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 10 August 2026, with comparisons to the same periods in the previous two years.

6 months to
10 Aug 2026
Same period 2025 Same period 2024
Rank 59 76 29
Rank change year-on-year +17 -47 +17
Contract jobs citing Data Modelling 104 38 89
As % of all contract jobs in Yorkshire 3.63% 2.50% 5.90%
As % of the Processes & Methodologies category 4.32% 2.73% 7.06%
Number of daily rates quoted 73 24 62
10th Percentile £363 £304 £414
25th Percentile £413 £361 £454
Median daily rate (50th Percentile) £465 £475 £506
Median % change year-on-year -2.11% -6.13% -15.67%
75th Percentile £550 £547 £559
90th Percentile £660 £676 £622
England median daily rate £520 £550 £550
% change year-on-year -5.45% - -7.09%
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 £43.50 £40.41
% change year-on-year +60.92% +7.64% -19.18%

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 2,407 1,393 1,260
As % of all contract IT jobs advertised in Yorkshire 84.07% 91.58% 83.50%
Number of daily rates quoted 1,454 869 770
10th Percentile £331 £263 £313
25th Percentile £413 £375 £413
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 £666 £618 £655
England median daily rate £525 £513 £525
% change year-on-year +2.44% -2.38% -4.55%
Number of hourly rates quoted 82 63 49
10th Percentile £15.03 £16.65 -
25th Percentile £17.01 £18.43 £12.15
Median hourly rate £22.81 £22.14 £13.50
Median % change year-on-year +3.00% +64.00% -32.50%
75th Percentile £28.00 £25.15 £22.00
90th Percentile £43.96 £71.89 £36.75
England median hourly rate £43.96 £25.15 £43.00
% change year-on-year +74.79% -41.51% +2.19%

