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

6 months to
5 Jul 2026
Same period 2025 Same period 2024
Rank 66 65 29
Rank change year-on-year -1 -36 +14
Contract jobs citing Data Modelling 97 37 102
As % of all contract jobs in Yorkshire 3.48% 2.82% 5.95%
As % of the Processes & Methodologies category 4.03% 3.04% 7.07%
Number of daily rates quoted 69 21 69
10th Percentile £363 £325 £420
25th Percentile £413 £363 £450
Median daily rate (50th Percentile) £510 £475 £507
Median % change year-on-year +7.37% -6.31% -15.50%
75th Percentile £563 £575 £568
90th Percentile £698 £688 £625
England median daily rate £525 £538 £550
% change year-on-year -2.33% -2.27% -6.38%
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 £69.22 £48.00 £42.50
% change year-on-year +44.21% +12.94% -20.93%

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 2,404 1,216 1,442
As % of all contract IT jobs advertised in Yorkshire 86.23% 92.54% 84.13%
Number of daily rates quoted 1,469 749 870
10th Percentile £325 £263 £281
25th Percentile £413 £381 £400
Median daily rate (50th Percentile) £500 £475 £500
Median % change year-on-year +5.26% -5.00% -4.76%
75th Percentile £575 £550 £575
90th Percentile £675 £625 £650
England median daily rate £523 £515 £525
% change year-on-year +1.55% -1.90% -4.55%
Number of hourly rates quoted 80 54 68
10th Percentile £15.00 £15.38 £11.62
25th Percentile £16.91 £18.39 £12.15
Median hourly rate £22.81 £22.14 £13.37
Median % change year-on-year +3.03% +65.66% -1.58%
75th Percentile £35.00 £25.15 £21.50
90th Percentile £68.75 £32.99 £53.75
England median hourly rate £47.00 £25.15 £38.12
% change year-on-year +86.88% -34.02% +1.65%

