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

6 months to
7 Sep 2026
Same period 2025 Same period 2024
Rank 54 79 27
Rank change year-on-year +25 -52 +18
Contract jobs citing Data Modelling 112 39 85
As % of all contract jobs in Yorkshire 3.90% 2.53% 5.60%
As % of the Processes & Methodologies category 4.68% 2.79% 6.68%
Number of daily rates quoted 76 24 56
10th Percentile £363 £304 £406
25th Percentile £404 £361 £450
Median daily rate (50th Percentile) £463 £463 £507
Median % change year-on-year - -8.78% -15.50%
75th Percentile £550 £528 £562
90th Percentile £675 £654 £612
England median daily rate £520 £549 £550
% change year-on-year -5.24% -0.23% -8.24%
Number of hourly rates quoted 5 1 0
Median hourly rate £35.00 £91.69 -
Median % change year-on-year -61.83% - -
England median hourly rate £65.50 £43.50 £40.33
% change year-on-year +50.57% +7.87% -19.35%

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 contract job vacancies requiring process or methodology skills in Yorkshire.

Contract vacancies with a requirement for process or methodology skills 2,393 1,398 1,272
As % of all contract IT jobs advertised in Yorkshire 83.41% 90.72% 83.79%
Number of daily rates quoted 1,442 889 771
10th Percentile £345 £262 £325
25th Percentile £413 £375 £413
Median daily rate (50th Percentile) £500 £475 £500
Median % change year-on-year +5.26% -5.00% -4.76%
75th Percentile £576 £550 £584
90th Percentile £669 £625 £663
England median daily rate £525 £510 £525
% change year-on-year +2.94% -2.86% -4.55%
Number of hourly rates quoted 87 56 47
10th Percentile £13.45 £15.00 £12.15
25th Percentile £16.62 £18.10 £12.55
Median hourly rate £22.00 £22.14 £16.19
Median % change year-on-year -0.63% +36.75% -19.05%
75th Percentile £28.00 £25.15 £28.75
90th Percentile £43.96 £81.25 £42.75
England median hourly rate £43.56 £25.15 £43.00
% change year-on-year +73.20% -41.51% +1.18%

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 7 September 2026.

