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 3 April 2026, with comparisons to the same periods in the previous two years.

6 months to
3 Apr 2026
Same period 2025 Same period 2024
Rank 50 54 42
Rank change year-on-year +4 -12 +20
Contract jobs citing Data Modelling 102 29 60
As % of all contract jobs in Yorkshire 4.48% 3.07% 3.52%
As % of the Processes & Methodologies category 5.04% 3.33% 4.09%
Number of daily rates quoted 74 15 45
10th Percentile £359 £340 £414
25th Percentile £438 £363 £450
Median daily rate (50th Percentile) £500 £550 £501
Median % change year-on-year -9.09% +9.89% -8.17%
75th Percentile £550 £650 £615
90th Percentile £646 £695 £769
England median daily rate £525 £538 £550
% change year-on-year -2.33% -2.27% -4.35%
Number of hourly rates quoted 0 5 0
Median hourly rate - £91.69 -
England median hourly rate £73.12 £54.00 £46.18
% change year-on-year +35.41% +16.93% -23.67%

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 2,025 871 1,467
As % of all contract IT jobs advertised in Yorkshire 88.85% 92.27% 85.99%
Number of daily rates quoted 1,336 546 874
10th Percentile £313 £263 £250
25th Percentile £405 £367 £380
Median daily rate (50th Percentile) £488 £475 £475
Median % change year-on-year +2.63% - -9.52%
75th Percentile £551 £561 £575
90th Percentile £641 £638 £675
England median daily rate £505 £525 £525
% change year-on-year -3.81% - -4.55%
Number of hourly rates quoted 54 35 59
10th Percentile £14.25 £13.05 £11.26
25th Percentile £15.25 £17.08 £12.15
Median hourly rate £23.19 £21.24 £13.50
Median % change year-on-year +9.19% +57.33% +27.00%
75th Percentile £57.25 £28.75 £21.35
90th Percentile £68.75 £74.59 £53.75
England median hourly rate £37.50 £32.50 £32.50
% change year-on-year +15.38% - -13.33%

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 3 April 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 3 April 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
South Yorkshire -9 56 £475 -26.92% 11
West Yorkshire -5 40 £510 -2.39% 34
North Yorkshire -7 4 £575 +91.35% 4
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 6 (5.88%) Confluence
2 4 (3.92%) Apache Spark
2 4 (3.92%) SharePoint
3 1 (0.98%) Apache
3 1 (0.98%) nginx
Applications
1 10 (9.80%) Microsoft Excel
2 5 (4.90%) Chatbot
3 1 (0.98%) Microsoft Office
3 1 (0.98%) Microsoft PowerPoint
3 1 (0.98%) Microsoft Project
Business Applications
1 5 (4.90%) SAP S/4HANA
2 3 (2.94%) Dynamics CRM
2 3 (2.94%) SAP ERP
3 1 (0.98%) NetSuite
3 1 (0.98%) SAP Retail
Cloud Services
1 25 (24.51%) Azure
2 20 (19.61%) Power Platform
3 12 (11.76%) GitHub
4 10 (9.80%) AWS
4 10 (9.80%) OpenShift
5 8 (7.84%) Azure Data Factory
