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

6 months to
24 Jun 2026
Same period 2025 Same period 2024
Rank 87 118 113
Rank change year-on-year +31 -5 -24
Permanent jobs citing Data Modelling 117 37 107
As % of all permanent jobs in Yorkshire 1.73% 1.22% 1.66%
As % of the Processes & Methodologies category 2.56% 1.32% 2.11%
Number of salaries quoted 95 35 69
10th Percentile £42,500 £39,000 £35,000
25th Percentile £52,500 £51,250 £40,000
Median annual salary (50th Percentile) £68,510 £60,000 £47,500
Median % change year-on-year +14.18% +26.32% -22.13%
75th Percentile £83,750 £70,000 £71,250
90th Percentile £90,000 £72,750 £80,000
England median annual salary £69,973 £65,000 £70,000
% change year-on-year +7.65% -7.14% +2.19%

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 4,579 2,796 5,076
As % of all permanent jobs advertised in Yorkshire 67.65% 92.40% 78.71%
Number of salaries quoted 3,236 1,313 3,815
10th Percentile £30,000 £25,750 £27,600
25th Percentile £40,000 £31,000 £36,625
Median annual salary (50th Percentile) £50,000 £47,500 £50,000
Median % change year-on-year +5.26% -5.00% -8.90%
75th Percentile £70,000 £68,750 £65,000
90th Percentile £85,000 £85,000 £80,000
England median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -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 June 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 June 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 +17 75 £68,510 +14.18% 11
South Yorkshire -17 24 £70,466 +72.92% 4
East Yorkshire -20 6 £52,500 +2.94%
North Yorkshire +7 5 £48,000 -8.57% 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 4 (3.42%) Apache Spark
2 3 (2.56%) Apache Airflow
2 3 (2.56%) Confluence
3 2 (1.71%) Apache
3 2 (1.71%) SharePoint
4 1 (0.85%) CMS
4 1 (0.85%) Palantir Foundry
4 1 (0.85%) SAS
Applications
1 8 (6.84%) Microsoft Excel
2 2 (1.71%) Microsoft Office
Business Applications
1 16 (13.68%) SAP S/4HANA
2 11 (9.40%) SAP MDG
3 8 (6.84%) SAP MDG-BP
4 4 (3.42%) SAP ERP
4 4 (3.42%) SAP MDG-F
5 2 (1.71%) Dynamics CRM
6 1 (0.85%) Oracle SCM
6 1 (0.85%) SAP MDM
6 1 (0.85%) Workday HCM
Cloud Services
1 53 (45.30%) Azure
2 40 (34.19%) AWS
3 34 (29.06%) Power Platform
4 21 (17.95%) GCP
5 17 (14.53%) Azure Data Factory
6 14 (11.97%) Serverless
7 11 (9.40%) Azure DevOps
7 11 (9.40%) Azure Logic Apps
8 10 (8.55%) Azure Functions
9 9 (7.69%) Azure Monitor
10 7 (5.98%) Azure Synapse Analytics
11 4 (3.42%) GitHub
11 4 (3.42%) Snowflake
12 3 (2.56%) dbt
12 3 (2.56%) GitHub Actions
12 3 (2.56%) SaaS
13 2 (1.71%) Amazon S3
13 2 (1.71%) AWS Lambda
13 2 (1.71%) Microsoft Copilot
13 2 (1.71%) PowerApps
Database & Business Intelligence
1 40 (34.19%) Data Warehouse
2 33 (28.21%) Power BI
3 20 (17.09%) Metadata
4 11 (9.40%) Data Lake
4 11 (9.40%) Spark SQL
5 6 (5.13%) Semantic Layer
5 6 (5.13%) SQL Server Integration Services
5 6 (5.13%) Star Schema
6 5 (4.27%) DynamoDB
6 5 (4.27%) NoSQL
6 5 (4.27%) Relational Database
7 4 (3.42%) Amazon Redshift
8 3 (2.56%) Azure SQL Data Warehouse
8 3 (2.56%) Azure SQL Database
8 3 (2.56%) Big Data
8 3 (2.56%) BigQuery
8 3 (2.56%) PostgreSQL
9 2 (1.71%) SQL Server
9 2 (1.71%) SQL Server Reporting Services
9 2 (1.71%) Tableau
Development Applications
1 6 (5.13%) JIRA
2 4 (3.42%) Git
3 1 (0.85%) MLflow
3 1 (0.85%) SQL Server Management Studio (SSMS)
3 1 (0.85%) Visual Studio
General
1 42 (35.90%) Finance
2 33 (28.21%) Social Skills
3 29 (24.79%) Analytical Skills
4 21 (17.95%) Manufacturing
5 12 (10.26%) Retail
6 11 (9.40%) Inclusion and Diversity
7 10 (8.55%) Public Sector
8 5 (4.27%) Local Government
8 5 (4.27%) Presentation Skills
9 4 (3.42%) Banking
9 4 (3.42%) Financial Institution
10 2 (1.71%) Advertising