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 7 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
West Yorkshire +17 77 £450 -9.09% 23
South Yorkshire -17 23 £508 +40.00% 7
North Yorkshire - 7 £460 - 5
East Yorkshire - 1 - -
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 6 (5.36%) Confluence
2 3 (2.68%) Apache
3 2 (1.79%) Apache Spark
3 2 (1.79%) nginx
3 2 (1.79%) Palantir Foundry
4 1 (0.89%) SAS
4 1 (0.89%) SharePoint
Applications
1 1 (0.89%) Microsoft Excel
1 1 (0.89%) Spreadsheet
Business Applications
1 1 (0.89%) SAP ERP
1 1 (0.89%) SAP S/4HANA
Cloud Services
1 40 (35.71%) Azure
2 38 (33.93%) Power Platform
3 13 (11.61%) AWS
4 10 (8.93%) Azure DevOps
4 10 (8.93%) Dynamics 365
5 8 (7.14%) GitHub
6 7 (6.25%) Azure Data Factory
6 7 (6.25%) GCP
6 7 (6.25%) Microsoft Purview
7 5 (4.46%) Azure Synapse Analytics
8 4 (3.57%) Azure Databricks
8 4 (3.57%) Azure Logic Apps
8 4 (3.57%) Serverless
9 3 (2.68%) Amazon CloudWatch
9 3 (2.68%) Azure Storage
9 3 (2.68%) PowerApps
9 3 (2.68%) Salesforce Service Cloud
10 2 (1.79%) Amazon S3
10 2 (1.79%) AWS CloudFormation
10 2 (1.79%) OpenShift
Database & Business Intelligence
1 30 (26.79%) Power BI
2 29 (25.89%) Data Warehouse
3 21 (18.75%) Metadata
4 10 (8.93%) Tableau
5 9 (8.04%) SQL Server
6 6 (5.36%) Data Lake
6 6 (5.36%) Enterprise Data Warehouse
7 5 (4.46%) Delta Lake
7 5 (4.46%) MongoDB
7 5 (4.46%) Semantic Layer
8 3 (2.68%) Amazon Redshift
8 3 (2.68%) Azure SQL Database
8 3 (2.68%) BigQuery
8 3 (2.68%) Metadata Repository
8 3 (2.68%) PostgreSQL
8 3 (2.68%) Star Schema
9 2 (1.79%) DynamoDB
9 2 (1.79%) Elasticsearch
9 2 (1.79%) Electronic Patient Records
9 2 (1.79%) Relational Database
Development Applications
1 6 (5.36%) JIRA
1 6 (5.36%) Team Foundation Server
2 3 (2.68%) ERwin
2 3 (2.68%) Git
3 1 (0.89%) LSMW
General
1 29 (25.89%) Social Skills
2 18 (16.07%) Finance
2 18 (16.07%) Public Sector
3 17 (15.18%) Analytical Skills
4 6 (5.36%) Manufacturing
5 4 (3.57%) Banking
6 3 (2.68%) Documentation Skills
7 2 (1.79%) Influencing Skills
7 2 (1.79%) Military
7 2 (1.79%) Organisational Skills
7 2 (1.79%) Retail
8 1 (0.89%) Digital Health
8 1 (0.89%) Inclusion and Diversity
8 1 (0.89%) Legal
8 1 (0.89%) Private Banking
Job Titles
1 25 (22.32%) Architect
2 24 (21.43%) Data Engineer
3 20 (17.86%) Developer
4 16 (14.29%) Analyst
5 15 (13.39%) Data Architect
6 10 (8.93%) Data Modeller
6 10 (8.93%) Lead
7 8 (7.14%) SQL Developer
8 7 (6.25%) Data Analyst
9 6 (5.36%) Dynamics 365 Developer
9 6 (5.36%) Microsoft Developer
9 6 (5.36%) Technical Architect
10 5 (4.46%) Business Intelligence Analyst
10 5 (4.46%) Financial Analyst
10 5 (4.46%) Platform Architect
10 5 (4.46%) Report Analyst
10 5 (4.46%) ServiceNow Architect
10 5 (4.46%) Solutions Architect
11 4 (3.57%) Business Analyst
11 4 (3.57%) Senior
Libraries, Frameworks & Software Standards
1 8 (7.14%) REST
2 6 (5.36%) JSON
2 6 (5.36%) Kafka
3 5 (4.46%) PySpark
3 5 (4.46%) Terraform
4 4 (3.57%) FHIR
4 4 (3.57%) SOAP
5 3 (2.68%) Lightning Web Components
5 3 (2.68%) XML
6 2 (1.79%) Middleware
6 2 (1.79%) OAuth
6 2 (1.79%) OpenID
6 2 (1.79%) Pandas
6 2 (1.79%) React
6 2 (1.79%) STL
7 1 (0.89%) AngularJS
7 1 (0.89%) Flask
7 1 (0.89%) OAuth2
7 1 (0.89%) RESTful
7 1 (0.89%) SAML
Miscellaneous
1 18 (16.07%) Data Structures
2 10 (8.93%) Cloud Native
3 7 (6.25%) Legacy Systems
4 6 (5.36%) CMDB
4 6 (5.36%) Product Ownership
5 3 (2.68%) Data Protection Act
5 3 (2.68%) Mobile App
5 3 (2.68%) NHS
6 2 (1.79%) Data Fabric
6 2 (1.79%) Low-Code
6 2 (1.79%) Onboarding
7 1 (0.89%) Analytical Mindset
7 1 (0.89%) Data Centre
7 1 (0.89%) Distributed Computing
7 1 (0.89%) Distributed Systems
7 1 (0.89%) IoT
7 1 (0.89%) Linux Command Line
7 1 (0.89%) Private Cloud
7 1 (0.89%) Public Cloud
7 1 (0.89%) Reference Data
Operating Systems
1 4 (3.57%) Linux
2 2 (1.79%) Unix
3 1 (0.89%) Red Hat Enterprise Linux
3 1 (0.89%) Windows
Processes & Methodologies
1 49 (43.75%) Analytics
2 42 (37.50%) Data Governance
3 39 (34.82%) Business Intelligence
4 35 (31.25%) Data Pipeline
5 34 (30.36%) ETL
6 26 (23.21%) CI/CD
7 23 (20.54%) Data Architecture
7 23 (20.54%) Migration
8 19 (16.96%) Data Engineering
9 17 (15.18%) AI
9 17 (15.18%) Lakehouse
10 16 (14.29%) Metadata Management
10 16 (14.29%) Validation
11 15 (13.39%) Dimensional Modelling
11 15 (13.39%) ERP
11 15 (13.39%) Infrastructure as Code
11 15 (13.39%) Master Data Management
11 15 (13.39%) Stakeholder Management
12 14 (12.50%) Data Transformation
12 14 (12.50%) Decision-Making
Programming Languages
1 40 (35.71%) SQL
2 18 (16.07%) Python
3 5 (4.46%) Data Analysis Expressions
4 3 (2.68%) Apex Code
5 2 (1.79%) Bash
5 2 (1.79%) Java
5 2 (1.79%) Kusto Query Language
5 2 (1.79%) PowerShell
6 1 (0.89%) Bicep
6 1 (0.89%) JavaScript
6 1 (0.89%) PL/SQL
6 1 (0.89%) Scala
6 1 (0.89%) Shell Script
6 1 (0.89%) TypeScript
Qualifications
1 26 (23.21%) Security Cleared
2 20 (17.86%) SC Cleared
3 2 (1.79%) AWS Certification
3 2 (1.79%) Degree
4 1 (0.89%) AWS Certified Solutions Architect
4 1 (0.89%) BPSS Clearance
Quality Assurance & Compliance
1 39 (34.82%) Data Quality
2 3 (2.68%) GDPR
2 3 (2.68%) SNOMED CT
3 2 (1.79%) Accessibility
3 2 (1.79%) HL7
4 1 (0.89%) ISO 20022
4 1 (0.89%) ISO/IEC 27001
4 1 (0.89%) NIST
4 1 (0.89%) QA
System Software
1 2 (1.79%) Active Directory
1 2 (1.79%) Docker
Systems Management
1 6 (5.36%) Single Sign-On
2 5 (4.46%) Ansible
2 5 (4.46%) Kubernetes
3 2 (1.79%) Grafana
3 2 (1.79%) Prometheus
4 1 (0.89%) Control-M
4 1 (0.89%) Progress Chef
Vendors
1 32 (28.57%) Microsoft
2 26 (23.21%) Databricks
3 8 (7.14%) Alteryx
3 8 (7.14%) Oracle
3 8 (7.14%) SAP
3 8 (7.14%) ServiceNow
4 6 (5.36%) Google
5 5 (4.46%) Salesforce
6 2 (1.79%) Foundry
6 2 (1.79%) MuleSoft
6 2 (1.79%) Palantir
6 2 (1.79%) Remedy
7 1 (0.89%) BiZZdesign
7 1 (0.89%) Brio
7 1 (0.89%) IFS
7 1 (0.89%) Informatica
7 1 (0.89%) Red Hat