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

6 months to
24 Mar 2026
Same period 2025 Same period 2024
Rank 94 106 107
Rank change year-on-year +12 +1 +10
Permanent jobs citing Data Modelling 93 32 106
As % of all permanent jobs in Yorkshire 1.94% 1.47% 2.02%
As % of the Processes & Methodologies category 2.61% 1.53% 2.38%
Number of salaries quoted 67 28 69
10th Percentile £41,700 £39,375 £35,000
25th Percentile £59,375 £43,505 £45,000
Median annual salary (50th Percentile) £71,000 £55,000 £50,000
Median % change year-on-year +29.09% +10.00% -23.08%
75th Percentile £77,500 £61,101 £66,250
90th Percentile £88,000 £67,500 £78,000
England median annual salary £70,000 £62,500 £67,500
% change year-on-year +12.00% -7.41% -

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 3,557 2,093 4,448
As % of all permanent jobs advertised in Yorkshire 74.09% 95.88% 84.92%
Number of salaries quoted 2,187 1,184 3,529
10th Percentile £28,250 £25,750 £27,500
25th Percentile £33,750 £32,500 £36,250
Median annual salary (50th Percentile) £50,000 £50,000 £50,000
Median % change year-on-year - - -9.09%
75th Percentile £66,500 £71,250 £65,000
90th Percentile £83,750 £90,000 £81,250
England median annual salary £55,000 £60,000 £55,000
% change year-on-year -8.33% +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 24 March 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 24 March 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 77 £74,250 +25.59% 28
North Yorkshire +2 5 £42,500 -19.05% 4
South Yorkshire -32 5 £70,932 +55.04% 7
East Yorkshire - 2 £53,415 - 3
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 7 (7.53%) Confluence
2 6 (6.45%) Apache Spark
3 4 (4.30%) Apache
3 4 (4.30%) SharePoint
4 3 (3.23%) Apache Airflow
5 1 (1.08%) SAS
Applications
1 6 (6.45%) Microsoft Excel
2 2 (2.15%) Microsoft Office
Business Applications
1 3 (3.23%) Dynamics CRM
2 2 (2.15%) Markit EDM
3 1 (1.08%) Oracle SCM
3 1 (1.08%) Workday HCM
Cloud Services
1 52 (55.91%) Azure
2 51 (54.84%) AWS
3 28 (30.11%) Serverless
4 18 (19.35%) Power Platform
5 12 (12.90%) GCP
6 10 (10.75%) Azure DevOps
7 7 (7.53%) Microsoft 365
8 6 (6.45%) Azure Synapse Analytics
9 5 (5.38%) Amazon S3
9 5 (5.38%) AWS Lambda
9 5 (5.38%) Azure Data Factory
10 4 (4.30%) Azure Logic Apps
10 4 (4.30%) dbt
10 4 (4.30%) PowerApps
10 4 (4.30%) SaaS
10 4 (4.30%) Snowflake
11 3 (3.23%) Azure Functions
11 3 (3.23%) Power Automate
12 2 (2.15%) Azure Monitor
12 2 (2.15%) GitHub
Database & Business Intelligence
1 20 (21.51%) Metadata
2 17 (18.28%) Data Warehouse
3 14 (15.05%) Power BI
4 11 (11.83%) Data Lake
5 9 (9.68%) DynamoDB
5 9 (9.68%) NoSQL
6 7 (7.53%) Amazon Redshift
7 5 (5.38%) Relational Database
7 5 (5.38%) SQL Server
7 5 (5.38%) SQL Server Integration Services
7 5 (5.38%) SQL Server Reporting Services
8 3 (3.23%) BigQuery
8 3 (3.23%) Data Vault
8 3 (3.23%) SQL Server Analysis Services
8 3 (3.23%) TIBCO EBX
9 2 (2.15%) Looker
9 2 (2.15%) Power Query
9 2 (2.15%) Spark SQL
9 2 (2.15%) Tableau
10 1 (1.08%) Elasticsearch
Development Applications
1 9 (9.68%) JIRA
2 3 (3.23%) Git
3 1 (1.08%) MLflow
General
1 49 (52.69%) Social Skills
2 27 (29.03%) Analytical Skills
3 22 (23.66%) Finance
4 9 (9.68%) Public Sector
5 4 (4.30%) Inclusion and Diversity
5 4 (4.30%) Influencing Skills
6 3 (3.23%) Documentation Skills
6 3 (3.23%) Organisational Skills
7 2 (2.15%) Banking
7 2 (2.15%) Financial Institution
7 2 (2.15%) Tech for Good
8 1 (1.08%) Advertising
