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

6 months to
25 Aug 2026
Same period 2025 Same period 2024
Rank 97 106 117
Rank change year-on-year +9 +11 -41
Permanent jobs citing Data Modelling 111 55 79
As % of all permanent jobs in Yorkshire 1.49% 1.61% 1.48%
As % of the Processes & Methodologies category 2.24% 1.84% 1.88%
Number of salaries quoted 89 50 50
10th Percentile £42,500 £45,675 £36,313
25th Percentile £51,250 £56,563 £40,000
Median annual salary (50th Percentile) £67,500 £66,250 £50,000
Median % change year-on-year +1.89% +32.50% -5.66%
75th Percentile £83,750 £72,500 £75,938
90th Percentile £88,000 £77,375 £80,000
England median annual salary £69,973 £67,500 £70,000
% change year-on-year +3.66% -3.57% +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 4,955 2,990 4,208
As % of all permanent jobs advertised in Yorkshire 66.49% 87.68% 78.74%
Number of salaries quoted 3,630 1,529 2,459
10th Percentile £30,000 £26,000 £29,750
25th Percentile £40,000 £30,500 £39,110
Median annual salary (50th Percentile) £51,560 £47,500 £50,000
Median % change year-on-year +8.55% -5.00% -4.76%
75th Percentile £70,000 £65,000 £65,000
90th Percentile £86,250 £80,000 £77,500
England median annual salary £60,000 £55,000 £56,000
% change year-on-year +9.09% -1.79% -10.40%

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 25 August 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 25 August 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 70 £67,500 - 32
South Yorkshire -14 25 £65,000 +8.33% 7
East Yorkshire -7 6 £52,500 +2.94%
North Yorkshire - 5 £82,500 - 6
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 3 (2.70%) Apache Airflow
1 3 (2.70%) Apache Spark
2 1 (0.90%) Apache
2 1 (0.90%) CMS
2 1 (0.90%) Confluence
2 1 (0.90%) Palantir Foundry
2 1 (0.90%) SharePoint
Applications
1 6 (5.41%) Microsoft Excel
2 1 (0.90%) Microsoft Office
Business Applications
1 16 (14.41%) SAP S/4HANA
2 11 (9.91%) SAP MDG
3 8 (7.21%) SAP MDG-BP
4 4 (3.60%) SAP ERP
4 4 (3.60%) SAP MDG-F
5 2 (1.80%) Dynamics CRM
6 1 (0.90%) SAP MDM
Cloud Services
1 47 (42.34%) Azure
2 36 (32.43%) Power Platform
3 26 (23.42%) AWS
4 19 (17.12%) Azure Data Factory
4 19 (17.12%) GCP
5 11 (9.91%) Azure DevOps
5 11 (9.91%) Azure Logic Apps
5 11 (9.91%) Serverless
6 10 (9.01%) Azure Functions
7 9 (8.11%) Azure Monitor
8 6 (5.41%) Azure Synapse Analytics
9 4 (3.60%) GitHub
10 3 (2.70%) GitHub Actions
10 3 (2.70%) SaaS
10 3 (2.70%) Snowflake
11 2 (1.80%) Alation
11 2 (1.80%) dbt
11 2 (1.80%) Microsoft Copilot
11 2 (1.80%) Microsoft Purview
12 1 (0.90%) PowerApps
Communications & Networking
1 1 (0.90%) ATM
Database & Business Intelligence
1 44 (39.64%) Data Warehouse
2 36 (32.43%) Power BI
3 17 (15.32%) Metadata
4 11 (9.91%) Spark SQL
5 9 (8.11%) Data Lake
6 8 (7.21%) Semantic Layer
7 6 (5.41%) Relational Database
7 6 (5.41%) SQL Server
7 6 (5.41%) SQL Server Integration Services
8 5 (4.50%) Star Schema
9 4 (3.60%) Amazon Redshift
10 3 (2.70%) Azure SQL Database
10 3 (2.70%) Big Data
10 3 (2.70%) BigQuery
10 3 (2.70%) PostgreSQL
10 3 (2.70%) SQL Server Reporting Services
11 2 (1.80%) Azure SQL Data Warehouse
11 2 (1.80%) Delta Lake
11 2 (1.80%) Tableau
12 1 (0.90%) Data Vault
Development Applications
1 4 (3.60%) Git
2 3 (2.70%) JIRA
2 3 (2.70%) MLflow
3 2 (1.80%) GitLab
3 2 (1.80%) SQL Server Management Studio (SSMS)
4 1 (0.90%) Visual Studio
General
1 40 (36.04%) Finance
2 32 (28.83%) Social Skills
3 27 (24.32%) Analytical Skills
4 23 (20.72%) Manufacturing
