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

6 months to
3 May 2026
Same period 2025 Same period 2024
Rank 96 113 107
Rank change year-on-year +17 -6 +3
Permanent jobs citing Data Modelling 113 29 110
As % of all permanent jobs in Yorkshire 1.86% 1.21% 1.97%
As % of the Processes & Methodologies category 2.63% 1.29% 2.37%
Number of salaries quoted 81 27 67
10th Percentile £50,903 £38,750 £35,000
25th Percentile £63,750 £45,000 £41,250
Median annual salary (50th Percentile) £75,000 £60,000 £50,000
Median % change year-on-year +25.00% +20.00% -23.08%
75th Percentile £86,250 £65,302 £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 4,290 2,250 4,650
As % of all permanent jobs advertised in Yorkshire 70.76% 94.06% 83.36%
Number of salaries quoted 2,745 1,276 3,697
10th Percentile £29,000 £26,000 £27,500
25th Percentile £36,250 £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 £70,396 £65,000
90th Percentile £89,500 £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 3 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 3 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 +12 86 £75,000 +25.00% 29
South Yorkshire -33 12 £82,500 +77.42% 9
North Yorkshire 0 6 £65,000 +23.81% 5
East Yorkshire - 3 £60,000 - 2
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 (4.42%) Apache Spark
1 5 (4.42%) Confluence
2 4 (3.54%) SharePoint
3 3 (2.65%) Apache
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 14 (12.39%) SAP S/4HANA
2 10 (8.85%) SAP MDG
3 7 (6.19%) SAP MDG-BP
4 3 (2.65%) Dynamics CRM
4 3 (2.65%) SAP ERP
4 3 (2.65%) SAP MDG-F
5 1 (0.88%) Oracle SCM
5 1 (0.88%) Workday HCM
Cloud Services
1 63 (55.75%) Azure
2 52 (46.02%) AWS
3 25 (22.12%) Serverless
4 24 (21.24%) Power Platform
5 19 (16.81%) GCP
6 13 (11.50%) Azure Data Factory
7 12 (10.62%) Azure DevOps
8 9 (7.96%) Azure Logic Apps
9 8 (7.08%) Azure Functions
10 7 (6.19%) Azure Monitor
10 7 (6.19%) Azure Synapse Analytics
10 7 (6.19%) Microsoft 365
11 5 (4.42%) SaaS
12 4 (3.54%) PowerApps
13 3 (2.65%) Amazon S3
13 3 (2.65%) AWS Lambda
13 3 (2.65%) dbt
13 3 (2.65%) Power Automate
13 3 (2.65%) Snowflake
14 2 (1.77%) Microsoft Copilot
Database & Business Intelligence
1 25 (22.12%) Data Warehouse
2 24 (21.24%) Metadata
3 20 (17.70%) Power BI
4 11 (9.73%) Data Lake
5 9 (7.96%) DynamoDB
5 9 (7.96%) NoSQL
5 9 (7.96%) Spark SQL
6 5 (4.42%) Amazon Redshift
7 4 (3.54%) Relational Database
7 4 (3.54%) SQL Server Integration Services
8 3 (2.65%) Azure SQL Data Warehouse
8 3 (2.65%) Azure SQL Database
8 3 (2.65%) BigQuery
8 3 (2.65%) SQL Server
8 3 (2.65%) Star Schema
8 3 (2.65%) TIBCO EBX
9 2 (1.77%) Looker
9 2 (1.77%) Power Query
9 2 (1.77%) Semantic Layer
9 2 (1.77%) Tableau
Development Applications
1 8 (7.08%) JIRA
2 1 (0.88%) Git
2 1 (0.88%) MLflow
General
1 48 (42.48%) Social Skills
2 35 (30.97%) Finance
3 28 (24.78%) Analytical Skills
4 11 (9.73%) Public Sector
5 10 (8.85%) Manufacturing
5 10 (8.85%) Retail
6 7 (6.19%) Inclusion and Diversity
7 4 (3.54%) Influencing Skills
8 3 (2.65%) Banking
8 3 (2.65%) Documentation Skills
8 3 (2.65%) Financial Institution
9 2 (1.77%) Advertising
9 2 (1.77%) Organisational Skills
10 1 (0.88%) Digital Health
10 1 (0.88%) Legal
10 1 (0.88%) Local Government
