Data Modelling Contracts in the Thames Valley

Data Modelling
South East > Thames Valley

The table below provides summary statistics for contract job vacancies advertised in the Thames Valley 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 12 July 2025, comparing them to the same period in the previous two years.

6 months to
12 Jul 2025
Same period 2024 Same period 2023
Rank 46 79 66
Rank change year-on-year +33 -13 +22
Contract jobs citing Data Modelling 73 56 90
As % of all contract jobs advertised in the Thames Valley 4.42% 2.12% 3.01%
As % of the Processes & Methodologies category 4.78% 2.50% 3.32%
Number of daily rates quoted 48 35 66
10th Percentile £418 £340 £414
25th Percentile £468 £410 £461
Median daily rate (50th Percentile) £527 £475 £550
Median % change year-on-year +10.89% -13.64% +4.76%
75th Percentile £625 £555 £611
90th Percentile £641 £588 £672
South East median daily rate £525 £500 £550
% change year-on-year +5.00% -9.09% -
Number of hourly rates quoted 4 0 0
10th Percentile £32.97 - -
25th Percentile £51.15 - -
Median hourly rate £66.75 - -
75th Percentile £73.63 - -
90th Percentile £77.45 - -
South East median hourly rate £66.75 £85.00 £19.49
% change year-on-year -21.47% +336.12% +44.37%

All Process and Methodology Skills
Thames Valley

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 the Thames Valley.

Contract vacancies with a requirement for process or methodology skills 1,527 2,243 2,707
As % of all contract IT jobs advertised in the Thames Valley 92.38% 84.77% 90.50%
Number of daily rates quoted 919 1,218 1,836
10th Percentile £293 £243 £313
25th Percentile £400 £400 £413
Median daily rate (50th Percentile) £500 £500 £513
Median % change year-on-year - -2.44% +2.50%
75th Percentile £600 £608 £615
90th Percentile £675 £688 £700
South East median daily rate £500 £513 £515
% change year-on-year -2.44% -0.49% +3.00%
Number of hourly rates quoted 101 166 81
10th Percentile £14.20 £14.50 £16.25
25th Percentile £15.12 £19.25 £21.65
Median hourly rate £25.15 £48.25 £50.00
Median % change year-on-year -47.88% -3.50% +194.12%
75th Percentile £55.00 £65.00 £66.21
90th Percentile £80.00 £85.65 £75.67
South East median hourly rate £24.00 £50.00 £50.00
% change year-on-year -52.00% - +122.22%

Data Modelling
Job Vacancy Trend in the Thames Valley

Job postings citing Data Modelling as a proportion of all IT jobs advertised in the Thames Valley.

Job vacancy trend for Data Modelling in the Thames Valley

Data Modelling
Contractor Daily Rate Trend in the Thames Valley

3-month moving average daily rate quoted in jobs citing Data Modelling in the Thames Valley.

Daily rate trend for Data Modelling in the Thames Valley

Data Modelling
Daily Rate Histogram in the Thames Valley

Daily rate distribution for jobs citing Data Modelling in the Thames Valley over the 6 months to 12 July 2025.

Daily rate histogram for Data Modelling in the Thames Valley

Data Modelling
Contractor Hourly Rate Trend in the Thames Valley

3-month moving average hourly rates quoted in jobs citing Data Modelling in the Thames Valley.

Hourly rate trend for Data Modelling in the Thames Valley

Data Modelling
Hourly Rate Histogram in the Thames Valley

Hourly rate distribution of jobs citing Data Modelling in the Thames Valley over the 6 months to 12 July 2025.

Hourly rate histogram for Data Modelling in the Thames Valley

Data Modelling
Contract Job Locations in the Thames Valley

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 Thames Valley region over the 6 months to 12 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
Berkshire +48 49 £518 +11.40% 32
Buckinghamshire -4 20 £550 +15.79% 12
Oxfordshire - 5 £360 - 8
Data Modelling
South East

