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 16 December 2025, with comparisons to the same periods in the previous two years.

6 months to
16 Dec 2025
Same period 2024 Same period 2023
Rank 78 57 53
Rank change year-on-year -21 -4 +17
Contract jobs citing Data Modelling 55 32 56
As % of all contract jobs in Yorkshire 2.97% 2.72% 3.07%
As % of the Processes & Methodologies category 3.32% 3.16% 3.44%
Number of daily rates quoted 36 21 42
10th Percentile £351 £300 £405
25th Percentile £394 £425 £500
Median daily rate (50th Percentile) £485 £500 £600
Median % change year-on-year -3.00% -16.67% -
75th Percentile £528 £650 £634
90th Percentile £581 £725 £650
England median daily rate £537 £550 £575
% change year-on-year -2.36% -4.35% -
Number of hourly rates quoted 0 4 0
Median hourly rate - £96.21 -
England median hourly rate £57.30 £51.50 £50.00
% change year-on-year +11.26% +3.00% -25.93%

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 1,656 1,013 1,627
As % of all contract IT jobs advertised in Yorkshire 89.56% 85.99% 89.10%
Number of daily rates quoted 1,115 607 1,040
10th Percentile £250 £234 £300
25th Percentile £385 £375 £406
Median daily rate (50th Percentile) £482 £477 £500
Median % change year-on-year +1.05% -4.60% -2.44%
75th Percentile £550 £575 £600
90th Percentile £638 £688 £688
England median daily rate £505 £525 £544
% change year-on-year -3.81% -3.49% -1.09%
Number of hourly rates quoted 50 30 25
10th Percentile £14.25 £12.52 £15.69
25th Percentile £17.48 £15.88 £18.50
Median hourly rate £25.15 £21.75 £21.31
Median % change year-on-year +15.63% +2.06% +1.48%
75th Percentile £43.59 £38.75 £23.75
90th Percentile £59.65 £60.29 £38.90
England median hourly rate £25.15 £35.00 £44.50
% change year-on-year -28.14% -21.35% +19.30%

