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

6 months to
28 Sep 2026
Same period 2025 Same period 2024
Rank 54 81 32
Rank change year-on-year +27 -49 +15
Contract jobs citing Data Modelling 115 36 82
As % of all contract jobs in Yorkshire 3.99% 2.33% 5.51%
As % of the Processes & Methodologies category 4.80% 2.58% 6.52%
Number of daily rates quoted 75 22 55
10th Percentile £363 £300 £418
25th Percentile £408 £366 £469
Median daily rate (50th Percentile) £463 £463 £507
Median % change year-on-year - -8.78% -15.50%
75th Percentile £544 £521 £571
90th Percentile £655 £571 £625
England median daily rate £525 £550 £550
% change year-on-year -4.55% - -6.38%
Number of hourly rates quoted 5 0 0
Median hourly rate £35.00 - -
England median hourly rate £45.50 £43.50 £40.33
% change year-on-year +4.60% +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 2,395 1,396 1,257
As % of all contract IT jobs advertised in Yorkshire 83.13% 90.36% 84.42%
Number of daily rates quoted 1,418 901 744
10th Percentile £339 £240 £300
25th Percentile £413 £375 £406
Median daily rate (50th Percentile) £500 £475 £500
Median % change year-on-year +5.26% -5.00% -4.76%
75th Percentile £575 £556 £580
90th Percentile £669 £650 £660
England median daily rate £525 £510 £525
% change year-on-year +2.94% -2.86% -4.55%
Number of hourly rates quoted 93 53 42
10th Percentile £13.45 £17.27 -
25th Percentile £15.39 £18.51 £12.55
Median hourly rate £19.67 £22.58 £18.25
Median % change year-on-year -12.87% +23.70% -9.88%
75th Percentile £26.72 £25.15 £32.50
90th Percentile £43.96 £75.50 £47.75
England median hourly rate £41.00 £25.15 £43.00
% change year-on-year +63.02% -41.51% -3.37%

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 28 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 28 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 +18 74 £450 -9.09% 51
South Yorkshire -19 29 £500 +37.93% 17
North Yorkshire - 8 £460 - 10
East Yorkshire - 1 - - 2
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 (6.96%) Confluence
2 3 (2.61%) Apache
2 3 (2.61%) Apache Spark
2 3 (2.61%) Palantir Foundry
3 2 (1.74%) nginx
4 1 (0.87%) SAS
4 1 (0.87%) SharePoint
Applications
1 1 (0.87%) Microsoft Excel
1 1 (0.87%) Spreadsheet
Cloud Services
1 39 (33.91%) Power Platform
2 35 (30.43%) Azure
3 16 (13.91%) GCP
4 14 (12.17%) AWS
5 10 (8.70%) Dynamics 365
6 8 (6.96%) Azure DevOps
6 8 (6.96%) GitHub
7 5 (4.35%) Amazon CloudWatch
7 5 (4.35%) Azure Data Factory
7 5 (4.35%) Microsoft Purview
7 5 (4.35%) Serverless
8 4 (3.48%) Amazon S3
8 4 (3.48%) Azure Databricks
8 4 (3.48%) Azure Synapse Analytics
9 3 (2.61%) AWS CloudFormation
9 3 (2.61%) AWS Lambda
9 3 (2.61%) Collibra
9 3 (2.61%) Microsoft Copilot
9 3 (2.61%) Salesforce Service Cloud
10 2 (1.74%) Azure Monitor
Database & Business Intelligence
1 31 (26.96%) Power BI
2 28 (24.35%) Data Warehouse
3 27 (23.48%) Metadata
4 10 (8.70%) BigQuery
4 10 (8.70%) Tableau
5 8 (6.96%) SQL Server
6 6 (5.22%) Enterprise Data Warehouse
7 5 (4.35%) Data Lake
7 5 (4.35%) Semantic Layer
8 4 (3.48%) Amazon Redshift
8 4 (3.48%) Star Schema
9 3 (2.61%) Delta Lake
9 3 (2.61%) Metadata Repository
9 3 (2.61%) PostgreSQL
10 2 (1.74%) Amazon Athena
10 2 (1.74%) DynamoDB
10 2 (1.74%) Elasticsearch
10 2 (1.74%) Electronic Patient Records
10 2 (1.74%) MongoDB
10 2 (1.74%) Relational Database
Development Applications
1 8 (6.96%) JIRA
2 6 (5.22%) Team Foundation Server
3 2 (1.74%) Git
4 1 (0.87%) GitLab
General
1 37 (32.17%) Social Skills
2 22 (19.13%) Finance
3 20 (17.39%) Public Sector
4 19 (16.52%) Analytical Skills
5 6 (5.22%) Banking
5 6 (5.22%) Manufacturing
6 4 (3.48%) Publishing
7 3 (2.61%) Military
8 2 (1.74%) Influencing Skills
8 2 (1.74%) Organisational Skills
8 2 (1.74%) Retail
9 1 (0.87%) Digital Health
