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

6 months to
12 Oct 2026
Same period 2025 Same period 2024
Rank 101 99 87
Rank change year-on-year -2 -12 -8
Permanent jobs citing Data Modelling 105 58 92
As % of all permanent jobs in Yorkshire 1.40% 1.73% 2.05%
As % of the Processes & Methodologies category 2.07% 1.98% 2.56%
Number of salaries quoted 83 49 45
10th Percentile £42,500 £53,100 £35,300
25th Percentile £56,000 £57,500 £40,000
Median annual salary (50th Percentile) £68,510 £67,500 £52,500
Median % change year-on-year +1.50% +28.57% -4.55%
75th Percentile £80,000 £72,500 £72,500
90th Percentile £90,000 £75,250 £77,000
England median annual salary £70,782 £67,500 £67,700
% change year-on-year +4.86% -0.30% -0.07%

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 5,070 2,930 3,595
As % of all permanent jobs advertised in Yorkshire 67.40% 87.59% 80.00%
Number of salaries quoted 3,763 1,390 1,596
10th Percentile £30,000 £26,250 £30,000
25th Percentile £40,000 £31,250 £41,250
Median annual salary (50th Percentile) £52,000 £47,500 £52,500
Median % change year-on-year +9.47% -9.52% -
75th Percentile £70,000 £65,000 £68,750
90th Percentile £85,000 £80,000 £80,000
England median annual salary £60,000 £55,000 £60,000
% change year-on-year +9.09% -8.33% -1.32%

