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

6 months to
13 May 2026
Same period 2025 Same period 2024
Rank 54 63 37
Rank change year-on-year +9 -26 +13
Contract jobs citing Data Modelling 97 27 71
As % of all contract jobs in Yorkshire 3.96% 2.62% 4.27%
As % of the Processes & Methodologies category 4.57% 2.84% 4.95%
Number of daily rates quoted 71 14 50
10th Percentile £363 £336 £406
25th Percentile £425 £363 £450
Median daily rate (50th Percentile) £481 £460 £552
Median % change year-on-year +4.62% -16.67% +5.14%
75th Percentile £550 £647 £615
90th Percentile £620 £682 £730
England median daily rate £525 £525 £550
% change year-on-year - -4.55% -4.35%
Number of hourly rates quoted 0 3 0
Median hourly rate - £102.00 -
England median hourly rate £79.00 £52.50 £46.75
% change year-on-year +50.48% +12.30% +5.35%

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 2,123 952 1,433
As % of all contract IT jobs advertised in Yorkshire 86.69% 92.34% 86.17%
Number of daily rates quoted 1,354 584 854
10th Percentile £318 £259 £275
25th Percentile £411 £375 £400
Median daily rate (50th Percentile) £488 £475 £490
Median % change year-on-year +2.63% -3.06% -6.67%
75th Percentile £565 £550 £583
90th Percentile £666 £625 £650
England median daily rate £513 £525 £525
% change year-on-year -2.38% - -4.55%
Number of hourly rates quoted 57 37 66
10th Percentile £14.25 £14.39 £11.30
25th Percentile £16.97 £17.25 £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 £34.27 £53.75
England median hourly rate £47.00 £29.02 £36.50
% change year-on-year +61.96% -20.49% -2.25%