8 1 (1.08%) Digital Health
8 1 (1.08%) Marketing
8 1 (1.08%) Presentation Skills
Job Titles
1 39 (41.94%) Architect
2 28 (30.11%) Senior
3 18 (19.35%) Data Engineer
4 15 (16.13%) Analyst
5 14 (15.05%) Data Architect
6 10 (10.75%) Applications Architect
6 10 (10.75%) Business Analyst
7 9 (9.68%) Senior Data Engineer
7 9 (9.68%) Software Architect
8 8 (8.60%) Developer
9 6 (6.45%) Lead
10 5 (5.38%) Senior Architect
11 4 (4.30%) Full-Stack Developer
11 4 (4.30%) Senior Data Architect
12 3 (3.23%) Full-Stack JavaScript Developer
12 3 (3.23%) Insight Manager
12 3 (3.23%) JavaScript Developer
12 3 (3.23%) Senior Full-Stack Developer
12 3 (3.23%) Senior JavaScript Developer
12 3 (3.23%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 7 (7.53%) PySpark
2 5 (5.38%) React
3 4 (4.30%) Node.js
3 4 (4.30%) REST
4 3 (3.23%) MACH
5 2 (2.15%) ARM Templates
5 2 (2.15%) JSON
6 1 (1.08%) .NET
6 1 (1.08%) CSS
6 1 (1.08%) Django
6 1 (1.08%) FastAPI
6 1 (1.08%) Flask
6 1 (1.08%) HTML5 Canvas
6 1 (1.08%) Kafka
6 1 (1.08%) LangChain
6 1 (1.08%) Middleware
6 1 (1.08%) Oracle Fusion
6 1 (1.08%) Pandas
6 1 (1.08%) SQLAlchemy
6 1 (1.08%) XML
Miscellaneous
1 20 (21.51%) Enterprise Software
2 10 (10.75%) Data Structures
3 7 (7.53%) Management Information System
4 4 (4.30%) Public Cloud
5 3 (3.23%) Legacy Systems
5 3 (3.23%) Low-Code
5 3 (3.23%) Product Ownership
5 3 (3.23%) Taxonomies
6 2 (2.15%) Cloud Native
7 1 (1.08%) Analytical Mindset
7 1 (1.08%) Clustering
7 1 (1.08%) Legacy Applications
7 1 (1.08%) NHS
7 1 (1.08%) Social Media
7 1 (1.08%) Virtual Team
Processes & Methodologies
1 37 (39.78%) Mentoring
2 29 (31.18%) Stakeholder Engagement
3 28 (30.11%) Agile
3 28 (30.11%) Data Governance
4 27 (29.03%) Migration
5 25 (26.88%) ETL
6 23 (24.73%) Analytics
6 23 (24.73%) Computer Science
7 22 (23.66%) Enterprise Architecture
7 22 (23.66%) TOGAF
8 20 (21.51%) Architectural Patterns
8 20 (21.51%) Microservices
8 20 (21.51%) Problem-Solving
9 19 (20.43%) Application Security
9 19 (20.43%) Data Architecture
9 19 (20.43%) DevOps
9 19 (20.43%) EAI
10 17 (18.28%) Business Intelligence
10 17 (18.28%) Stakeholder Management
11 16 (17.20%) Data Integration
Programming Languages
1 38 (40.86%) Python
2 27 (29.03%) SQL
3 24 (25.81%) JavaScript
4 20 (21.51%) C#
4 20 (21.51%) Java
4 20 (21.51%) TypeScript
5 3 (3.23%) Data Analysis Expressions
6 2 (2.15%) T-SQL
7 1 (1.08%) PL/SQL
7 1 (1.08%) R
7 1 (1.08%) VB
Qualifications
1 27 (29.03%) Degree
2 23 (24.73%) Computer Science Degree
3 21 (22.58%) AWS Certification
4 19 (20.43%) AWS Certified Solutions Architect
4 19 (20.43%) Azure Certification
4 19 (20.43%) Microsoft Certification
4 19 (20.43%) TOGAF Certification
5 7 (7.53%) Security Cleared
6 4 (4.30%) SC Cleared
7 3 (3.23%) CBAP
7 3 (3.23%) IIBA
8 2 (2.15%) Master's Degree
9 1 (1.08%) DBS Check
9 1 (1.08%) Six Sigma Green Belt
Quality Assurance & Compliance
1 25 (26.88%) Data Quality
2 4 (4.30%) GDPR
3 2 (2.15%) QA
4 1 (1.08%) Accessibility
4 1 (1.08%) Actionable Recommendations
4 1 (1.08%) California Consumer Privacy Act
System Software
1 2 (2.15%) Docker
Systems Management
1 4 (4.30%) Terraform
Vendors
1 35 (37.63%) Microsoft
2 12 (12.90%) Databricks
3 4 (4.30%) Google
3 4 (4.30%) Informatica
4 3 (3.23%) Sparx
4 3 (3.23%) TIBCO
5 2 (2.15%) Planon
6 1 (1.08%) Cloudera
6 1 (1.08%) Dell
6 1 (1.08%) Nintex
6 1 (1.08%) Oracle
6 1 (1.08%) Sage
6 1 (1.08%) SAP
6 1 (1.08%) Talend
6 1 (1.08%) TOWER Software
6 1 (1.08%) Workday