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 12 October 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 12 October 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 59 £68,510 +0.75% 30
South Yorkshire -11 32 £75,000 +11.11% 10
East Yorkshire 0 5 £56,250 +10.29% 1
North Yorkshire - 5 £48,000 - 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 5 (4.76%) Palantir Foundry
2 4 (3.81%) Apache Spark
3 1 (0.95%) Apache
3 1 (0.95%) Apache Airflow
Applications
1 5 (4.76%) Microsoft Excel
Business Applications
1 11 (10.48%) SAP S/4HANA
2 8 (7.62%) SAP MDG
3 5 (4.76%) SAP MDG-BP
4 4 (3.81%) SAP ERP
5 3 (2.86%) SAP MDG-F
6 2 (1.90%) Dynamics CRM
7 1 (0.95%) SAP MDM
7 1 (0.95%) SystmOne
Cloud Services
1 42 (40.00%) Azure
2 35 (33.33%) Power Platform
3 21 (20.00%) AWS
4 18 (17.14%) GCP
5 15 (14.29%) Azure Data Factory
6 9 (8.57%) dbt
7 8 (7.62%) Azure DevOps
8 7 (6.67%) Azure Databricks
8 7 (6.67%) Azure Logic Apps
9 5 (4.76%) Azure Functions
9 5 (4.76%) Azure Monitor
9 5 (4.76%) Azure Synapse Analytics
9 5 (4.76%) Serverless
10 4 (3.81%) Snowflake
11 3 (2.86%) GitHub
11 3 (2.86%) GitHub Actions
11 3 (2.86%) Microsoft Copilot
12 2 (1.90%) Alation
12 2 (1.90%) Microsoft Purview
13 1 (0.95%) Azure AI
Communications & Networking
1 1 (0.95%) ATM
Database & Business Intelligence
1 36 (34.29%) Data Warehouse
2 35 (33.33%) Power BI
3 32 (30.48%) Metadata
4 16 (15.24%) Semantic Layer
5 11 (10.48%) Star Schema
6 10 (9.52%) Relational Database
6 10 (9.52%) Spark SQL
7 9 (8.57%) Delta Lake
8 8 (7.62%) SQL Server
9 7 (6.67%) Data Lake
9 7 (6.67%) Metadata Repository
10 6 (5.71%) SQL Server Integration Services
11 5 (4.76%) RDBMS
12 4 (3.81%) SQL Server Reporting Services
13 3 (2.86%) Azure SQL Database
13 3 (2.86%) Big Data
13 3 (2.86%) PostgreSQL
13 3 (2.86%) Power Query
14 2 (1.90%) Azure SQL Data Warehouse
14 2 (1.90%) Tableau
Development Applications
1 7 (6.67%) Git
2 2 (1.90%) GitLab
2 2 (1.90%) MLflow
2 2 (1.90%) SQL Server Management Studio (SSMS)
3 1 (0.95%) Visual Studio
General
1 33 (31.43%) Social Skills
2 32 (30.48%) Analytical Skills
3 26 (24.76%) Finance
4 21 (20.00%) Manufacturing
5 11 (10.48%) Retail
6 7 (6.67%) Legal
7 6 (5.71%) Public Sector
8 5 (4.76%) Presentation Skills
9 4 (3.81%) Inclusion and Diversity
9 4 (3.81%) Local Government
10 2 (1.90%) Advertising
10 2 (1.90%) Banking
11 1 (0.95%) Financial Institution
11 1 (0.95%) Games
11 1 (0.95%) Publishing
Job Titles
1 43 (40.95%) Data Engineer
2 26 (24.76%) Senior
3 25 (23.81%) Architect
4 23 (21.90%) Data Architect
5 16 (15.24%) Analyst
5 16 (15.24%) Lead
6 13 (12.38%) Databricks Engineer
7 12 (11.43%) Databricks Data Engineer
7 12 (11.43%) Senior Data Engineer
8 11 (10.48%) Senior Architect
8 11 (10.48%) Senior Data Architect
9 8 (7.62%) Developer
9 8 (7.62%) Lead Data Engineer
10 7 (6.67%) Azure Engineer
10 7 (6.67%) Business Analyst
11 6 (5.71%) SAP Architect
11 6 (5.71%) SAP Data Architect
11 6 (5.71%) Senior Databricks Data Engineer
12 5 (4.76%) Databricks Architect
12 5 (4.76%) Palantir Engineer
Libraries, Frameworks & Software Standards
1 17 (16.19%) PySpark
2 8 (7.62%) REST
3 5 (4.76%) ARM Templates
3 5 (4.76%) Terraform
4 3 (2.86%) CSS
4 3 (2.86%) Middleware
4 3 (2.86%) Node.js
4 3 (2.86%) React
4 3 (2.86%) SAP ALE
4 3 (2.86%) Tailwind CSS
4 3 (2.86%) Web Dynpro
5 2 (1.90%) .NET
6 1 (0.95%) JSON
6 1 (0.95%) SAP PI
6 1 (0.95%) XBRL
6 1 (0.95%) XML
Miscellaneous
1 7 (6.67%) Data Structures
1 7 (6.67%) Greenfield Project
2 6 (5.71%) Taxonomies
3 5 (4.76%) Legacy Systems
3 5 (4.76%) Operational Technology
4 4 (3.81%) Cloud Native
5 3 (2.86%) Replication
6 2 (1.90%) Management Information System
7 1 (0.95%) Algorithms
7 1 (0.95%) Low-Code
7 1 (0.95%) NHS
7 1 (0.95%) Onboarding
7 1 (0.95%) Public Cloud
7 1 (0.95%) Sports Betting
7 1 (0.95%) Virtual Team
Processes & Methodologies
1 54 (51.43%) Business Intelligence
2 50 (47.62%) Analytics
3 49 (46.67%) Data Governance
4 41 (39.05%) Decision-Making
5 32 (30.48%) CI/CD
6 30 (28.57%) Data Architecture
6 30 (28.57%) Data Engineering
6 30 (28.57%) Mentoring
7 29 (27.62%) Metadata Management
8 28 (26.67%) Data Pipeline
9 27 (25.71%) ETL
9 27 (25.71%) Problem-Solving
10 23 (21.90%) Migration
11 22 (20.95%) Lakehouse
12 19 (18.10%) Test Automation
13 18 (17.14%) Stakeholder Management
14 17 (16.19%) DevOps
14 17 (16.19%) Master Data Management
15 16 (15.24%) Translating Business Requirements
16 15 (14.29%) ERP
Programming Languages
1 57 (54.29%) SQL
2 28 (26.67%) Python
3 10 (9.52%) Data Analysis Expressions
4 4 (3.81%) TypeScript
5 3 (2.86%) ABAP
5 3 (2.86%) C#
5 3 (2.86%) T-SQL
6 2 (1.90%) Java
6 2 (1.90%) PowerShell
7 1 (0.95%) JavaScript
7 1 (0.95%) R
7 1 (0.95%) Scala
Qualifications
1 11 (10.48%) Degree
2 9 (8.57%) Computer Science Degree
3 4 (3.81%) Master's Degree
4 3 (2.86%) SAP Certification
4 3 (2.86%) Security Cleared
5 2 (1.90%) SC Cleared
Quality Assurance & Compliance
1 55 (52.38%) Data Quality
2 12 (11.43%) GDPR
3 4 (3.81%) Accessibility
4 1 (0.95%) QA
System Software
1 4 (3.81%) Docker
Systems Management
1 1 (0.95%) Kubernetes
Vendors
1 30 (28.57%) Databricks
2 20 (19.05%) Microsoft
3 14 (13.33%) SAP
4 6 (5.71%) Foundry
4 6 (5.71%) Google
5 5 (4.76%) Palantir
6 3 (2.86%) Ariba
6 3 (2.86%) Informatica
6 3 (2.86%) TOWER Software
7 2 (1.90%) Salesforce