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

6 months to
24 May 2026
Same period 2025 Same period 2024
Rank 51 66 31
Rank change year-on-year +15 -35 +17
Contract jobs citing Data Modelling 106 23 84
As % of all contract jobs in Yorkshire 4.09% 2.17% 5.05%
As % of the Processes & Methodologies category 4.72% 2.35% 5.92%
Number of daily rates quoted 78 11 61
10th Percentile £363 - £406
25th Percentile £416 £363 £450
Median daily rate (50th Percentile) £496 £495 £507
Median % change year-on-year +0.20% -2.37% -6.97%
75th Percentile £550 £644 £600
90th Percentile £699 £695 £625
England median daily rate £525 £525 £550
% change year-on-year - -4.55% -4.35%
Number of hourly rates quoted 1 1 0
Median hourly rate £35.00 £91.69 -
Median % change year-on-year -61.83% - -
England median hourly rate £76.80 £52.50 £43.75
% change year-on-year +46.29% +20.00% +20.69%

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 2,246 978 1,418
As % of all contract IT jobs advertised in Yorkshire 86.75% 92.44% 85.27%
Number of daily rates quoted 1,421 606 856
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 £545 £575
90th Percentile £675 £621 £650
England median daily rate £513 £525 £525
% change year-on-year -2.38% - -4.55%
Number of hourly rates quoted 61 35 67
10th Percentile £14.25 £13.46 £11.30
25th Percentile £18.50 £17.71 £12.15
Median hourly rate £22.81 £21.24 £13.50
Median % change year-on-year +7.39% +57.33% +27.00%
75th Percentile £57.25 £22.14 £22.00
90th Percentile £68.75 £27.31 £53.75
England median hourly rate £45.25 £28.48 £36.50
% change year-on-year +58.88% -21.97% -2.14%

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 24 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 24 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 +5 51 £490 -1.01% 24
South Yorkshire -17 48 £481 -6.10% 6
North Yorkshire - 4 £575 - 4
East Yorkshire - 1 - - 7
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 21 (19.81%) Power Platform
3 10 (9.43%) AWS
3 10 (9.43%) OpenShift
4 9 (8.49%) Dynamics 365
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 365
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
10 1 (0.94%) Azure Event Grid
10 1 (0.94%) Azure Service Bus
10 1 (0.94%) dbt
10 1 (0.94%) Fivetran
10 1 (0.94%) GitHub Actions
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 20 (18.87%) Data Warehouse
2 14 (13.21%) 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
6 4 (3.77%) MongoDB
7 3 (2.83%) PostgreSQL
7 3 (2.83%) SQL Server
8 2 (1.89%) Amazon Athena
8 2 (1.89%) Power Query
8 2 (1.89%) PowerPivot
8 2 (1.89%) Tableau
9 1 (0.94%) BigQuery
9 1 (0.94%) Data Vault
9 1 (0.94%) DynamoDB
9 1 (0.94%) Electronic Patient Records
9 1 (0.94%) Parquet
9 1 (0.94%) Relational Database
9 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 40 (37.74%) Social Skills
2 29 (27.36%) Finance
3 21 (19.81%) Analytical Skills
4 17 (16.04%) Banking
5 10 (9.43%) 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
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%) Manufacturing
11 1 (0.94%) Retail Banking
Job Titles
1 20 (18.87%) Architect
1 20 (18.87%) Data Engineer
2 19 (17.92%) Analyst
3 16 (15.09%) Developer
4 13 (12.26%) Data Architect
4 13 (12.26%) Senior
5 9 (8.49%) Business Analyst
5 9 (8.49%) Full-Stack Engineer
6 8 (7.55%) Data Modeller
7 7 (6.60%) Data Analyst
8 6 (5.66%) Dynamics 365 Developer
8 6 (5.66%) Lead
8 6 (5.66%) Microsoft Developer
8 6 (5.66%) Senior Full-Stack Engineer
9 5 (4.72%) Design Engineer
9 5 (4.72%) Integration Engineer
9 5 (4.72%) Voice Design Engineer
9 5 (4.72%) Voice Engineer
10 4 (3.77%) Cloud Engineer
11 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%) Legacy Systems
5 4 (3.77%) NHS
6 3 (2.83%) Data Centre
6 3 (2.83%) Data Protection Act
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 34 (32.08%) Analytics
2 26 (24.53%) Data Pipeline
3 24 (22.64%) ETL
4 23 (21.70%) Data Governance
5 22 (20.75%) DevOps
6 21 (19.81%) Agile
6 21 (19.81%) Observability
6 21 (19.81%) Problem-Solving
7 19 (17.92%) CI/CD
7 19 (17.92%) Data Architecture
8 17 (16.04%) Business Intelligence
8 17 (16.04%) Technical Leadership
9 16 (15.09%) Decision-Making
9 16 (15.09%) Microservices
10 15 (14.15%) Data Engineering
10 15 (14.15%) Migration
11 14 (13.21%) Full-Stack Development
11 14 (13.21%) Stakeholder Management
12 13 (12.26%) IT Strategy
12 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 15 (14.15%) Degree
2 12 (11.32%) Security Cleared
3 9 (8.49%) SC Cleared
4 6 (5.66%) BPSS Clearance
5 1 (0.94%) AWS Certification
5 1 (0.94%) CISM
5 1 (0.94%) CISSP
5 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%) 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 27 (25.47%) 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%) SAP
7 1 (0.94%) TOWER Software