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 20 November 2025, with comparisons to the same periods in the previous two years.

6 months to
20 Nov 2025
Same period 2024 Same period 2023
Rank 77 44 44
Rank change year-on-year -33 0 +27
Contract jobs citing Data Modelling 56 53 68
As % of all contract jobs in Yorkshire 3.09% 3.93% 3.64%
As % of the Processes & Methodologies category 3.43% 4.63% 4.11%
Number of daily rates quoted 39 33 53
10th Percentile £339 £343 £430
25th Percentile £370 £425 £538
Median daily rate (50th Percentile) £475 £515 £600
Median % change year-on-year -7.77% -14.17% -
75th Percentile £538 £588 £638
90th Percentile £689 £685 £650
England median daily rate £537 £550 £575
% change year-on-year -2.36% -4.35% -
Number of hourly rates quoted 0 2 0
Median hourly rate - £58.96 -
England median hourly rate £48.00 £40.33 £49.75
% change year-on-year +19.03% -18.94% -26.30%

All Process and 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 1,631 1,145 1,656
As % of all contract IT jobs advertised in Yorkshire 90.06% 85.00% 88.60%
Number of daily rates quoted 1,082 659 1,068
10th Percentile £250 £235 £299
25th Percentile £375 £400 £413
Median daily rate (50th Percentile) £480 £500 £509
Median % change year-on-year -4.00% -1.82% +1.85%
75th Percentile £550 £575 £600
90th Percentile £650 £678 £688
England median daily rate £505 £525 £545
% change year-on-year -3.81% -3.67% -0.91%
Number of hourly rates quoted 52 38 25
10th Percentile £15.25 - £15.96
25th Percentile £18.87 £12.55 £18.50
Median hourly rate £25.08 £19.50 £22.00
Median % change year-on-year +28.59% -11.36% +7.32%
75th Percentile £25.49 £33.75 £30.00
90th Percentile £78.63 £41.50 £44.30
England median hourly rate £25.15 £37.00 £45.00
% change year-on-year -32.03% -17.78% +26.90%

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 20 November 2025.

