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

6 months to
16 May 2026
Same period 2025 Same period 2024
Rank 87 114 118
Rank change year-on-year +27 +4 -8
Permanent jobs citing Data Modelling 119 32 105
As % of all permanent jobs in Yorkshire 1.88% 1.26% 1.86%
As % of the Processes & Methodologies category 2.71% 1.34% 2.25%
Number of salaries quoted 89 30 63
10th Percentile £42,500 £40,625 £35,000
25th Percentile £57,500 £45,188 £41,250
Median annual salary (50th Percentile) £71,000 £60,000 £47,500
Median % change year-on-year +18.33% +26.32% -26.92%
75th Percentile £85,000 £65,000 £67,500
90th Percentile £90,000 £72,750 £80,000
England median annual salary £68,510 £65,000 £67,500
% change year-on-year +5.40% -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 4,384 2,387 4,674
As % of all permanent jobs advertised in Yorkshire 69.29% 94.27% 82.86%
Number of salaries quoted 2,877 1,268 3,722
10th Percentile £30,000 £25,750 £27,500
25th Percentile £39,000 £31,250 £36,250
Median annual salary (50th Percentile) £50,000 £47,500 £50,000
Median % change year-on-year +5.26% -5.00% -9.09%
75th Percentile £70,000 £69,500 £65,000
90th Percentile £88,750 £87,500 £80,000
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +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 16 May 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 16 May 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 +24 87 £73,000 +21.67% 30
South Yorkshire -28 17 £82,500 +77.42% 4
North Yorkshire -4 6 £65,000 +23.81% 3
East Yorkshire - 3 £60,000 - 7
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 5 (4.20%) Apache Spark
2 4 (3.36%) SharePoint
3 3 (2.52%) Apache
3 3 (2.52%) Apache Airflow
3 3 (2.52%) Confluence
4 1 (0.84%) CMS
4 1 (0.84%) Palantir Foundry
4 1 (0.84%) SAS
Applications
1 7 (5.88%) Microsoft Excel
2 2 (1.68%) Microsoft Office
Business Applications
1 16 (13.45%) SAP S/4HANA
2 11 (9.24%) SAP MDG
3 8 (6.72%) SAP MDG-BP
4 4 (3.36%) Dynamics CRM
4 4 (3.36%) SAP ERP
4 4 (3.36%) SAP MDG-F
5 1 (0.84%) Oracle SCM
5 1 (0.84%) SAP MDM
5 1 (0.84%) Workday HCM
Cloud Services
1 62 (52.10%) Azure
2 50 (42.02%) AWS
3 29 (24.37%) Power Platform
4 23 (19.33%) Serverless
5 20 (16.81%) GCP
6 16 (13.45%) Azure Data Factory
7 13 (10.92%) Azure DevOps
8 12 (10.08%) Azure Logic Apps
9 10 (8.40%) Azure Functions
10 9 (7.56%) Azure Monitor
11 7 (5.88%) Azure Synapse Analytics
11 7 (5.88%) Microsoft 365
12 5 (4.20%) SaaS
13 4 (3.36%) PowerApps
13 4 (3.36%) Snowflake
14 3 (2.52%) Amazon S3
14 3 (2.52%) AWS Lambda
14 3 (2.52%) dbt
14 3 (2.52%) Microsoft Copilot
14 3 (2.52%) Power Automate
Database & Business Intelligence
1 31 (26.05%) Data Warehouse
2 25 (21.01%) Power BI
3 24 (20.17%) Metadata
4 12 (10.08%) Data Lake
5 11 (9.24%) Spark SQL
6 9 (7.56%) DynamoDB
6 9 (7.56%) NoSQL
7 6 (5.04%) SQL Server Integration Services
8 5 (4.20%) Amazon Redshift
8 5 (4.20%) Relational Database
9 4 (3.36%) Semantic Layer
9 4 (3.36%) SQL Server
9 4 (3.36%) Star Schema
10 3 (2.52%) Azure SQL Data Warehouse
10 3 (2.52%) Azure SQL Database
10 3 (2.52%) BigQuery
10 3 (2.52%) SQL Server Reporting Services
11 2 (1.68%) Looker
11 2 (1.68%) Power Query
11 2 (1.68%) Tableau
Development Applications
1 6 (5.04%) JIRA
2 2 (1.68%) Git
3 1 (0.84%) MLflow
3 1 (0.84%) SQL Server Management Studio (SSMS)
3 1 (0.84%) Visual Studio
General
1 43 (36.13%) Social Skills
2 36 (30.25%) Finance
3 30 (25.21%) Analytical Skills
4 13 (10.92%) Manufacturing
5 12 (10.08%) Public Sector
6 11 (9.24%) Retail
7 8 (6.72%) Inclusion and Diversity
8 4 (3.36%) Influencing Skills
9 3 (2.52%) Banking
9 3 (2.52%) Documentation Skills
9 3 (2.52%) Financial Institution
9 3 (2.52%) Local Government
