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

6 months to
19 Jul 2026
Same period 2025 Same period 2024
Rank 54 64 27
Rank change year-on-year +10 -37 +22
Contract jobs citing Data Modelling 106 38 98
As % of all contract jobs in Yorkshire 3.71% 2.75% 5.83%
As % of the Processes & Methodologies category 4.34% 2.98% 6.97%
Number of daily rates quoted 77 22 66
10th Percentile £363 £327 £406
25th Percentile £425 £363 £450
Median daily rate (50th Percentile) £500 £460 £506
Median % change year-on-year +8.70% -9.09% -15.67%
75th Percentile £550 £566 £559
90th Percentile £688 £684 £625
England median daily rate £523 £533 £550
% change year-on-year -1.88% -3.18% -4.35%
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 £69.44 £48.00 £40.41
% change year-on-year +44.67% +18.78% -26.52%

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 2,442 1,274 1,407
As % of all contract IT jobs advertised in Yorkshire 85.44% 92.05% 83.75%
Number of daily rates quoted 1,484 789 854
10th Percentile £325 £263 £300
25th Percentile £413 £380 £400
Median daily rate (50th Percentile) £500 £475 £500
Median % change year-on-year +5.26% -5.00% -4.76%
75th Percentile £575 £550 £576
90th Percentile £675 £625 £650
England median daily rate £525 £513 £525
% change year-on-year +2.44% -2.38% -4.55%
Number of hourly rates quoted 79 60 57
10th Percentile £15.00 £16.13 -
25th Percentile £16.62 £18.29 £12.15
Median hourly rate £22.81 £22.14 £13.87
Median % change year-on-year +3.03% +59.63% -30.45%
75th Percentile £31.50 £25.15 £22.00
90th Percentile £68.75 £30.68 £50.75
England median hourly rate £47.00 £25.15 £38.50
% change year-on-year +86.88% -34.68% -9.41%

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 19 July 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 19 July 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 +4 57 £475 -2.06% 15
South Yorkshire -19 36 £515 +39.66% 3
North Yorkshire - 8 £538 - 2
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 8 (7.55%) Confluence
2 3 (2.83%) Apache Spark
3 2 (1.89%) Apache
3 2 (1.89%) Palantir Foundry
4 1 (0.94%) nginx
4 1 (0.94%) SAS
4 1 (0.94%) SharePoint
Applications
1 3 (2.83%) Microsoft Excel
2 1 (0.94%) Microsoft Office
2 1 (0.94%) Microsoft PowerPoint
Business Applications
1 1 (0.94%) SAP ERP
1 1 (0.94%) SAP S/4HANA
Cloud Services
1 34 (32.08%) Azure
2 27 (25.47%) Power Platform
3 14 (13.21%) AWS
4 11 (10.38%) Dynamics 365
5 10 (9.43%) OpenShift
6 8 (7.55%) GCP
7 7 (6.60%) GitHub
8 6 (5.66%) Azure Data Factory
9 5 (4.72%) Azure DevOps
9 5 (4.72%) Microsoft Purview
10 3 (2.83%) Azure Logic Apps
10 3 (2.83%) Azure Synapse Analytics
