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

6 months to
8 Apr 2026
Same period 2025 Same period 2024
Rank 96 110 108
Rank change year-on-year +14 -2 +5
Permanent jobs citing Data Modelling 101 31 107
As % of all permanent jobs in Yorkshire 1.90% 1.38% 1.98%
As % of the Processes & Methodologies category 2.62% 1.45% 2.35%
Number of salaries quoted 73 29 72
10th Percentile £49,181 £40,000 £35,000
25th Percentile £57,500 £45,000 £45,000
Median annual salary (50th Percentile) £72,500 £57,500 £50,000
Median % change year-on-year +26.09% +15.00% -23.08%
75th Percentile £80,250 £61,250 £67,500
90th Percentile £89,750 £72,750 £80,000
England median annual salary £70,000 £65,000 £67,500
% change year-on-year +7.69% -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 3,857 2,133 4,549
As % of all permanent jobs advertised in Yorkshire 72.47% 94.84% 84.19%
Number of salaries quoted 2,443 1,244 3,626
10th Percentile £28,250 £25,750 £27,500
25th Percentile £35,000 £32,000 £36,250
Median annual salary (50th Percentile) £50,000 £50,000 £50,000
Median % change year-on-year - - -9.09%
75th Percentile £70,000 £71,250 £65,000
90th Percentile £85,000 £90,000 £80,000
England median annual salary £57,500 £60,000 £55,000
% change year-on-year -4.17% +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 8 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 8 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 +13 80 £74,250 +24.66% 34
South Yorkshire -30 8 £76,716 +67.68% 11
North Yorkshire +1 6 £53,750 +2.38% 4
East Yorkshire - 2 £53,415 - 4
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 (5.94%) Apache Spark
1 6 (5.94%) Confluence
2 4 (3.96%) Apache
2 4 (3.96%) SharePoint
3 3 (2.97%) Apache Airflow
4 1 (0.99%) CMS
4 1 (0.99%) Palantir Foundry
4 1 (0.99%) SAS
Applications
1 6 (5.94%) Microsoft Excel
2 2 (1.98%) Microsoft Office
Business Applications
1 3 (2.97%) Dynamics CRM
2 2 (1.98%) SAP S/4HANA
3 1 (0.99%) Oracle SCM
3 1 (0.99%) SAP MDG
3 1 (0.99%) SAP MDG-BP
3 1 (0.99%) Workday HCM
Cloud Services
1 55 (54.46%) Azure
2 53 (52.48%) AWS
3 28 (27.72%) Serverless
4 19 (18.81%) Power Platform
5 14 (13.86%) GCP
6 10 (9.90%) Azure DevOps
7 7 (6.93%) Azure Data Factory
7 7 (6.93%) Microsoft 365
8 6 (5.94%) Azure Logic Apps
8 6 (5.94%) Azure Synapse Analytics
8 6 (5.94%) SaaS
9 5 (4.95%) Amazon S3
9 5 (4.95%) AWS Lambda
9 5 (4.95%) Azure Functions
10 4 (3.96%) Azure Monitor
10 4 (3.96%) dbt
10 4 (3.96%) PowerApps
10 4 (3.96%) Snowflake
11 3 (2.97%) Power Automate
12 2 (1.98%) Microsoft Copilot
Database & Business Intelligence
1 22 (21.78%) Metadata
2 20 (19.80%) Data Warehouse
3 15 (14.85%) Power BI
4 11 (10.89%) Data Lake
5 9 (8.91%) DynamoDB
5 9 (8.91%) NoSQL
6 7 (6.93%) Amazon Redshift
7 6 (5.94%) Relational Database
8 4 (3.96%) Spark SQL
8 4 (3.96%) SQL Server
8 4 (3.96%) SQL Server Integration Services
9 3 (2.97%) BigQuery
9 3 (2.97%) SQL Server Reporting Services
9 3 (2.97%) TIBCO EBX
10 2 (1.98%) Azure SQL Database
10 2 (1.98%) Data Vault
10 2 (1.98%) Looker
10 2 (1.98%) Power Query
10 2 (1.98%) Tableau
11 1 (0.99%) SAP Data Services
Development Applications
1 9 (8.91%) JIRA
2 1 (0.99%) Git
2 1 (0.99%) MLflow
General
1 51 (50.50%) Social Skills
2 29 (28.71%) Analytical Skills
3 28 (27.72%) Finance
4 11 (10.89%) Public Sector
5 7 (6.93%) Inclusion and Diversity
6 4 (3.96%) Influencing Skills
7 3 (2.97%) Banking
7 3 (2.97%) Documentation Skills
7 3 (2.97%) Financial Institution
8 2 (1.98%) Organisational Skills
8 2 (1.98%) Tech for Good
9 1 (0.99%) Advertising
9 1 (0.99%) Digital Health
9 1 (0.99%) Legal
9 1 (0.99%) Local Government
9 1 (0.99%) Manufacturing
