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

6 months to
31 May 2026
Same period 2025 Same period 2024
Rank 54 60 31
Rank change year-on-year +6 -29 +15
Contract jobs citing Data Modelling 106 29 83
As % of all contract jobs in Yorkshire 3.98% 2.67% 4.95%
As % of the Processes & Methodologies category 4.59% 2.88% 5.82%
Number of daily rates quoted 78 15 60
10th Percentile £363 £359 £406
25th Percentile £416 £363 £450
Median daily rate (50th Percentile) £496 £475 £507
Median % change year-on-year +4.42% -6.31% -10.50%
75th Percentile £550 £606 £604
90th Percentile £699 £677 £625
England median daily rate £525 £525 £550
% change year-on-year - -4.55% -4.35%
Number of hourly rates quoted 2 1 0
Median hourly rate £35.00 £91.69 -
Median % change year-on-year -61.83% - -
England median hourly rate £75.00 £52.50 £45.00
% change year-on-year +42.86% +16.67% +24.14%

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 2,311 1,007 1,426
As % of all contract IT jobs advertised in Yorkshire 86.75% 92.73% 84.98%
Number of daily rates quoted 1,455 619 859
10th Percentile £325 £263 £275
25th Percentile £413 £375 £400
Median daily rate (50th Percentile) £500 £475 £490
Median % change year-on-year +5.26% -3.06% -6.67%
75th Percentile £569 £550 £581
90th Percentile £675 £625 £650
England median daily rate £514 £525 £525
% change year-on-year -2.05% - -4.55%
Number of hourly rates quoted 67 39 69
10th Percentile £14.25 £15.32 £11.30
25th Percentile £17.76 £17.95 £12.15
Median hourly rate £22.81 £21.24 £13.50
Median % change year-on-year +7.39% +57.33% +27.00%
75th Percentile £55.50 £22.14 £20.74
90th Percentile £68.75 £29.06 £53.75
England median hourly rate £47.00 £28.75 £37.50
% change year-on-year +63.48% -23.33% -