5 13 (11.71%) Retail
6 11 (9.91%) Inclusion and Diversity
7 6 (5.41%) Public Sector
8 5 (4.50%) Banking
8 5 (4.50%) Local Government
8 5 (4.50%) Presentation Skills
9 3 (2.70%) Financial Institution
9 3 (2.70%) Legal
10 2 (1.80%) Advertising
11 1 (0.90%) Games
11 1 (0.90%) Influencing Skills
11 1 (0.90%) Legal Technology
Job Titles
1 37 (33.33%) Data Engineer
2 25 (22.52%) Analyst
3 24 (21.62%) Architect
4 23 (20.72%) Lead
5 22 (19.82%) Senior
6 20 (18.02%) Data Architect
7 14 (12.61%) Business Analyst
8 12 (10.81%) Lead Data Engineer
9 11 (9.91%) Azure Engineer
10 9 (8.11%) Azure Platform Engineer
10 9 (8.11%) Cloud Platform Engineer
10 9 (8.11%) Platform Engineer
11 8 (7.21%) Consultant
11 8 (7.21%) Developer
11 8 (7.21%) SAP Architect
11 8 (7.21%) SAP Consultant
11 8 (7.21%) SAP Data Architect
11 8 (7.21%) SAP MDG Consultant
11 8 (7.21%) Senior Data Engineer
12 7 (6.31%) Lead Business Analyst
Libraries, Frameworks & Software Standards
1 14 (12.61%) PySpark
1 14 (12.61%) REST
2 10 (9.01%) Terraform
3 9 (8.11%) ARM Templates
4 5 (4.50%) Middleware
4 5 (4.50%) SAP ALE
4 5 (4.50%) Web Dynpro
5 4 (3.60%) Node.js
5 4 (3.60%) React
6 3 (2.70%) .NET
6 3 (2.70%) CSS
6 3 (2.70%) Tailwind CSS
7 2 (1.80%) FHIR
7 2 (1.80%) JSON
7 2 (1.80%) XBRL
7 2 (1.80%) XML
8 1 (0.90%) RESTful
8 1 (0.90%) SAP PI
8 1 (0.90%) scikit-learn
8 1 (0.90%) TensorFlow
Miscellaneous
1 9 (8.11%) Legacy Systems
2 8 (7.21%) Greenfield Project
3 7 (6.31%) Data Structures
4 5 (4.50%) Cloud Native
4 5 (4.50%) Operational Technology
4 5 (4.50%) Replication
5 4 (3.60%) Management Information System
6 2 (1.80%) Low-Code
6 2 (1.80%) Public Cloud
6 2 (1.80%) Taxonomies
7 1 (0.90%) Clustering
7 1 (0.90%) Legacy Applications
7 1 (0.90%) NHS
7 1 (0.90%) Onboarding
7 1 (0.90%) PMI
7 1 (0.90%) Sports Betting
7 1 (0.90%) Virtual Team
Processes & Methodologies
1 49 (44.14%) Data Governance
2 46 (41.44%) Business Intelligence
3 40 (36.04%) Decision-Making
4 37 (33.33%) Analytics
5 35 (31.53%) Data Engineering
6 32 (28.83%) ETL
7 28 (25.23%) Data Architecture
8 27 (24.32%) CI/CD
9 26 (23.42%) Problem-Solving
10 25 (22.52%) Data Pipeline
10 25 (22.52%) Migration
11 22 (19.82%) Master Data Management
11 22 (19.82%) Mentoring
12 21 (18.92%) DevOps
13 20 (18.02%) Translating Business Requirements
14 19 (17.12%) Agile
15 17 (15.32%) ERP
16 16 (14.41%) AI
17 15 (13.51%) Logical Data Model
17 15 (13.51%) Stakeholder Engagement
Programming Languages
1 52 (46.85%) SQL
2 31 (27.93%) Python
3 8 (7.21%) Data Analysis Expressions
4 5 (4.50%) ABAP
4 5 (4.50%) C#
5 4 (3.60%) TypeScript
6 3 (2.70%) JavaScript
7 2 (1.80%) Java
7 2 (1.80%) PowerShell
7 2 (1.80%) T-SQL
8 1 (0.90%) Scala
8 1 (0.90%) VB
Qualifications
1 18 (16.22%) Degree
2 11 (9.91%) Computer Science Degree
3 5 (4.50%) SAP Certification
3 5 (4.50%) Security Cleared
4 4 (3.60%) CBAP
4 4 (3.60%) IIBA
5 2 (1.80%) Master's Degree
5 2 (1.80%) SC Cleared
6 1 (0.90%) PMI Certification
Quality Assurance & Compliance
1 47 (42.34%) Data Quality
2 20 (18.02%) GDPR
3 2 (1.80%) Accessibility
4 1 (0.90%) California Consumer Privacy Act
4 1 (0.90%) HL7
4 1 (0.90%) QA
System Software
1 4 (3.60%) Docker
Systems Management
1 1 (0.90%) Kubernetes
Vendors
1 24 (21.62%) Databricks
2 21 (18.92%) Microsoft
2 21 (18.92%) SAP
3 7 (6.31%) Google
4 6 (5.41%) TOWER Software
5 5 (4.50%) Ariba
6 2 (1.80%) Foundry
6 2 (1.80%) Informatica
6 2 (1.80%) Salesforce
7 1 (0.90%) Cloudera
7 1 (0.90%) Dell
7 1 (0.90%) OutSystems
7 1 (0.90%) Palantir
7 1 (0.90%) Planon
7 1 (0.90%) Sage