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 16 December 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 16 December 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 33 £500 - 18
South Yorkshire -36 22 £414 -25.41% 5
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 (3.64%) Apache Airflow
1 2 (3.64%) Apache Spark
1 2 (3.64%) SharePoint
Applications
1 11 (20.00%) Microsoft Excel
2 5 (9.09%) Chatbot
3 2 (3.64%) Spreadsheet
Business Applications
1 6 (10.91%) SAP S/4HANA
2 3 (5.45%) Dynamics CRM
3 2 (3.64%) SAP ERP
4 1 (1.82%) NetSuite
4 1 (1.82%) SAP Retail
Cloud Services
1 22 (40.00%) Power Platform
2 13 (23.64%) Azure
3 11 (20.00%) AWS
4 9 (16.36%) GitHub
5 7 (12.73%) GCP
6 5 (9.09%) Amazon S3
7 4 (7.27%) Azure Data Factory
7 4 (7.27%) Power Automate
8 3 (5.45%) Azure Synapse Analytics
8 3 (5.45%) Dynamics 365
8 3 (5.45%) Microsoft 365
8 3 (5.45%) Snowflake
9 2 (3.64%) Azure API Management
10 1 (1.82%) Amazon CloudWatch
10 1 (1.82%) AWS Lambda
10 1 (1.82%) Azure Logic Apps
10 1 (1.82%) PowerApps
10 1 (1.82%) Salesforce Service Cloud
10 1 (1.82%) Serverless
Communications & Networking
1 4 (7.27%) Internet
2 2 (3.64%) Firewall
Database & Business Intelligence
1 22 (40.00%) Power BI
2 12 (21.82%) Power Query
3 11 (20.00%) Data Warehouse
4 9 (16.36%) Relational Database
5 8 (14.55%) NoSQL
6 7 (12.73%) PostgreSQL
6 7 (12.73%) PowerPivot
7 6 (10.91%) MySQL
7 6 (10.91%) RDBMS
8 5 (9.09%) SQL Server
9 4 (7.27%) Amazon Redshift
9 4 (7.27%) Tableau
10 3 (5.45%) Data Lake
10 3 (5.45%) Star Schema
11 2 (3.64%) Azure SQL Database
11 2 (3.64%) DataStage
11 2 (3.64%) GIS
11 2 (3.64%) MongoDB
11 2 (3.64%) SAP BW
11 2 (3.64%) SAP HANA
Development Applications
1 8 (14.55%) Jenkins
2 6 (10.91%) PyCharm
3 3 (5.45%) Jaeger
4 2 (3.64%) Git
5 1 (1.82%) ERwin
General
1 31 (56.36%) Social Skills
2 20 (36.36%) Finance
3 18 (32.73%) Analytical Skills
4 14 (25.45%) Banking
5 7 (12.73%) Public Sector
6 3 (5.45%) Health Technology
7 2 (3.64%) Financial Institution
7 2 (3.64%) Manufacturing
7 2 (3.64%) Retail
8 1 (1.82%) Digital Healthcare
8 1 (1.82%) Documentation Skills
8 1 (1.82%) Inclusion and Diversity
8 1 (1.82%) Organisational Skills
8 1 (1.82%) Retail Banking
Job Titles
1 19 (34.55%) Analyst
2 10 (18.18%) Data Analyst
3 8 (14.55%) Business Analyst
4 7 (12.73%) Senior
5 6 (10.91%) Artificial Intelligence Engineer
5 6 (10.91%) Developer
5 6 (10.91%) Senior Analyst
5 6 (10.91%) Strategy Analyst
6 5 (9.09%) Architect
6 5 (9.09%) Data Engineer
7 4 (7.27%) Business Intelligence Developer
7 4 (7.27%) Consultant
7 4 (7.27%) Data Business Analyst
8 3 (5.45%) Analytics Consultant
8 3 (5.45%) Full-Stack Engineer
8 3 (5.45%) Power BI Developer
8 3 (5.45%) SAP Consultant
8 3 (5.45%) Senior Business Analyst
8 3 (5.45%) Senior Data Analyst
8 3 (5.45%) Solutions Architect
Libraries, Frameworks & Software Standards
1 6 (10.91%) NumPy
1 6 (10.91%) Pandas
1 6 (10.91%) TensorFlow
2 4 (7.27%) FHIR
2 4 (7.27%) Spring Boot
3 3 (5.45%) Kafka
3 3 (5.45%) Middleware
3 3 (5.45%) OpenTelemetry
3 3 (5.45%) PySpark
4 2 (3.64%) .NET
5 1 (1.82%) AngularJS
5 1 (1.82%) J2EE
5 1 (1.82%) JPA
5 1 (1.82%) Lightning Web Components
5 1 (1.82%) React
5 1 (1.82%) RESTful
5 1 (1.82%) Spring
5 1 (1.82%) Visualforce
Miscellaneous
1 7 (12.73%) Cloud Native
2 5 (9.09%) Algorithms
2 5 (9.09%) Data Structures
3 4 (7.27%) Clustering
3 4 (7.27%) NHS
3 4 (7.27%) Online Banking
4 3 (5.45%) Data Protection Act
4 3 (5.45%) Distributed Systems
4 3 (5.45%) Management Information System
4 3 (5.45%) Onboarding
5 2 (3.64%) Data Centre
6 1 (1.82%) Legacy Systems
6 1 (1.82%) Low-Code
6 1 (1.82%) Product Ownership
6 1 (1.82%) Reference Data
Operating Systems
1 5 (9.09%) Linux
2 3 (5.45%) Unix
Processes & Methodologies
1 23 (41.82%) Business Intelligence
2 21 (38.18%) Analytics
3 19 (34.55%) Data Governance
4 16 (29.09%) Stakeholder Management
5 14 (25.45%) Decision-Making
5 14 (25.45%) Visualisation
6 13 (23.64%) Agile
7 12 (21.82%) Actionable Insight
7 12 (21.82%) ETL
7 12 (21.82%) Problem-Solving
8 11 (20.00%) Migration
9 10 (18.18%) CI/CD
9 10 (18.18%) DevOps
9 10 (18.18%) Microservices
10 9 (16.36%) Computer Science
10 9 (16.36%) Dashboard Development
10 9 (16.36%) Data Analysis
10 9 (16.36%) GAP Analysis
11 8 (14.55%) AI
11 8 (14.55%) Risk Analysis
Programming Languages
1 24 (43.64%) SQL
2 21 (38.18%) Python
3 8 (14.55%) VBA
4 5 (9.09%) Data Analysis Expressions
5 4 (7.27%) Java
6 3 (5.45%) Bash
6 3 (5.45%) PowerShell
6 3 (5.45%) Rust
6 3 (5.45%) Search Processing Language
7 2 (3.64%) Scala
8 1 (1.82%) Apex Code
8 1 (1.82%) C++
8 1 (1.82%) JavaScript
8 1 (1.82%) SOQL
Qualifications
1 13 (23.64%) Degree
2 3 (5.45%) Security Cleared
3 2 (3.64%) Computer Science Degree
4 1 (1.82%) SAP Certification
Quality Assurance & Compliance
1 7 (12.73%) Data Quality
2 3 (5.45%) HIPAA
2 3 (5.45%) PMO
2 3 (5.45%) SOC 2
3 2 (3.64%) HL7
4 1 (1.82%) Actionable Recommendations
System Software
1 5 (9.09%) Docker
Systems Management
1 6 (10.91%) Terraform
2 5 (9.09%) Kubernetes
3 3 (5.45%) Ansible
3 3 (5.45%) Grafana
3 3 (5.45%) Kiali
3 3 (5.45%) Prometheus
Vendors
1 9 (16.36%) Microsoft
2 6 (10.91%) SAP
2 6 (10.91%) Splunk
3 4 (7.27%) Databricks
4 2 (3.64%) Brio
4 2 (3.64%) ESRI
4 2 (3.64%) Informatica
4 2 (3.64%) Talend
5 1 (1.82%) IFS
5 1 (1.82%) Oracle
5 1 (1.82%) Salesforce