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

6 months to
27 Sep 2026
Same period 2025 Same period 2024
Rank 92 99 94
Rank change year-on-year +7 -5 -18
Permanent jobs citing Data Modelling 107 59 93
As % of all permanent jobs in Yorkshire 1.40% 1.75% 1.94%
As % of the Processes & Methodologies category 2.08% 2.01% 2.42%
Number of salaries quoted 85 49 44
10th Percentile £43,000 £53,750 £35,038
25th Percentile £55,750 £57,500 £40,000
Median annual salary (50th Percentile) £68,510 £67,500 £53,750
Median % change year-on-year +1.50% +25.58% -2.27%
75th Percentile £83,750 £72,750 £75,000
90th Percentile £90,000 £78,500 £80,000
England median annual salary £70,000 £68,000 £69,000
% change year-on-year +2.94% -1.45% +2.22%

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 5,150 2,931 3,838
As % of all permanent jobs advertised in Yorkshire 67.21% 86.90% 79.86%
Number of salaries quoted 3,805 1,405 1,818
10th Percentile £30,000 £26,250 £30,000
25th Percentile £40,000 £31,250 £40,000
Median annual salary (50th Percentile) £52,500 £47,500 £52,500
Median % change year-on-year +10.53% -9.52% -
75th Percentile £70,000 £66,483 £67,500
90th Percentile £87,500 £80,000 £80,000
England median annual salary £60,000 £55,000 £59,664
% change year-on-year +9.09% -7.82% -4.27%

