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

6 months to
21 Sep 2026
Same period 2025 Same period 2024
Rank 54 85 30
Rank change year-on-year +31 -55 +14
Contract jobs citing Data Modelling 117 35 81
As % of all contract jobs in Yorkshire 4.07% 2.26% 5.41%
As % of the Processes & Methodologies category 4.91% 2.50% 6.44%
Number of daily rates quoted 77 21 54
10th Percentile £363 £295 £416
25th Percentile £406 £363 £468
Median daily rate (50th Percentile) £463 £450 £511
Median % change year-on-year +2.78% -11.94% -14.83%
75th Percentile £550 £525 £573
90th Percentile £673 £688 £625
England median daily rate £524 £549 £550
% change year-on-year -4.56% -0.23% -6.78%
Number of hourly rates quoted 5 0 0
Median hourly rate £35.00 - -
England median hourly rate £55.00 £43.50 £40.33
% change year-on-year +26.44% +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 2,384 1,399 1,258
As % of all contract IT jobs advertised in Yorkshire 83.01% 90.37% 84.09%
Number of daily rates quoted 1,412 891 754
10th Percentile £345 £240 £302
25th Percentile £413 £375 £410
Median daily rate (50th Percentile) £500 £475 £500
Median % change year-on-year +5.26% -5.00% -4.76%
75th Percentile £575 £554 £580
90th Percentile £669 £638 £664
England median daily rate £525 £510 £525
% change year-on-year +2.94% -2.86% -4.55%
Number of hourly rates quoted 90 54 44
10th Percentile £13.45 £15.68 £12.15
25th Percentile £15.63 £18.16 £12.55
Median hourly rate £19.69 £22.14 £17.50
Median % change year-on-year -11.07% +26.51% -12.50%
75th Percentile £26.72 £25.15 £30.00
90th Percentile £43.96 £72.63 £45.75
England median hourly rate £42.50 £25.15 £43.00
% change year-on-year +68.99% -41.51% -2.27%

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 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 21 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 79 £450 -7.22% 62
South Yorkshire -12 27 £515 +42.07% 19
North Yorkshire - 7 £460 - 12
East Yorkshire - 1 - - 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 8 (6.84%) Confluence
2 3 (2.56%) Apache
2 3 (2.56%) Palantir Foundry
3 2 (1.71%) Apache Spark
3 2 (1.71%) nginx
4 1 (0.85%) SAS
4 1 (0.85%) SharePoint
Applications
1 1 (0.85%) Microsoft Excel
1 1 (0.85%) Spreadsheet
Cloud Services
1 41 (35.04%) Power Platform
2 38 (32.48%) Azure
3 13 (11.11%) AWS
4 12 (10.26%) GCP
5 10 (8.55%) Dynamics 365
6 9 (7.69%) Azure DevOps
7 8 (6.84%) GitHub
8 7 (5.98%) Azure Data Factory
9 6 (5.13%) Microsoft Purview
9 6 (5.13%) Serverless
10 5 (4.27%) Amazon CloudWatch
11 4 (3.42%) Amazon S3
11 4 (3.42%) AWS Lambda
11 4 (3.42%) Azure Databricks
11 4 (3.42%) Azure Logic Apps
11 4 (3.42%) Azure Synapse Analytics
12 3 (2.56%) Azure Storage
12 3 (2.56%) Collibra
12 3 (2.56%) Microsoft Copilot
12 3 (2.56%) Salesforce Service Cloud
Database & Business Intelligence
1 33 (28.21%) Power BI
2 31 (26.50%) Data Warehouse
3 25 (21.37%) Metadata
4 10 (8.55%) Tableau
5 8 (6.84%) BigQuery
5 8 (6.84%) SQL Server
6 7 (5.98%) Data Lake
7 6 (5.13%) Enterprise Data Warehouse
8 5 (4.27%) Semantic Layer
9 4 (3.42%) Amazon Redshift
9 4 (3.42%) Delta Lake
10 3 (2.56%) Amazon Athena
10 3 (2.56%) DynamoDB
10 3 (2.56%) Metadata Repository
10 3 (2.56%) MongoDB
10 3 (2.56%) PostgreSQL
10 3 (2.56%) Star Schema
11 2 (1.71%) Azure SQL Database
11 2 (1.71%) Elasticsearch
11 2 (1.71%) Electronic Patient Records
Development Applications
1 8 (6.84%) JIRA
2 6 (5.13%) Team Foundation Server
3 2 (1.71%) Git
4 1 (0.85%) ERwin
General
1 35 (29.91%) Social Skills
2 21 (17.95%) Finance
2 21 (17.95%) Public Sector
3 17 (14.53%) Analytical Skills
4 6 (5.13%) Banking
4 6 (5.13%) Manufacturing
5 4 (3.42%) Publishing
6 3 (2.56%) Documentation Skills
6 3 (2.56%) Military
7 2 (1.71%) Influencing Skills
7 2 (1.71%) Organisational Skills