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 13 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 13 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
South Yorkshire -8 51 £481 -25.96% 5
West Yorkshire -1 40 £480 -3.03% 33
North Yorkshire -1 4 £575 +91.35% 3
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 (8.25%) Confluence
2 4 (4.12%) SharePoint
3 2 (2.06%) Apache Spark
4 1 (1.03%) Apache
4 1 (1.03%) nginx
Applications
1 6 (6.19%) Microsoft Excel
2 1 (1.03%) Microsoft Office
2 1 (1.03%) Microsoft PowerPoint
2 1 (1.03%) Microsoft Project
Business Applications
1 1 (1.03%) Dynamics CRM
1 1 (1.03%) NetSuite
1 1 (1.03%) SAP ERP
1 1 (1.03%) SAP S/4HANA
Cloud Services
1 28 (28.87%) Azure
2 19 (19.59%) Power Platform
3 10 (10.31%) OpenShift
4 9 (9.28%) AWS
5 7 (7.22%) Azure Data Factory
5 7 (7.22%) Dynamics 365
5 7 (7.22%) GitHub
6 6 (6.19%) Azure DevOps
6 6 (6.19%) GCP
7 5 (5.15%) Microsoft 365
8 4 (4.12%) Azure Logic Apps
9 3 (3.09%) Azure Synapse Analytics
9 3 (3.09%) Microsoft Purview
9 3 (3.09%) Snowflake
10 2 (2.06%) Azure Storage
11 1 (1.03%) Azure Event Grid
11 1 (1.03%) Azure Service Bus
11 1 (1.03%) dbt
11 1 (1.03%) Fivetran
11 1 (1.03%) PowerApps
Communications & Networking
1 9 (9.28%) Firewall
2 1 (1.03%) BIG-IP
2 1 (1.03%) DHCP
2 1 (1.03%) DNS
2 1 (1.03%) Network Security
2 1 (1.03%) TCP/IP
Database & Business Intelligence
1 18 (18.56%) Data Warehouse
2 15 (15.46%) Power BI
3 7 (7.22%) Data Lake
4 6 (6.19%) Delta Lake
5 5 (5.15%) Azure SQL Database
5 5 (5.15%) Metadata
6 4 (4.12%) Power Query
6 4 (4.12%) PowerPivot
7 3 (3.09%) MongoDB
7 3 (3.09%) PostgreSQL
7 3 (3.09%) SQL Server
8 2 (2.06%) Amazon Athena
8 2 (2.06%) Tableau
9 1 (1.03%) Data Vault
9 1 (1.03%) DynamoDB
9 1 (1.03%) Electronic Patient Records
9 1 (1.03%) Hadoop
9 1 (1.03%) Parquet
9 1 (1.03%) Relational Database
9 1 (1.03%) SAP Data Services
Development Applications
1 9 (9.28%) Jaeger
1 9 (9.28%) JIRA
2 5 (5.15%) ERwin
3 3 (3.09%) Git
4 1 (1.03%) ER Studio
4 1 (1.03%) Jenkins
4 1 (1.03%) LSMW
4 1 (1.03%) PowerDesigner
General
1 40 (41.24%) Social Skills
2 29 (29.90%) Finance
3 22 (22.68%) Analytical Skills
4 17 (17.53%) Banking
5 9 (9.28%) Financial Institution
6 8 (8.25%) Documentation Skills
6 8 (8.25%) Public Sector
7 5 (5.15%) Telecoms
8 3 (3.09%) Organisational Skills
9 2 (2.06%) Influencing Skills
10 1 (1.03%) Advertising
10 1 (1.03%) Digital Healthcare
10 1 (1.03%) Health Technology
10 1 (1.03%) Inclusion and Diversity
10 1 (1.03%) Retail Banking
Job Titles
1 20 (20.62%) Analyst
1 20 (20.62%) Data Engineer
2 14 (14.43%) Architect
3 13 (13.40%) Developer
3 13 (13.40%) Senior
4 9 (9.28%) Business Analyst
4 9 (9.28%) Full-Stack Engineer
5 8 (8.25%) Data Modeller
6 7 (7.22%) Data Analyst
6 7 (7.22%) Data Architect
7 6 (6.19%) Lead
7 6 (6.19%) Senior Full-Stack Engineer
8 5 (5.15%) Design Engineer
8 5 (5.15%) Integration Engineer
8 5 (5.15%) Voice Design Engineer
8 5 (5.15%) Voice Engineer
9 4 (4.12%) Cloud Engineer
9 4 (4.12%) PMO Analyst
9 4 (4.12%) Strategy Analyst
10 3 (3.09%) Microsoft Developer
Libraries, Frameworks & Software Standards
1 19 (19.59%) Kafka
2 16 (16.49%) OpenTelemetry
3 12 (12.37%) JSON
4 10 (10.31%) Middleware
5 9 (9.28%) Spring Boot
6 7 (7.22%) Apache Avro
6 7 (7.22%) Protocol Buffers
7 6 (6.19%) PySpark
8 3 (3.09%) FHIR
8 3 (3.09%) REST
8 3 (3.09%) RESTful
9 2 (2.06%) AngularJS
9 2 (2.06%) Flask
9 2 (2.06%) OAuth
9 2 (2.06%) OpenID
9 2 (2.06%) Pandas
9 2 (2.06%) React
9 2 (2.06%) SOAP
9 2 (2.06%) STL
9 2 (2.06%) XML
Miscellaneous
1 12 (12.37%) Product Ownership
2 10 (10.31%) Distributed Systems
3 9 (9.28%) Data Structures
4 8 (8.25%) Management Information System
5 6 (6.19%) Hybrid Cloud
6 5 (5.15%) Data Centre
7 3 (3.09%) Data Protection Act
7 3 (3.09%) Legacy Systems
7 3 (3.09%) Mobile App
7 3 (3.09%) NHS
8 2 (2.06%) Analytical Mindset
8 2 (2.06%) Cloud Native
8 2 (2.06%) Low-Code
9 1 (1.03%) CMDB
9 1 (1.03%) Data Fabric
9 1 (1.03%) Enterprise Software
9 1 (1.03%) Legacy Applications
9 1 (1.03%) Public Cloud
9 1 (1.03%) SCADA
9 1 (1.03%) Virtual Team
Operating Systems
1 10 (10.31%) Linux
2 1 (1.03%) Red Hat Enterprise Linux
2 1 (1.03%) Unix
2 1 (1.03%) Windows
Processes & Methodologies
1 35 (36.08%) Analytics
2 26 (26.80%) Data Pipeline
3 24 (24.74%) ETL
4 23 (23.71%) Problem-Solving
5 21 (21.65%) Agile
5 21 (21.65%) DevOps
5 21 (21.65%) Observability
6 20 (20.62%) Data Governance
7 18 (18.56%) Business Intelligence
7 18 (18.56%) CI/CD
8 17 (17.53%) Stakeholder Management
9 16 (16.49%) Decision-Making
9 16 (16.49%) Microservices
10 15 (15.46%) Data Engineering
11 14 (14.43%) Data Architecture
11 14 (14.43%) Full-Stack Development
11 14 (14.43%) Technical Leadership
12 13 (13.40%) GAP Analysis
12 13 (13.40%) Migration
12 13 (13.40%) Technology Strategy
Programming Languages
1 31 (31.96%) SQL
2 24 (24.74%) Python
3 12 (12.37%) Java
4 9 (9.28%) Rust
5 5 (5.15%) VBA
6 4 (4.12%) JavaScript
7 1 (1.03%) ActionScript
7 1 (1.03%) ActionScript 2.0
7 1 (1.03%) Bicep
7 1 (1.03%) Data Analysis Expressions
7 1 (1.03%) Shell Script
7 1 (1.03%) TypeScript
7 1 (1.03%) X++
Qualifications
1 15 (15.46%) Degree
2 6 (6.19%) BPSS Clearance
2 6 (6.19%) Security Cleared
3 3 (3.09%) SC Cleared
4 1 (1.03%) CISM
4 1 (1.03%) CISSP
4 1 (1.03%) TOGAF Certification
Quality Assurance & Compliance
1 6 (6.19%) Data Quality
2 4 (4.12%) PMO
3 3 (3.09%) HL7
4 2 (2.06%) GDPR
System Software
1 13 (13.40%) Docker
2 1 (1.03%) Active Directory
Systems Management
1 20 (20.62%) Kubernetes
2 16 (16.49%) Prometheus
3 9 (9.28%) Grafana
3 9 (9.28%) Kiali
4 5 (5.15%) Ansible
5 4 (4.12%) Single Sign-On
6 3 (3.09%) Terraform
Vendors
1 24 (24.74%) Microsoft
2 17 (17.53%) Splunk
3 13 (13.40%) Databricks
4 9 (9.28%) Oracle
5 3 (3.09%) ServiceNow
6 2 (2.06%) Alteryx
6 2 (2.06%) Google
7 1 (1.03%) BiZZdesign
7 1 (1.03%) CheckPoint
7 1 (1.03%) F5
7 1 (1.03%) Fortinet
7 1 (1.03%) Infoblox
7 1 (1.03%) Infor
7 1 (1.03%) Red Hat
7 1 (1.03%) SAP
7 1 (1.03%) TOWER Software