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 contract job vacancies from the 6 months leading up to 21 October 2025, with comparisons to the same periods in the previous two years.

6 months to
21 Oct 2025
Same period 2024 Same period 2023
Rank 81 34 48
Rank change year-on-year -47 +14 +33
Contract jobs citing Data Modelling 45 74 71
As % of all contract jobs in Yorkshire 2.68% 5.18% 3.53%
As % of the Processes & Methodologies category 2.98% 6.13% 3.99%
Number of daily rates quoted 30 47 53
10th Percentile £340 £420 £425
25th Percentile £400 £475 £500
Median daily rate (50th Percentile) £485 £515 £600
Median % change year-on-year -5.83% -14.17% -
75th Percentile £538 £564 £638
90th Percentile £695 £594 £650
England median daily rate £540 £550 £575
% change year-on-year -1.82% -4.35% -
Number of hourly rates quoted 0 1 0
Median hourly rate - £27.50 -
England median hourly rate £43.50 £40.33 £50.00
% change year-on-year +7.87% -19.35% -19.35%

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 1,509 1,207 1,779
As % of all contract IT jobs advertised in Yorkshire 89.93% 84.52% 88.42%
Number of daily rates quoted 974 695 1,155
10th Percentile £263 £288 £300
25th Percentile £380 £404 £415
Median daily rate (50th Percentile) £488 £500 £525
Median % change year-on-year -2.50% -4.76% +5.00%
75th Percentile £550 £575 £619
90th Percentile £650 £654 £700
England median daily rate £510 £525 £550
% change year-on-year -2.86% -4.55% -
Number of hourly rates quoted 53 39 29
10th Percentile £17.36 - £14.89
25th Percentile £18.87 £12.55 £18.25
Median hourly rate £25.00 £19.00 £21.31
Median % change year-on-year +31.58% -10.84% +12.16%
75th Percentile £25.15 £33.75 £26.78
90th Percentile £75.50 £50.25 £44.10
England median hourly rate £25.15 £41.50 £44.50
% change year-on-year -39.40% -6.74% +27.14%

Data Modelling
Job Vacancy Trend in Yorkshire

Historical trend showing the proportion of contract IT job postings citing Data Modelling relative to all contract IT jobs advertised in Yorkshire.

