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

6 months to
23 Apr 2026
Same period 2025 Same period 2024
Rank 94 117 107
Rank change year-on-year +23 -10 +6
Permanent jobs citing Data Modelling 113 29 111
As % of all permanent jobs in Yorkshire 1.92% 1.23% 1.99%
As % of the Processes & Methodologies category 2.68% 1.31% 2.38%
Number of salaries quoted 80 27 70
10th Percentile £50,903 £38,750 £35,000
25th Percentile £61,250 £45,000 £42,188
Median annual salary (50th Percentile) £75,000 £60,000 £50,000
Median % change year-on-year +25.00% +20.00% -23.08%
75th Percentile £84,063 £65,302 £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% -

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 4,209 2,212 4,670
As % of all permanent jobs advertised in Yorkshire 71.47% 94.05% 83.66%
Number of salaries quoted 2,672 1,266 3,697
10th Percentile £28,250 £26,000 £27,500
25th Percentile £36,000 £31,250 £36,250
Median annual salary (50th Percentile) £50,000 £49,500 £50,000
Median % change year-on-year +1.01% -1.00% -9.09%
75th Percentile £70,000 £70,188 £65,000
90th Percentile £87,450 £87,500 £80,000
England median annual salary £57,591 £60,000 £55,000
% change year-on-year -4.02% +9.09% -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 23 April 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 23 April 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 +15 88 £75,000 +25.00% 33
South Yorkshire -40 10 £82,500 +77.42% 8
North Yorkshire +4 5 £65,000 +23.81% 7
East Yorkshire - 4 £60,000 - 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 6 (5.31%) Apache Spark
1 6 (5.31%) Confluence
2 4 (3.54%) Apache
2 4 (3.54%) SharePoint
3 3 (2.65%) Apache Airflow
4 1 (0.88%) CMS
4 1 (0.88%) Palantir Foundry
4 1 (0.88%) SAS
Applications
1 6 (5.31%) Microsoft Excel
2 2 (1.77%) Microsoft Office
Business Applications
1 10 (8.85%) SAP S/4HANA
2 7 (6.19%) SAP MDG
3 5 (4.42%) SAP MDG-BP
4 3 (2.65%) Dynamics CRM
5 2 (1.77%) SAP ERP
5 2 (1.77%) SAP MDG-F
6 1 (0.88%) Oracle SCM
6 1 (0.88%) Workday HCM
Cloud Services
1 64 (56.64%) Azure
2 54 (47.79%) AWS
3 27 (23.89%) Serverless
4 23 (20.35%) Power Platform
5 18 (15.93%) GCP
6 13 (11.50%) Azure Data Factory
7 12 (10.62%) Azure DevOps
8 8 (7.08%) Azure Logic Apps
8 8 (7.08%) Azure Synapse Analytics
9 7 (6.19%) Azure Functions
9 7 (6.19%) Microsoft 365
10 6 (5.31%) Azure Monitor
10 6 (5.31%) SaaS
11 4 (3.54%) Amazon S3
11 4 (3.54%) AWS Lambda
11 4 (3.54%) dbt
11 4 (3.54%) PowerApps
11 4 (3.54%) Snowflake
12 3 (2.65%) Power Automate
13 2 (1.77%) Microsoft Copilot
Database & Business Intelligence
1 26 (23.01%) Data Warehouse
2 25 (22.12%) Metadata
3 19 (16.81%) Power BI
4 13 (11.50%) Data Lake
5 9 (7.96%) DynamoDB
5 9 (7.96%) NoSQL
6 8 (7.08%) Spark SQL
7 6 (5.31%) Amazon Redshift
7 6 (5.31%) Relational Database
8 4 (3.54%) Azure SQL Database
8 4 (3.54%) SQL Server
8 4 (3.54%) SQL Server Integration Services
9 3 (2.65%) Azure SQL Data Warehouse
9 3 (2.65%) BigQuery
9 3 (2.65%) SQL Server Reporting Services
9 3 (2.65%) Star Schema
9 3 (2.65%) TIBCO EBX
10 2 (1.77%) Data Vault
10 2 (1.77%) Looker
10 2 (1.77%) Power Query
Development Applications
1 9 (7.96%) JIRA
2 1 (0.88%) Git
2 1 (0.88%) MLflow
General
1 52 (46.02%) Social Skills
2 34 (30.09%) Finance
3 30 (26.55%) Analytical Skills
4 11 (9.73%) Public Sector
5 7 (6.19%) Inclusion and Diversity
5 7 (6.19%) Manufacturing
5 7 (6.19%) Retail
6 4 (3.54%) Influencing Skills
7 3 (2.65%) Banking
7 3 (2.65%) Documentation Skills
7 3 (2.65%) Financial Institution
8 2 (1.77%) Advertising
8 2 (1.77%) Organisational Skills
9 1 (0.88%) Digital Health
9 1 (0.88%) Legal
9 1 (0.88%) Local Government