6 6 (5.88%) Dynamics 365
7 5 (4.90%) Microsoft 365
8 4 (3.92%) Azure DevOps
8 4 (3.92%) Azure Logic Apps
8 4 (3.92%) Azure Synapse Analytics
8 4 (3.92%) GCP
9 3 (2.94%) Amazon S3
9 3 (2.94%) Snowflake
10 2 (1.96%) AWS Lambda
10 2 (1.96%) Azure API Management
10 2 (1.96%) Azure Storage
10 2 (1.96%) Microsoft Purview
10 2 (1.96%) Power Automate
10 2 (1.96%) Serverless
Communications & Networking
1 9 (8.82%) Firewall
2 4 (3.92%) Internet
3 1 (0.98%) BIG-IP
3 1 (0.98%) DHCP
3 1 (0.98%) DNS
3 1 (0.98%) Network Security
3 1 (0.98%) TCP/IP
Database & Business Intelligence
1 19 (18.63%) Power BI
2 15 (14.71%) Data Warehouse
3 9 (8.82%) PostgreSQL
4 8 (7.84%) Data Lake
4 8 (7.84%) NoSQL
4 8 (7.84%) Power Query
4 8 (7.84%) PowerPivot
5 7 (6.86%) Relational Database
6 6 (5.88%) MySQL
6 6 (5.88%) RDBMS
7 5 (4.90%) Azure SQL Database
7 5 (4.90%) MongoDB
8 4 (3.92%) Delta Lake
8 4 (3.92%) Metadata
9 3 (2.94%) SQL Server
10 2 (1.96%) Amazon Athena
10 2 (1.96%) Amazon Redshift
10 2 (1.96%) GIS
10 2 (1.96%) SAP BW
10 2 (1.96%) SAP HANA
Development Applications
1 9 (8.82%) Jaeger
2 7 (6.86%) Jenkins
2 7 (6.86%) JIRA
3 6 (5.88%) ERwin
3 6 (5.88%) PyCharm
4 2 (1.96%) Git
5 1 (0.98%) ER Studio
5 1 (0.98%) LSMW
5 1 (0.98%) PowerDesigner
General
1 48 (47.06%) Social Skills
2 34 (33.33%) Finance
3 26 (25.49%) Analytical Skills
4 24 (23.53%) Banking
5 12 (11.76%) Public Sector
6 9 (8.82%) Financial Institution
7 7 (6.86%) Documentation Skills
8 5 (4.90%) Telecoms
9 3 (2.94%) Health Technology
10 2 (1.96%) Organisational Skills
10 2 (1.96%) Retail
11 1 (0.98%) Advertising
11 1 (0.98%) Digital Healthcare
11 1 (0.98%) Inclusion and Diversity
11 1 (0.98%) Influencing Skills
11 1 (0.98%) Retail Banking
Job Titles
1 22 (21.57%) Analyst
2 20 (19.61%) Data Engineer
3 17 (16.67%) Architect
4 12 (11.76%) Senior
5 10 (9.80%) Business Analyst
6 9 (8.82%) Full-Stack Engineer
7 8 (7.84%) Data Analyst
7 8 (7.84%) Data Architect
7 8 (7.84%) Strategy Analyst
8 6 (5.88%) Developer
8 6 (5.88%) Senior Full-Stack Engineer
9 5 (4.90%) Artificial Intelligence Engineer
9 5 (4.90%) Data Modeller
9 5 (4.90%) Design Engineer
9 5 (4.90%) Integration Engineer
9 5 (4.90%) Lead
9 5 (4.90%) Voice Design Engineer
9 5 (4.90%) Voice Engineer
10 4 (3.92%) Cloud Engineer
10 4 (3.92%) PMO Analyst
Libraries, Frameworks & Software Standards
1 19 (18.63%) Kafka
2 16 (15.69%) OpenTelemetry
3 11 (10.78%) JSON
4 9 (8.82%) Middleware
4 9 (8.82%) Spring Boot
5 7 (6.86%) Apache Avro
5 7 (6.86%) Pandas
5 7 (6.86%) Protocol Buffers
6 6 (5.88%) FHIR
6 6 (5.88%) NumPy
6 6 (5.88%) TensorFlow
7 4 (3.92%) PySpark
8 2 (1.96%) REST
8 2 (1.96%) RESTful
9 1 (0.98%) .NET
