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

6 months to
27 Jul 2026
Same period 2025 Same period 2024
Rank 60 69 29
Rank change year-on-year +9 -40 +20
Contract jobs citing Data Modelling 105 40 94
As % of all contract jobs in Yorkshire 3.70% 2.76% 5.85%
As % of the Processes & Methodologies category 4.35% 3.00% 7.02%
Number of daily rates quoted 77 25 65
10th Percentile £363 £333 £418
25th Percentile £413 £363 £450
Median daily rate (50th Percentile) £475 £475 £507
Median % change year-on-year - -6.31% -15.50%
75th Percentile £550 £538 £560
90th Percentile £688 £673 £625
England median daily rate £523 £529 £550
% change year-on-year -1.28% -3.77% -5.58%
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 £70.00 £48.00 £40.33
% change year-on-year +45.83% +19.03% -23.19%

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 2,414 1,335 1,339
As % of all contract IT jobs advertised in Yorkshire 84.97% 92.13% 83.32%
Number of daily rates quoted 1,470 833 821
10th Percentile £325 £263 £300
25th Percentile £413 £375 £404
Median daily rate (50th Percentile) £500 £475 £500
Median % change year-on-year +5.26% -5.00% -4.76%
75th Percentile £575 £550 £580
90th Percentile £675 £624 £650
England median daily rate £525 £513 £525
% change year-on-year +2.44% -2.38% -4.55%
Number of hourly rates quoted 77 62 52
10th Percentile £15.15 £16.28 -
25th Percentile £17.01 £18.16 £12.15
Median hourly rate £22.81 £22.14 £13.50
Median % change year-on-year +3.03% +64.00% -32.31%
75th Percentile £35.00 £25.15 £21.63
90th Percentile £68.75 £30.14 £33.75
England median hourly rate £47.00 £25.15 £40.33
% change year-on-year +86.88% -37.63% -5.12%