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 31 May 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 31 May 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 +1 50 £490 +3.16% 14
South Yorkshire -17 48 £481 +28.33% 3
North Yorkshire - 5 £575 - 2
East Yorkshire - 1 - - 6
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%) SharePoint
3 2 (1.89%) Apache Spark
4 1 (0.94%) Apache
4 1 (0.94%) nginx
4 1 (0.94%) Palantir Foundry
Applications
1 5 (4.72%) Microsoft Excel
2 1 (0.94%) Microsoft Office
2 1 (0.94%) Microsoft PowerPoint
2 1 (0.94%) Microsoft Project
Business Applications
1 1 (0.94%) SAP ERP
1 1 (0.94%) SAP S/4HANA
Cloud Services
1 32 (30.19%) Azure
2 20 (18.87%) Power Platform
3 11 (10.38%) AWS
4 10 (9.43%) Dynamics 365
4 10 (9.43%) OpenShift
5 7 (6.60%) GitHub
6 6 (5.66%) Azure Data Factory
6 6 (5.66%) Azure DevOps
6 6 (5.66%) GCP
7 5 (4.72%) Microsoft Purview
8 3 (2.83%) Azure Logic Apps
8 3 (2.83%) Azure Synapse Analytics
8 3 (2.83%) Snowflake
9 2 (1.89%) Azure Storage
9 2 (1.89%) Microsoft 365
9 2 (1.89%) PowerApps
10 1 (0.94%) Amazon EC2
10 1 (0.94%) Amazon S3
10 1 (0.94%) Amazon SQS
10 1 (0.94%) SaaS
Communications & Networking
1 9 (8.49%) 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 21 (19.81%) Data Warehouse
2 12 (11.32%) Power BI
3 7 (6.60%) Data Lake
3 7 (6.60%) Metadata
4 6 (5.66%) Delta Lake
5 5 (4.72%) Azure SQL Database
5 5 (4.72%) MongoDB
6 3 (2.83%) PostgreSQL
6 3 (2.83%) SQL Server
7 2 (1.89%) Amazon Athena
7 2 (1.89%) Power Query
7 2 (1.89%) PowerPivot
7 2 (1.89%) Tableau
8 1 (0.94%) BigQuery
8 1 (0.94%) Data Vault
8 1 (0.94%) DocumentDB
8 1 (0.94%) DynamoDB
8 1 (0.94%) Electronic Patient Records
8 1 (0.94%) Parquet
8 1 (0.94%) Spark SQL
Development Applications
1 9 (8.49%) Jaeger
1 9 (8.49%) JIRA
2 5 (4.72%) ERwin
3 3 (2.83%) Git
4 1 (0.94%) ER Studio
4 1 (0.94%) Jenkins
4 1 (0.94%) LSMW
4 1 (0.94%) PowerDesigner
General
1 42 (39.62%) Social Skills
2 27 (25.47%) Finance
3 20 (18.87%) Analytical Skills
4 16 (15.09%) Banking
5 11 (10.38%) Public Sector
6 9 (8.49%) Financial Institution
7 8 (7.55%) Documentation Skills
8 5 (4.72%) Telecoms
9 3 (2.83%) Organisational Skills
10 2 (1.89%) Influencing Skills
10 2 (1.89%) Manufacturing
11 1 (0.94%) Advertising
11 1 (0.94%) Digital Healthcare
11 1 (0.94%) Health Technology
11 1 (0.94%) Inclusion and Diversity
11 1 (0.94%) Legal
11 1 (0.94%) Military
11 1 (0.94%) Retail Banking
Job Titles
1 20 (18.87%) Architect
1 20 (18.87%) Data Engineer
2 17 (16.04%) Analyst
3 16 (15.09%) Developer
4 13 (12.26%) Data Architect
5 11 (10.38%) Senior
6 9 (8.49%) Full-Stack Engineer
7 8 (7.55%) Data Modeller
8 7 (6.60%) Data Analyst
8 7 (6.60%) Lead
9 6 (5.66%) Business Analyst
9 6 (5.66%) Dynamics 365 Developer
9 6 (5.66%) Microsoft Developer
9 6 (5.66%) Senior Full-Stack Engineer
10 5 (4.72%) Design Engineer
10 5 (4.72%) Integration Engineer
10 5 (4.72%) Voice Design Engineer
10 5 (4.72%) Voice Engineer
11 4 (3.77%) Cloud Engineer
12 3 (2.83%) Mobile Product Manager
Libraries, Frameworks & Software Standards
1 19 (17.92%) Kafka
2 16 (15.09%) OpenTelemetry
3 12 (11.32%) JSON
4 11 (10.38%) Middleware
5 9 (8.49%) Spring Boot
6 7 (6.60%) Apache Avro
6 7 (6.60%) Protocol Buffers
7 6 (5.66%) PySpark
8 4 (3.77%) FHIR
9 3 (2.83%) REST
9 3 (2.83%) RESTful
9 3 (2.83%) XML
10 2 (1.89%) AngularJS
10 2 (1.89%) FastAPI
10 2 (1.89%) Flask
10 2 (1.89%) OAuth
10 2 (1.89%) OpenID
10 2 (1.89%) Pandas
10 2 (1.89%) SOAP
10 2 (1.89%) STL
Miscellaneous
1 12 (11.32%) Product Ownership
2 10 (9.43%) Data Structures
2 10 (9.43%) Distributed Systems
3 8 (7.55%) Management Information System
4 6 (5.66%) Hybrid Cloud
5 4 (3.77%) NHS
6 3 (2.83%) Data Centre
6 3 (2.83%) Data Protection Act
6 3 (2.83%) Legacy Systems
6 3 (2.83%) Mobile App
7 2 (1.89%) Analytical Mindset
7 2 (1.89%) Cloud Native
7 2 (1.89%) Low-Code
8 1 (0.94%) Data Fabric
8 1 (0.94%) Enterprise Software
8 1 (0.94%) Legacy Applications
8 1 (0.94%) Private Cloud
8 1 (0.94%) Public Cloud
8 1 (0.94%) SWIFT Messaging Network
8 1 (0.94%) Virtual Team
Operating Systems
1 10 (9.43%) Linux
2 1 (0.94%) Red Hat Enterprise Linux
2 1 (0.94%) Unix
2 1 (0.94%) Windows
Processes & Methodologies
1 35 (33.02%) Analytics
2 26 (24.53%) Data Pipeline
3 24 (22.64%) ETL
4 22 (20.75%) DevOps
5 21 (19.81%) Data Governance
5 21 (19.81%) Observability
5 21 (19.81%) Problem-Solving
6 19 (17.92%) Agile
6 19 (17.92%) CI/CD
6 19 (17.92%) Data Architecture
7 18 (16.98%) Technical Leadership
8 16 (15.09%) Microservices
9 15 (14.15%) Business Intelligence
9 15 (14.15%) Data Engineering
9 15 (14.15%) Decision-Making
10 14 (13.21%) Full-Stack Development
10 14 (13.21%) Migration
10 14 (13.21%) Stakeholder Management
11 13 (12.26%) IT Strategy
11 13 (12.26%) Technology Strategy
Programming Languages
1 30 (28.30%) SQL
2 22 (20.75%) Python
3 12 (11.32%) Java
4 9 (8.49%) Rust
5 4 (3.77%) JavaScript
6 3 (2.83%) VBA
7 2 (1.89%) Data Analysis Expressions
8 1 (0.94%) ActionScript
8 1 (0.94%) ActionScript 2.0
8 1 (0.94%) Bicep
8 1 (0.94%) Shell Script
8 1 (0.94%) TypeScript
8 1 (0.94%) X++
Qualifications
1 13 (12.26%) Degree
1 13 (12.26%) Security Cleared
2 9 (8.49%) SC Cleared
3 6 (5.66%) BPSS Clearance
4 1 (0.94%) AWS Certification
4 1 (0.94%) CISM
4 1 (0.94%) CISSP
4 1 (0.94%) TOGAF Certification
Quality Assurance & Compliance
1 7 (6.60%) Data Quality
2 4 (3.77%) HL7
3 2 (1.89%) GDPR
3 2 (1.89%) PMO
4 1 (0.94%) Accessibility
4 1 (0.94%) ISO 20022
System Software
1 13 (12.26%) Docker
2 1 (0.94%) Active Directory
Systems Management
1 20 (18.87%) Kubernetes
2 16 (15.09%) Prometheus
3 9 (8.49%) Grafana
3 9 (8.49%) Kiali
4 5 (4.72%) Ansible
5 4 (3.77%) Single Sign-On
6 3 (2.83%) Terraform
Vendors
1 28 (26.42%) Microsoft
2 18 (16.98%) Databricks
3 17 (16.04%) Splunk
4 8 (7.55%) Oracle
5 3 (2.83%) ServiceNow
6 2 (1.89%) Alteryx
6 2 (1.89%) Google
7 1 (0.94%) BiZZdesign
7 1 (0.94%) CheckPoint
7 1 (0.94%) F5
7 1 (0.94%) Fortinet
7 1 (0.94%) Foundry
7 1 (0.94%) Infoblox
7 1 (0.94%) Infor
7 1 (0.94%) Palantir
7 1 (0.94%) Red Hat
7 1 (0.94%) Salesforce
7 1 (0.94%) SAP
7 1 (0.94%) TOWER Software