Data Modelling
Co-occurring Skills and Capabilities in the Thames Valley 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 6 (8.22%) Confluence
2 4 (5.48%) Apache Airflow
2 4 (5.48%) Smallworld
3 3 (4.11%) ArcGIS
3 3 (4.11%) Oracle Spatial
4 2 (2.74%) Apache Spark
4 2 (2.74%) SAS
4 2 (2.74%) SharePoint
5 1 (1.37%) Apache
5 1 (1.37%) Oracle Service Bus
5 1 (1.37%) Oracle SOA Suite
5 1 (1.37%) Tomcat
Applications
1 4 (5.48%) MS Visio
2 3 (4.11%) Microsoft Excel
Business Applications
1 4 (5.48%) Sparx Enterprise Architect
2 1 (1.37%) Dynamics CRM
2 1 (1.37%) Oracle Applications
2 1 (1.37%) Oracle EBS
2 1 (1.37%) SAP MDG
2 1 (1.37%) SAP S/4HANA
Cloud Services
1 18 (24.66%) Azure
2 15 (20.55%) AWS
3 13 (17.81%) Power Platform
4 8 (10.96%) GCP
5 7 (9.59%) Snowflake
6 6 (8.22%) Azure Data Factory
6 6 (8.22%) Azure Synapse Analytics
7 5 (6.85%) Cloud Computing
8 4 (5.48%) dbt
9 2 (2.74%) Azure DevOps
9 2 (2.74%) Microsoft 365
9 2 (2.74%) OCI
9 2 (2.74%) Oracle Service Cloud
9 2 (2.74%) Serverless
10 1 (1.37%) Amazon ECS
10 1 (1.37%) Amazon EKS
10 1 (1.37%) AWS CloudFormation
10 1 (1.37%) AWS Lambda
10 1 (1.37%) Azure Logic Apps
10 1 (1.37%) PowerApps
Communications & Networking
1 5 (6.85%) SAN
2 4 (5.48%) TCP/IP
3 2 (2.74%) HTTP
4 1 (1.37%) DNS
4 1 (1.37%) GPON
4 1 (1.37%) SSL
Database & Business Intelligence
1 18 (24.66%) Data Warehouse
2 13 (17.81%) Power BI
3 10 (13.70%) Relational Database
3 10 (13.70%) Tableau
4 7 (9.59%) Data Lake
5 6 (8.22%) Big Data
6 5 (6.85%) Oracle BI Publisher
6 5 (6.85%) Oracle Reports
6 5 (6.85%) SQL Server
7 4 (5.48%) GIS
7 4 (5.48%) Metadata
7 4 (5.48%) MySQL
7 4 (5.48%) PostgreSQL
8 3 (4.11%) IBM InfoSphere
8 3 (4.11%) OLAP
8 3 (4.11%) Power Query
8 3 (4.11%) Spatial Data
9 2 (2.74%) Enterprise Data Warehouse
9 2 (2.74%) Hadoop
9 2 (2.74%) Oracle OLAP
Development Applications
1 9 (12.33%) ERwin
2 6 (8.22%) PowerDesigner
3 5 (6.85%) JIRA
3 5 (6.85%) Selenium
4 2 (2.74%) Git
5 1 (1.37%) Eclipse
General
1 25 (34.25%) Social Skills
2 11 (15.07%) Analytical Skills
3 7 (9.59%) Finance
3 7 (9.59%) Telecoms
4 5 (6.85%) Presentation Skills
4 5 (6.85%) Public Sector
5 2 (2.74%) Banking
5 2 (2.74%) Marketing
6 1 (1.37%) Automotive
6 1 (1.37%) Documentation Skills
6 1 (1.37%) French Language
6 1 (1.37%) Inclusion and Diversity
6 1 (1.37%) Italian Language
6 1 (1.37%) Local Government
6 1 (1.37%) Manufacturing
6 1 (1.37%) Military
6 1 (1.37%) Organisational Skills
6 1 (1.37%) Publishing
6 1 (1.37%) Spanish Language
Job Titles
1 18 (24.66%) Developer
2 12 (16.44%) Data Modeller
3 10 (13.70%) Analyst
3 10 (13.70%) Architect
4 9 (12.33%) Senior
5 8 (10.96%) Data Engineer
6 7 (9.59%) Data Analyst
7 6 (8.22%) Senior Developer
8 5 (6.85%) Oracle Developer
9 4 (5.48%) Business Analyst
9 4 (5.48%) GIS Architect
9 4 (5.48%) Python Developer
9 4 (5.48%) Report Developer
10 3 (4.11%) Finance Modeller
10 3 (4.11%) IT Manager
10 3 (4.11%) IT Programme Manager
10 3 (4.11%) Programme Manager
