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

6 months to
18 May 2026
Same period 2025 Same period 2024
Rank 83 120 115
Rank change year-on-year +37 -5 -8
Permanent jobs citing Data Modelling 122 33 105
As % of all permanent jobs in Yorkshire 1.92% 1.27% 1.85%
As % of the Processes & Methodologies category 2.77% 1.35% 2.24%
Number of salaries quoted 92 31 63
10th Percentile £42,500 £41,250 £35,000
25th Percentile £57,500 £45,375 £41,250
Median annual salary (50th Percentile) £70,932 £60,000 £47,500
Median % change year-on-year +18.22% +26.32% -26.92%
75th Percentile £85,000 £65,000 £67,500
90th Percentile £90,000 £72,750 £80,000
England median annual salary £68,510 £65,000 £67,500
% change year-on-year +5.40% -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 4,402 2,440 4,682
As % of all permanent jobs advertised in Yorkshire 69.11% 94.21% 82.56%
Number of salaries quoted 2,909 1,285 3,729
10th Percentile £30,000 £25,750 £27,500
25th Percentile £39,000 £31,250 £36,250
Median annual salary (50th Percentile) £50,000 £47,500 £50,000
Median % change year-on-year +5.26% -5.00% -9.09%
75th Percentile £70,000 £69,250 £65,000
90th Percentile £88,268 £86,250 £80,000
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +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 18 May 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 18 May 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 +29 88 £72,500 +20.83% 31
South Yorkshire -18 19 £70,932 +52.54% 4
North Yorkshire +1 6 £65,000 +23.81% 2
East Yorkshire - 3 £60,000 - 7
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 (3.28%) Apache Spark
1 4 (3.28%) SharePoint
2 3 (2.46%) Apache Airflow
2 3 (2.46%) Confluence
3 2 (1.64%) Apache
4 1 (0.82%) CMS
4 1 (0.82%) Palantir Foundry
4 1 (0.82%) SAS
Applications
1 8 (6.56%) Microsoft Excel
2 2 (1.64%) Microsoft Office
Business Applications
1 16 (13.11%) SAP S/4HANA
2 11 (9.02%) SAP MDG
3 8 (6.56%) SAP MDG-BP
4 4 (3.28%) Dynamics CRM
4 4 (3.28%) SAP ERP
4 4 (3.28%) SAP MDG-F
5 1 (0.82%) Oracle SCM
5 1 (0.82%) SAP MDM
5 1 (0.82%) Workday HCM
Cloud Services
1 63 (51.64%) Azure
2 50 (40.98%) AWS
3 30 (24.59%) Power Platform
4 22 (18.03%) Serverless
5 20 (16.39%) GCP
6 16 (13.11%) Azure Data Factory
7 13 (10.66%) Azure DevOps
8 12 (9.84%) Azure Logic Apps
9 10 (8.20%) Azure Functions
10 9 (7.38%) Azure Monitor
11 7 (5.74%) Azure Synapse Analytics
11 7 (5.74%) Microsoft 365
12 5 (4.10%) SaaS
13 4 (3.28%) PowerApps
13 4 (3.28%) Snowflake
14 3 (2.46%) dbt
14 3 (2.46%) GitHub
14 3 (2.46%) Microsoft Copilot
14 3 (2.46%) Power Automate
15 2 (1.64%) Amazon S3
Database & Business Intelligence
1 30 (24.59%) Data Warehouse
2 26 (21.31%) Power BI
3 24 (19.67%) Metadata
4 11 (9.02%) Data Lake
4 11 (9.02%) Spark SQL
5 9 (7.38%) DynamoDB
5 9 (7.38%) NoSQL
6 6 (4.92%) Relational Database
6 6 (4.92%) SQL Server Integration Services
7 5 (4.10%) Semantic Layer
8 4 (3.28%) Amazon Redshift
8 4 (3.28%) SQL Server
8 4 (3.28%) Star Schema
9 3 (2.46%) Azure SQL Data Warehouse
9 3 (2.46%) Azure SQL Database
9 3 (2.46%) BigQuery
9 3 (2.46%) SQL Server Reporting Services
10 2 (1.64%) Looker
10 2 (1.64%) PostgreSQL
10 2 (1.64%) Power Query
Development Applications
1 6 (4.92%) JIRA
2 3 (2.46%) Git
3 1 (0.82%) MLflow
3 1 (0.82%) SQL Server Management Studio (SSMS)
3 1 (0.82%) Visual Studio
General
1 44 (36.07%) Social Skills
2 38 (31.15%) Finance
3 31 (25.41%) Analytical Skills
4 15 (12.30%) Manufacturing
5 12 (9.84%) Public Sector
6 11 (9.02%) Retail
7 9 (7.38%) Inclusion and Diversity
8 4 (3.28%) Influencing Skills
9 3 (2.46%) Banking
9 3 (2.46%) Documentation Skills
9 3 (2.46%) Financial Institution
9 3 (2.46%) Local Government
