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

6 months to
16 Sep 2026
Same period 2025 Same period 2024
Rank 91 106 100
Rank change year-on-year +15 -6 -28
Permanent jobs citing Data Modelling 107 56 83
As % of all permanent jobs in Yorkshire 1.40% 1.69% 1.68%
As % of the Processes & Methodologies category 2.09% 1.95% 2.13%
Number of salaries quoted 86 47 43
10th Percentile £42,500 £53,750 £32,375
25th Percentile £52,500 £57,500 £40,000
Median annual salary (50th Percentile) £67,500 £67,500 £49,493
Median % change year-on-year - +36.38% -10.01%
75th Percentile £83,750 £72,500 £75,625
90th Percentile £90,000 £80,750 £80,000
England median annual salary £70,000 £69,000 £70,000
% change year-on-year +1.45% -1.43% +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 5,108 2,869 3,896
As % of all permanent jobs advertised in Yorkshire 66.98% 86.76% 79.09%
Number of salaries quoted 3,754 1,419 1,968
10th Percentile £30,000 £26,010 £30,000
25th Percentile £40,000 £31,250 £40,000
Median annual salary (50th Percentile) £52,500 £47,500 £50,500
Median % change year-on-year +10.53% -5.94% -3.81%
75th Percentile £70,000 £66,367 £65,603
90th Percentile £88,148 £80,000 £79,475
England median annual salary £60,000 £55,000 £57,500
% change year-on-year +9.09% -4.35% -7.26%

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 16 September 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 16 September 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 -24 63 £67,500 -0.74% 76
South Yorkshire -13 29 £70,932 +13.49% 20
East Yorkshire -13 6 £52,500 +2.94% 2
North Yorkshire - 5 £82,500 - 13
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 2 (1.87%) Apache Spark
2 1 (0.93%) Apache
2 1 (0.93%) Apache Airflow
2 1 (0.93%) CMS
2 1 (0.93%) Confluence
2 1 (0.93%) Palantir Foundry
2 1 (0.93%) SharePoint
Applications
1 6 (5.61%) Microsoft Excel
2 1 (0.93%) Microsoft Office
Business Applications
1 16 (14.95%) SAP S/4HANA
2 11 (10.28%) SAP MDG
3 8 (7.48%) SAP MDG-BP
4 4 (3.74%) SAP ERP
4 4 (3.74%) SAP MDG-F
5 2 (1.87%) Dynamics CRM
6 1 (0.93%) SAP MDM
Cloud Services
1 46 (42.99%) Azure
2 34 (31.78%) Power Platform
3 23 (21.50%) AWS
4 18 (16.82%) GCP
5 17 (15.89%) Azure Data Factory
6 10 (9.35%) Azure DevOps
6 10 (9.35%) Azure Logic Apps
7 9 (8.41%) Azure Functions
7 9 (8.41%) Serverless
8 8 (7.48%) Azure Monitor
9 5 (4.67%) dbt
10 4 (3.74%) Azure Databricks
10 4 (3.74%) Azure Synapse Analytics
11 3 (2.80%) GitHub
11 3 (2.80%) GitHub Actions
11 3 (2.80%) SaaS
12 2 (1.87%) Alation
12 2 (1.87%) Microsoft Copilot
12 2 (1.87%) Microsoft Purview
12 2 (1.87%) Snowflake
Communications & Networking
1 1 (0.93%) ATM
Database & Business Intelligence
1 39 (36.45%) Data Warehouse
2 34 (31.78%) Power BI
3 24 (22.43%) Metadata
4 12 (11.21%) Semantic Layer
5 10 (9.35%) Spark SQL
6 8 (7.48%) Relational Database
7 7 (6.54%) Data Lake
7 7 (6.54%) Star Schema
8 6 (5.61%) Delta Lake
8 6 (5.61%) SQL Server
8 6 (5.61%) SQL Server Integration Services
9 4 (3.74%) Metadata Repository
10 3 (2.80%) Azure SQL Database
10 3 (2.80%) Big Data
10 3 (2.80%) PostgreSQL
10 3 (2.80%) SQL Server Reporting Services
11 2 (1.87%) Amazon Redshift
11 2 (1.87%) Azure SQL Data Warehouse
11 2 (1.87%) BigQuery
11 2 (1.87%) RDBMS
Development Applications
1 4 (3.74%) Git
2 2 (1.87%) GitLab
2 2 (1.87%) JIRA
2 2 (1.87%) MLflow
2 2 (1.87%) SQL Server Management Studio (SSMS)
3 1 (0.93%) Visual Studio
General
1 34 (31.78%) Finance
