Data Modelling Contracts in Yorkshire

Data Modelling
England > Yorkshire

The table below provides summary statistics for contract job vacancies advertised in Yorkshire requiring Data Modelling skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Modelling over the 6 months leading up to 5 July 2025, comparing them to the same period in the previous two years.

6 months to
5 Jul 2025
Same period 2024 Same period 2023
Rank 65 29 43
Rank change year-on-year -36 +14 +41
Contract jobs citing Data Modelling 37 102 79
As % of all contract jobs advertised in Yorkshire 2.82% 5.95% 3.60%
As % of the Processes & Methodologies category 3.04% 7.07% 4.00%
Number of daily rates quoted 21 69 54
10th Percentile £325 £420 £463
25th Percentile £363 £450 £513
Median daily rate (50th Percentile) £475 £507 £600
Median % change year-on-year -6.31% -15.50% +14.29%
75th Percentile £575 £568 £625
90th Percentile £688 £625 £668
England median daily rate £538 £550 £588
% change year-on-year -2.27% -6.38% +2.17%
Number of hourly rates quoted 1 0 0
10th Percentile - - -
25th Percentile £84.83 - -
Median hourly rate £91.69 - -
75th Percentile £98.56 - -
90th Percentile - - -
England median hourly rate £48.00 £42.50 £53.75
% change year-on-year +12.94% -20.93% -11.16%

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 1,216 1,442 1,976
As % of all contract IT jobs advertised in Yorkshire 92.54% 84.13% 90.10%
Number of daily rates quoted 749 870 1,279
10th Percentile £263 £281 £275
25th Percentile £381 £400 £425
Median daily rate (50th Percentile) £475 £500 £525
Median % change year-on-year -5.00% -4.76% +5.00%
75th Percentile £550 £575 £625
90th Percentile £625 £650 £700
England median daily rate £515 £525 £550
% change year-on-year -1.90% -4.55% -
Number of hourly rates quoted 54 68 58
10th Percentile £15.38 £11.62 £9.80
25th Percentile £18.39 £12.15 £10.63
Median hourly rate £22.14 £13.37 £13.58
Median % change year-on-year +65.66% -1.58% -26.99%
75th Percentile £25.15 £21.50 £21.31
90th Percentile £32.99 £53.75 £45.84
England median hourly rate £25.15 £38.12 £37.50
% change year-on-year -34.02% +1.65% +46.03%

Data Modelling
Job Vacancy Trend in Yorkshire

Job postings citing Data Modelling as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Data Modelling in Yorkshire

Data Modelling
Contractor Daily Rate Trend in Yorkshire

3-month moving average daily rate quoted in jobs citing Data Modelling in Yorkshire.

Daily rate trend for Data Modelling in Yorkshire

Data Modelling
Daily Rate Histogram in Yorkshire

Daily rate distribution for jobs citing Data Modelling in Yorkshire over the 6 months to 5 July 2025.

Daily rate histogram for Data Modelling in Yorkshire

Data Modelling
Contractor Hourly Rate Trend in Yorkshire

3-month moving average hourly rates quoted in jobs citing Data Modelling in Yorkshire.

Hourly rate trend for Data Modelling in Yorkshire

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 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 -13 23 £485 -3.00% 86
South Yorkshire -37 14 £375 -28.23% 26
Data Modelling
England

