Data Modelling Contract Job Trends in Yorkshire

Data Modelling
England > Yorkshire

The table below provides summary statistics and contractor rates for jobs advertised in Yorkshire requiring Data Modelling skills. It covers vacancies from the 6 months leading up to 21 September 2025, with comparisons to the same periods in the previous two years.

6 months to
21 Sep 2025
Same period 2024 Same period 2023
Rank 85 30 44
Rank change year-on-year -55 +14 +41
Contract jobs citing Data Modelling 35 81 83
As % of all contract jobs advertised in Yorkshire 2.26% 5.41% 3.98%
As % of the Processes & Methodologies category 2.50% 6.44% 4.44%
Number of daily rates quoted 21 54 59
10th Percentile £295 £416 £425
25th Percentile £363 £468 £521
Median daily rate (50th Percentile) £450 £511 £600
Median % change year-on-year -11.94% -14.83% -
75th Percentile £525 £573 £631
90th Percentile £688 £625 £650
England median daily rate £549 £550 £590
% change year-on-year -0.23% -6.78% +2.61%

All Process and 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 contract job vacancies requiring process or methodology skills in Yorkshire.

Contract vacancies with a requirement for process or methodology skills 1,399 1,258 1,870
As % of all contract IT jobs advertised in Yorkshire 90.37% 84.09% 89.77%
Number of daily rates quoted 891 754 1,198
10th Percentile £240 £302 £306
25th Percentile £375 £410 £425
Median daily rate (50th Percentile) £475 £500 £525
Median % change year-on-year -5.00% -4.76% +5.00%
75th Percentile £554 £580 £624
90th Percentile £638 £664 £700
England median daily rate £510 £525 £550
% change year-on-year -2.86% -4.55% -
Number of hourly rates quoted 54 44 35
10th Percentile £15.68 £12.15 £12.00
25th Percentile £18.16 £12.55 £16.13
Median hourly rate £22.14 £17.50 £20.00
Median % change year-on-year +26.51% -12.50% +5.26%
75th Percentile £25.15 £30.00 £25.27
90th Percentile £72.63 £45.75 £44.30
England median hourly rate £25.15 £43.00 £43.90
% change year-on-year -41.51% -2.05% +51.38%

Data Modelling
Job Vacancy Trend in Yorkshire

Job postings citing Data Modelling as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Data Modelling in Yorkshire

Data Modelling
Daily Rate Trend in Yorkshire

Contractor daily rate distribution trend for jobs in Yorkshire citing Data Modelling.

Contractor daily rate distribution trend for jobs in Yorkshire citing Data Modelling

Data Modelling
Daily Rate Histogram in Yorkshire

Daily rate distribution for jobs citing Data Modelling in Yorkshire over the 6 months to 21 September 2025.

Daily rate histogram for Data Modelling in Yorkshire

Data Modelling
Hourly Rate Trend in Yorkshire

Contractor hourly rate distribution trend for jobs in Yorkshire citing Data Modelling.

Contractor hourly rate distribution trend for jobs in Yorkshire citing Data Modelling

Data Modelling
Contract Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the Yorkshire region over the 6 months to 21 September 2025. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
West Yorkshire -5 25 £485 -3.00% 22
South Yorkshire -47 10 £363 -29.95% 7
Data Modelling
England