10 3 (2.83%) PowerApps
10 3 (2.83%) Snowflake
11 2 (1.89%) Amazon CloudWatch
11 2 (1.89%) Amazon S3
11 2 (1.89%) Azure Storage
11 2 (1.89%) Microsoft 365
11 2 (1.89%) Power Automate
12 1 (0.94%) Entra ID
Communications & Networking
1 2 (1.89%) Firewall
2 1 (0.94%) BIG-IP
2 1 (0.94%) DHCP
2 1 (0.94%) DNS
2 1 (0.94%) Network Security
2 1 (0.94%) TCP/IP
Database & Business Intelligence
1 28 (26.42%) Data Warehouse
2 18 (16.98%) Power BI
3 9 (8.49%) Metadata
4 7 (6.60%) Data Lake
4 7 (6.60%) SQL Server
5 6 (5.66%) Delta Lake
5 6 (5.66%) Tableau
6 5 (4.72%) Azure SQL Database
6 5 (4.72%) MongoDB
7 4 (3.77%) Enterprise Data Warehouse
7 4 (3.77%) PostgreSQL
8 3 (2.83%) Relational Database
9 2 (1.89%) Amazon Athena
10 1 (0.94%) Apache Arrow
10 1 (0.94%) Data Vault
10 1 (0.94%) DocumentDB
10 1 (0.94%) Electronic Patient Records
10 1 (0.94%) Parquet
10 1 (0.94%) Semantic Layer
10 1 (0.94%) Spark SQL
Development Applications
1 8 (7.55%) JIRA
2 5 (4.72%) ERwin
3 4 (3.77%) Team Foundation Server
4 3 (2.83%) Git
5 1 (0.94%) ER Studio
5 1 (0.94%) Jaeger
5 1 (0.94%) Jenkins
5 1 (0.94%) LSMW
5 1 (0.94%) PowerDesigner
General
1 33 (31.13%) Social Skills
2 21 (19.81%) Finance
3 14 (13.21%) Analytical Skills
4 11 (10.38%) Public Sector
5 10 (9.43%) Banking
6 8 (7.55%) Documentation Skills
7 5 (4.72%) Manufacturing
8 3 (2.83%) Organisational Skills
9 2 (1.89%) Financial Institution
9 2 (1.89%) Influencing Skills
9 2 (1.89%) Military
10 1 (0.94%) Advertising
10 1 (0.94%) Inclusion and Diversity
10 1 (0.94%) Legal
10 1 (0.94%) Private Banking
10 1 (0.94%) Retail Banking
Job Titles
1 25 (23.58%) Data Engineer
2 23 (21.70%) Architect
3 19 (17.92%) Analyst
3 19 (17.92%) Developer
4 14 (13.21%) Data Architect
5 8 (7.55%) Data Modeller
5 8 (7.55%) Lead
6 7 (6.60%) Business Analyst
6 7 (6.60%) Data Analyst
7 6 (5.66%) Dynamics 365 Developer
7 6 (5.66%) Microsoft Developer
7 6 (5.66%) Senior
7 6 (5.66%) SQL Developer
8 5 (4.72%) Business Intelligence Analyst
8 5 (4.72%) Financial Analyst
8 5 (4.72%) Report Analyst
9 4 (3.77%) Solutions Architect
9 4 (3.77%) Technical Architect
10 3 (2.83%) Consultant
10 3 (2.83%) Product Manager
Libraries, Frameworks & Software Standards
1 12 (11.32%) JSON
1 12 (11.32%) Kafka
2 8 (7.55%) OpenTelemetry
3 7 (6.60%) Apache Avro
3 7 (6.60%) Protocol Buffers
3 7 (6.60%) PySpark
4 6 (5.66%) REST
5 3 (2.83%) FHIR
5 3 (2.83%) Middleware
5 3 (2.83%) XML
6 2 (1.89%) FastAPI
6 2 (1.89%) Flask
6 2 (1.89%) OAuth
6 2 (1.89%) OpenID
6 2 (1.89%) Pandas
6 2 (1.89%) React
6 2 (1.89%) RESTful
6 2 (1.89%) SOAP
6 2 (1.89%) STL
7 1 (0.94%) Spring Boot
Miscellaneous