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 27 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 27 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 -22 62 £68,510 +0.75% 51
South Yorkshire -8 31 £75,000 +20.00% 17
East Yorkshire -5 5 £56,250 +10.29% 2
North Yorkshire - 5 £82,500 - 9
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%) Confluence
2 1 (0.93%) Palantir Foundry
Applications
1 5 (4.67%) Microsoft Excel
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 32 (29.91%) Power Platform
3 23 (21.50%) AWS
4 18 (16.82%) GCP
5 16 (14.95%) Azure Data Factory
6 9 (8.41%) Azure DevOps
6 9 (8.41%) Azure Logic Apps
7 7 (6.54%) Azure Functions
7 7 (6.54%) Azure Monitor
7 7 (6.54%) dbt
7 7 (6.54%) Serverless
8 6 (5.61%) Azure Databricks
9 4 (3.74%) Azure Synapse Analytics
10 3 (2.80%) GitHub
10 3 (2.80%) GitHub Actions
11 2 (1.87%) Alation
11 2 (1.87%) Microsoft Copilot
11 2 (1.87%) Microsoft Purview
11 2 (1.87%) SaaS
11 2 (1.87%) Snowflake
Communications & Networking
1 1 (0.93%) ATM
Database & Business Intelligence
1 38 (35.51%) Data Warehouse
2 32 (29.91%) Power BI
3 27 (25.23%) Metadata
4 14 (13.08%) Semantic Layer
5 9 (8.41%) Relational Database
5 9 (8.41%) Spark SQL
5 9 (8.41%) Star Schema
6 8 (7.48%) Delta Lake
7 7 (6.54%) Data Lake
7 7 (6.54%) SQL Server
7 7 (6.54%) SQL Server Integration Services
8 6 (5.61%) Metadata Repository
9 4 (3.74%) RDBMS
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
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 33 (30.84%) Social Skills
2 32 (29.91%) Finance
3 28 (26.17%) Analytical Skills
4 23 (21.50%) Manufacturing
5 13 (12.15%) Retail
6 7 (6.54%) Public Sector
7 6 (5.61%) Inclusion and Diversity
7 6 (5.61%) Legal
8 5 (4.67%) Local Government
8 5 (4.67%) Presentation Skills
9 2 (1.87%) Advertising
9 2 (1.87%) Banking
10 1 (0.93%) Financial Institution
10 1 (0.93%) Games
Job Titles
1 38 (35.51%) Data Engineer
2 29 (27.10%) Architect
3 27 (25.23%) Senior
4 25 (23.36%) Data Architect
5 18 (16.82%) Analyst
5 18 (16.82%) Lead
6 13 (12.15%) Databricks Engineer
7 12 (11.21%) Databricks Data Engineer
7 12 (11.21%) Senior Data Engineer
8 11 (10.28%) Senior Architect
9 10 (9.35%) Senior Data Architect
10 9 (8.41%) Azure Engineer
10 9 (8.41%) Business Analyst
10 9 (8.41%) Lead Data Engineer
11 8 (7.48%) Consultant
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
12 7 (6.54%) Platform Engineer
Libraries, Frameworks & Software Standards
1 16 (14.95%) PySpark
2 11 (10.28%) REST
3 7 (6.54%) ARM Templates
3 7 (6.54%) Terraform
4 5 (4.67%) Middleware
4 5 (4.67%) SAP ALE
4 5 (4.67%) Web Dynpro
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%) .NET
6 2 (1.87%) FHIR
6 2 (1.87%) JSON
6 2 (1.87%) XBRL
6 2 (1.87%) XML
7 1 (0.93%) RESTful
7 1 (0.93%) SAP PI
Miscellaneous
1 8 (7.48%) Greenfield Project
2 7 (6.54%) Data Structures
2 7 (6.54%) Legacy Systems
3 6 (5.61%) Taxonomies
4 5 (4.67%) Operational Technology
4 5 (4.67%) Replication
5 4 (3.74%) Cloud Native
6 3 (2.80%) Management Information System
7 1 (0.93%) Low-Code
7 1 (0.93%) NHS
7 1 (0.93%) Onboarding
7 1 (0.93%) PMI
7 1 (0.93%) Public Cloud
7 1 (0.93%) Sports Betting
7 1 (0.93%) Virtual Team
Processes & Methodologies
1 56 (52.34%) Data Governance
2 50 (46.73%) Business Intelligence
3 42 (39.25%) Analytics
4 39 (36.45%) Decision-Making
5 32 (29.91%) Data Architecture
6 31 (28.97%) CI/CD
6 31 (28.97%) Data Engineering
7 29 (27.10%) Mentoring
8 26 (24.30%) ETL
9 25 (23.36%) Metadata Management
9 25 (23.36%) Migration
9 25 (23.36%) Problem-Solving
10 23 (21.50%) Data Pipeline
11 22 (20.56%) Lakehouse
12 21 (19.63%) Master Data Management
13 20 (18.69%) Translating Business Requirements
14 19 (17.76%) DevOps
15 18 (16.82%) Stakeholder Management
16 16 (14.95%) Logical Data Model
17 15 (14.02%) Test Automation
Programming Languages
1 52 (48.60%) SQL
2 25 (23.36%) Python
3 8 (7.48%) Data Analysis Expressions
4 5 (4.67%) ABAP
5 4 (3.74%) TypeScript
6 3 (2.80%) C#
7 2 (1.87%) Java
7 2 (1.87%) PowerShell
7 2 (1.87%) T-SQL
8 1 (0.93%) JavaScript
8 1 (0.93%) Scala
Qualifications
1 13 (12.15%) Degree
2 9 (8.41%) 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 54 (50.47%) Data Quality
2 17 (15.89%) GDPR
3 3 (2.80%) Accessibility
4 1 (0.93%) HL7
System Software
1 4 (3.74%) Docker
Systems Management
1 1 (0.93%) Kubernetes
Vendors
1 30 (28.04%) Databricks
2 19 (17.76%) Microsoft
2 19 (17.76%) SAP
3 7 (6.54%) Google
4 5 (4.67%) Ariba
5 4 (3.74%) TOWER Software
6 2 (1.87%) Foundry
6 2 (1.87%) Informatica
6 2 (1.87%) Salesforce
7 1 (0.93%) OutSystems
7 1 (0.93%) Palantir