Analytical Modelling Contracts with Hybrid/Remote/WFH Options

Analytical Modelling
UK > Work from Home

The table below provides summary statistics for remote or hybrid contract work 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 292 327 465
Rank change year-on-year +35 +138 +146
Contract jobs citing Analytical Modelling 12 18 12
As % of all contract jobs with a WFH option 0.12% 0.12% 0.046%
As % of the Processes & Methodologies category 0.13% 0.13% 0.052%
Number of daily rates quoted 6 8 3
10th Percentile £305 £483 £340
25th Percentile £459 £766 £381
Median daily rate (50th Percentile) £525 £900 £450
Median % change year-on-year -41.67% +100.00% -10.89%
75th Percentile £550 £988 £494
90th Percentile £575 £1,100 £520
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
Work from Home

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 with remote or hybrid options requiring process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 9,021 13,483 23,229
As % of all contract jobs with a WFH option 91.08% 87.87% 89.84%
Number of daily rates quoted 6,191 8,996 16,418
10th Percentile £340 £325 £363
25th Percentile £419 £425 £450
Median daily rate (50th Percentile) £525 £525 £540
Median % change year-on-year - -2.78% +2.86%
75th Percentile £638 £638 £650
90th Percentile £763 £750 £750
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% +4.76%
Number of hourly rates quoted 224 579 532
10th Percentile £14.20 £15.17 £19.00
25th Percentile £19.56 £25.25 £30.54
Median hourly rate £39.52 £43.00 £55.00
Median % change year-on-year -8.09% -21.82% +57.14%
75th Percentile £66.13 £60.00 £68.75
90th Percentile £75.00 £75.25 £80.23
UK median hourly rate £29.00 £35.65 £37.30
% change year-on-year -18.65% -4.42% +49.20%

Analytical Modelling
Trend for Jobs with a WFH Option

Job vacancies with remote working options citing Analytical Modelling as a proportion of all IT jobs advertised.

Analytical Modelling trend for jobs with Hybrid/Remote/WFH options

Analytical Modelling
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with remote working options citing Analytical Modelling.

Analytical Modelling daily rate for jobs with a WFH option

Analytical Modelling
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with remote working options citing Analytical Modelling over the 6 months to 1 May 2025.

Analytical Modelling daily rate histogram for jobs with a WFH option

Analytical Modelling
Co-occurring Skills and Capabilities with WFH Options 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 1 (8.33%) Apache Spark
Cloud Services
1 7 (58.33%) AWS
2 3 (25.00%) Azure
3 2 (16.67%) Power Platform
4 1 (8.33%) Azure Data Factory
4 1 (8.33%) Azure DevOps
4 1 (8.33%) Azure Synapse Analytics
4 1 (8.33%) GCP
4 1 (8.33%) Microsoft 365
4 1 (8.33%) Microsoft Purview
Database & Business Intelligence
1 4 (33.33%) Relational Database
2 2 (16.67%) Data Lake
2 2 (16.67%) Data Warehouse
2 2 (16.67%) Metadata
2 2 (16.67%) Power BI
3 1 (8.33%) Apache Hive
3 1 (8.33%) Azure SQL Database
3 1 (8.33%) Dremio
3 1 (8.33%) Hadoop
3 1 (8.33%) Metadata Repository
3 1 (8.33%) Microsoft Analysis Services
3 1 (8.33%) MySQL
3 1 (8.33%) NoSQL
3 1 (8.33%) RDBMS
3 1 (8.33%) SQL Server
3 1 (8.33%) SQL Server Analysis Services
3 1 (8.33%) SQL Server Integration Services
Development Applications
1 3 (25.00%) REST Assured
2 2 (16.67%) Visual Studio
3 1 (8.33%) ER Studio
3 1 (8.33%) ERwin
3 1 (8.33%) SQL Server Management Studio (SSMS)
General
1 9 (75.00%) Analytical Skills
2 5 (41.67%) Finance
3 4 (33.33%) Banking
4 3 (25.00%) Corporate Banking
4 3 (25.00%) Investment Banking
4 3 (25.00%) Retail
4 3 (25.00%) Retail Banking
5 2 (16.67%) Public Sector
5 2 (16.67%) Social Skills
6 1 (8.33%) Documentation Skills
6 1 (8.33%) Front Office
6 1 (8.33%) Influencing Skills
6 1 (8.33%) Legal
6 1 (8.33%) Military
Job Titles
1 5 (41.67%) Data Engineer
2 4 (33.33%) Data Modeller
3 3 (25.00%) AWS Data Engineer
3 3 (25.00%) AWS Engineer
3 3 (25.00%) Python Data Engineer
3 3 (25.00%) Python Engineer
4 2 (16.67%) QA Tester
4 2 (16.67%) Tester
5 1 (8.33%) Architect
5 1 (8.33%) Consultant
5 1 (8.33%) Data Architect
5 1 (8.33%) Data Science Developer
5 1 (8.33%) Developer
5 1 (8.33%) Python Developer
5 1 (8.33%) QA Consultant
Libraries, Frameworks & Software Standards
1 4 (33.33%) PySpark
2 3 (25.00%) Gherkin
3 1 (8.33%) OpenTelemetry
3 1 (8.33%) TensorFlow
Miscellaneous
1 3 (25.00%) Legacy Systems
2 1 (8.33%) Algorithms
2 1 (8.33%) Data Structures
2 1 (8.33%) Market Risk
2 1 (8.33%) NHS
Processes & Methodologies
1 5 (41.67%) Data Engineering
1 5 (41.67%) Data Modelling
2 4 (33.33%) Analytics
2 4 (33.33%) Data Pipeline
2 4 (33.33%) ETL
2 4 (33.33%) Test Automation
3 3 (25.00%) Creative Thinking
3 3 (25.00%) Data Architecture
3 3 (25.00%) Data Migration
3 3 (25.00%) Data Validation
3 3 (25.00%) Data-Driven Decision Making
3 3 (25.00%) Decision-Making
3 3 (25.00%) Economics
3 3 (25.00%) Financial Modelling
3 3 (25.00%) Model Validation
3 3 (25.00%) Non-Functional Testing
3 3 (25.00%) Predictive Modelling
3 3 (25.00%) Pricing Strategy
3 3 (25.00%) Validation
3 3 (25.00%) Wealth Management
Programming Languages
1 9 (75.00%) Python
1 9 (75.00%) SQL
2 1 (8.33%) JavaScript
2 1 (8.33%) R
2 1 (8.33%) T-SQL
Qualifications
1 2 (16.67%) Microsoft Certification
1 2 (16.67%) SC Cleared
1 2 (16.67%) Security Cleared
2 1 (8.33%) AWS Certification
2 1 (8.33%) Azure Certification
2 1 (8.33%) CITP
2 1 (8.33%) Computer Science Degree
2 1 (8.33%) Degree
2 1 (8.33%) Master's Degree
2 1 (8.33%) PhD
Quality Assurance & Compliance
1 6 (50.00%) Data Quality
2 3 (25.00%) QA
3 1 (8.33%) Accessibility
3 1 (8.33%) GDPR
Vendors
1 5 (41.67%) Databricks
2 3 (25.00%) Microsoft
3 1 (8.33%) Cloudera
3 1 (8.33%) Google