9 1 (0.98%) EDIFACT
9 1 (0.98%) OAuth
9 1 (0.98%) OpenID
9 1 (0.98%) SOAP
9 1 (0.98%) Visualforce
Miscellaneous
1 11 (10.78%) Product Ownership
2 10 (9.80%) Distributed Systems
3 8 (7.84%) Management Information System
4 7 (6.86%) Data Structures
5 6 (5.88%) Hybrid Cloud
5 6 (5.88%) NHS
6 5 (4.90%) Algorithms
6 5 (4.90%) Cloud Native
7 4 (3.92%) Clustering
7 4 (3.92%) Data Centre
7 4 (3.92%) Online Banking
8 3 (2.94%) Data Protection Act
8 3 (2.94%) Legacy Systems
9 2 (1.96%) Analytical Mindset
9 2 (1.96%) Low-Code
9 2 (1.96%) Mobile App
9 2 (1.96%) Reference Data
10 1 (0.98%) Enterprise Software
10 1 (0.98%) Private Cloud
10 1 (0.98%) Public Cloud
Operating Systems
1 9 (8.82%) Linux
2 1 (0.98%) Red Hat Enterprise Linux
Processes & Methodologies
1 37 (36.27%) Analytics
2 27 (26.47%) Problem-Solving
3 26 (25.49%) Agile
3 26 (25.49%) Data Governance
4 24 (23.53%) Data Pipeline
4 24 (23.53%) ETL
5 23 (22.55%) Business Intelligence
5 23 (22.55%) DevOps
6 20 (19.61%) Decision-Making
6 20 (19.61%) Microservices
6 20 (19.61%) Observability
6 20 (19.61%) Stakeholder Management
7 17 (16.67%) CI/CD
7 17 (16.67%) Data Architecture
7 17 (16.67%) Data Engineering
8 15 (14.71%) Computer Science
9 14 (13.73%) Dashboard Development
9 14 (13.73%) GAP Analysis
10 13 (12.75%) IT Strategy
10 13 (12.75%) Technology Strategy
Programming Languages
1 37 (36.27%) SQL
2 34 (33.33%) Python
3 12 (11.76%) Java
4 9 (8.82%) Rust
4 9 (8.82%) VBA
5 3 (2.94%) JavaScript
6 1 (0.98%) ActionScript
6 1 (0.98%) ActionScript 2.0
6 1 (0.98%) Apex Code
6 1 (0.98%) Data Analysis Expressions
6 1 (0.98%) Shell Script
6 1 (0.98%) SOQL
6 1 (0.98%) TypeScript
6 1 (0.98%) X++
Qualifications
1 21 (20.59%) Degree
2 8 (7.84%) Security Cleared
3 6 (5.88%) BPSS Clearance
4 3 (2.94%) SC Cleared
5 1 (0.98%) CISM
5 1 (0.98%) CISSP
5 1 (0.98%) Computer Science Degree
5 1 (0.98%) SAP Certification
5 1 (0.98%) TOGAF Certification
Quality Assurance & Compliance
1 8 (7.84%) Data Quality
2 4 (3.92%) HL7
2 4 (3.92%) PMO
3 2 (1.96%) GDPR
System Software
1 13 (12.75%) Docker
2 1 (0.98%) Active Directory
Systems Management
1 20 (19.61%) Kubernetes
2 16 (15.69%) Prometheus
3 9 (8.82%) Grafana
3 9 (8.82%) Kiali
4 4 (3.92%) Ansible
4 4 (3.92%) Terraform
5 3 (2.94%) Single Sign-On
Vendors
1 20 (19.61%) Microsoft
2 17 (16.67%) Splunk
3 13 (12.75%) Databricks
4 6 (5.88%) Oracle
5 5 (4.90%) SAP
6 2 (1.96%) Brio
6 2 (1.96%) ESRI
7 1 (0.98%) Alteryx
7 1 (0.98%) BiZZdesign
7 1 (0.98%) CheckPoint
7 1 (0.98%) F5
7 1 (0.98%) Fortinet
7 1 (0.98%) Google
7 1 (0.98%) Infoblox
7 1 (0.98%) Infor
7 1 (0.98%) Red Hat
7 1 (0.98%) Salesforce
7 1 (0.98%) ServiceNow
7 1 (0.98%) TOWER Software