11 1 (0.85%) Digital Health
11 1 (0.85%) Games
11 1 (0.85%) Influencing Skills
11 1 (0.85%) Legal
11 1 (0.85%) Legal Technology
11 1 (0.85%) Organisational Skills
Job Titles
1 41 (35.04%) Data Engineer
2 30 (25.64%) Architect
3 27 (23.08%) Senior
4 23 (19.66%) Analyst
4 23 (19.66%) Data Architect
4 23 (19.66%) Lead
5 12 (10.26%) Business Analyst
5 12 (10.26%) Lead Data Engineer
6 11 (9.40%) Azure Engineer
7 9 (7.69%) Azure Platform Engineer
7 9 (7.69%) Cloud Platform Engineer
7 9 (7.69%) Platform Engineer
7 9 (7.69%) Senior Data Engineer
8 8 (6.84%) Consultant
8 8 (6.84%) SAP Architect
8 8 (6.84%) SAP Consultant
8 8 (6.84%) SAP Data Architect
8 8 (6.84%) SAP MDG Consultant
8 8 (6.84%) Senior Architect
9 7 (5.98%) Lead Business Analyst
Libraries, Frameworks & Software Standards
1 17 (14.53%) PySpark
2 15 (12.82%) REST
3 9 (7.69%) ARM Templates
4 6 (5.13%) Middleware
4 6 (5.13%) Node.js
4 6 (5.13%) React
5 5 (4.27%) SAP ALE
5 5 (4.27%) Web Dynpro
6 4 (3.42%) CSS
7 3 (2.56%) JSON
7 3 (2.56%) Tailwind CSS
8 2 (1.71%) FHIR
8 2 (1.71%) MACH
8 2 (1.71%) XBRL
8 2 (1.71%) XML
9 1 (0.85%) .NET
9 1 (0.85%) HTML5 Canvas
9 1 (0.85%) Kafka
9 1 (0.85%) RESTful
9 1 (0.85%) scikit-learn
Miscellaneous
1 9 (7.69%) Legacy Systems
2 8 (6.84%) Data Structures
3 7 (5.98%) Greenfield Project
4 6 (5.13%) Management Information System
5 5 (4.27%) Operational Technology
5 5 (4.27%) Public Cloud
5 5 (4.27%) Replication
6 4 (3.42%) Cloud Native
7 3 (2.56%) Enterprise Software
8 2 (1.71%) Low-Code
8 2 (1.71%) NHS
8 2 (1.71%) Product Ownership
8 2 (1.71%) Taxonomies
9 1 (0.85%) Clustering
9 1 (0.85%) Legacy Applications
9 1 (0.85%) Onboarding
9 1 (0.85%) PMI
9 1 (0.85%) Sports Betting
9 1 (0.85%) Virtual Team
Processes & Methodologies
1 54 (46.15%) Data Governance
2 43 (36.75%) Business Intelligence
3 36 (30.77%) Decision-Making
4 35 (29.91%) Analytics
5 33 (28.21%) Data Engineering
6 32 (27.35%) Data Architecture
7 30 (25.64%) CI/CD
7 30 (25.64%) ETL
8 27 (23.08%) Data Pipeline
8 27 (23.08%) Problem-Solving
9 26 (22.22%) Migration
10 25 (21.37%) DevOps
10 25 (21.37%) Mentoring
11 24 (20.51%) Agile
11 24 (20.51%) Master Data Management
11 24 (20.51%) Translating Business Requirements
12 18 (15.38%) Logical Data Model
12 18 (15.38%) Stakeholder Engagement
13 17 (14.53%) Data Integration
14 16 (13.68%) Data Transformation
Programming Languages
1 52 (44.44%) SQL
2 36 (30.77%) Python
3 7 (5.98%) JavaScript
3 7 (5.98%) TypeScript
4 5 (4.27%) ABAP
4 5 (4.27%) C#
4 5 (4.27%) Data Analysis Expressions
5 4 (3.42%) Java
6 2 (1.71%) PowerShell
7 1 (0.85%) PL/SQL
7 1 (0.85%) T-SQL
7 1 (0.85%) VB
Qualifications
1 21 (17.95%) Degree
2 14 (11.97%) Computer Science Degree
3 10 (8.55%) Security Cleared
4 5 (4.27%) SAP Certification
5 4 (3.42%) CBAP
5 4 (3.42%) IIBA
5 4 (3.42%) SC Cleared
6 3 (2.56%) AWS Certification
6 3 (2.56%) Master's Degree
7 2 (1.71%) AWS Certified Solutions Architect
7 2 (1.71%) Azure Certification
7 2 (1.71%) Microsoft Certification
7 2 (1.71%) TOGAF Certification
8 1 (0.85%) DBS Check
8 1 (0.85%) PMI Certification
Quality Assurance & Compliance
1 52 (44.44%) Data Quality
2 20 (17.09%) GDPR
3 2 (1.71%) Accessibility
3 2 (1.71%) QA
4 1 (0.85%) California Consumer Privacy Act
4 1 (0.85%) HL7
System Software
1 4 (3.42%) Docker
Systems Management
1 10 (8.55%) Terraform
2 1 (0.85%) Kubernetes
Vendors
1 26 (22.22%) Databricks
2 23 (19.66%) Microsoft
3 21 (17.95%) SAP
4 9 (7.69%) Google
5 6 (5.13%) TOWER Software
6 5 (4.27%) Ariba
7 3 (2.56%) Informatica
8 2 (1.71%) Foundry
8 2 (1.71%) Planon
8 2 (1.71%) Salesforce
9 1 (0.85%) Cloudera
9 1 (0.85%) Dell
9 1 (0.85%) Nintex
9 1 (0.85%) Oracle
9 1 (0.85%) OutSystems
9 1 (0.85%) Palantir
9 1 (0.85%) Sage
9 1 (0.85%) Workday