Data Modelling
Co-occurring Skills and Capabilities in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 4 (11.43%) Apache Airflow
Applications
1 7 (20.00%) Microsoft Excel
2 2 (5.71%) Spreadsheet
3 1 (2.86%) Maple
Business Applications
1 3 (8.57%) Dynamics CRM
1 3 (8.57%) SAP S/4HANA
2 1 (2.86%) SAP ERP
Cloud Services
1 19 (54.29%) Power Platform
2 9 (25.71%) Azure
2 9 (25.71%) GCP
3 6 (17.14%) AWS
4 5 (14.29%) Power Automate
5 4 (11.43%) Dynamics 365
6 3 (8.57%) Azure Synapse Analytics
6 3 (8.57%) GitHub
6 3 (8.57%) PowerApps
6 3 (8.57%) Snowflake
7 2 (5.71%) Amazon S3
7 2 (5.71%) Azure Data Factory
7 2 (5.71%) dbt
8 1 (2.86%) AWS CloudFormation
8 1 (2.86%) AWS Lambda
8 1 (2.86%) Azure API Management
8 1 (2.86%) Azure DevOps
8 1 (2.86%) Serverless
8 1 (2.86%) Workato
Database & Business Intelligence
1 19 (54.29%) Power BI
2 12 (34.29%) Data Warehouse
3 9 (25.71%) Power Query
4 6 (17.14%) Tableau
5 5 (14.29%) SQL Server
6 3 (8.57%) Data Lake
6 3 (8.57%) Relational Database
6 3 (8.57%) Star Schema
7 2 (5.71%) Amazon Redshift
7 2 (5.71%) Azure SQL Database
7 2 (5.71%) BigQuery
7 2 (5.71%) DataStage
7 2 (5.71%) Delta Lake
7 2 (5.71%) Looker
8 1 (2.86%) Amazon Athena
8 1 (2.86%) GIS
8 1 (2.86%) Metadata
8 1 (2.86%) NoSQL
8 1 (2.86%) PostgreSQL
8 1 (2.86%) PowerPivot
Development Applications
1 4 (11.43%) Git
2 2 (5.71%) Jenkins
General
1 19 (54.29%) Social Skills
2 8 (22.86%) Analytical Skills
3 6 (17.14%) Finance
4 3 (8.57%) Banking
5 2 (5.71%) Manufacturing
5 2 (5.71%) Public Sector
6 1 (2.86%) Documentation Skills
6 1 (2.86%) Environmental Health
6 1 (2.86%) Organisational Skills
6 1 (2.86%) Presentation Skills
6 1 (2.86%) Retail
6 1 (2.86%) Retail Banking
Job Titles
1 9 (25.71%) Analyst
2 7 (20.00%) Data Analyst
3 5 (14.29%) Architect
3 5 (14.29%) Business Intelligence Developer
3 5 (14.29%) Developer
4 4 (11.43%) Consultant
4 4 (11.43%) Power BI Developer
4 4 (11.43%) Senior
4 4 (11.43%) Senior Analyst
4 4 (11.43%) Senior Data Analyst
5 3 (8.57%) Data Modeller
5 3 (8.57%) Dynamics 365 Consultant
5 3 (8.57%) Solutions Architect
6 2 (5.71%) Business Analyst
6 2 (5.71%) Data Architect
6 2 (5.71%) Data Business Analyst
6 2 (5.71%) Data Engineer
6 2 (5.71%) Engineering Specialist
6 2 (5.71%) Report Specialist
7 1 (2.86%) Analytics Consultant
Libraries, Frameworks & Software Standards
1 4 (11.43%) PySpark
2 2 (5.71%) CSS
2 2 (5.71%) HTML
3 1 (2.86%) .NET
3 1 (2.86%) J2EE
3 1 (2.86%) JPA
3 1 (2.86%) RESTful
3 1 (2.86%) Spring
3 1 (2.86%) Spring Boot
Miscellaneous
1 4 (11.43%) Cloud Native
2 3 (8.57%) Data Protection Act
2 3 (8.57%) Data Structures
2 3 (8.57%) Onboarding
3 1 (2.86%) FMCG
3 1 (2.86%) Legacy Systems
3 1 (2.86%) Low-Code
3 1 (2.86%) Product Ownership
Operating Systems
1 3 (8.57%) Linux
1 3 (8.57%) Unix
Processes & Methodologies
1 19 (54.29%) Business Intelligence
2 18 (51.43%) Visualisation
3 14 (40.00%) Analytics
4 11 (31.43%) Data Governance
5 10 (28.57%) Data Visualisation
6 9 (25.71%) ETL
7 8 (22.86%) Agile
7 8 (22.86%) Problem-Solving
7 8 (22.86%) Stakeholder Management
8 7 (20.00%) CI/CD
8 7 (20.00%) Decision-Making
8 7 (20.00%) Performance Tuning
9 6 (17.14%) Actionable Insight
9 6 (17.14%) Data Architecture
9 6 (17.14%) Migration
9 6 (17.14%) Translating Business Requirements
10 5 (14.29%) Data Engineering
10 5 (14.29%) Data Integration
10 5 (14.29%) Stakeholder Engagement
10 5 (14.29%) Validation
Programming Languages
1 18 (51.43%) SQL
2 9 (25.71%) Python
3 8 (22.86%) Data Analysis Expressions
4 4 (11.43%) JavaScript
5 3 (8.57%) Bash
5 3 (8.57%) PowerShell
5 3 (8.57%) Search Processing Language
6 2 (5.71%) C#
6 2 (5.71%) Scala
6 2 (5.71%) VBA
7 1 (2.86%) C++
7 1 (2.86%) Java
Qualifications
1 4 (11.43%) Degree
2 1 (2.86%) AWS Certification
2 1 (2.86%) Computer Science Degree
2 1 (2.86%) Master's Degree
2 1 (2.86%) Microsoft Certification
Quality Assurance & Compliance
1 7 (20.00%) Data Quality
2 3 (8.57%) HIPAA
2 3 (8.57%) SOC 2
3 2 (5.71%) GDPR
3 2 (5.71%) PMO
4 1 (2.86%) Actionable Recommendations
4 1 (2.86%) COSHH
4 1 (2.86%) NCSC
Systems Management
1 4 (11.43%) Terraform
2 3 (8.57%) Ansible
Vendors
1 12 (34.29%) Microsoft
2 3 (8.57%) SAP
2 3 (8.57%) Splunk
3 2 (5.71%) Databricks
3 2 (5.71%) Google
3 2 (5.71%) Informatica
3 2 (5.71%) Talend
3 2 (5.71%) Workday
4 1 (2.86%) ESRI
4 1 (2.86%) IFS
4 1 (2.86%) MuleSoft
4 1 (2.86%) Okta
4 1 (2.86%) Oracle
4 1 (2.86%) Salesforce