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 10 August 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 10 August 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 +13 63 £450 -9.09% 27
South Yorkshire -11 30 £515 +27.55% 5
North Yorkshire - 7 £525 - 5
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 6 (5.77%) Confluence
2 2 (1.92%) Apache
2 2 (1.92%) Palantir Foundry
3 1 (0.96%) Apache Spark
3 1 (0.96%) nginx
3 1 (0.96%) SAS
3 1 (0.96%) SharePoint
Applications
1 1 (0.96%) Microsoft Excel
Business Applications
1 1 (0.96%) SAP ERP
1 1 (0.96%) SAP S/4HANA
Cloud Services
1 33 (31.73%) Azure
1 33 (31.73%) Power Platform
2 13 (12.50%) AWS
3 11 (10.58%) Dynamics 365
4 8 (7.69%) OpenShift
5 7 (6.73%) GCP
5 7 (6.73%) GitHub
5 7 (6.73%) Microsoft Purview
6 6 (5.77%) Azure Data Factory
7 5 (4.81%) Azure DevOps
8 4 (3.85%) Azure Logic Apps
8 4 (3.85%) Azure Synapse Analytics
9 3 (2.88%) Azure Storage
9 3 (2.88%) PowerApps
9 3 (2.88%) Snowflake
10 2 (1.92%) Amazon CloudWatch
10 2 (1.92%) Entra ID
10 2 (1.92%) Microsoft 365
10 2 (1.92%) Power Automate
10 2 (1.92%) Serverless
Database & Business Intelligence
1 28 (26.92%) Data Warehouse
2 24 (23.08%) Power BI
3 11 (10.58%) Metadata
4 10 (9.62%) Tableau
5 9 (8.65%) SQL Server
6 6 (5.77%) Data Lake
6 6 (5.77%) Enterprise Data Warehouse
7 5 (4.81%) MongoDB
8 4 (3.85%) Azure SQL Database
8 4 (3.85%) Delta Lake
9 3 (2.88%) PostgreSQL
9 3 (2.88%) Relational Database
9 3 (2.88%) Semantic Layer
9 3 (2.88%) Star Schema
10 2 (1.92%) Amazon Athena
10 2 (1.92%) Amazon Redshift
11 1 (0.96%) BigQuery
11 1 (0.96%) Data Vault
11 1 (0.96%) Parquet
11 1 (0.96%) Spark SQL
Development Applications
1 6 (5.77%) JIRA
1 6 (5.77%) Team Foundation Server
2 5 (4.81%) ERwin
3 2 (1.92%) Git
4 1 (0.96%) ER Studio
4 1 (0.96%) LSMW
4 1 (0.96%) PowerDesigner
General
1 26 (25.00%) Social Skills
2 18 (17.31%) Finance
3 14 (13.46%) Analytical Skills
4 11 (10.58%) Public Sector
5 7 (6.73%) Banking
6 6 (5.77%) Documentation Skills
7 5 (4.81%) Manufacturing
8 2 (1.92%) Influencing Skills
8 2 (1.92%) Military
8 2 (1.92%) Organisational Skills
9 1 (0.96%) Advertising
9 1 (0.96%) Inclusion and Diversity
9 1 (0.96%) Legal
9 1 (0.96%) Private Banking
Job Titles
1 23 (22.12%) Data Engineer
2 21 (20.19%) Developer
3 19 (18.27%) Architect
4 16 (15.38%) Analyst
5 12 (11.54%) Data Architect
6 11 (10.58%) Data Modeller
6 11 (10.58%) Lead
7 8 (7.69%) SQL Developer
8 7 (6.73%) Data Analyst
9 6 (5.77%) Dynamics 365 Developer
9 6 (5.77%) Microsoft Developer
10 5 (4.81%) Business Intelligence Analyst
10 5 (4.81%) Financial Analyst
10 5 (4.81%) Report Analyst
10 5 (4.81%) Senior
11 4 (3.85%) Business Analyst
11 4 (3.85%) Solutions Architect
11 4 (3.85%) Technical Architect
12 3 (2.88%) Consultant
12 3 (2.88%) Product Manager
Libraries, Frameworks & Software Standards
1 10 (9.62%) Kafka
2 9 (8.65%) JSON
3 5 (4.81%) Apache Avro
3 5 (4.81%) OpenTelemetry
3 5 (4.81%) Protocol Buffers
3 5 (4.81%) PySpark
3 5 (4.81%) REST
4 3 (2.88%) XML
5 2 (1.92%) FHIR
5 2 (1.92%) Middleware
5 2 (1.92%) OAuth
5 2 (1.92%) OpenID
5 2 (1.92%) Pandas
5 2 (1.92%) React
5 2 (1.92%) RESTful
5 2 (1.92%) SOAP
5 2 (1.92%) STL
6 1 (0.96%) FastAPI
6 1 (0.96%) OAuth2
6 1 (0.96%) Vue
Miscellaneous
1 19 (18.27%) Data Structures
2 8 (7.69%) Cloud Native
3 6 (5.77%) Legacy Systems
3 6 (5.77%) Product Ownership
4 4 (3.85%) Hybrid Cloud
5 3 (2.88%) Data Protection Act
5 3 (2.88%) Mobile App
6 2 (1.92%) Low-Code
6 2 (1.92%) NHS
6 2 (1.92%) Onboarding
7 1 (0.96%) Analytical Mindset
7 1 (0.96%) CMDB
7 1 (0.96%) Data Centre
7 1 (0.96%) Data Fabric
7 1 (0.96%) Distributed Computing
7 1 (0.96%) Distributed Systems
7 1 (0.96%) Legacy Applications
7 1 (0.96%) Public Cloud
7 1 (0.96%) Reference Data
7 1 (0.96%) Taxonomies
Operating Systems
1 3 (2.88%) Linux
2 2 (1.92%) Unix
3 1 (0.96%) Red Hat Enterprise Linux
3 1 (0.96%) Windows
Processes & Methodologies
1 47 (45.19%) Analytics
2 35 (33.65%) Data Pipeline
3 33 (31.73%) Business Intelligence
4 32 (30.77%) ETL
5 31 (29.81%) Data Governance
6 21 (20.19%) Migration
7 19 (18.27%) CI/CD
8 17 (16.35%) Data Engineering
9 15 (14.42%) Dimensional Modelling
9 15 (14.42%) Validation
10 14 (13.46%) Data Architecture
10 14 (13.46%) ERP
11 13 (12.50%) Decision-Making
12 12 (11.54%) Dashboard Development
12 12 (11.54%) Logical Data Model
13 11 (10.58%) Data Migration
13 11 (10.58%) DevOps
13 11 (10.58%) Infrastructure as Code
13 11 (10.58%) Master Data Management
13 11 (10.58%) Stakeholder Management
Programming Languages
1 35 (33.65%) SQL
2 17 (16.35%) Python
3 3 (2.88%) Data Analysis Expressions
3 3 (2.88%) Java
4 1 (0.96%) Bash
4 1 (0.96%) Bicep
4 1 (0.96%) JavaScript
4 1 (0.96%) Kusto Query Language
4 1 (0.96%) PL/SQL
4 1 (0.96%) PowerShell
4 1 (0.96%) Shell Script
4 1 (0.96%) TypeScript
4 1 (0.96%) X++
Qualifications
1 20 (19.23%) Security Cleared
2 13 (12.50%) SC Cleared
3 3 (2.88%) BPSS Clearance
4 2 (1.92%) AWS Certification
4 2 (1.92%) Degree
5 1 (0.96%) AWS Certified Solutions Architect
Quality Assurance & Compliance
1 25 (24.04%) Data Quality
2 2 (1.92%) Accessibility
2 2 (1.92%) GDPR
2 2 (1.92%) HL7
3 1 (0.96%) ISO 20022
3 1 (0.96%) ISO/IEC 27001
3 1 (0.96%) NIST
3 1 (0.96%) QA
3 1 (0.96%) SNOMED CT
System Software
1 3 (2.88%) Docker
2 2 (1.92%) Active Directory
Systems Management
1 10 (9.62%) Kubernetes
2 6 (5.77%) Prometheus
3 4 (3.85%) Ansible
3 4 (3.85%) Single Sign-On
4 3 (2.88%) Terraform
5 1 (0.96%) Control-M
5 1 (0.96%) Grafana
Vendors
1 31 (29.81%) Microsoft
2 23 (22.12%) Databricks
3 8 (7.69%) Alteryx
3 8 (7.69%) Oracle
4 7 (6.73%) SAP
5 5 (4.81%) Google
5 5 (4.81%) Splunk
6 3 (2.88%) ServiceNow
7 2 (1.92%) Foundry
7 2 (1.92%) Palantir
7 2 (1.92%) Remedy
7 2 (1.92%) Salesforce
8 1 (0.96%) BiZZdesign
8 1 (0.96%) IFS
8 1 (0.96%) Informatica
8 1 (0.96%) Red Hat