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

6 months to
2 Mar 2026
Same period 2025 Same period 2024
Rank 99 97 102
Rank change year-on-year -2 +5 +20
Permanent jobs citing Data Modelling 86 48 102
As % of all permanent jobs in Yorkshire 2.02% 1.98% 2.18%
As % of the Processes & Methodologies category 2.67% 2.10% 2.52%
Number of salaries quoted 58 23 66
10th Percentile £42,000 £35,000 £35,000
25th Percentile £62,047 £42,500 £45,000
Median annual salary (50th Percentile) £75,000 £52,500 £50,000
Median % change year-on-year +42.86% +5.00% -23.08%
75th Percentile £77,500 £60,932 £66,250
90th Percentile £89,125 £67,121 £74,341
England median annual salary £70,000 £63,000 £67,500
% change year-on-year +11.11% -6.67% -

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 3,226 2,290 4,047
As % of all permanent jobs advertised in Yorkshire 75.69% 94.63% 86.33%
Number of salaries quoted 1,933 1,033 3,237
10th Percentile £28,250 £26,250 £27,500
25th Percentile £32,500 £37,716 £36,565
Median annual salary (50th Percentile) £48,445 £52,500 £50,000
Median % change year-on-year -7.72% +5.00% -9.09%
75th Percentile £67,500 £73,886 £66,778
90th Percentile £83,750 £90,000 £82,500
England median annual salary £55,000 £62,500 £55,000
% change year-on-year -12.00% +13.64% -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 2 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 2 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 +8 75 £75,000 +26.85% 25
North Yorkshire +9 5 £42,500 -19.05% 7
South Yorkshire -32 2 £70,932 +102.66% 9
East Yorkshire - 1 £77,500 - 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 (8.14%) Apache Spark
1 7 (8.14%) Confluence
2 6 (6.98%) Apache
3 3 (3.49%) SharePoint
4 1 (1.16%) Apache Airflow
4 1 (1.16%) SAS
Applications
1 5 (5.81%) Microsoft Excel
2 1 (1.16%) Microsoft Office
Business Applications
1 3 (3.49%) Dynamics CRM
2 2 (2.33%) Markit EDM
3 1 (1.16%) Oracle SCM
3 1 (1.16%) Workday HCM
Cloud Services
1 53 (61.63%) AWS
2 51 (59.30%) Azure
3 30 (34.88%) Serverless
4 14 (16.28%) Power Platform
5 10 (11.63%) GCP
6 8 (9.30%) Azure DevOps
7 6 (6.98%) Amazon S3
7 6 (6.98%) AWS Lambda
7 6 (6.98%) Microsoft 365
8 4 (4.65%) Azure Synapse Analytics
8 4 (4.65%) dbt
8 4 (4.65%) SaaS
9 3 (3.49%) PowerApps
9 3 (3.49%) Snowflake
10 2 (2.33%) Amazon SQS
10 2 (2.33%) AWS Step Functions
10 2 (2.33%) Azure Logic Apps
10 2 (2.33%) GitHub
10 2 (2.33%) Microsoft Copilot
10 2 (2.33%) Power Automate
Database & Business Intelligence
1 21 (24.42%) Metadata
2 13 (15.12%) Data Warehouse
3 11 (12.79%) Data Lake
4 10 (11.63%) Power BI
5 9 (10.47%) DynamoDB
5 9 (10.47%) NoSQL
6 7 (8.14%) Amazon Redshift
7 5 (5.81%) Data Vault
7 5 (5.81%) Relational Database
7 5 (5.81%) SQL Server
7 5 (5.81%) SQL Server Integration Services
7 5 (5.81%) SQL Server Reporting Services
8 3 (3.49%) SQL Server Analysis Services
8 3 (3.49%) TIBCO EBX
9 2 (2.33%) Amazon Aurora
9 2 (2.33%) Apache Iceberg
9 2 (2.33%) BigQuery
9 2 (2.33%) Delta Lake
9 2 (2.33%) Power Query
10 1 (1.16%) Semantic Layer
Development Applications
1 8 (9.30%) JIRA
2 3 (3.49%) Git
General
1 51 (59.30%) Social Skills
2 25 (29.07%) Analytical Skills
3 16 (18.60%) Finance
4 9 (10.47%) Public Sector
5 3 (3.49%) Documentation Skills
