Processes & Methodologies
1 45 (42.45%) Business Intelligence
1 45 (42.45%) Data Governance
2 36 (33.96%) Decision-Making
3 34 (32.08%) Analytics
4 31 (29.25%) Data Engineering
5 30 (28.30%) ETL
6 26 (24.53%) CI/CD
7 25 (23.58%) Data Architecture
7 25 (23.58%) Data Pipeline
8 24 (22.64%) Migration
9 23 (21.70%) Problem-Solving
10 22 (20.75%) Master Data Management
11 21 (19.81%) DevOps
11 21 (19.81%) Mentoring
12 20 (18.87%) Translating Business Requirements
13 18 (16.98%) Agile
14 17 (16.04%) ERP
15 15 (14.15%) Stakeholder Engagement
16 14 (13.21%) Dashboard Development
16 14 (13.21%) Data Transformation
Programming Languages
1 50 (47.17%) SQL
2 31 (29.25%) Python
3 6 (5.66%) Data Analysis Expressions
4 5 (4.72%) ABAP
4 5 (4.72%) JavaScript
4 5 (4.72%) TypeScript
5 3 (2.83%) C#
6 2 (1.89%) Java
6 2 (1.89%) PowerShell
7 1 (0.94%) PL/SQL
7 1 (0.94%) T-SQL
7 1 (0.94%) VB
Qualifications
1 18 (16.98%) Degree
2 11 (10.38%) Computer Science Degree
3 5 (4.72%) SAP Certification
3 5 (4.72%) Security Cleared
4 4 (3.77%) CBAP
4 4 (3.77%) IIBA
5 2 (1.89%) Master's Degree
5 2 (1.89%) SC Cleared
6 1 (0.94%) DBS Check
6 1 (0.94%) PMI Certification
Quality Assurance & Compliance
1 45 (42.45%) Data Quality
2 20 (18.87%) GDPR
3 1 (0.94%) Accessibility
3 1 (0.94%) California Consumer Privacy Act
3 1 (0.94%) HL7
3 1 (0.94%) QA
System Software
1 4 (3.77%) Docker
Systems Management
1 10 (9.43%) Terraform
2 1 (0.94%) Kubernetes
Vendors
1 23 (21.70%) Databricks
2 21 (19.81%) SAP
3 19 (17.92%) Microsoft
4 8 (7.55%) Google
5 6 (5.66%) TOWER Software
6 5 (4.72%) Ariba
7 3 (2.83%) Informatica
8 2 (1.89%) Foundry
8 2 (1.89%) Salesforce
9 1 (0.94%) Cloudera
9 1 (0.94%) Dell
9 1 (0.94%) Nintex
9 1 (0.94%) Oracle
9 1 (0.94%) OutSystems
9 1 (0.94%) Palantir
9 1 (0.94%) Planon
9 1 (0.94%) Sage
9 1 (0.94%) Workday