9 1 (0.87%) Documentation Skills
9 1 (0.87%) Inclusion and Diversity
9 1 (0.87%) Legal
9 1 (0.87%) Private Banking
Job Titles
1 30 (26.09%) Data Engineer
2 23 (20.00%) Architect
3 19 (16.52%) Developer
4 14 (12.17%) Data Architect
5 13 (11.30%) Analyst
6 11 (9.57%) Data Modeller
7 9 (7.83%) Lead
8 8 (6.96%) SQL Developer
9 6 (5.22%) Dynamics 365 Developer
9 6 (5.22%) Microsoft Developer
9 6 (5.22%) ServiceNow Architect
9 6 (5.22%) Solutions Architect
10 5 (4.35%) Business Intelligence Analyst
10 5 (4.35%) Financial Analyst
10 5 (4.35%) Platform Architect
10 5 (4.35%) Report Analyst
11 4 (3.48%) Business Analyst
11 4 (3.48%) Data Analyst
11 4 (3.48%) Senior
11 4 (3.48%) Technical Architect
Libraries, Frameworks & Software Standards
1 8 (6.96%) REST
2 5 (4.35%) Terraform
3 4 (3.48%) FHIR
3 4 (3.48%) Kafka
3 4 (3.48%) SOAP
4 3 (2.61%) Lightning Web Components
4 3 (2.61%) PySpark
4 3 (2.61%) React
5 2 (1.74%) JSON
5 2 (1.74%) Middleware
5 2 (1.74%) Pandas
5 2 (1.74%) XML
6 1 (0.87%) AngularJS
6 1 (0.87%) Django
6 1 (0.87%) FIX Protocol
6 1 (0.87%) Flask
6 1 (0.87%) OAuth
6 1 (0.87%) OpenID
6 1 (0.87%) RESTful
6 1 (0.87%) XBRL
Miscellaneous
1 19 (16.52%) Data Structures
2 13 (11.30%) Cloud Native
3 7 (6.09%) Legacy Systems
4 6 (5.22%) CMDB
4 6 (5.22%) Data Protection Act
5 5 (4.35%) Data Fabric
6 4 (3.48%) NHS
6 4 (3.48%) Product Ownership
7 3 (2.61%) Mobile App
8 2 (1.74%) Analytical Mindset
8 2 (1.74%) Onboarding
8 2 (1.74%) Virtual Team
9 1 (0.87%) Data Centre
9 1 (0.87%) Distributed Computing
9 1 (0.87%) Distributed Systems
9 1 (0.87%) IoT
9 1 (0.87%) Linux Command Line
9 1 (0.87%) Public Cloud
9 1 (0.87%) Reference Data
9 1 (0.87%) SWIFT Messaging Network
Operating Systems
1 4 (3.48%) Linux
2 2 (1.74%) Unix
3 1 (0.87%) Red Hat Enterprise Linux
3 1 (0.87%) Windows
Processes & Methodologies
1 52 (45.22%) Analytics
2 46 (40.00%) Data Governance
3 37 (32.17%) Business Intelligence
3 37 (32.17%) Data Pipeline
4 32 (27.83%) ETL
5 30 (26.09%) CI/CD
6 29 (25.22%) Data Engineering
7 23 (20.00%) Data Architecture
8 22 (19.13%) AI
9 20 (17.39%) Metadata Management
9 20 (17.39%) Migration
10 17 (14.78%) Agile
10 17 (14.78%) Decision-Making
10 17 (14.78%) Stakeholder Management
10 17 (14.78%) Validation
11 16 (13.91%) Dimensional Modelling
11 16 (13.91%) Master Data Management
12 15 (13.04%) Data Transformation
12 15 (13.04%) Infrastructure as Code
12 15 (13.04%) Roadmaps
Programming Languages
1 45 (39.13%) SQL
2 19 (16.52%) Python
3 5 (4.35%) Data Analysis Expressions
4 3 (2.61%) Apex Code
5 2 (1.74%) Bash
5 2 (1.74%) Java
5 2 (1.74%) Kusto Query Language
5 2 (1.74%) PowerShell
6 1 (0.87%) Bicep
6 1 (0.87%) JavaScript
6 1 (0.87%) PL/SQL
6 1 (0.87%) Scala
6 1 (0.87%) Shell Script
6 1 (0.87%) TypeScript
Qualifications
1 27 (23.48%) Security Cleared
2 20 (17.39%) SC Cleared
3 2 (1.74%) AWS Certification
3 2 (1.74%) BPSS Clearance
3 2 (1.74%) Degree
4 1 (0.87%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 47 (40.87%) Data Quality
2 4 (3.48%) GDPR
3 3 (2.61%) SNOMED CT
4 2 (1.74%) Accessibility
4 2 (1.74%) HL7
5 1 (0.87%) ISO 20022
5 1 (0.87%) ISO/IEC 27001
5 1 (0.87%) NIST
5 1 (0.87%) QA
System Software
1 2 (1.74%) Docker
2 1 (0.87%) Active Directory
Systems Management
1 6 (5.22%) Single Sign-On
2 5 (4.35%) Ansible
2 5 (4.35%) Kubernetes
3 2 (1.74%) Grafana
3 2 (1.74%) Prometheus
4 1 (0.87%) Control-M
4 1 (0.87%) Progress Chef
Vendors
1 27 (23.48%) Microsoft
2 22 (19.13%) Databricks
3 12 (10.43%) Google
4 8 (6.96%) Alteryx
4 8 (6.96%) ServiceNow
5 7 (6.09%) SAP
6 5 (4.35%) Oracle
6 5 (4.35%) Salesforce
7 4 (3.48%) Palantir
8 3 (2.61%) Foundry
9 2 (1.74%) MuleSoft
9 2 (1.74%) Remedy
10 1 (0.87%) BiZZdesign
10 1 (0.87%) Brio
10 1 (0.87%) IFS
10 1 (0.87%) Informatica
10 1 (0.87%) Red Hat
10 1 (0.87%) Splunk