9 1 (0.99%) Marketing
9 1 (0.99%) Presentation Skills
9 1 (0.99%) Retail
Job Titles
1 40 (39.60%) Architect
2 32 (31.68%) Senior
3 21 (20.79%) Data Engineer
4 18 (17.82%) Analyst
5 15 (14.85%) Data Architect
6 12 (11.88%) Business Analyst
7 10 (9.90%) Lead
7 10 (9.90%) Senior Data Engineer
8 9 (8.91%) Applications Architect
9 8 (7.92%) Software Architect
10 6 (5.94%) Developer
10 6 (5.94%) Senior Architect
11 5 (4.95%) Lead Data Engineer
12 4 (3.96%) Azure Engineer
12 4 (3.96%) Azure Platform Engineer
12 4 (3.96%) Cloud Platform Engineer
12 4 (3.96%) Full-Stack Developer
12 4 (3.96%) Platform Engineer
12 4 (3.96%) Senior Business Analyst
12 4 (3.96%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 10 (9.90%) PySpark
2 7 (6.93%) REST
3 5 (4.95%) React
4 4 (3.96%) ARM Templates
4 4 (3.96%) Node.js
5 3 (2.97%) JSON
5 3 (2.97%) MACH
6 2 (1.98%) FHIR
6 2 (1.98%) Middleware
6 2 (1.98%) XML
7 1 (0.99%) .NET
7 1 (0.99%) CSS
7 1 (0.99%) Django
7 1 (0.99%) FastAPI
7 1 (0.99%) LangChain
7 1 (0.99%) LlamaIndex
7 1 (0.99%) pgvector
7 1 (0.99%) SAP ALE
7 1 (0.99%) Web Dynpro
7 1 (0.99%) XBRL
Miscellaneous
1 18 (17.82%) Enterprise Software
2 11 (10.89%) Data Structures
3 8 (7.92%) Management Information System
4 5 (4.95%) Legacy Systems
5 4 (3.96%) Public Cloud
5 4 (3.96%) Taxonomies
6 3 (2.97%) Low-Code
6 3 (2.97%) Product Ownership
7 2 (1.98%) Cloud Native
7 2 (1.98%) NHS
8 1 (0.99%) Analytical Mindset
8 1 (0.99%) Clustering
8 1 (0.99%) Legacy Applications
8 1 (0.99%) PMI
8 1 (0.99%) Replication
8 1 (0.99%) Social Media
8 1 (0.99%) Virtual Team
Processes & Methodologies
1 36 (35.64%) Data Governance
2 35 (34.65%) Mentoring
3 31 (30.69%) Agile
4 29 (28.71%) Migration
5 28 (27.72%) Stakeholder Engagement
6 27 (26.73%) ETL
7 25 (24.75%) Analytics
8 23 (22.77%) Computer Science
8 23 (22.77%) Data Architecture
9 20 (19.80%) Business Intelligence
9 20 (19.80%) Data Engineering
9 20 (19.80%) Data Integration
9 20 (19.80%) DevOps
9 20 (19.80%) Enterprise Architecture
9 20 (19.80%) Problem-Solving
9 20 (19.80%) Stakeholder Management
9 20 (19.80%) TOGAF
10 19 (18.81%) CI/CD
11 18 (17.82%) Architectural Patterns
11 18 (17.82%) Decision-Making
Programming Languages
1 42 (41.58%) Python
2 33 (32.67%) SQL
3 22 (21.78%) JavaScript
4 19 (18.81%) C#
5 18 (17.82%) Java
5 18 (17.82%) TypeScript
6 3 (2.97%) Data Analysis Expressions
6 3 (2.97%) T-SQL
7 1 (0.99%) ABAP
7 1 (0.99%) PL/SQL
7 1 (0.99%) R
7 1 (0.99%) VB
Qualifications
1 29 (28.71%) Degree
2 23 (22.77%) Computer Science Degree
3 19 (18.81%) AWS Certification
4 17 (16.83%) AWS Certified Solutions Architect
4 17 (16.83%) Azure Certification
4 17 (16.83%) Microsoft Certification
4 17 (16.83%) TOGAF Certification
5 9 (8.91%) Security Cleared
6 4 (3.96%) CBAP
6 4 (3.96%) IIBA
6 4 (3.96%) SC Cleared
7 2 (1.98%) Master's Degree
8 1 (0.99%) DBS Check
8 1 (0.99%) PMI Certification
8 1 (0.99%) SAP Certification
8 1 (0.99%) Six Sigma Green Belt
Quality Assurance & Compliance
1 32 (31.68%) Data Quality
2 8 (7.92%) GDPR
3 2 (1.98%) QA
4 1 (0.99%) Accessibility
4 1 (0.99%) Actionable Recommendations
4 1 (0.99%) California Consumer Privacy Act
4 1 (0.99%) HL7
System Software
1 2 (1.98%) Docker
Systems Management
1 6 (5.94%) Terraform
Vendors
1 34 (33.66%) Microsoft
2 16 (15.84%) Databricks
3 5 (4.95%) Google
4 4 (3.96%) Informatica
4 4 (3.96%) SAP
5 3 (2.97%) Sparx
5 3 (2.97%) TIBCO
5 3 (2.97%) TOWER Software
6 2 (1.98%) Planon
7 1 (0.99%) Ariba
7 1 (0.99%) Cloudera
7 1 (0.99%) Dell
7 1 (0.99%) Foundry
7 1 (0.99%) Nintex
7 1 (0.99%) Oracle
7 1 (0.99%) OutSystems
7 1 (0.99%) Palantir
7 1 (0.99%) Sage
7 1 (0.99%) Talend
7 1 (0.99%) Workday