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

6 months to
12 Oct 2026
Same period 2025 Same period 2024
Rank 61 83 33
Rank change year-on-year +22 -50 +12
Contract jobs citing Data Modelling 105 44 76
As % of all contract jobs in Yorkshire 3.69% 2.63% 5.17%
As % of the Processes & Methodologies category 4.42% 2.93% 6.11%
Number of daily rates quoted 67 30 48
10th Percentile £363 £340 £386
25th Percentile £406 £400 £474
Median daily rate (50th Percentile) £463 £485 £511
Median % change year-on-year -4.64% -5.09% -14.83%
75th Percentile £550 £538 £562
90th Percentile £673 £695 £593
England median daily rate £525 £540 £550
% change year-on-year -2.78% -1.82% -4.94%
Number of hourly rates quoted 5 0 1
10th Percentile - - -
25th Percentile - - £26.25
Median hourly rate £35.00 - £27.50
75th Percentile - - £28.75
90th Percentile - - -
England median hourly rate £61.00 £43.50 £40.33
% change year-on-year +40.23% +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 2,374 1,504 1,243
As % of all contract IT jobs advertised in Yorkshire 83.53% 90.01% 84.62%
Number of daily rates quoted 1,416 977 727
10th Percentile £338 £246 £295
25th Percentile £413 £375 £406
Median daily rate (50th Percentile) £500 £488 £500
Median % change year-on-year +2.56% -2.50% -4.76%
75th Percentile £575 £550 £575
90th Percentile £675 £650 £651
England median daily rate £525 £510 £525
% change year-on-year +2.94% -2.86% -4.55%
Number of hourly rates quoted 98 52 40
10th Percentile £13.45 £17.48 -
25th Percentile £15.39 £18.87 £12.55
Median hourly rate £19.00 £25.04 £18.82
Median % change year-on-year -24.11% +33.05% -11.70%
75th Percentile £26.50 £25.15 £33.75
90th Percentile £43.96 £78.38 £49.50
England median hourly rate £40.00 £25.15 £42.50
% change year-on-year +59.05% -40.82% -5.56%

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 12 October 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 12 October 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 +14 68 £450 -10.00% 38
South Yorkshire -9 25 £480 +7.87% 11
North Yorkshire - 8 £460 - 10
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 4 (3.81%) Apache
1 4 (3.81%) Apache Spark
1 4 (3.81%) Confluence
2 3 (2.86%) Palantir Foundry
3 2 (1.90%) nginx
4 1 (0.95%) SAS
4 1 (0.95%) SharePoint
Applications
1 1 (0.95%) Microsoft Excel
1 1 (0.95%) Spreadsheet
Business Applications
1 1 (0.95%) SystmOne
Cloud Services
1 40 (38.10%) Power Platform
2 31 (29.52%) Azure
3 15 (14.29%) GCP
4 14 (13.33%) AWS
5 8 (7.62%) Dynamics 365
6 7 (6.67%) Azure DevOps
7 5 (4.76%) Amazon CloudWatch
7 5 (4.76%) GitHub
7 5 (4.76%) Microsoft Purview
7 5 (4.76%) Serverless
8 4 (3.81%) Amazon S3
8 4 (3.81%) Azure Data Factory
8 4 (3.81%) Azure Databricks
9 3 (2.86%) AWS CloudFormation
9 3 (2.86%) AWS Lambda
9 3 (2.86%) Azure Synapse Analytics
9 3 (2.86%) Collibra
9 3 (2.86%) Microsoft Copilot
9 3 (2.86%) Salesforce Service Cloud
10 2 (1.90%) Amazon EventBridge
Database & Business Intelligence
1 32 (30.48%) Power BI
2 27 (25.71%) Metadata
3 26 (24.76%) Data Warehouse
4 9 (8.57%) BigQuery
5 8 (7.62%) Tableau
6 7 (6.67%) SQL Server
7 6 (5.71%) Enterprise Data Warehouse
8 5 (4.76%) Semantic Layer
9 4 (3.81%) Amazon Redshift
9 4 (3.81%) Data Lake
9 4 (3.81%) Star Schema
10 3 (2.86%) Metadata Repository
10 3 (2.86%) PostgreSQL
11 2 (1.90%) Amazon Athena
11 2 (1.90%) Delta Lake
11 2 (1.90%) DynamoDB
11 2 (1.90%) Elasticsearch
11 2 (1.90%) Electronic Patient Records
11 2 (1.90%) MongoDB
11 2 (1.90%) Relational Database
Development Applications
1 6 (5.71%) Team Foundation Server
2 4 (3.81%) JIRA
3 2 (1.90%) Git
4 1 (0.95%) GitLab
General
1 32 (30.48%) Social Skills
2 20 (19.05%) Public Sector
3 17 (16.19%) Finance
4 15 (14.29%) Analytical Skills
5 6 (5.71%) Manufacturing
6 5 (4.76%) Banking
6 5 (4.76%) Publishing
7 4 (3.81%) Military
8 2 (1.90%) Retail
