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 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 455 507 622
Rank change year-on-year +52 +115 +126
Contract jobs citing Analytical Modelling 30 35 31
As % of all contract jobs advertised in England 0.12% 0.094% 0.061%
As % of the Processes & Methodologies category 0.14% 0.11% 0.068%
Number of daily rates quoted 20 17 15
10th Percentile £358 £443 £460
25th Percentile £433 £463 £519
Median daily rate (50th Percentile) £513 £550 £550
Median % change year-on-year -6.82% - +10.00%
75th Percentile £581 £950 £625
90th Percentile £746 £1,010 £878
UK median daily rate £525 £550 £550
% change year-on-year -4.55% - +7.84%
Number of hourly rates quoted 0 1 0
Median hourly rate - £48.50 -
UK median hourly rate - £48.50 -

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 22,202 32,193 45,529
As % of all contract IT jobs advertised in England 91.16% 86.56% 90.24%
Number of daily rates quoted 14,534 21,105 31,969
10th Percentile £310 £300 £325
25th Percentile £413 £413 £445
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% +2.33%
75th Percentile £638 £650 £675
90th Percentile £750 £750 £765
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% +4.76%
Number of hourly rates quoted 921 2,246 1,592
10th Percentile £14.42 £12.92 £10.87
25th Percentile £18.20 £16.01 £16.25
Median hourly rate £29.07 £36.00 £37.50
Median % change year-on-year -19.25% -4.00% +53.06%
75th Percentile £63.75 £60.00 £65.00
90th Percentile £75.00 £72.50 £75.00
UK median hourly rate £29.00 £35.65 £37.30
% change year-on-year -18.65% -4.42% +49.20%

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 1 May 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 1 May 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 +36 18 £550 -26.67% 55
North of England +21 4 £429 +0.94% 4
North West +18 2 £513 +20.59% 2
North East +1 2 £358 -
West Midlands - 2 £450 - 1
Midlands - 2 £450 - 1
South West +46 1 £525 - 2
South East +36 1 £450 -10.00% 13
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 (10.00%) Apache Spark
Applications
1 1 (3.33%) Microsoft Excel
1 1 (3.33%) Microsoft PowerPoint
Cloud Services
1 11 (36.67%) Azure
2 9 (30.00%) Power Platform
3 7 (23.33%) Azure Data Factory
3 7 (23.33%) Azure Synapse Analytics
4 6 (20.00%) AWS
5 5 (16.67%) Cloud Computing
6 3 (10.00%) GCP
7 2 (6.67%) AWS Data Pipeline
7 2 (6.67%) Microsoft 365
8 1 (3.33%) Azure DevOps
8 1 (3.33%) dbt
8 1 (3.33%) Fivetran
8 1 (3.33%) Microsoft Purview
8 1 (3.33%) PowerApps
Database & Business Intelligence
1 10 (33.33%) Data Lake
2 9 (30.00%) Power BI
3 8 (26.67%) Data Warehouse
4 5 (16.67%) Tableau
5 4 (13.33%) Relational Database
6 3 (10.00%) Amazon Redshift
6 3 (10.00%) BigQuery
6 3 (10.00%) Metadata
6 3 (10.00%) SQL Server Integration Services
7 2 (6.67%) Amazon Athena
7 2 (6.67%) Apache Hive
7 2 (6.67%) Azure SQL Database
7 2 (6.67%) Dremio
7 2 (6.67%) Hadoop
7 2 (6.67%) MySQL
7 2 (6.67%) Spark SQL
7 2 (6.67%) SQL Server
7 2 (6.67%) SQL Server Analysis Services
8 1 (3.33%) NoSQL
8 1 (3.33%) Spotfire
Development Applications
1 3 (10.00%) Visual Studio