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 27 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 27 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 +5 59 £450 -9.09% 22
South Yorkshire -6 35 £515 +37.33% 4
North Yorkshire - 7 £525 - 1
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 (7.62%) Confluence
2 3 (2.86%) Apache Spark
3 2 (1.90%) Apache
3 2 (1.90%) Palantir Foundry
4 1 (0.95%) nginx
4 1 (0.95%) SAS
4 1 (0.95%) SharePoint
Applications
1 2 (1.90%) Microsoft Excel
Business Applications
1 1 (0.95%) SAP ERP
1 1 (0.95%) SAP S/4HANA
Cloud Services
1 35 (33.33%) Azure
2 30 (28.57%) Power Platform
3 13 (12.38%) AWS
4 11 (10.48%) Dynamics 365
5 10 (9.52%) OpenShift
6 8 (7.62%) GCP
7 7 (6.67%) GitHub
8 6 (5.71%) Azure Data Factory
9 5 (4.76%) Azure Synapse Analytics
9 5 (4.76%) Microsoft Purview
10 4 (3.81%) Azure DevOps
11 3 (2.86%) Azure Logic Apps
11 3 (2.86%) PowerApps
11 3 (2.86%) Snowflake
12 2 (1.90%) Amazon CloudWatch
12 2 (1.90%) Amazon S3
12 2 (1.90%) Azure Storage
12 2 (1.90%) Microsoft 365
12 2 (1.90%) Power Automate
13 1 (0.95%) SaaS
Communications & Networking
1 1 (0.95%) BIG-IP
1 1 (0.95%) DHCP
1 1 (0.95%) DNS
1 1 (0.95%) Firewall
1 1 (0.95%) Network Security
1 1 (0.95%) TCP/IP
Database & Business Intelligence
1 28 (26.67%) Data Warehouse
2 21 (20.00%) Power BI
3 9 (8.57%) Metadata
3 9 (8.57%) Tableau
4 8 (7.62%) SQL Server
5 7 (6.67%) Data Lake
6 5 (4.76%) Delta Lake
6 5 (4.76%) Enterprise Data Warehouse
6 5 (4.76%) MongoDB
7 4 (3.81%) Azure SQL Database
7 4 (3.81%) PostgreSQL
8 3 (2.86%) Relational Database
8 3 (2.86%) Star Schema
9 2 (1.90%) Amazon Athena
9 2 (1.90%) Semantic Layer
10 1 (0.95%) Apache Arrow
10 1 (0.95%) Apache Iceberg
10 1 (0.95%) Data Vault
10 1 (0.95%) DocumentDB
10 1 (0.95%) Trino
Development Applications
1 8 (7.62%) JIRA
2 5 (4.76%) ERwin
2 5 (4.76%) Team Foundation Server
3 3 (2.86%) Git
4 1 (0.95%) ER Studio
4 1 (0.95%) Jenkins
4 1 (0.95%) LSMW
4 1 (0.95%) PowerDesigner
General
1 31 (29.52%) Social Skills
2 19 (18.10%) Finance
3 14 (13.33%) Analytical Skills
4 10 (9.52%) Public Sector
5 9 (8.57%) Banking
6 8 (7.62%) Documentation Skills
7 5 (4.76%) Manufacturing
8 3 (2.86%) Organisational Skills
9 2 (1.90%) Influencing Skills
9 2 (1.90%) Military
10 1 (0.95%) Advertising
10 1 (0.95%) Inclusion and Diversity
10 1 (0.95%) Legal
10 1 (0.95%) Private Banking
Job Titles
1 25 (23.81%) Data Engineer
2 23 (21.90%) Architect
3 20 (19.05%) Developer
4 17 (16.19%) Analyst
5 14 (13.33%) Data Architect
6 10 (9.52%) Lead
7 8 (7.62%) Data Modeller
8 7 (6.67%) Data Analyst
8 7 (6.67%) SQL Developer
9 6 (5.71%) Dynamics 365 Developer
9 6 (5.71%) Microsoft Developer
10 5 (4.76%) Business Analyst
10 5 (4.76%) Business Intelligence Analyst
10 5 (4.76%) Financial Analyst
10 5 (4.76%) Report Analyst
10 5 (4.76%) Senior
11 4 (3.81%) Solutions Architect
11 4 (3.81%) Technical Architect
12 3 (2.86%) Consultant
12 3 (2.86%) Product Manager
Libraries, Frameworks & Software Standards
1 12 (11.43%) JSON
2 11 (10.48%) Kafka
3 7 (6.67%) Apache Avro
3 7 (6.67%) OpenTelemetry
3 7 (6.67%) Protocol Buffers
3 7 (6.67%) PySpark
4 6 (5.71%) REST
5 3 (2.86%) Pandas
5 3 (2.86%) XML
6 2 (1.90%) FastAPI
6 2 (1.90%) FHIR
6 2 (1.90%) Flask
6 2 (1.90%) Middleware
6 2 (1.90%) OAuth
6 2 (1.90%) OpenID
6 2 (1.90%) React
6 2 (1.90%) RESTful
6 2 (1.90%) SOAP
6 2 (1.90%) STL
7 1 (0.95%) FIX Protocol
Miscellaneous
1 16 (15.24%) Data Structures
2 7 (6.67%) Cloud Native
2 7 (6.67%) Product Ownership
3 6 (5.71%) Hybrid Cloud
3 6 (5.71%) Legacy Systems
4 4 (3.81%) Data Protection Act
5 3 (2.86%) Mobile App
6 2 (1.90%) Analytical Mindset
6 2 (1.90%) Distributed Systems
6 2 (1.90%) Low-Code
6 2 (1.90%) NHS
6 2 (1.90%) Onboarding
7 1 (0.95%) Data Centre
7 1 (0.95%) Data Fabric
7 1 (0.95%) Distributed Computing
7 1 (0.95%) Enterprise Software
7 1 (0.95%) Legacy Applications
7 1 (0.95%) Public Cloud
7 1 (0.95%) Taxonomies
7 1 (0.95%) Virtual Team
Operating Systems
1 3 (2.86%) Linux
2 2 (1.90%) Unix
3 1 (0.95%) Red Hat Enterprise Linux
3 1 (0.95%) Windows
Processes & Methodologies
1 47 (44.76%) Analytics
2 37 (35.24%) Data Pipeline
3 34 (32.38%) ETL
4 29 (27.62%) Business Intelligence
4 29 (27.62%) Data Governance
5 20 (19.05%) Migration
6 19 (18.10%) CI/CD
7 16 (15.24%) Data Engineering
7 16 (15.24%) Validation
8 15 (14.29%) Data Architecture
9 14 (13.33%) Dimensional Modelling
10 13 (12.38%) ERP
11 12 (11.43%) Dashboard Development
11 12 (11.43%) Data Transformation
11 12 (11.43%) Decision-Making
11 12 (11.43%) DevOps
11 12 (11.43%) Logical Data Model
11 12 (11.43%) Observability
12 11 (10.48%) Infrastructure as Code
12 11 (10.48%) Technical Leadership
Programming Languages
1 30 (28.57%) SQL
2 21 (20.00%) Python
3 3 (2.86%) Data Analysis Expressions
3 3 (2.86%) Java
3 3 (2.86%) JavaScript
4 2 (1.90%) Shell Script
5 1 (0.95%) Bicep
5 1 (0.95%) PL/SQL
5 1 (0.95%) TypeScript
5 1 (0.95%) VBA
5 1 (0.95%) X++
Qualifications
1 19 (18.10%) Security Cleared
2 13 (12.38%) SC Cleared
3 3 (2.86%) BPSS Clearance
3 3 (2.86%) Degree
4 2 (1.90%) AWS Certification
5 1 (0.95%) AWS Certified Solutions Architect
5 1 (0.95%) CISM
5 1 (0.95%) CISSP
5 1 (0.95%) TOGAF Certification
Quality Assurance & Compliance
1 21 (20.00%) Data Quality
2 2 (1.90%) Accessibility
2 2 (1.90%) HL7
3 1 (0.95%) GDPR
3 1 (0.95%) ISO 20022
3 1 (0.95%) QA
3 1 (0.95%) SNOMED CT
System Software
1 3 (2.86%) Docker
2 1 (0.95%) Active Directory
Systems Management
1 11 (10.48%) Kubernetes
2 7 (6.67%) Prometheus
3 5 (4.76%) Ansible
4 4 (3.81%) Single Sign-On
5 2 (1.90%) Terraform
6 1 (0.95%) Control-M
Vendors
1 27 (25.71%) Microsoft
2 24 (22.86%) Databricks
3 8 (7.62%) Oracle
3 8 (7.62%) Splunk
4 7 (6.67%) Alteryx
5 6 (5.71%) SAP
6 5 (4.76%) Google
7 3 (2.86%) ServiceNow
8 2 (1.90%) BiZZdesign
8 2 (1.90%) Foundry
8 2 (1.90%) Palantir
8 2 (1.90%) Salesforce
9 1 (0.95%) CheckPoint
9 1 (0.95%) F5
9 1 (0.95%) Fortinet
9 1 (0.95%) IFS
9 1 (0.95%) Infoblox
9 1 (0.95%) Informatica
9 1 (0.95%) Red Hat