10 1 (0.88%) Presentation Skills
10 1 (0.88%) Tech for Good
Job Titles
1 44 (38.94%) Architect
2 30 (26.55%) Senior
3 26 (23.01%) Data Engineer
4 21 (18.58%) Data Architect
5 16 (14.16%) Analyst
6 15 (13.27%) Lead
7 11 (9.73%) Business Analyst
8 9 (7.96%) Azure Engineer
8 9 (7.96%) Lead Data Engineer
9 8 (7.08%) Senior Data Engineer
10 7 (6.19%) Applications Architect
10 7 (6.19%) Azure Platform Engineer
10 7 (6.19%) Cloud Platform Engineer
10 7 (6.19%) Consultant
10 7 (6.19%) Platform Engineer
10 7 (6.19%) SAP Architect
10 7 (6.19%) SAP Consultant
10 7 (6.19%) SAP Data Architect
10 7 (6.19%) SAP MDG Consultant
10 7 (6.19%) Software Architect
Libraries, Frameworks & Software Standards
1 15 (13.27%) PySpark
2 10 (8.85%) REST
3 7 (6.19%) ARM Templates
4 5 (4.42%) Middleware
5 4 (3.54%) Node.js
5 4 (3.54%) React
5 4 (3.54%) SAP ALE
5 4 (3.54%) Web Dynpro
6 3 (2.65%) JSON
6 3 (2.65%) MACH
7 2 (1.77%) FHIR
7 2 (1.77%) XBRL
7 2 (1.77%) XML
8 1 (0.88%) .NET
8 1 (0.88%) CSS
8 1 (0.88%) HTML5 Canvas
8 1 (0.88%) Kafka
8 1 (0.88%) Oracle Fusion
8 1 (0.88%) scikit-learn
8 1 (0.88%) TensorFlow
Miscellaneous
1 15 (13.27%) Enterprise Software
2 10 (8.85%) Data Structures
3 8 (7.08%) Legacy Systems
3 8 (7.08%) Management Information System
4 6 (5.31%) Greenfield Project
5 5 (4.42%) Taxonomies
6 4 (3.54%) Public Cloud
6 4 (3.54%) Replication
7 3 (2.65%) Cloud Native
7 3 (2.65%) Low-Code
7 3 (2.65%) Product Ownership
8 2 (1.77%) NHS
9 1 (0.88%) Clustering
9 1 (0.88%) Legacy Applications
9 1 (0.88%) Operational Technology
9 1 (0.88%) PMI
Processes & Methodologies
1 58 (51.33%) Data Governance
2 33 (29.20%) Migration
3 32 (28.32%) Data Architecture
4 31 (27.43%) ETL
5 30 (26.55%) Analytics
5 30 (26.55%) Mentoring
6 26 (23.01%) Agile
6 26 (23.01%) Stakeholder Engagement
7 25 (22.12%) Computer Science
8 24 (21.24%) Business Intelligence
8 24 (21.24%) Data Engineering
9 23 (20.35%) CI/CD
10 22 (19.47%) DevOps
10 22 (19.47%) Problem-Solving
11 21 (18.58%) Data Integration
11 21 (18.58%) Decision-Making
12 20 (17.70%) Logical Data Model
13 19 (16.81%) Data Pipeline
13 19 (16.81%) Stakeholder Management
14 17 (15.04%) TOGAF
Programming Languages
1 42 (37.17%) Python
2 38 (33.63%) SQL
3 19 (16.81%) JavaScript
4 16 (14.16%) C#
5 15 (13.27%) Java
5 15 (13.27%) TypeScript
6 4 (3.54%) ABAP
7 3 (2.65%) T-SQL
8 2 (1.77%) Data Analysis Expressions
8 2 (1.77%) PowerShell
9 1 (0.88%) PL/SQL
9 1 (0.88%) VB
Qualifications
1 31 (27.43%) Degree
2 25 (22.12%) Computer Science Degree
3 16 (14.16%) AWS Certification
4 14 (12.39%) AWS Certified Solutions Architect
4 14 (12.39%) Azure Certification
4 14 (12.39%) Microsoft Certification
4 14 (12.39%) 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%) SAP Certification
6 4 (3.54%) SC Cleared
7 1 (0.88%) DBS Check
7 1 (0.88%) PMI Certification
Quality Assurance & Compliance
1 47 (41.59%) Data Quality
2 14 (12.39%) GDPR
3 2 (1.77%) QA
4 1 (0.88%) Accessibility
4 1 (0.88%) California Consumer Privacy Act
4 1 (0.88%) HL7
Systems Management
1 8 (7.08%) Terraform
Vendors
1 32 (28.32%) Microsoft
2 19 (16.81%) Databricks
3 18 (15.93%) SAP
4 4 (3.54%) Ariba
4 4 (3.54%) Google
4 4 (3.54%) Informatica
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%) Workday