1 15 (14.15%) Data Structures
2 7 (6.60%) Cloud Native
2 7 (6.60%) Product Ownership
3 6 (5.66%) Hybrid Cloud
3 6 (5.66%) Legacy Systems
4 4 (3.77%) Data Protection Act
5 3 (2.83%) Distributed Systems
5 3 (2.83%) Mobile App
5 3 (2.83%) NHS
6 2 (1.89%) Analytical Mindset
6 2 (1.89%) Low-Code
7 1 (0.94%) Data Centre
7 1 (0.94%) Data Fabric
7 1 (0.94%) Distributed Computing
7 1 (0.94%) Enterprise Software
7 1 (0.94%) IoT
7 1 (0.94%) Legacy Applications
7 1 (0.94%) Onboarding
7 1 (0.94%) Private Cloud
7 1 (0.94%) Public Cloud
Operating Systems
1 4 (3.77%) Linux
2 2 (1.89%) Unix
3 1 (0.94%) Red Hat Enterprise Linux
3 1 (0.94%) Windows
Processes & Methodologies
1 45 (42.45%) Analytics
2 36 (33.96%) Data Pipeline
3 35 (33.02%) ETL
4 27 (25.47%) Data Governance
5 25 (23.58%) Business Intelligence
6 21 (19.81%) Migration
7 20 (18.87%) CI/CD
8 16 (15.09%) Data Engineering
9 15 (14.15%) Data Architecture
9 15 (14.15%) DevOps
9 15 (14.15%) Validation
10 13 (12.26%) Agile
10 13 (12.26%) Observability
11 12 (11.32%) Dashboard Development
11 12 (11.32%) Data Transformation
11 12 (11.32%) Decision-Making
11 12 (11.32%) ERP
11 12 (11.32%) Logical Data Model
11 12 (11.32%) Stakeholder Management
12 11 (10.38%) Problem-Solving
Programming Languages
1 31 (29.25%) SQL
2 21 (19.81%) Python
3 4 (3.77%) Java
4 3 (2.83%) Data Analysis Expressions
4 3 (2.83%) JavaScript
5 2 (1.89%) Shell Script
6 1 (0.94%) Bicep
6 1 (0.94%) PL/SQL
6 1 (0.94%) Rust
6 1 (0.94%) TypeScript
6 1 (0.94%) VBA
6 1 (0.94%) X++
Qualifications
1 17 (16.04%) Security Cleared
2 12 (11.32%) SC Cleared
3 5 (4.72%) Degree
4 3 (2.83%) BPSS Clearance
5 2 (1.89%) AWS Certification
6 1 (0.94%) AWS Certified Solutions Architect
6 1 (0.94%) CISM
6 1 (0.94%) CISSP
6 1 (0.94%) TOGAF Certification
Quality Assurance & Compliance
1 19 (17.92%) Data Quality
2 3 (2.83%) HL7
3 2 (1.89%) Accessibility
4 1 (0.94%) GDPR
4 1 (0.94%) ISO 20022
4 1 (0.94%) SNOMED CT
System Software
1 4 (3.77%) Docker
2 1 (0.94%) Active Directory
Systems Management
1 12 (11.32%) Kubernetes
2 8 (7.55%) Prometheus
3 5 (4.72%) Ansible
4 4 (3.77%) Single Sign-On
5 3 (2.83%) Terraform
6 1 (0.94%) Control-M
6 1 (0.94%) Grafana
6 1 (0.94%) Kiali
Vendors
1 28 (26.42%) Microsoft
2 24 (22.64%) Databricks
3 9 (8.49%) Splunk
4 8 (7.55%) Oracle
5 6 (5.66%) Alteryx
6 5 (4.72%) Google
6 5 (4.72%) SAP
7 3 (2.83%) ServiceNow
8 2 (1.89%) BiZZdesign
8 2 (1.89%) Foundry
8 2 (1.89%) Palantir
8 2 (1.89%) Salesforce
9 1 (0.94%) CheckPoint
9 1 (0.94%) F5
9 1 (0.94%) Fortinet
9 1 (0.94%) IFS
9 1 (0.94%) Infoblox
9 1 (0.94%) Informatica
9 1 (0.94%) Red Hat
9 1 (0.94%) TOWER Software