9 1 (0.95%) Digital Health
9 1 (0.95%) Documentation Skills
9 1 (0.95%) Inclusion and Diversity
9 1 (0.95%) Influencing Skills
9 1 (0.95%) Legal
9 1 (0.95%) Private Banking
Job Titles
1 30 (28.57%) Data Engineer
2 24 (22.86%) Architect
3 16 (15.24%) Developer
4 14 (13.33%) Data Architect
5 10 (9.52%) Analyst
5 10 (9.52%) Lead
6 9 (8.57%) Data Modeller
7 7 (6.67%) ServiceNow Architect
7 7 (6.67%) Solutions Architect
8 6 (5.71%) Dynamics 365 Developer
8 6 (5.71%) Microsoft Developer
8 6 (5.71%) SQL Developer
9 5 (4.76%) Business Intelligence Analyst
9 5 (4.76%) Financial Analyst
9 5 (4.76%) Platform Architect
9 5 (4.76%) Report Analyst
9 5 (4.76%) Senior
10 4 (3.81%) Databricks Data Engineer
10 4 (3.81%) Databricks Engineer
10 4 (3.81%) Technical Architect
Libraries, Frameworks & Software Standards
1 8 (7.62%) REST
2 5 (4.76%) Terraform
3 4 (3.81%) FHIR
3 4 (3.81%) Kafka
3 4 (3.81%) React
3 4 (3.81%) SOAP
4 3 (2.86%) Lightning Web Components
5 2 (1.90%) JSON
5 2 (1.90%) Middleware
5 2 (1.90%) PySpark
5 2 (1.90%) XML
6 1 (0.95%) Django
6 1 (0.95%) FastAPI
6 1 (0.95%) FIX Protocol
6 1 (0.95%) OAuth
6 1 (0.95%) OpenID
6 1 (0.95%) RESTful
6 1 (0.95%) Spark Streaming
6 1 (0.95%) Vue
6 1 (0.95%) XBRL
Miscellaneous
1 17 (16.19%) Data Structures
2 13 (12.38%) Cloud Native
3 6 (5.71%) CMDB
3 6 (5.71%) Legacy Systems
4 5 (4.76%) Data Fabric
4 5 (4.76%) NHS
5 4 (3.81%) Data Protection Act
6 2 (1.90%) Onboarding
6 2 (1.90%) Product Ownership
6 2 (1.90%) Virtual Team
7 1 (0.95%) Analytical Mindset
7 1 (0.95%) Data Centre
7 1 (0.95%) Distributed Computing
7 1 (0.95%) Distributed Systems
7 1 (0.95%) IoT
7 1 (0.95%) Linux Command Line
7 1 (0.95%) Mobile App
7 1 (0.95%) Public Cloud
7 1 (0.95%) Reference Data
7 1 (0.95%) SWIFT Messaging Network
Operating Systems
1 4 (3.81%) Linux
2 2 (1.90%) Unix
3 1 (0.95%) Red Hat Enterprise Linux
3 1 (0.95%) Windows
Processes & Methodologies
1 49 (46.67%) Analytics
2 46 (43.81%) Data Governance
3 38 (36.19%) Business Intelligence
4 36 (34.29%) Data Pipeline
5 30 (28.57%) CI/CD
6 29 (27.62%) ETL
7 28 (26.67%) Data Engineering
8 23 (21.90%) Data Architecture
9 22 (20.95%) AI
10 20 (19.05%) Metadata Management
10 20 (19.05%) Migration
11 16 (15.24%) Stakeholder Management
12 15 (14.29%) Data Transformation
12 15 (14.29%) Decision-Making
12 15 (14.29%) Infrastructure as Code
12 15 (14.29%) Lakehouse
12 15 (14.29%) Validation
13 14 (13.33%) Data Integration
13 14 (13.33%) Master Data Management
13 14 (13.33%) Stakeholder Engagement
Programming Languages
1 45 (42.86%) SQL
2 20 (19.05%) Python
3 6 (5.71%) Data Analysis Expressions
4 3 (2.86%) Apex Code
5 2 (1.90%) Bash
5 2 (1.90%) Java
5 2 (1.90%) Kusto Query Language
5 2 (1.90%) PowerShell
5 2 (1.90%) TypeScript
6 1 (0.95%) Bicep
6 1 (0.95%) PL/SQL
6 1 (0.95%) Scala
6 1 (0.95%) Shell Script
6 1 (0.95%) T-SQL
Qualifications
1 28 (26.67%) Security Cleared
2 20 (19.05%) SC Cleared
3 2 (1.90%) AWS Certification
3 2 (1.90%) BPSS Clearance
4 1 (0.95%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 48 (45.71%) Data Quality
2 4 (3.81%) GDPR
3 3 (2.86%) SNOMED CT
4 2 (1.90%) Accessibility
4 2 (1.90%) HL7
5 1 (0.95%) ISO 20022
5 1 (0.95%) ISO/IEC 27001
5 1 (0.95%) NIST
5 1 (0.95%) QA
System Software
1 1 (0.95%) Active Directory
1 1 (0.95%) Docker
Systems Management
1 4 (3.81%) Kubernetes
2 3 (2.86%) Single Sign-On
3 2 (1.90%) Ansible
3 2 (1.90%) Grafana
3 2 (1.90%) Prometheus
4 1 (0.95%) Control-M
4 1 (0.95%) Progress Chef
Vendors
1 25 (23.81%) Microsoft
2 21 (20.00%) Databricks
3 11 (10.48%) Google
4 8 (7.62%) ServiceNow
5 7 (6.67%) SAP
6 6 (5.71%) Alteryx
7 5 (4.76%) Salesforce
8 4 (3.81%) Palantir
9 3 (2.86%) Foundry
9 3 (2.86%) Oracle
10 2 (1.90%) MuleSoft
10 2 (1.90%) Remedy
11 1 (0.95%) BiZZdesign
11 1 (0.95%) Brio
11 1 (0.95%) IFS
11 1 (0.95%) Informatica
11 1 (0.95%) Red Hat
11 1 (0.95%) Splunk