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 5 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 5 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 -1 51 £490 +1.03% 12
South Yorkshire -16 36 £515 +37.33% 5
North Yorkshire - 6 £550 - 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 (8.25%) Confluence
2 2 (2.06%) Apache Spark
2 2 (2.06%) Palantir Foundry
3 1 (1.03%) Apache
3 1 (1.03%) nginx
3 1 (1.03%) SharePoint
Applications
1 3 (3.09%) Microsoft Excel
2 1 (1.03%) Microsoft Office
2 1 (1.03%) Microsoft PowerPoint
Business Applications
1 1 (1.03%) SAP ERP
1 1 (1.03%) SAP S/4HANA
Cloud Services
1 30 (30.93%) Azure
2 23 (23.71%) Power Platform
3 13 (13.40%) AWS
4 11 (11.34%) Dynamics 365
5 10 (10.31%) OpenShift
6 7 (7.22%) GitHub
7 6 (6.19%) Azure Data Factory
7 6 (6.19%) GCP
8 5 (5.15%) Azure DevOps
8 5 (5.15%) Microsoft Purview
9 3 (3.09%) Azure Logic Apps
9 3 (3.09%) Azure Synapse Analytics
9 3 (3.09%) PowerApps
9 3 (3.09%) Snowflake
10 2 (2.06%) Amazon CloudWatch
10 2 (2.06%) Amazon S3
10 2 (2.06%) Azure Storage
10 2 (2.06%) Microsoft 365
10 2 (2.06%) Power Automate
11 1 (1.03%) SaaS
Communications & Networking
1 4 (4.12%) 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 23 (23.71%) Data Warehouse
2 14 (14.43%) Power BI
3 7 (7.22%) Data Lake
3 7 (7.22%) Metadata
4 6 (6.19%) Delta Lake
5 5 (5.15%) Azure SQL Database
5 5 (5.15%) MongoDB
6 4 (4.12%) SQL Server
7 3 (3.09%) PostgreSQL
7 3 (3.09%) Tableau
8 2 (2.06%) Amazon Athena
8 2 (2.06%) Relational Database
9 1 (1.03%) BigQuery
9 1 (1.03%) Data Vault
9 1 (1.03%) DocumentDB
9 1 (1.03%) Electronic Patient Records
9 1 (1.03%) Enterprise Data Warehouse
9 1 (1.03%) Parquet
9 1 (1.03%) Semantic Layer
9 1 (1.03%) Spark SQL
Development Applications
1 8 (8.25%) JIRA
2 5 (5.15%) ERwin
3 3 (3.09%) Git
3 3 (3.09%) Jaeger
4 1 (1.03%) ER Studio
4 1 (1.03%) Jenkins
4 1 (1.03%) LSMW
4 1 (1.03%) PowerDesigner
4 1 (1.03%) Team Foundation Server
General
1 33 (34.02%) Social Skills
2 22 (22.68%) Finance
3 12 (12.37%) Analytical Skills
4 11 (11.34%) Public Sector
5 10 (10.31%) Banking
6 8 (8.25%) Documentation Skills
7 5 (5.15%) Manufacturing
8 4 (4.12%) Financial Institution
9 3 (3.09%) Organisational Skills
10 2 (2.06%) Influencing Skills
10 2 (2.06%) Military
11 1 (1.03%) Advertising
11 1 (1.03%) Inclusion and Diversity
11 1 (1.03%) Legal
11 1 (1.03%) Private Banking
11 1 (1.03%) Retail Banking
Job Titles
1 22 (22.68%) Architect
2 20 (20.62%) Data Engineer
3 19 (19.59%) Analyst
4 16 (16.49%) Developer
5 14 (14.43%) Data Architect
6 8 (8.25%) Data Modeller
6 8 (8.25%) Lead
7 7 (7.22%) Business Analyst
7 7 (7.22%) Data Analyst
7 7 (7.22%) Senior
8 6 (6.19%) Dynamics 365 Developer
8 6 (6.19%) Microsoft Developer
9 5 (5.15%) Business Intelligence Analyst
9 5 (5.15%) Financial Analyst
9 5 (5.15%) Report Analyst
10 3 (3.09%) Product Manager
10 3 (3.09%) ServiceNow Developer
10 3 (3.09%) Solutions Architect
10 3 (3.09%) SQL Developer
10 3 (3.09%) Technical Architect
Libraries, Frameworks & Software Standards
1 13 (13.40%) Kafka
2 12 (12.37%) JSON
3 10 (10.31%) OpenTelemetry
4 7 (7.22%) Apache Avro
4 7 (7.22%) Protocol Buffers
4 7 (7.22%) PySpark
5 5 (5.15%) Middleware
6 4 (4.12%) REST
7 3 (3.09%) FHIR
7 3 (3.09%) Spring Boot
7 3 (3.09%) XML
8 2 (2.06%) FastAPI
8 2 (2.06%) Flask
8 2 (2.06%) OAuth
8 2 (2.06%) OpenID
8 2 (2.06%) Pandas
8 2 (2.06%) React
8 2 (2.06%) RESTful
8 2 (2.06%) SOAP
8 2 (2.06%) STL
Miscellaneous
1 12 (12.37%) Data Structures
2 7 (7.22%) Product Ownership
3 6 (6.19%) Hybrid Cloud
4 4 (4.12%) Distributed Systems
5 3 (3.09%) Data Protection Act
5 3 (3.09%) Legacy Systems
5 3 (3.09%) Mobile App
5 3 (3.09%) NHS
6 2 (2.06%) Analytical Mindset
6 2 (2.06%) Cloud Native
6 2 (2.06%) Low-Code
6 2 (2.06%) Management Information System
7 1 (1.03%) Data Centre
7 1 (1.03%) Data Fabric
7 1 (1.03%) Legacy Applications
7 1 (1.03%) Onboarding
7 1 (1.03%) Private Cloud
7 1 (1.03%) Public Cloud
7 1 (1.03%) SCADA
7 1 (1.03%) Virtual Team
Operating Systems
1 5 (5.15%) Linux
2 1 (1.03%) Red Hat Enterprise Linux
2 1 (1.03%) Unix
2 1 (1.03%) Windows
Processes & Methodologies
1 37 (38.14%) Analytics
2 27 (27.84%) Data Pipeline
3 26 (26.80%) ETL
4 21 (21.65%) Data Governance
5 18 (18.56%) Business Intelligence
6 17 (17.53%) DevOps
7 16 (16.49%) CI/CD
7 16 (16.49%) Migration
8 15 (15.46%) Data Architecture
8 15 (15.46%) Observability
9 14 (14.43%) Data Engineering
10 13 (13.40%) Agile
10 13 (13.40%) Technical Leadership
11 12 (12.37%) Dashboard Development
11 12 (12.37%) Decision-Making
11 12 (12.37%) Logical Data Model
11 12 (12.37%) Validation
12 11 (11.34%) Problem-Solving
13 10 (10.31%) Actionable Insight
13 10 (10.31%) Site Reliability Engineering
Programming Languages
1 27 (27.84%) SQL
2 20 (20.62%) Python
3 5 (5.15%) Java
4 3 (3.09%) Data Analysis Expressions
4 3 (3.09%) JavaScript
4 3 (3.09%) Rust
5 1 (1.03%) Bicep
5 1 (1.03%) Shell Script
5 1 (1.03%) TypeScript
5 1 (1.03%) VBA
5 1 (1.03%) X++
Qualifications
1 16 (16.49%) Security Cleared
2 11 (11.34%) SC Cleared
3 7 (7.22%) Degree
4 2 (2.06%) AWS Certification
4 2 (2.06%) BPSS Clearance
5 1 (1.03%) AWS Certified Solutions Architect
5 1 (1.03%) CISM
5 1 (1.03%) CISSP
5 1 (1.03%) TOGAF Certification
Quality Assurance & Compliance
1 10 (10.31%) Data Quality
2 3 (3.09%) HL7
3 2 (2.06%) Accessibility
4 1 (1.03%) GDPR
4 1 (1.03%) ISO 20022
4 1 (1.03%) SNOMED CT
System Software
1 6 (6.19%) Docker
2 1 (1.03%) Active Directory
Systems Management
1 13 (13.40%) Kubernetes
2 10 (10.31%) Prometheus
3 5 (5.15%) Ansible
4 4 (4.12%) Single Sign-On
5 3 (3.09%) Grafana
5 3 (3.09%) Kiali
5 3 (3.09%) Terraform
Vendors
1 28 (28.87%) Microsoft
2 19 (19.59%) Databricks
3 11 (11.34%) Splunk
4 7 (7.22%) Oracle
5 3 (3.09%) Alteryx
5 3 (3.09%) Google
5 3 (3.09%) ServiceNow
6 2 (2.06%) BiZZdesign
6 2 (2.06%) Foundry
6 2 (2.06%) Palantir
6 2 (2.06%) Salesforce
6 2 (2.06%) SAP
7 1 (1.03%) CheckPoint
7 1 (1.03%) F5
7 1 (1.03%) Fortinet
7 1 (1.03%) IFS
7 1 (1.03%) Infoblox
7 1 (1.03%) Red Hat
7 1 (1.03%) TOWER Software