7 2 (1.71%) Retail
8 1 (0.85%) Digital Health
8 1 (0.85%) Inclusion and Diversity
8 1 (0.85%) Legal
8 1 (0.85%) Private Banking
Job Titles
1 30 (25.64%) Data Engineer
2 23 (19.66%) Architect
3 20 (17.09%) Developer
4 15 (12.82%) Analyst
5 13 (11.11%) Data Architect
6 11 (9.40%) Data Modeller
7 9 (7.69%) Lead
8 8 (6.84%) SQL Developer
9 6 (5.13%) Data Analyst
9 6 (5.13%) Dynamics 365 Developer
9 6 (5.13%) Microsoft Developer
9 6 (5.13%) ServiceNow Architect
9 6 (5.13%) Solutions Architect
10 5 (4.27%) Business Intelligence Analyst
10 5 (4.27%) Financial Analyst
10 5 (4.27%) Platform Architect
10 5 (4.27%) Report Analyst
10 5 (4.27%) Technical Architect
11 4 (3.42%) Business Analyst
11 4 (3.42%) Senior
Libraries, Frameworks & Software Standards
1 8 (6.84%) REST
2 6 (5.13%) Terraform
3 4 (3.42%) FHIR
3 4 (3.42%) Kafka
3 4 (3.42%) PySpark
3 4 (3.42%) SOAP
4 3 (2.56%) JSON
4 3 (2.56%) Lightning Web Components
5 2 (1.71%) Middleware
5 2 (1.71%) Pandas
5 2 (1.71%) React
5 2 (1.71%) STL
5 2 (1.71%) XML
6 1 (0.85%) AngularJS
6 1 (0.85%) CSS
6 1 (0.85%) Flask
6 1 (0.85%) OAuth
6 1 (0.85%) OpenID
6 1 (0.85%) RESTful
6 1 (0.85%) Spark Streaming
Miscellaneous
1 19 (16.24%) Data Structures
2 12 (10.26%) Cloud Native
3 7 (5.98%) Legacy Systems
3 7 (5.98%) Product Ownership
4 6 (5.13%) CMDB
5 5 (4.27%) Data Fabric
5 5 (4.27%) Data Protection Act
6 4 (3.42%) NHS
7 3 (2.56%) Mobile App
8 2 (1.71%) Low-Code
8 2 (1.71%) Onboarding
8 2 (1.71%) Virtual Team
9 1 (0.85%) Analytical Mindset
9 1 (0.85%) Data Centre
9 1 (0.85%) Distributed Computing
9 1 (0.85%) Distributed Systems
9 1 (0.85%) IoT
9 1 (0.85%) Linux Command Line
9 1 (0.85%) SWIFT Messaging Network
9 1 (0.85%) Taxonomies
Operating Systems
1 4 (3.42%) Linux
2 2 (1.71%) Unix
3 1 (0.85%) Red Hat Enterprise Linux
3 1 (0.85%) Windows
Processes & Methodologies
1 51 (43.59%) Analytics
2 45 (38.46%) Data Governance
3 40 (34.19%) Business Intelligence
4 39 (33.33%) Data Pipeline
5 35 (29.91%) ETL
6 29 (24.79%) CI/CD
7 28 (23.93%) Data Engineering
8 23 (19.66%) Data Architecture
9 22 (18.80%) AI
10 21 (17.95%) Migration
11 18 (15.38%) Metadata Management
11 18 (15.38%) Stakeholder Management
12 17 (14.53%) Data Transformation
12 17 (14.53%) Lakehouse
12 17 (14.53%) Validation
13 16 (13.68%) Agile
13 16 (13.68%) Decision-Making
13 16 (13.68%) Dimensional Modelling
13 16 (13.68%) Infrastructure as Code
13 16 (13.68%) Roadmaps
Programming Languages
1 47 (40.17%) SQL
2 19 (16.24%) Python
3 5 (4.27%) Data Analysis Expressions
4 3 (2.56%) Apex Code
5 2 (1.71%) Bash
5 2 (1.71%) Java
5 2 (1.71%) Kusto Query Language
5 2 (1.71%) PowerShell
6 1 (0.85%) Bicep
6 1 (0.85%) JavaScript
6 1 (0.85%) PL/SQL
6 1 (0.85%) Scala
6 1 (0.85%) Shell Script
6 1 (0.85%) TypeScript
Qualifications
1 27 (23.08%) Security Cleared
2 20 (17.09%) SC Cleared
3 2 (1.71%) AWS Certification
3 2 (1.71%) Degree
4 1 (0.85%) AWS Certified Solutions Architect
4 1 (0.85%) BPSS Clearance
Quality Assurance & Compliance
1 46 (39.32%) Data Quality
2 4 (3.42%) GDPR
3 3 (2.56%) SNOMED CT
4 2 (1.71%) Accessibility
4 2 (1.71%) HL7
5 1 (0.85%) ISO 20022
5 1 (0.85%) ISO/IEC 27001
5 1 (0.85%) NIST
5 1 (0.85%) QA
System Software
1 2 (1.71%) Docker
2 1 (0.85%) Active Directory
Systems Management
1 6 (5.13%) Single Sign-On
2 5 (4.27%) Ansible
2 5 (4.27%) Kubernetes
3 2 (1.71%) Grafana
3 2 (1.71%) Prometheus
4 1 (0.85%) Control-M
4 1 (0.85%) Progress Chef
Vendors
1 30 (25.64%) Microsoft
2 24 (20.51%) Databricks
3 10 (8.55%) Google
4 9 (7.69%) ServiceNow
5 8 (6.84%) Alteryx
6 7 (5.98%) Oracle
6 7 (5.98%) SAP
7 5 (4.27%) Salesforce
8 4 (3.42%) Palantir
9 3 (2.56%) Foundry
10 2 (1.71%) MuleSoft
10 2 (1.71%) Remedy
11 1 (0.85%) BiZZdesign
11 1 (0.85%) Brio
11 1 (0.85%) IFS
11 1 (0.85%) Informatica
11 1 (0.85%) Red Hat
11 1 (0.85%) Splunk