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 20 November 2025. 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 +4 35 £500 - 29
South Yorkshire -49 21 £369 -29.71% 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 4 (7.14%) Apache Airflow
2 2 (3.57%) Apache Spark
2 2 (3.57%) SharePoint
Applications
1 13 (23.21%) Microsoft Excel
2 5 (8.93%) Chatbot
3 2 (3.57%) Spreadsheet
4 1 (1.79%) Maple
Business Applications
1 6 (10.71%) SAP S/4HANA
2 4 (7.14%) Dynamics CRM
3 2 (3.57%) SAP ERP
4 1 (1.79%) SAP Retail
Cloud Services
1 24 (42.86%) Power Platform
2 13 (23.21%) Azure
3 12 (21.43%) AWS
4 10 (17.86%) GCP
5 9 (16.07%) GitHub
6 6 (10.71%) Amazon S3
6 6 (10.71%) Power Automate
7 5 (8.93%) Dynamics 365
8 4 (7.14%) Azure Synapse Analytics
9 3 (5.36%) Azure Data Factory
9 3 (5.36%) PowerApps
9 3 (5.36%) Snowflake
10 2 (3.57%) AWS Lambda
10 2 (3.57%) Azure API Management
10 2 (3.57%) dbt
10 2 (3.57%) Serverless
11 1 (1.79%) Amazon CloudWatch
11 1 (1.79%) AWS CloudFormation
11 1 (1.79%) Salesforce Service Cloud
11 1 (1.79%) Workato
Communications & Networking
1 4 (7.14%) Internet
Database & Business Intelligence
1 24 (42.86%) Power BI
2 14 (25.00%) Data Warehouse
3 13 (23.21%) Power Query
4 9 (16.07%) NoSQL
4 9 (16.07%) Relational Database
5 7 (12.50%) PostgreSQL
5 7 (12.50%) PowerPivot
5 7 (12.50%) SQL Server
6 6 (10.71%) MySQL
6 6 (10.71%) RDBMS
6 6 (10.71%) Tableau
7 5 (8.93%) Amazon Redshift
8 4 (7.14%) Data Lake
9 3 (5.36%) Star Schema
10 2 (3.57%) Azure SQL Database
10 2 (3.57%) DataStage
10 2 (3.57%) GIS
10 2 (3.57%) Looker
10 2 (3.57%) MongoDB
10 2 (3.57%) SAP BW
Development Applications
1 8 (14.29%) Jenkins
2 6 (10.71%) PyCharm
3 4 (7.14%) Git
4 1 (1.79%) ERwin
General
1 33 (58.93%) Social Skills
2 17 (30.36%) Analytical Skills
3 15 (26.79%) Finance
4 13 (23.21%) Banking
5 7 (12.50%) Public Sector
6 3 (5.36%) Retail
7 2 (3.57%) Health Technology
7 2 (3.57%) Manufacturing
8 1 (1.79%) Documentation Skills
8 1 (1.79%) Environmental Health
8 1 (1.79%) Organisational Skills
8 1 (1.79%) Presentation Skills
8 1 (1.79%) Retail Banking
Job Titles
1 17 (30.36%) Analyst
2 11 (19.64%) Data Analyst
3 7 (12.50%) Architect
4 6 (10.71%) Artificial Intelligence Engineer
4 6 (10.71%) Consultant
4 6 (10.71%) Strategy Analyst
5 5 (8.93%) Business Analyst
5 5 (8.93%) Data Engineer
5 5 (8.93%) Developer
6 4 (7.14%) Business Intelligence Developer
6 4 (7.14%) Data Business Analyst
6 4 (7.14%) Senior
6 4 (7.14%) Senior Analyst
6 4 (7.14%) Solutions Architect
7 3 (5.36%) Analytics Consultant
7 3 (5.36%) Data Modeller
7 3 (5.36%) Dynamics 365 Consultant
7 3 (5.36%) Power BI Developer
7 3 (5.36%) SAP Consultant
7 3 (5.36%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 6 (10.71%) NumPy
1 6 (10.71%) Pandas
1 6 (10.71%) TensorFlow
2 4 (7.14%) PySpark
3 3 (5.36%) FHIR
4 2 (3.57%) CSS
4 2 (3.57%) HTML
5 1 (1.79%) .NET
5 1 (1.79%) J2EE
5 1 (1.79%) JPA
5 1 (1.79%) Lightning Web Components
5 1 (1.79%) RESTful
5 1 (1.79%) Spring
5 1 (1.79%) Spring Boot
5 1 (1.79%) Visualforce
Miscellaneous
1 8 (14.29%) Cloud Native
2 5 (8.93%) Algorithms
2 5 (8.93%) Data Structures
3 4 (7.14%) Clustering
3 4 (7.14%) Online Banking
4 3 (5.36%) Data Protection Act
4 3 (5.36%) NHS
4 3 (5.36%) Onboarding
5 2 (3.57%) Data Centre
6 1 (1.79%) Legacy Systems
6 1 (1.79%) Low-Code
6 1 (1.79%) Product Ownership
6 1 (1.79%) Reference Data
Operating Systems
1 3 (5.36%) Linux
1 3 (5.36%) Unix
Processes & Methodologies
1 25 (44.64%) Business Intelligence
2 23 (41.07%) Analytics
3 20 (35.71%) Data Governance
4 17 (30.36%) Visualisation
5 16 (28.57%) Stakeholder Management
6 15 (26.79%) Agile
6 15 (26.79%) Problem-Solving
7 14 (25.00%) ETL
8 13 (23.21%) Decision-Making
9 12 (21.43%) Actionable Insight
10 10 (17.86%) Data Architecture
10 10 (17.86%) Data Visualisation
11 9 (16.07%) AI
11 9 (16.07%) CI/CD
11 9 (16.07%) Dashboard Development
11 9 (16.07%) Data Analysis
11 9 (16.07%) Data Extraction
11 9 (16.07%) DevOps
11 9 (16.07%) Strategic Planning
12 8 (14.29%) Data Engineering
Programming Languages
1 28 (50.00%) SQL
2 24 (42.86%) Python
3 8 (14.29%) VBA
4 6 (10.71%) Data Analysis Expressions
5 4 (7.14%) JavaScript
6 3 (5.36%) Bash
6 3 (5.36%) PowerShell
6 3 (5.36%) Search Processing Language
7 2 (3.57%) C#
7 2 (3.57%) Scala
8 1 (1.79%) Apex Code
8 1 (1.79%) C++
8 1 (1.79%) Java
8 1 (1.79%) SOQL
Qualifications
1 9 (16.07%) Degree
2 3 (5.36%) Security Cleared
3 2 (3.57%) Computer Science Degree
4 1 (1.79%) AWS Certification
4 1 (1.79%) SAP Certification
Quality Assurance & Compliance
1 9 (16.07%) Data Quality
2 4 (7.14%) PMO
3 3 (5.36%) HIPAA
3 3 (5.36%) SOC 2
4 2 (3.57%) GDPR
5 1 (1.79%) Actionable Recommendations
5 1 (1.79%) COSHH
5 1 (1.79%) HL7
5 1 (1.79%) NCSC
System Software
1 2 (3.57%) Docker
Systems Management
1 7 (12.50%) Terraform
2 3 (5.36%) Ansible
3 2 (3.57%) Kubernetes
Vendors
1 14 (25.00%) Microsoft
2 6 (10.71%) SAP
3 4 (7.14%) Databricks
4 3 (5.36%) Splunk
5 2 (3.57%) Brio
5 2 (3.57%) ESRI
5 2 (3.57%) Google
5 2 (3.57%) Informatica
5 2 (3.57%) Salesforce
5 2 (3.57%) Talend
6 1 (1.79%) IFS
6 1 (1.79%) MuleSoft
6 1 (1.79%) Okta
6 1 (1.79%) Oracle
6 1 (1.79%) Workday