5 3 (3.49%) Influencing Skills
5 3 (3.49%) Organisational Skills
5 3 (3.49%) Tech for Good
6 1 (1.16%) Advertising
6 1 (1.16%) Digital Health
6 1 (1.16%) Financial Institution
6 1 (1.16%) Marketing
6 1 (1.16%) Presentation Skills
Job Titles
1 44 (51.16%) Architect
2 25 (29.07%) Senior
3 15 (17.44%) Data Architect
3 15 (17.44%) Data Engineer
4 12 (13.95%) Applications Architect
5 11 (12.79%) Software Architect
6 10 (11.63%) Senior Data Engineer
7 9 (10.47%) Analyst
8 6 (6.98%) Business Analyst
8 6 (6.98%) Developer
9 5 (5.81%) Senior Architect
10 4 (4.65%) Senior Data Architect
11 3 (3.49%) Enterprise Architect
11 3 (3.49%) Full-Stack Developer
11 3 (3.49%) Insight Manager
11 3 (3.49%) Technical Analyst
11 3 (3.49%) Technical Business Analyst
12 2 (2.33%) Data Manager
12 2 (2.33%) ETL Developer
12 2 (2.33%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 4 (4.65%) React
2 3 (3.49%) Node.js
2 3 (3.49%) PySpark
3 2 (2.33%) JSON
3 2 (2.33%) MACH
3 2 (2.33%) Pandas
4 1 (1.16%) CSS
4 1 (1.16%) Django
4 1 (1.16%) FastAPI
4 1 (1.16%) Flask
4 1 (1.16%) Middleware
4 1 (1.16%) Oracle Fusion
4 1 (1.16%) REST
4 1 (1.16%) SQLAlchemy
4 1 (1.16%) Vue
4 1 (1.16%) XML
Miscellaneous
1 24 (27.91%) Enterprise Software
2 10 (11.63%) Data Structures
3 6 (6.98%) Management Information System
4 3 (3.49%) Product Ownership
4 3 (3.49%) Public Cloud
4 3 (3.49%) Taxonomies
5 2 (2.33%) Legacy Systems
5 2 (2.33%) Low-Code
5 2 (2.33%) Virtual Team
6 1 (1.16%) Analytical Mindset
6 1 (1.16%) Cloud Native
6 1 (1.16%) NHS
6 1 (1.16%) Social Media
Processes & Methodologies
1 38 (44.19%) Mentoring
2 31 (36.05%) Migration
2 31 (36.05%) Stakeholder Engagement
3 26 (30.23%) Enterprise Architecture
3 26 (30.23%) TOGAF
4 25 (29.07%) Computer Science
4 25 (29.07%) Data Governance
5 24 (27.91%) Architectural Patterns
5 24 (27.91%) Microservices
6 23 (26.74%) Agile
6 23 (26.74%) Application Security
6 23 (26.74%) EAI
7 21 (24.42%) ETL
8 20 (23.26%) Data Architecture
8 20 (23.26%) Problem-Solving
9 18 (20.93%) Analytics
10 17 (19.77%) DevOps
11 16 (18.60%) Stakeholder Management
12 15 (17.44%) CI/CD
13 14 (16.28%) Decision-Making
Programming Languages
1 38 (44.19%) Python
2 26 (30.23%) JavaScript
3 24 (27.91%) Java
3 24 (27.91%) TypeScript
4 23 (26.74%) C#
4 23 (26.74%) SQL
5 3 (3.49%) Data Analysis Expressions
6 2 (2.33%) T-SQL
7 1 (1.16%) PL/SQL
7 1 (1.16%) R
Qualifications
1 26 (30.23%) Degree
2 25 (29.07%) AWS Certification
2 25 (29.07%) Computer Science Degree
3 23 (26.74%) AWS Certified Solutions Architect
3 23 (26.74%) Azure Certification
3 23 (26.74%) Microsoft Certification
3 23 (26.74%) TOGAF Certification
4 7 (8.14%) Security Cleared
5 4 (4.65%) SC Cleared
6 2 (2.33%) Master's Degree
7 1 (1.16%) DBS Check
7 1 (1.16%) Six Sigma Green Belt
Quality Assurance & Compliance
1 23 (26.74%) Data Quality
2 1 (1.16%) Accessibility
2 1 (1.16%) Actionable Recommendations
2 1 (1.16%) GDPR
2 1 (1.16%) QA
System Software
1 3 (3.49%) Docker
Systems Management
1 1 (1.16%) Terraform
Vendors
1 37 (43.02%) Microsoft
2 9 (10.47%) Databricks
3 4 (4.65%) Google
3 4 (4.65%) Informatica
4 3 (3.49%) Sparx
4 3 (3.49%) TIBCO
5 1 (1.16%) Nintex
5 1 (1.16%) Oracle
5 1 (1.16%) Planon
5 1 (1.16%) Talend
5 1 (1.16%) Workday