9 1 (0.88%) Presentation Skills
9 1 (0.88%) Tech for Good
Job Titles
1 43 (38.05%) Architect
2 32 (28.32%) Senior
3 27 (23.89%) Data Engineer
4 19 (16.81%) Data Architect
5 17 (15.04%) Analyst
6 14 (12.39%) Lead
7 12 (10.62%) Business Analyst
8 10 (8.85%) Senior Data Engineer
9 8 (7.08%) Applications Architect
9 8 (7.08%) Azure Engineer
9 8 (7.08%) Lead Data Engineer
10 7 (6.19%) Software Architect
11 6 (5.31%) Azure Platform Engineer
11 6 (5.31%) Cloud Platform Engineer
11 6 (5.31%) Developer
11 6 (5.31%) Platform Engineer
11 6 (5.31%) Senior Architect
12 5 (4.42%) Consultant
12 5 (4.42%) SAP Data Architect
12 5 (4.42%) SAP MDG Consultant
Libraries, Frameworks & Software Standards
1 14 (12.39%) PySpark
2 9 (7.96%) REST
3 6 (5.31%) ARM Templates
4 5 (4.42%) React
5 4 (3.54%) JSON
5 4 (3.54%) Middleware
5 4 (3.54%) Node.js
6 3 (2.65%) MACH
6 3 (2.65%) SAP ALE
6 3 (2.65%) Web Dynpro
6 3 (2.65%) XML
7 2 (1.77%) FHIR
7 2 (1.77%) XBRL
8 1 (0.88%) .NET
8 1 (0.88%) CSS
8 1 (0.88%) Django
8 1 (0.88%) Oracle Fusion
8 1 (0.88%) RESTful
8 1 (0.88%) scikit-learn
8 1 (0.88%) SQLAlchemy
Miscellaneous
1 16 (14.16%) Enterprise Software
2 11 (9.73%) Data Structures
3 8 (7.08%) Management Information System
4 7 (6.19%) Legacy Systems
5 5 (4.42%) Taxonomies
6 4 (3.54%) Cloud Native
6 4 (3.54%) Greenfield Project
6 4 (3.54%) Public Cloud
7 3 (2.65%) Low-Code
7 3 (2.65%) Product Ownership
7 3 (2.65%) Replication
8 2 (1.77%) NHS
9 1 (0.88%) Analytical Mindset
9 1 (0.88%) Clustering
9 1 (0.88%) Legacy Applications
9 1 (0.88%) PMI
9 1 (0.88%) Virtual Team
Processes & Methodologies
1 52 (46.02%) Data Governance
2 33 (29.20%) Mentoring
3 32 (28.32%) ETL
3 32 (28.32%) Migration
4 30 (26.55%) Agile
4 30 (26.55%) Analytics
4 30 (26.55%) Data Architecture
5 26 (23.01%) Stakeholder Engagement
6 25 (22.12%) Computer Science
7 24 (21.24%) Business Intelligence
7 24 (21.24%) CI/CD
7 24 (21.24%) DevOps
8 23 (20.35%) Data Engineering
8 23 (20.35%) Problem-Solving
9 22 (19.47%) Decision-Making
10 21 (18.58%) Data Integration
11 20 (17.70%) Data Pipeline
11 20 (17.70%) Stakeholder Management
12 19 (16.81%) Logical Data Model
13 18 (15.93%) TOGAF
Programming Languages
1 44 (38.94%) Python
2 40 (35.40%) SQL
3 20 (17.70%) JavaScript
4 17 (15.04%) C#
5 16 (14.16%) Java
5 16 (14.16%) TypeScript
6 3 (2.65%) ABAP
6 3 (2.65%) Data Analysis Expressions
6 3 (2.65%) T-SQL
7 2 (1.77%) PowerShell
8 1 (0.88%) PL/SQL
8 1 (0.88%) VB
Qualifications
1 31 (27.43%) Degree
2 25 (22.12%) Computer Science Degree
3 17 (15.04%) AWS Certification
4 15 (13.27%) AWS Certified Solutions Architect
4 15 (13.27%) Azure Certification
4 15 (13.27%) Microsoft Certification
4 15 (13.27%) TOGAF Certification
5 10 (8.85%) Security Cleared
6 4 (3.54%) CBAP
6 4 (3.54%) IIBA
6 4 (3.54%) Master's Degree
6 4 (3.54%) SC Cleared
7 3 (2.65%) SAP Certification
8 1 (0.88%) DBS Check
8 1 (0.88%) PMI Certification
8 1 (0.88%) Six Sigma Green Belt
Quality Assurance & Compliance
1 44 (38.94%) Data Quality
2 12 (10.62%) GDPR
3 2 (1.77%) QA
4 1 (0.88%) Accessibility
4 1 (0.88%) Actionable Recommendations
4 1 (0.88%) California Consumer Privacy Act
4 1 (0.88%) HL7
System Software
1 2 (1.77%) Docker
Systems Management
1 8 (7.08%) Terraform
Vendors
1 32 (28.32%) Microsoft
2 19 (16.81%) Databricks
3 14 (12.39%) SAP
4 4 (3.54%) Google
4 4 (3.54%) Informatica
5 3 (2.65%) Ariba
5 3 (2.65%) Sparx
5 3 (2.65%) TIBCO
5 3 (2.65%) TOWER Software
6 2 (1.77%) Planon
6 2 (1.77%) Salesforce
7 1 (0.88%) Cloudera
7 1 (0.88%) Dell
7 1 (0.88%) Foundry
7 1 (0.88%) Nintex
7 1 (0.88%) Oracle
7 1 (0.88%) OutSystems
7 1 (0.88%) Palantir
7 1 (0.88%) Sage
7 1 (0.88%) Talend