10 3 (4.11%) Salesforce Developer
10 3 (4.11%) Senior Python Developer
10 3 (4.11%) Telecoms Engineer
Libraries, Frameworks & Software Standards
1 6 (8.22%) REST
1 6 (8.22%) SOAP
2 5 (6.85%) Oracle Fusion
3 4 (5.48%) Middleware
4 3 (4.11%) Lightning Web Components
4 3 (4.11%) PostGIS
4 3 (4.11%) Visualforce
4 3 (4.11%) Web Services
5 2 (2.74%) Kafka
5 2 (2.74%) VML
6 1 (1.37%) .NET
6 1 (1.37%) .NET Framework
6 1 (1.37%) CSS
6 1 (1.37%) HTML
6 1 (1.37%) JSP
6 1 (1.37%) MDX
6 1 (1.37%) OAuth
6 1 (1.37%) OAuth2
6 1 (1.37%) XML
6 1 (1.37%) XSLT
Miscellaneous
1 7 (9.59%) Legacy Systems
1 7 (9.59%) Onboarding
2 6 (8.22%) Algorithms
2 6 (8.22%) Cloud Native
3 4 (5.48%) Distributed Systems
4 3 (4.11%) Life Science
4 3 (4.11%) Smart Meter
5 2 (2.74%) Data Structures
5 2 (2.74%) Enterprise Software
5 2 (2.74%) Product Ownership
6 1 (1.37%) Analytical Mindset
6 1 (1.37%) Credit Risk
6 1 (1.37%) Data Protection Act
6 1 (1.37%) FMCG
6 1 (1.37%) Learning Management System
6 1 (1.37%) Management Information System
6 1 (1.37%) Renewable Energy
Operating Systems
1 6 (8.22%) Linux
1 6 (8.22%) Windows
2 5 (6.85%) Debian
2 5 (6.85%) Ubuntu
2 5 (6.85%) Windows Server
2 5 (6.85%) Windows Server 2016
3 1 (1.37%) Unix
Processes & Methodologies
1 26 (35.62%) Agile
2 23 (31.51%) Business Intelligence
3 16 (21.92%) Migration
3 16 (21.92%) Problem-Solving
3 16 (21.92%) Stakeholder Management
4 13 (17.81%) Analytics
4 13 (17.81%) ETL
5 11 (15.07%) Data Migration
6 10 (13.70%) Data Engineering
6 10 (13.70%) Data Pipeline
6 10 (13.70%) Performance Tuning
6 10 (13.70%) Scrum
7 9 (12.33%) Data Architecture
8 8 (10.96%) CI/CD
8 8 (10.96%) Data Governance
8 8 (10.96%) Data Security
8 8 (10.96%) Data Transformation
8 8 (10.96%) DevOps
8 8 (10.96%) Roadmaps
8 8 (10.96%) Validation
Programming Languages
1 34 (46.58%) SQL
2 22 (30.14%) Python
3 7 (9.59%) Java
4 4 (5.48%) Magik
5 3 (4.11%) Apex Code
5 3 (4.11%) Bash
5 3 (4.11%) R
6 2 (2.74%) Data Analysis Expressions
6 2 (2.74%) JavaScript
7 1 (1.37%) PL/SQL
7 1 (1.37%) T-SQL
7 1 (1.37%) XMLA
Qualifications
1 12 (16.44%) Degree
2 8 (10.96%) Security Cleared
3 7 (9.59%) Master's Degree
4 5 (6.85%) Computer Science Degree
4 5 (6.85%) SC Cleared
5 2 (2.74%) DV Cleared
6 1 (1.37%) Microsoft Certification
6 1 (1.37%) PhD
Quality Assurance & Compliance
1 10 (13.70%) Data Quality
2 8 (10.96%) QA
3 5 (6.85%) COBIT
3 5 (6.85%) ISO/IEC 27001
3 5 (6.85%) NIST
4 4 (5.48%) GDPR
5 3 (4.11%) HIPAA
6 2 (2.74%) Accessibility
7 1 (1.37%) IFRS
7 1 (1.37%) IFRS 9
System Software
1 1 (1.37%) Docker
Systems Management
1 1 (1.37%) Terraform
Vendors
1 19 (26.03%) Oracle
2 13 (17.81%) Microsoft
3 5 (6.85%) Red Hat
3 5 (6.85%) SAP
3 5 (6.85%) Sparx
3 5 (6.85%) VMware
4 3 (4.11%) Databricks
4 3 (4.11%) ESRI
4 3 (4.11%) IBM
4 3 (4.11%) Salesforce
5 2 (2.74%) JDA
5 2 (2.74%) Splunk
5 2 (2.74%) Workday
6 1 (1.37%) BiZZdesign
6 1 (1.37%) Google
6 1 (1.37%) MicroStrategy
6 1 (1.37%) Remedy
6 1 (1.37%) Virgin Media