10 2 (1.68%) Advertising
10 2 (1.68%) Organisational Skills
10 2 (1.68%) Presentation Skills
11 1 (0.84%) Digital Health
11 1 (0.84%) Legal
11 1 (0.84%) Tech for Good
Job Titles
1 42 (35.29%) Architect
2 32 (26.89%) Data Engineer
3 31 (26.05%) Senior
4 24 (20.17%) Data Architect
5 18 (15.13%) Lead
6 16 (13.45%) Analyst
7 11 (9.24%) Azure Engineer
7 11 (9.24%) Lead Data Engineer
8 10 (8.40%) Business Analyst
9 9 (7.56%) Azure Platform Engineer
9 9 (7.56%) Cloud Platform Engineer
9 9 (7.56%) Platform Engineer
10 8 (6.72%) Consultant
10 8 (6.72%) SAP Architect
10 8 (6.72%) SAP Consultant
10 8 (6.72%) SAP Data Architect
10 8 (6.72%) SAP MDG Consultant
10 8 (6.72%) Senior Data Engineer
11 7 (5.88%) Senior Architect
12 6 (5.04%) Solutions Architect
Libraries, Frameworks & Software Standards
1 17 (14.29%) PySpark
2 13 (10.92%) REST
3 9 (7.56%) ARM Templates
4 6 (5.04%) Middleware
5 5 (4.20%) Node.js
5 5 (4.20%) React
5 5 (4.20%) SAP ALE
5 5 (4.20%) Web Dynpro
6 3 (2.52%) JSON
6 3 (2.52%) MACH
7 2 (1.68%) CSS
7 2 (1.68%) FHIR
7 2 (1.68%) XBRL
7 2 (1.68%) XML
8 1 (0.84%) .NET
8 1 (0.84%) HTML5 Canvas
8 1 (0.84%) Kafka
8 1 (0.84%) Oracle Fusion
8 1 (0.84%) SAP PI
8 1 (0.84%) scikit-learn
Miscellaneous
1 11 (9.24%) Data Structures
1 11 (9.24%) Enterprise Software
2 10 (8.40%) Legacy Systems
3 9 (7.56%) Management Information System
4 7 (5.88%) Greenfield Project
5 5 (4.20%) Replication
6 4 (3.36%) Public Cloud
7 3 (2.52%) Cloud Native
7 3 (2.52%) Low-Code
7 3 (2.52%) Product Ownership
7 3 (2.52%) Taxonomies
8 2 (1.68%) NHS
8 2 (1.68%) Operational Technology
9 1 (0.84%) Clustering
9 1 (0.84%) Legacy Applications
9 1 (0.84%) PMI
9 1 (0.84%) Virtual Team
Processes & Methodologies
1 60 (50.42%) Data Governance
2 35 (29.41%) Data Architecture
2 35 (29.41%) ETL
3 33 (27.73%) Migration
4 32 (26.89%) Analytics
5 31 (26.05%) Business Intelligence
6 29 (24.37%) Mentoring
7 28 (23.53%) Data Engineering
8 27 (22.69%) CI/CD
9 26 (21.85%) Agile
9 26 (21.85%) Decision-Making
10 25 (21.01%) Stakeholder Engagement
11 24 (20.17%) DevOps
11 24 (20.17%) Problem-Solving
12 23 (19.33%) Computer Science
12 23 (19.33%) Data Integration
13 21 (17.65%) Data Pipeline
13 21 (17.65%) Logical Data Model
14 20 (16.81%) Translating Business Requirements
15 18 (15.13%) Master Data Management
Programming Languages
1 45 (37.82%) SQL
2 41 (34.45%) Python
3 15 (12.61%) JavaScript
4 12 (10.08%) C#
4 12 (10.08%) TypeScript
5 11 (9.24%) Java
6 5 (4.20%) ABAP
7 3 (2.52%) Data Analysis Expressions
7 3 (2.52%) T-SQL
8 2 (1.68%) PowerShell
9 1 (0.84%) PL/SQL
9 1 (0.84%) VB
Qualifications
1 30 (25.21%) Degree
2 23 (19.33%) Computer Science Degree
3 12 (10.08%) AWS Certification
4 10 (8.40%) AWS Certified Solutions Architect
4 10 (8.40%) Azure Certification
4 10 (8.40%) Microsoft Certification
4 10 (8.40%) Security Cleared
4 10 (8.40%) TOGAF Certification
5 5 (4.20%) SAP Certification
6 4 (3.36%) CBAP
6 4 (3.36%) IIBA
6 4 (3.36%) Master's Degree
6 4 (3.36%) SC Cleared
7 1 (0.84%) DBS Check
7 1 (0.84%) PMI Certification
Quality Assurance & Compliance
1 50 (42.02%) Data Quality
2 19 (15.97%) GDPR
3 2 (1.68%) QA
4 1 (0.84%) Accessibility
4 1 (0.84%) California Consumer Privacy Act
4 1 (0.84%) HL7
System Software
1 1 (0.84%) Docker
Systems Management
1 10 (8.40%) Terraform
Vendors
1 31 (26.05%) Microsoft
2 23 (19.33%) Databricks
3 20 (16.81%) SAP
4 5 (4.20%) Ariba
4 5 (4.20%) Google
5 4 (3.36%) TOWER Software
6 3 (2.52%) Informatica
6 3 (2.52%) Sparx
7 2 (1.68%) Planon
7 2 (1.68%) Salesforce
8 1 (0.84%) Cloudera
8 1 (0.84%) Dell
8 1 (0.84%) Foundry
8 1 (0.84%) Nintex
8 1 (0.84%) Oracle
8 1 (0.84%) OutSystems
8 1 (0.84%) Palantir
8 1 (0.84%) Sage
8 1 (0.84%) TIBCO
8 1 (0.84%) Workday