Analytical Modelling Contracts in England

Analytical Modelling
UK > England

The table below provides summary statistics for contract job vacancies advertised in England requiring Analytical Modelling skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Analytical Modelling over the 6 months leading up to 15 August 2025, comparing them to the same period in the previous two years.

6 months to
15 Aug 2025
Same period 2024 Same period 2023
Rank 465 512 591
Rank change year-on-year +47 +79 +154
Contract jobs citing Analytical Modelling 42 16 25
As % of all contract jobs advertised in England 0.15% 0.048% 0.056%
As % of the Processes & Methodologies category 0.17% 0.056% 0.063%
Number of daily rates quoted 28 8 10
10th Percentile £293 £417 £447
25th Percentile £313 £659 £475
Median daily rate (50th Percentile) £513 £900 £600
Median % change year-on-year -43.06% +50.00% +20.00%
75th Percentile £600 £950 £670
90th Percentile £720 £995 £758
UK median daily rate £525 £900 £550
% change year-on-year -41.67% +63.64% +14.11%
Number of hourly rates quoted 0 3 0
Median hourly rate - £29.00 -
UK median hourly rate - £29.00 -

All Process and Methodology Skills
England

Analytical 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 England.

Contract vacancies with a requirement for process or methodology skills 25,147 28,565 39,615
As % of all contract IT jobs advertised in England 90.82% 85.88% 89.33%
Number of daily rates quoted 16,019 18,593 27,682
10th Percentile £300 £313 £325
25th Percentile £404 £425 £438
Median daily rate (50th Percentile) £513 £525 £550
Median % change year-on-year -2.38% -4.55% -
75th Percentile £629 £650 £663
90th Percentile £738 £756 £760
UK median daily rate £500 £525 £545
% change year-on-year -4.76% -3.67% -0.91%
Number of hourly rates quoted 1,436 1,644 1,361
10th Percentile £14.20 £14.16 £14.25
25th Percentile £17.87 £18.35 £18.93
Median hourly rate £25.15 £43.00 £41.50
Median % change year-on-year -41.51% +3.61% +56.60%
75th Percentile £50.13 £65.00 £65.00
90th Percentile £70.00 £75.00 £78.00
UK median hourly rate £25.15 £41.50 £41.80
% change year-on-year -39.40% -0.72% +57.74%

Analytical Modelling
Job Vacancy Trend in England

Job postings citing Analytical Modelling as a proportion of all IT jobs advertised in England.

Job vacancy trend for Analytical Modelling in England

Analytical Modelling
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Analytical Modelling in England.

Daily rate trend for Analytical Modelling in England

Analytical Modelling
Daily Rate Histogram in England

Daily rate distribution for jobs citing Analytical Modelling in England over the 6 months to 15 August 2025.

Daily rate histogram for Analytical Modelling in England

Analytical Modelling
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Analytical Modelling in England.

Hourly rate trend for Analytical Modelling in England

Analytical Modelling
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytical Modelling within the England region over the 6 months to 15 August 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
London +30 26 £550 -38.89% 56
North of England -17 6 £525 - 10
North West -2 5 £513 - 9
Midlands - 3 £375 - 4
West Midlands - 3 £375 - 4
South East +23 2 £525 +10.53% 3
South West - 2 £325 - 4
North East +1 1 £625 -
Analytical Modelling
UK