Data Modelling
Co-occurring Skills and Capabilities in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 9 (24.32%) Apache Airflow
2 5 (13.51%) Apache
Applications
1 7 (18.92%) Microsoft Excel
2 1 (2.70%) Maple
2 1 (2.70%) Spreadsheet
Business Applications
1 3 (8.11%) Dynamics CRM
1 3 (8.11%) SAP S/4HANA
2 2 (5.41%) SAP ERP
3 1 (2.70%) Salesforce CRM
Cloud Services
1 17 (45.95%) Power Platform
2 11 (29.73%) GCP
3 5 (13.51%) Azure
3 5 (13.51%) Cloud Computing
3 5 (13.51%) Power Automate
4 4 (10.81%) AWS
4 4 (10.81%) Dynamics 365
5 3 (8.11%) Amazon S3
5 3 (8.11%) PowerApps
6 2 (5.41%) Azure Synapse Analytics
6 2 (5.41%) dbt
6 2 (5.41%) GitHub
6 2 (5.41%) Snowflake
7 1 (2.70%) AWS CloudFormation
7 1 (2.70%) AWS Lambda
7 1 (2.70%) Azure API Management
7 1 (2.70%) Azure DevOps
7 1 (2.70%) Google Compute Engine
7 1 (2.70%) Salesforce Service Cloud
7 1 (2.70%) Workato
Database & Business Intelligence
1 17 (45.95%) Power BI
2 9 (24.32%) Data Warehouse
3 5 (13.51%) Flink
3 5 (13.51%) Power Query
3 5 (13.51%) Tableau
4 4 (10.81%) SQL Server
5 3 (8.11%) Amazon Redshift
5 3 (8.11%) BigQuery
5 3 (8.11%) Data Lake
5 3 (8.11%) Delta Lake
6 2 (5.41%) DataStage
6 2 (5.41%) Looker
6 2 (5.41%) NoSQL
6 2 (5.41%) SQL Server Integration Services
6 2 (5.41%) Star Schema
7 1 (2.70%) GIS
7 1 (2.70%) Lumira
7 1 (2.70%) Parquet
7 1 (2.70%) QlikView
7 1 (2.70%) SQL Server Reporting Services
Development Applications
1 4 (10.81%) Git
2 2 (5.41%) Jenkins
General
1 23 (62.16%) Social Skills
2 7 (18.92%) Analytical Skills
3 6 (16.22%) Finance
4 3 (8.11%) Public Sector
5 2 (5.41%) Banking
5 2 (5.41%) Presentation Skills
6 1 (2.70%) Environmental Health
6 1 (2.70%) Manufacturing
6 1 (2.70%) Organisational Skills
6 1 (2.70%) Retail
Job Titles
1 9 (24.32%) Analyst
2 8 (21.62%) Architect
3 5 (13.51%) Data Analyst
3 5 (13.51%) Data Engineer
4 4 (10.81%) Business Analyst
4 4 (10.81%) Consultant
4 4 (10.81%) Data Architect
4 4 (10.81%) Solutions Architect
5 3 (8.11%) Developer
5 3 (8.11%) Dynamics 365 Consultant
5 3 (8.11%) Report Specialist
5 3 (8.11%) Senior
5 3 (8.11%) Senior Analyst
6 2 (5.41%) Business Intelligence Developer
6 2 (5.41%) Data Modeller
6 2 (5.41%) Engineering Specialist
6 2 (5.41%) Lead
6 2 (5.41%) Senior Data Analyst
7 1 (2.70%) Analytics Consultant
7 1 (2.70%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 3 (8.11%) PySpark
2 2 (5.41%) CSS
2 2 (5.41%) HTML
3 1 (2.70%) JSON
3 1 (2.70%) Kafka
3 1 (2.70%) Lightning Web Components
3 1 (2.70%) Spring Boot
Miscellaneous
1 4 (10.81%) Cloud Native
2 2 (5.41%) Data Structures
3 1 (2.70%) Data Protection Act
3 1 (2.70%) Enterprise Software
3 1 (2.70%) FMCG
3 1 (2.70%) Legacy Systems
3 1 (2.70%) Low-Code
3 1 (2.70%) Self-Motivation
3 1 (2.70%) Team-Oriented Environment
Processes & Methodologies
1 17 (45.95%) Business Intelligence
1 17 (45.95%) ETL
2 15 (40.54%) Visualisation
3 14 (37.84%) Analytics
3 14 (37.84%) Problem-Solving
4 13 (35.14%) Agile
5 9 (24.32%) Data Pipeline
6 8 (21.62%) Data Governance
7 7 (18.92%) Decision-Making
7 7 (18.92%) Workflow
8 6 (16.22%) Data Engineering
8 6 (16.22%) Data Integration
8 6 (16.22%) Data Management
8 6 (16.22%) Data Visualisation
8 6 (16.22%) Stakeholder Management
9 5 (13.51%) Data Analytics
9 5 (13.51%) Data Architecture
9 5 (13.51%) Data Lineage
9 5 (13.51%) Stakeholder Engagement
9 5 (13.51%) Translating Business Requirements
Programming Languages
1 21 (56.76%) SQL
2 12 (32.43%) Python
3 4 (10.81%) Data Analysis Expressions
4 3 (8.11%) JavaScript
4 3 (8.11%) Scala
5 2 (5.41%) C#
5 2 (5.41%) T-SQL
6 1 (2.70%) Apex Code
6 1 (2.70%) Java
6 1 (2.70%) PL/SQL
6 1 (2.70%) R
6 1 (2.70%) VBA
Qualifications
1 5 (13.51%) Degree
2 1 (2.70%) AWS Certification
2 1 (2.70%) Master's Degree
2 1 (2.70%) Microsoft Certification
2 1 (2.70%) Security Cleared
Quality Assurance & Compliance
1 11 (29.73%) Data Quality
2 2 (5.41%) GDPR
3 1 (2.70%) COSHH
3 1 (2.70%) NCSC
3 1 (2.70%) PMO
3 1 (2.70%) QA
Systems Management
1 2 (5.41%) Terraform
Vendors
1 11 (29.73%) Microsoft
2 8 (21.62%) Google
3 5 (13.51%) SAP
4 4 (10.81%) Databricks
5 2 (5.41%) Informatica
5 2 (5.41%) Salesforce
5 2 (5.41%) Talend
5 2 (5.41%) Workday
6 1 (2.70%) Civica
6 1 (2.70%) Dynatrace
6 1 (2.70%) ESRI
6 1 (2.70%) Liquidlogic
6 1 (2.70%) MuleSoft
6 1 (2.70%) Okta
6 1 (2.70%) Oracle