Data Modelling job vacancy trend 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 October 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 October 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 -1 32 £500 - 34
South Yorkshire -56 13 £445 -14.01% 6
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 (8.89%) Apache Airflow
Applications
1 7 (15.56%) Microsoft Excel
2 3 (6.67%) Chatbot
3 2 (4.44%) Spreadsheet
4 1 (2.22%) Maple
Business Applications
1 6 (13.33%) SAP S/4HANA
2 4 (8.89%) Dynamics CRM
3 2 (4.44%) SAP ERP
4 1 (2.22%) SAP Retail
Cloud Services
1 19 (42.22%) Power Platform
2 11 (24.44%) Azure
3 10 (22.22%) AWS
3 10 (22.22%) GCP
4 7 (15.56%) GitHub
5 6 (13.33%) Power Automate
6 5 (11.11%) Amazon S3
6 5 (11.11%) Dynamics 365
7 3 (6.67%) Azure Synapse Analytics
7 3 (6.67%) PowerApps
7 3 (6.67%) Snowflake
8 2 (4.44%) Azure API Management
8 2 (4.44%) Azure Data Factory
8 2 (4.44%) dbt
9 1 (2.22%) Amazon CloudWatch
9 1 (2.22%) AWS CloudFormation
9 1 (2.22%) AWS Lambda
9 1 (2.22%) Azure DevOps
9 1 (2.22%) Serverless
9 1 (2.22%) Workato
Communications & Networking
1 2 (4.44%) Internet
Database & Business Intelligence
1 19 (42.22%) Power BI
2 14 (31.11%) Data Warehouse
3 8 (17.78%) Power Query
4 7 (15.56%) Relational Database
4 7 (15.56%) SQL Server
5 6 (13.33%) Tableau
6 5 (11.11%) NoSQL
6 5 (11.11%) PostgreSQL
7 4 (8.89%) Amazon Redshift
7 4 (8.89%) MySQL
7 4 (8.89%) RDBMS
8 3 (6.67%) Data Lake
8 3 (6.67%) Star Schema
9 2 (4.44%) Azure SQL Database
9 2 (4.44%) BigQuery
9 2 (4.44%) DataStage
9 2 (4.44%) GIS
9 2 (4.44%) Looker
9 2 (4.44%) SAP BW
9 2 (4.44%) SAP HANA
Development Applications
1 6 (13.33%) Jenkins
2 4 (8.89%) Git
2 4 (8.89%) PyCharm
3 1 (2.22%) ERwin
General
1 24 (53.33%) Social Skills
2 9 (20.00%) Analytical Skills
3 8 (17.78%) Finance
4 5 (11.11%) Banking
4 5 (11.11%) Public Sector
5 3 (6.67%) Retail
6 2 (4.44%) Manufacturing
7 1 (2.22%) Documentation Skills
7 1 (2.22%) Environmental Health
7 1 (2.22%) Organisational Skills
7 1 (2.22%) Presentation Skills
7 1 (2.22%) Retail Banking
Job Titles
1 10 (22.22%) Analyst
2 7 (15.56%) Architect
2 7 (15.56%) Data Analyst
3 6 (13.33%) Consultant
4 5 (11.11%) Business Intelligence Developer
4 5 (11.11%) Developer
5 4 (8.89%) Artificial Intelligence Engineer
5 4 (8.89%) Business Analyst
5 4 (8.89%) Data Business Analyst
5 4 (8.89%) Power BI Developer
5 4 (8.89%) Solutions Architect
6 3 (6.67%) Analytics Consultant
6 3 (6.67%) Data Architect
6 3 (6.67%) Data Engineer
6 3 (6.67%) Data Modeller
6 3 (6.67%) Dynamics 365 Consultant
6 3 (6.67%) SAP Consultant
6 3 (6.67%) Senior
6 3 (6.67%) Senior Analyst
6 3 (6.67%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 4 (8.89%) NumPy
1 4 (8.89%) Pandas
1 4 (8.89%) PySpark
1 4 (8.89%) TensorFlow
2 2 (4.44%) CSS
2 2 (4.44%) HTML
3 1 (2.22%) .NET
3 1 (2.22%) J2EE
3 1 (2.22%) JPA
3 1 (2.22%) RESTful
3 1 (2.22%) Spring
3 1 (2.22%) Spring Boot
Miscellaneous
1 6 (13.33%) Cloud Native
2 5 (11.11%) Data Structures
3 3 (6.67%) Algorithms
3 3 (6.67%) Data Protection Act
3 3 (6.67%) Onboarding
4 2 (4.44%) Clustering
4 2 (4.44%) Online Banking
5 1 (2.22%) FMCG
5 1 (2.22%) Legacy Systems
5 1 (2.22%) Low-Code
5 1 (2.22%) Product Ownership
5 1 (2.22%) Reference Data
Operating Systems
1 3 (6.67%) Linux
1 3 (6.67%) Unix
Processes & Methodologies
1 20 (44.44%) Business Intelligence
2 18 (40.00%) Visualisation
3 16 (35.56%) Analytics
4 12 (26.67%) ETL
5 11 (24.44%) Data Governance
5 11 (24.44%) Data Visualisation
6 10 (22.22%) Agile
7 9 (20.00%) Stakeholder Management
8 8 (17.78%) Data Architecture
8 8 (17.78%) Migration
9 7 (15.56%) AI
9 7 (15.56%) CI/CD
9 7 (15.56%) Decision-Making
9 7 (15.56%) DevOps
9 7 (15.56%) Performance Tuning
9 7 (15.56%) Problem-Solving
9 7 (15.56%) Roadmaps
10 6 (13.33%) Actionable Insight
10 6 (13.33%) Data Integration
10 6 (13.33%) Translating Business Requirements
Programming Languages
1 21 (46.67%) SQL
2 14 (31.11%) Python
3 7 (15.56%) Data Analysis Expressions
4 4 (8.89%) JavaScript
5 3 (6.67%) Bash
5 3 (6.67%) PowerShell
5 3 (6.67%) Search Processing Language
6 2 (4.44%) C#
6 2 (4.44%) Scala
6 2 (4.44%) VBA
7 1 (2.22%) C++
7 1 (2.22%) Java
Qualifications
1 7 (15.56%) Degree
2 2 (4.44%) Computer Science Degree
2 2 (4.44%) Security Cleared
3 1 (2.22%) AWS Certification
3 1 (2.22%) SAP Certification
Quality Assurance & Compliance
1 7 (15.56%) Data Quality
2 3 (6.67%) HIPAA
2 3 (6.67%) SOC 2
3 2 (4.44%) GDPR
3 2 (4.44%) PMO
4 1 (2.22%) Actionable Recommendations
4 1 (2.22%) COSHH
4 1 (2.22%) NCSC
Systems Management
1 5 (11.11%) Terraform
2 3 (6.67%) Ansible
Vendors
1 12 (26.67%) Microsoft
2 6 (13.33%) SAP
3 3 (6.67%) Splunk
4 2 (4.44%) Databricks
4 2 (4.44%) ESRI
4 2 (4.44%) Google
4 2 (4.44%) Informatica
4 2 (4.44%) Talend
5 1 (2.22%) IFS
5 1 (2.22%) MuleSoft
5 1 (2.22%) Okta
5 1 (2.22%) Oracle
5 1 (2.22%) Salesforce
5 1 (2.22%) Workday