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

6 months to
4 Sep 2026
Same period 2025 Same period 2024
Rank 89 99 116
Rank change year-on-year +10 +17 -42
Permanent jobs citing Data Modelling 114 55 78
As % of all permanent jobs in Yorkshire 1.53% 1.66% 1.53%
As % of the Processes & Methodologies category 2.28% 1.91% 1.95%
Number of salaries quoted 92 48 48
10th Percentile £42,500 £53,750 £35,188
25th Percentile £52,188 £57,500 £40,000
Median annual salary (50th Percentile) £67,500 £67,500 £52,000
Median % change year-on-year - +29.81% -5.45%
75th Percentile £83,750 £72,500 £76,250
90th Percentile £89,750 £79,625 £80,000
England median annual salary £70,000 £68,000 £70,000
% change year-on-year +2.94% -2.86% +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 4,994 2,875 3,994
As % of all permanent jobs advertised in Yorkshire 66.85% 86.99% 78.56%
Number of salaries quoted 3,685 1,456 2,207
10th Percentile £30,000 £26,000 £29,750
25th Percentile £40,000 £31,000 £40,000
Median annual salary (50th Percentile) £52,445 £47,500 £50,000
Median % change year-on-year +10.41% -5.00% -4.76%
75th Percentile £70,000 £65,313 £65,000
90th Percentile £87,500 £80,000 £78,750
England median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% -8.00%

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 September 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 September 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 -13 70 £67,500 -0.74% 35
South Yorkshire -11 28 £69,828 +9.53% 10
East Yorkshire -3 6 £52,500 +2.94%
North Yorkshire - 5 £82,500 - 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 3 (2.63%) Apache Airflow
1 3 (2.63%) Apache Spark
2 1 (0.88%) Apache
2 1 (0.88%) CMS
2 1 (0.88%) Confluence
2 1 (0.88%) Palantir Foundry
2 1 (0.88%) SharePoint
Applications
1 6 (5.26%) Microsoft Excel
2 1 (0.88%) Microsoft Office
Business Applications
1 16 (14.04%) SAP S/4HANA
2 11 (9.65%) SAP MDG
3 8 (7.02%) SAP MDG-BP
4 4 (3.51%) SAP ERP
4 4 (3.51%) SAP MDG-F
5 2 (1.75%) Dynamics CRM
6 1 (0.88%) SAP MDM
Cloud Services
1 48 (42.11%) Azure
2 36 (31.58%) Power Platform
3 26 (22.81%) AWS
4 19 (16.67%) Azure Data Factory
4 19 (16.67%) GCP
5 11 (9.65%) Azure DevOps
5 11 (9.65%) Azure Logic Apps
5 11 (9.65%) Serverless
6 10 (8.77%) Azure Functions
7 9 (7.89%) Azure Monitor
8 6 (5.26%) Azure Synapse Analytics
9 5 (4.39%) dbt
10 4 (3.51%) GitHub
11 3 (2.63%) Azure Databricks
11 3 (2.63%) GitHub Actions
11 3 (2.63%) SaaS
11 3 (2.63%) Snowflake
12 2 (1.75%) Alation
12 2 (1.75%) Microsoft Copilot
12 2 (1.75%) Microsoft Purview
Communications & Networking
1 1 (0.88%) ATM
Database & Business Intelligence
1 44 (38.60%) Data Warehouse
2 36 (31.58%) Power BI
3 22 (19.30%) Metadata
4 11 (9.65%) Semantic Layer
4 11 (9.65%) Spark SQL
5 9 (7.89%) Data Lake
6 7 (6.14%) Relational Database
7 6 (5.26%) SQL Server
7 6 (5.26%) SQL Server Integration Services
7 6 (5.26%) Star Schema
8 5 (4.39%) Delta Lake
9 4 (3.51%) Amazon Redshift
10 3 (2.63%) Azure SQL Database
10 3 (2.63%) Big Data
10 3 (2.63%) BigQuery
10 3 (2.63%) Metadata Repository
10 3 (2.63%) PostgreSQL
10 3 (2.63%) SQL Server Reporting Services
11 2 (1.75%) Azure SQL Data Warehouse
11 2 (1.75%) Tableau
Development Applications
1 4 (3.51%) Git
2 3 (2.63%) MLflow
3 2 (1.75%) GitLab
3 2 (1.75%) JIRA
3 2 (1.75%) SQL Server Management Studio (SSMS)
4 1 (0.88%) Visual Studio
General
1 39 (34.21%) Finance
2 35 (30.70%) Social Skills
3 27 (23.68%) Analytical Skills
4 23 (20.18%) Manufacturing
5 13 (11.40%) Retail