9 3 (2.46%) Presentation Skills
10 2 (1.64%) Advertising
10 2 (1.64%) Organisational Skills
11 1 (0.82%) Digital Health
11 1 (0.82%) Legal
Job Titles
1 42 (34.43%) Architect
2 32 (26.23%) Data Engineer
3 30 (24.59%) Senior
4 24 (19.67%) Data Architect
5 20 (16.39%) Lead
6 18 (14.75%) Analyst
7 12 (9.84%) Business Analyst
8 11 (9.02%) Azure Engineer
8 11 (9.02%) Lead Data Engineer
9 9 (7.38%) Azure Platform Engineer
9 9 (7.38%) Cloud Platform Engineer
9 9 (7.38%) Platform Engineer
10 8 (6.56%) Consultant
10 8 (6.56%) SAP Architect
10 8 (6.56%) SAP Consultant
10 8 (6.56%) SAP Data Architect
10 8 (6.56%) SAP MDG Consultant
11 7 (5.74%) Senior Architect
11 7 (5.74%) Senior Data Engineer
12 6 (4.92%) Lead Business Analyst
Libraries, Frameworks & Software Standards
1 17 (13.93%) PySpark
2 14 (11.48%) REST
3 9 (7.38%) ARM Templates
4 6 (4.92%) Middleware
4 6 (4.92%) Node.js
4 6 (4.92%) React
5 5 (4.10%) SAP ALE
5 5 (4.10%) Web Dynpro
6 3 (2.46%) CSS
6 3 (2.46%) JSON
6 3 (2.46%) MACH
7 2 (1.64%) FHIR
7 2 (1.64%) Tailwind CSS
7 2 (1.64%) XBRL
7 2 (1.64%) XML
8 1 (0.82%) .NET
8 1 (0.82%) HTML5 Canvas
8 1 (0.82%) Kafka
8 1 (0.82%) scikit-learn
8 1 (0.82%) TensorFlow
Miscellaneous
1 12 (9.84%) Data Structures
2 11 (9.02%) Enterprise Software
3 10 (8.20%) Legacy Systems
4 9 (7.38%) Management Information System
5 7 (5.74%) Greenfield Project
6 5 (4.10%) Replication
7 4 (3.28%) Public Cloud
8 3 (2.46%) Cloud Native
8 3 (2.46%) Low-Code
8 3 (2.46%) Operational Technology
8 3 (2.46%) Product Ownership
8 3 (2.46%) Taxonomies
9 2 (1.64%) NHS
10 1 (0.82%) Clustering
10 1 (0.82%) Legacy Applications
10 1 (0.82%) PMI
10 1 (0.82%) Virtual Team
Processes & Methodologies
1 60 (49.18%) Data Governance
2 36 (29.51%) Data Architecture
3 34 (27.87%) ETL
4 33 (27.05%) Analytics
4 33 (27.05%) Migration
5 32 (26.23%) Business Intelligence
6 29 (23.77%) Data Engineering
6 29 (23.77%) Mentoring
7 27 (22.13%) Agile
7 27 (22.13%) CI/CD
7 27 (22.13%) Decision-Making
7 27 (22.13%) Stakeholder Engagement
8 24 (19.67%) DevOps
8 24 (19.67%) Problem-Solving
9 23 (18.85%) Computer Science
9 23 (18.85%) Data Integration
10 21 (17.21%) Data Pipeline
10 21 (17.21%) Logical Data Model
10 21 (17.21%) Translating Business Requirements
11 20 (16.39%) Master Data Management
Programming Languages
1 45 (36.89%) SQL
2 40 (32.79%) Python
3 15 (12.30%) JavaScript
4 13 (10.66%) TypeScript
5 12 (9.84%) C#
6 11 (9.02%) Java
7 5 (4.10%) ABAP
8 3 (2.46%) Data Analysis Expressions
8 3 (2.46%) T-SQL
9 2 (1.64%) PowerShell
10 1 (0.82%) PL/SQL
10 1 (0.82%) VB
Qualifications
1 30 (24.59%) Degree
2 23 (18.85%) Computer Science Degree
3 12 (9.84%) AWS Certification
4 10 (8.20%) AWS Certified Solutions Architect
4 10 (8.20%) Azure Certification
4 10 (8.20%) Microsoft Certification
4 10 (8.20%) Security Cleared
4 10 (8.20%) TOGAF Certification
5 5 (4.10%) SAP Certification
6 4 (3.28%) CBAP
6 4 (3.28%) IIBA
6 4 (3.28%) Master's Degree
6 4 (3.28%) SC Cleared
7 1 (0.82%) DBS Check
7 1 (0.82%) PMI Certification
Quality Assurance & Compliance
1 51 (41.80%) Data Quality
2 19 (15.57%) GDPR
3 2 (1.64%) QA
4 1 (0.82%) Accessibility
4 1 (0.82%) California Consumer Privacy Act
4 1 (0.82%) HL7
System Software
1 2 (1.64%) Docker
Systems Management
1 10 (8.20%) Terraform
Vendors
1 32 (26.23%) Microsoft
2 23 (18.85%) Databricks
3 20 (16.39%) SAP
4 5 (4.10%) Ariba
4 5 (4.10%) Google
4 5 (4.10%) TOWER Software
5 3 (2.46%) Informatica
5 3 (2.46%) Sparx
6 2 (1.64%) Planon
6 2 (1.64%) Salesforce
7 1 (0.82%) Cloudera
7 1 (0.82%) Dell
7 1 (0.82%) Foundry
7 1 (0.82%) Nintex
7 1 (0.82%) Oracle
7 1 (0.82%) OutSystems
7 1 (0.82%) Palantir
7 1 (0.82%) Sage
7 1 (0.82%) TIBCO
7 1 (0.82%) Workday