Analytical Modelling
Co-occurring Skills and Capabilities in England 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 3 (7.14%) Apache Spark
Applications
1 11 (26.19%) Microsoft Excel
2 5 (11.90%) Spreadsheet
Business Applications
1 3 (7.14%) Endur
Cloud Services
1 10 (23.81%) Power Platform
2 8 (19.05%) AWS
3 7 (16.67%) Azure
4 3 (7.14%) Azure Data Factory
4 3 (7.14%) OpenShift
5 2 (4.76%) AWS Data Pipeline
5 2 (4.76%) Azure Synapse Analytics
5 2 (4.76%) GCP
5 2 (4.76%) Google Analytics
5 2 (4.76%) Google Tag Manager
5 2 (4.76%) Microsoft 365
6 1 (2.38%) dbt
6 1 (2.38%) Fivetran
6 1 (2.38%) Google Sheets
6 1 (2.38%) PowerApps
Database & Business Intelligence
1 10 (23.81%) Power BI
2 6 (14.29%) Data Warehouse
2 6 (14.29%) Tableau
3 3 (7.14%) BigQuery
3 3 (7.14%) MongoDB
3 3 (7.14%) SQL Server Integration Services
4 2 (4.76%) Apache Hive
4 2 (4.76%) Data Lake
4 2 (4.76%) Dremio
4 2 (4.76%) Hadoop
4 2 (4.76%) Looker
4 2 (4.76%) MySQL
5 1 (2.38%) GIS
5 1 (2.38%) OLAP
5 1 (2.38%) RDBMS
5 1 (2.38%) Snowflake Schema
5 1 (2.38%) Spotfire
5 1 (2.38%) SQL Server
5 1 (2.38%) SQL Server Reporting Services
5 1 (2.38%) Star Schema
Development Applications
1 2 (4.76%) SQL Server Management Studio (SSMS)
1 2 (4.76%) Visual Studio
2 1 (2.38%) ER Studio
2 1 (2.38%) ERwin
2 1 (2.38%) Git
2 1 (2.38%) JIRA
2 1 (2.38%) REST Assured
General
1 32 (76.19%) Analytical Skills
2 13 (30.95%) Social Skills
3 12 (28.57%) Finance
4 11 (26.19%) Public Sector
5 8 (19.05%) Influencing Skills
6 4 (9.52%) Police
6 4 (9.52%) Presentation Skills
6 4 (9.52%) Telecoms
7 3 (7.14%) Automotive
7 3 (7.14%) Back Office
7 3 (7.14%) Banking
8 1 (2.38%) Documentation Skills
8 1 (2.38%) Front Office
8 1 (2.38%) Legal
8 1 (2.38%) Military
8 1 (2.38%) Organisational Skills
8 1 (2.38%) Publishing
Job Titles
1 7 (16.67%) Data Scientist
1 7 (16.67%) Senior
2 5 (11.90%) Data Engineer
3 4 (9.52%) Architect
3 4 (9.52%) Senior Manager
4 3 (7.14%) Developer
4 3 (7.14%) Endur Architect
4 3 (7.14%) Lead
4 3 (7.14%) OpenLink Architect
4 3 (7.14%) Technical Architect
5 2 (4.76%) Analyst
5 2 (4.76%) Consultant
5 2 (4.76%) Data Analyst
5 2 (4.76%) Senior Data Scientist
6 1 (2.38%) Applications Developer
6 1 (2.38%) Business Analyst
6 1 (2.38%) Data Architect
6 1 (2.38%) Data Modeller
6 1 (2.38%) Python Developer
6 1 (2.38%) SQL Developer
Libraries, Frameworks & Software Standards
1 7 (16.67%) TensorFlow
2 4 (9.52%) Pandas
2 4 (9.52%) scikit-learn
3 3 (7.14%) JSON
3 3 (7.14%) PySpark
3 3 (7.14%) React
3 3 (7.14%) Swagger
4 1 (2.38%) Gherkin
4 1 (2.38%) Great Expectations
4 1 (2.38%) MDX
Miscellaneous
1 7 (16.67%) Algorithms
2 6 (14.29%) Analytical Mindset
3 4 (9.52%) Legacy Systems
4 3 (7.14%) Grid Computing
4 3 (7.14%) Product Ownership
5 2 (4.76%) Credit Risk
5 2 (4.76%) Freedom of Information
6 1 (2.38%) Data Structures
6 1 (2.38%) Market Risk
6 1 (2.38%) Team-Oriented Environment
Operating Systems
1 1 (2.38%) Windows
Processes & Methodologies
1 16 (38.10%) Data Modelling
2 13 (30.95%) Data Science
3 12 (28.57%) Business Intelligence
4 11 (26.19%) Analytics
5 10 (23.81%) Actionable Insight
5 10 (23.81%) Benchmarking
5 10 (23.81%) Machine Learning
5 10 (23.81%) Problem-Solving
5 10 (23.81%) Visualisation
6 9 (21.43%) Decision-Making
7 8 (19.05%) Agile
7 8 (19.05%) Stakeholder Management
8 7 (16.67%) Data Architecture
8 7 (16.67%) Data Engineering
8 7 (16.67%) Risk Management
8 7 (16.67%) Statistics
9 6 (14.29%) Artificial Intelligence
9 6 (14.29%) Business Case
9 6 (14.29%) Predictive Modelling
10 5 (11.90%) Data Analysis
Programming Languages
1 15 (35.71%) Python
1 15 (35.71%) SQL
2 8 (19.05%) R
3 3 (7.14%) C#
3 3 (7.14%) Java
4 2 (4.76%) T-SQL
5 1 (2.38%) Data Analysis Expressions
5 1 (2.38%) JavaScript
5 1 (2.38%) PowerShell
5 1 (2.38%) VBA
Qualifications
1 15 (35.71%) Security Cleared
2 9 (21.43%) SC Cleared
3 4 (9.52%) Degree
4 3 (7.14%) Master's Degree
5 2 (4.76%) BPSS Clearance
5 2 (4.76%) Computer Science Degree
5 2 (4.76%) DV Cleared
5 2 (4.76%) PhD
Quality Assurance & Compliance
1 9 (21.43%) Data Quality
2 3 (7.14%) GDPR
3 2 (4.76%) Accessibility
4 1 (2.38%) ISO/IEC 27001
4 1 (2.38%) QA
System Software
1 3 (7.14%) Docker
Systems Management
1 4 (9.52%) Terraform
2 3 (7.14%) Ansible
2 3 (7.14%) Kubernetes
Vendors
1 5 (11.90%) Databricks
2 3 (7.14%) Google
2 3 (7.14%) Hitachi
2 3 (7.14%) Microsoft
3 1 (2.38%) SAP
3 1 (2.38%) ServiceNow