6 11 (9.65%) Inclusion and Diversity
7 7 (6.14%) Public Sector
8 5 (4.39%) Banking
8 5 (4.39%) Local Government
8 5 (4.39%) Presentation Skills
9 4 (3.51%) Legal
10 3 (2.63%) Financial Institution
11 2 (1.75%) Advertising
12 1 (0.88%) Games
12 1 (0.88%) Influencing Skills
12 1 (0.88%) Legal Technology
Job Titles
1 39 (34.21%) Data Engineer
2 26 (22.81%) Architect
2 26 (22.81%) Senior
3 24 (21.05%) Analyst
4 23 (20.18%) Lead
5 22 (19.30%) Data Architect
6 14 (12.28%) Business Analyst
7 12 (10.53%) Databricks Engineer
7 12 (10.53%) Lead Data Engineer
8 11 (9.65%) Azure Engineer
8 11 (9.65%) Databricks Data Engineer
9 10 (8.77%) Senior Data Engineer
10 9 (7.89%) Azure Platform Engineer
10 9 (7.89%) Cloud Platform Engineer
10 9 (7.89%) Platform Engineer
11 8 (7.02%) Consultant
11 8 (7.02%) SAP Consultant
11 8 (7.02%) SAP Data Architect
11 8 (7.02%) SAP MDG Consultant
11 8 (7.02%) Senior Architect
Libraries, Frameworks & Software Standards
1 17 (14.91%) PySpark
2 14 (12.28%) REST
3 10 (8.77%) Terraform
4 9 (7.89%) ARM Templates
5 5 (4.39%) Middleware
5 5 (4.39%) SAP ALE
5 5 (4.39%) Web Dynpro
6 3 (2.63%) .NET
6 3 (2.63%) CSS
6 3 (2.63%) Node.js
6 3 (2.63%) React
6 3 (2.63%) Tailwind CSS
7 2 (1.75%) FHIR
7 2 (1.75%) JSON
7 2 (1.75%) XBRL
7 2 (1.75%) XML
8 1 (0.88%) HTML5 Canvas
8 1 (0.88%) Kafka
8 1 (0.88%) RESTful
8 1 (0.88%) SAP PI
Miscellaneous
1 9 (7.89%) Legacy Systems
2 8 (7.02%) Greenfield Project
3 7 (6.14%) Data Structures
4 5 (4.39%) Cloud Native
4 5 (4.39%) Operational Technology
4 5 (4.39%) Replication
5 4 (3.51%) Management Information System
6 3 (2.63%) Taxonomies
7 2 (1.75%) Low-Code
7 2 (1.75%) Public Cloud
8 1 (0.88%) Clustering
8 1 (0.88%) Legacy Applications
8 1 (0.88%) NHS
8 1 (0.88%) Onboarding
8 1 (0.88%) PMI
8 1 (0.88%) Sports Betting
8 1 (0.88%) Virtual Team
Processes & Methodologies
1 54 (47.37%) Data Governance
2 50 (43.86%) Business Intelligence
3 41 (35.96%) Analytics
3 41 (35.96%) Decision-Making
4 35 (30.70%) Data Engineering
5 32 (28.07%) ETL
6 31 (27.19%) CI/CD
7 30 (26.32%) Data Architecture
8 26 (22.81%) Mentoring
8 26 (22.81%) Migration
8 26 (22.81%) Problem-Solving
9 25 (21.93%) Data Pipeline
10 23 (20.18%) Master Data Management
11 22 (19.30%) DevOps
11 22 (19.30%) Lakehouse
12 21 (18.42%) Translating Business Requirements
13 19 (16.67%) Agile
13 19 (16.67%) Metadata Management
14 17 (14.91%) ERP
15 16 (14.04%) Stakeholder Management
Programming Languages
1 55 (48.25%) SQL
2 31 (27.19%) Python
3 8 (7.02%) Data Analysis Expressions
4 5 (4.39%) ABAP
4 5 (4.39%) C#
5 4 (3.51%) TypeScript
6 2 (1.75%) Java
6 2 (1.75%) JavaScript
6 2 (1.75%) PowerShell
6 2 (1.75%) T-SQL
7 1 (0.88%) Scala
7 1 (0.88%) VB
Qualifications
1 18 (15.79%) Degree
2 11 (9.65%) Computer Science Degree
3 5 (4.39%) SAP Certification
3 5 (4.39%) Security Cleared
4 4 (3.51%) CBAP
4 4 (3.51%) IIBA
5 2 (1.75%) Master's Degree
5 2 (1.75%) SC Cleared
6 1 (0.88%) PMI Certification
Quality Assurance & Compliance
1 52 (45.61%) Data Quality
2 20 (17.54%) GDPR
3 3 (2.63%) Accessibility
4 1 (0.88%) California Consumer Privacy Act
4 1 (0.88%) HL7
4 1 (0.88%) QA
System Software
1 4 (3.51%) Docker
Systems Management
1 1 (0.88%) Kubernetes
Vendors
1 28 (24.56%) Databricks
2 21 (18.42%) Microsoft
2 21 (18.42%) SAP
3 7 (6.14%) Google
4 6 (5.26%) TOWER Software
5 5 (4.39%) Ariba
6 2 (1.75%) Foundry
6 2 (1.75%) Informatica
6 2 (1.75%) Salesforce
7 1 (0.88%) Cloudera
7 1 (0.88%) Dell
7 1 (0.88%) OutSystems
7 1 (0.88%) Palantir
7 1 (0.88%) Planon
7 1 (0.88%) Sage