2 33 (30.84%) Social Skills
3 27 (25.23%) Analytical Skills
4 23 (21.50%) Manufacturing
5 13 (12.15%) Retail
6 7 (6.54%) Inclusion and Diversity
6 7 (6.54%) Public Sector
7 5 (4.67%) Legal
7 5 (4.67%) Local Government
7 5 (4.67%) Presentation Skills
8 3 (2.80%) Banking
9 2 (1.87%) Advertising
9 2 (1.87%) Financial Institution
10 1 (0.93%) Games
10 1 (0.93%) Legal Technology
Job Titles
1 36 (33.64%) Data Engineer
2 27 (25.23%) Architect
3 24 (22.43%) Senior
4 23 (21.50%) Data Architect
5 20 (18.69%) Analyst
6 19 (17.76%) Lead
7 12 (11.21%) Databricks Engineer
8 11 (10.28%) Databricks Data Engineer
9 10 (9.35%) Azure Engineer
9 10 (9.35%) Business Analyst
9 10 (9.35%) Lead Data Engineer
9 10 (9.35%) Senior Data Engineer
10 9 (8.41%) Senior Architect
11 8 (7.48%) Consultant
11 8 (7.48%) Platform Engineer
11 8 (7.48%) SAP Architect
11 8 (7.48%) SAP Consultant
11 8 (7.48%) SAP Data Architect
11 8 (7.48%) SAP MDG Consultant
11 8 (7.48%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 15 (14.02%) PySpark
2 13 (12.15%) REST
3 8 (7.48%) ARM Templates
3 8 (7.48%) Terraform
4 5 (4.67%) Middleware
4 5 (4.67%) SAP ALE
4 5 (4.67%) Web Dynpro
5 3 (2.80%) .NET
5 3 (2.80%) CSS
5 3 (2.80%) Node.js
5 3 (2.80%) React
5 3 (2.80%) Tailwind CSS
6 2 (1.87%) FHIR
6 2 (1.87%) JSON
6 2 (1.87%) XBRL
6 2 (1.87%) XML
7 1 (0.93%) HTML5 Canvas
7 1 (0.93%) RESTful
7 1 (0.93%) SAP PI
Miscellaneous
1 8 (7.48%) Greenfield Project
1 8 (7.48%) Legacy Systems
2 7 (6.54%) Data Structures
3 5 (4.67%) Operational Technology
3 5 (4.67%) Replication
4 4 (3.74%) Cloud Native
4 4 (3.74%) Management Information System
4 4 (3.74%) Taxonomies
5 2 (1.87%) Low-Code
6 1 (0.93%) Legacy Applications
6 1 (0.93%) NHS
6 1 (0.93%) Onboarding
6 1 (0.93%) PMI
6 1 (0.93%) Public Cloud
6 1 (0.93%) Sports Betting
6 1 (0.93%) Virtual Team
Processes & Methodologies
1 54 (50.47%) Data Governance
2 49 (45.79%) Business Intelligence
3 40 (37.38%) Decision-Making
4 39 (36.45%) Analytics
5 32 (29.91%) Data Engineering
6 30 (28.04%) CI/CD
6 30 (28.04%) Data Architecture
7 27 (25.23%) ETL
8 25 (23.36%) Mentoring
8 25 (23.36%) Migration
8 25 (23.36%) Problem-Solving
9 22 (20.56%) Data Pipeline
10 21 (19.63%) Lakehouse
10 21 (19.63%) Master Data Management
10 21 (19.63%) Metadata Management
11 20 (18.69%) DevOps
11 20 (18.69%) Translating Business Requirements
12 16 (14.95%) ERP
12 16 (14.95%) Stakeholder Management
13 15 (14.02%) Logical Data Model
Programming Languages
1 51 (47.66%) SQL
2 26 (24.30%) Python
3 8 (7.48%) Data Analysis Expressions
4 5 (4.67%) ABAP
4 5 (4.67%) C#
5 4 (3.74%) TypeScript
6 2 (1.87%) Java
6 2 (1.87%) JavaScript
6 2 (1.87%) PowerShell
6 2 (1.87%) T-SQL
7 1 (0.93%) Scala
7 1 (0.93%) VB
Qualifications
1 14 (13.08%) Degree
2 10 (9.35%) Computer Science Degree
3 5 (4.67%) SAP Certification
3 5 (4.67%) Security Cleared
4 2 (1.87%) Master's Degree
4 2 (1.87%) SC Cleared
5 1 (0.93%) CBAP
5 1 (0.93%) IIBA
5 1 (0.93%) PMI Certification
Quality Assurance & Compliance
1 52 (48.60%) Data Quality
2 18 (16.82%) GDPR
3 3 (2.80%) Accessibility
4 1 (0.93%) HL7
4 1 (0.93%) QA
System Software
1 4 (3.74%) Docker
Systems Management
1 1 (0.93%) Kubernetes
Vendors
1 27 (25.23%) Databricks
2 20 (18.69%) Microsoft
2 20 (18.69%) SAP
3 7 (6.54%) Google
4 5 (4.67%) Ariba
4 5 (4.67%) TOWER Software
5 2 (1.87%) Foundry
5 2 (1.87%) Informatica
5 2 (1.87%) Salesforce
6 1 (0.93%) OutSystems
6 1 (0.93%) Palantir
6 1 (0.93%) Planon
6 1 (0.93%) Sage