2 2 (6.67%) SQL Server Management Studio (SSMS)
3 1 (3.33%) ER Studio
3 1 (3.33%) ERwin
3 1 (3.33%) Git
3 1 (3.33%) JIRA
3 1 (3.33%) REST Assured
General
1 21 (70.00%) Analytical Skills
2 12 (40.00%) Finance
3 8 (26.67%) Social Skills
4 6 (20.00%) Banking
4 6 (20.00%) Public Sector
5 3 (10.00%) Corporate Banking
5 3 (10.00%) Investment Banking
5 3 (10.00%) Retail
5 3 (10.00%) Retail Banking
6 2 (6.67%) Legal
6 2 (6.67%) Police
6 2 (6.67%) Presentation Skills
6 2 (6.67%) Telecoms
7 1 (3.33%) Documentation Skills
7 1 (3.33%) Financial Institution
7 1 (3.33%) Front Office
7 1 (3.33%) Inclusion and Diversity
7 1 (3.33%) Influencing Skills
7 1 (3.33%) Military
Job Titles
1 14 (46.67%) Data Engineer
2 4 (13.33%) Data Modeller
2 4 (13.33%) Developer
2 4 (13.33%) Python Engineer
3 3 (10.00%) AWS Data Engineer
3 3 (10.00%) AWS Engineer
3 3 (10.00%) Data Scientist
3 3 (10.00%) Python Data Engineer
4 2 (6.67%) Analyst
4 2 (6.67%) Python Developer
5 1 (3.33%) Applications Developer
5 1 (3.33%) Architect
5 1 (3.33%) Business Analyst
5 1 (3.33%) Business Intelligence Analyst
5 1 (3.33%) Consultant
5 1 (3.33%) Data Architect
5 1 (3.33%) Financial Analyst
5 1 (3.33%) Procurement Manager
5 1 (3.33%) Quantitative Developer
5 1 (3.33%) SQL Developer
Libraries, Frameworks & Software Standards
1 11 (36.67%) PySpark
2 5 (16.67%) TensorFlow
3 2 (6.67%) Pandas
3 2 (6.67%) scikit-learn
4 1 (3.33%) Gherkin
4 1 (3.33%) Great Expectations
4 1 (3.33%) MDX
4 1 (3.33%) OpenTelemetry
Miscellaneous
1 5 (16.67%) Algorithms
2 2 (6.67%) Credit Risk
2 2 (6.67%) Distributed Computing
2 2 (6.67%) Hybrid Cloud
3 1 (3.33%) Data Fabric
3 1 (3.33%) Data Structures
3 1 (3.33%) Equities
3 1 (3.33%) Legacy Systems
3 1 (3.33%) Market Risk
3 1 (3.33%) NHS
Processes & Methodologies
1 17 (56.67%) Data Modelling
2 14 (46.67%) Data Science
3 13 (43.33%) Analytics
4 12 (40.00%) Data Pipeline
4 12 (40.00%) Machine Learning
5 10 (33.33%) Business Intelligence
6 9 (30.00%) Predictive Modelling
7 8 (26.67%) Data Analytics
7 8 (26.67%) Data Engineering
7 8 (26.67%) Data Transformation
7 8 (26.67%) Decision-Making
7 8 (26.67%) ETL
8 6 (20.00%) Data-Driven Decision Making
8 6 (20.00%) ERP
8 6 (20.00%) Visualisation
9 5 (16.67%) Actionable Insight
9 5 (16.67%) API Integration
9 5 (16.67%) Financial Modelling
9 5 (16.67%) Problem-Solving
10 4 (13.33%) CI/CD
Programming Languages
1 23 (76.67%) SQL
2 17 (56.67%) Python
3 4 (13.33%) T-SQL
4 3 (10.00%) R
5 2 (6.67%) ANSI SQL
6 1 (3.33%) Data Analysis Expressions
6 1 (3.33%) JavaScript
6 1 (3.33%) PowerShell
6 1 (3.33%) VBA
Qualifications
1 6 (20.00%) Security Cleared
2 4 (13.33%) Degree
3 3 (10.00%) SC Cleared
4 2 (6.67%) Computer Science Degree
4 2 (6.67%) Master's Degree
4 2 (6.67%) Microsoft Certification
4 2 (6.67%) PhD
5 1 (3.33%) AWS Certification
5 1 (3.33%) Azure Certification
5 1 (3.33%) CFA
5 1 (3.33%) CITP
Quality Assurance & Compliance
1 8 (26.67%) Data Quality
2 2 (6.67%) Accessibility
2 2 (6.67%) GDPR
3 1 (3.33%) ISO/IEC 27001
3 1 (3.33%) QA
Systems Management
1 1 (3.33%) Terraform
Vendors
1 7 (23.33%) Databricks
2 4 (13.33%) Microsoft
3 1 (3.33%) Cloudera
3 1 (3.33%) Google
3 1 (3.33%) SAP