Hybrid/Remote Analytical Modelling Contract Job Trends

Analytical Modelling
UK > Work from Home

The table below provides summary statistics and contractor rates for remote or hybrid contract work requiring Analytical Modelling skills. It covers contract job vacancies from the 6 months leading up to 16 December 2025, with comparisons to the same periods in the previous two years.

6 months to
16 Dec 2025
Same period 2024 Same period 2023
Rank 303 309 377
Rank change year-on-year +6 +68 +156
Contract jobs citing Analytical Modelling 14 8 4
As % of all contract jobs with remote/hybrid work options 0.14% 0.068% 0.023%
As % of the Processes & Methodologies category 0.15% 0.077% 0.026%
Number of daily rates quoted 11 4 4
10th Percentile £343 £264 £374
25th Percentile £429 £420 £391
Median daily rate (50th Percentile) £492 £513 £475
Median % change year-on-year -4.00% +7.89% -9.52%
75th Percentile £563 £519 £600
90th Percentile £650 - £645
UK median daily rate £488 £513 £475
% change year-on-year -4.88% +7.89% -13.64%

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 9,307 10,398 15,211
As % of all contract jobs with a WFH option 90.96% 89.03% 88.71%
Number of daily rates quoted 6,155 6,534 10,383
10th Percentile £330 £325 £340
25th Percentile £413 £413 £425
Median daily rate (50th Percentile) £513 £525 £525
Median % change year-on-year -2.38% - -4.55%
75th Percentile £619 £638 £638
90th Percentile £720 £750 £738
UK median daily rate £500 £525 £530
% change year-on-year -4.76% -0.94% -3.64%
Number of hourly rates quoted 328 212 370
10th Percentile £15.27 £17.58 £19.91
25th Percentile £20.47 £22.00 £27.06
Median hourly rate £42.50 £37.00 £53.50
Median % change year-on-year +14.86% -30.84% -2.73%
75th Percentile £65.00 £64.63 £71.44
90th Percentile £70.00 £75.00 £87.50
UK median hourly rate £25.15 £32.50 £43.85
% change year-on-year -22.62% -25.88% +25.29%

Analytical Modelling
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of contract IT job postings citing Analytical Modelling and offering remote or hybrid work options relative to all contract IT jobs advertised.

Analytical Modelling job vacancy trend for remote/hybrid jobs

Analytical Modelling
Daily Rate Trend for Remote/Hybrid Jobs

Contractor daily rate distribution trend for jobs with remote/hybrid work options citing Analytical Modelling.

Contractor daily rate distribution trend for jobs with remote/hybrid work options citing Analytical Modelling

Analytical Modelling
Daily Rate Histogram for Remote/Hybrid Jobs

Daily rate distribution for jobs with remote/hybrid work options citing Analytical Modelling over the 6 months to 16 December 2025.

Analytical Modelling daily rate histogram for jobs with remote/hybrid work options

Analytical Modelling
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 3 (21.43%) SAS
Applications
1 4 (28.57%) Microsoft Excel
2 1 (7.14%) Spreadsheet
Business Applications
1 1 (7.14%) Elite 3E
Cloud Services
1 4 (28.57%) Power Platform
2 2 (14.29%) AWS
2 2 (14.29%) Azure
3 1 (7.14%) Azure Data Factory
3 1 (7.14%) Azure Machine Learning
3 1 (7.14%) Azure Synapse Analytics
3 1 (7.14%) GCP
Database & Business Intelligence
1 4 (28.57%) Power BI
2 1 (7.14%) Data Lake
2 1 (7.14%) Data Warehouse
2 1 (7.14%) Power Query
Development Applications
1 1 (7.14%) Git
1 1 (7.14%) REST Assured
General
1 12 (85.71%) Analytical Skills
2 9 (64.29%) Social Skills
3 8 (57.14%) Finance
4 3 (21.43%) Public Sector
5 2 (14.29%) Organisational Skills
6 1 (7.14%) Automotive
6 1 (7.14%) Banking
6 1 (7.14%) Documentation Skills
6 1 (7.14%) Influencing Skills
6 1 (7.14%) Law
6 1 (7.14%) Legal
Job Titles
1 3 (21.43%) Analyst
2 2 (14.29%) Data Analyst
2 2 (14.29%) Data Scientist
2 2 (14.29%) Project Manager
2 2 (14.29%) Senior
2 2 (14.29%) Software Engineer
3 1 (7.14%) Architect
3 1 (7.14%) Business Analyst
3 1 (7.14%) Data Engineer
3 1 (7.14%) Developer
3 1 (7.14%) Developer/Software Engineer
3 1 (7.14%) Legal Analyst
3 1 (7.14%) Python Engineer
3 1 (7.14%) R Developer
3 1 (7.14%) SAS Developer
3 1 (7.14%) SAS Engineer
3 1 (7.14%) Senior Data Scientist
3 1 (7.14%) Senior Manager
3 1 (7.14%) Software Developer
3 1 (7.14%) Tester
Libraries, Frameworks & Software Standards
1 1 (7.14%) Gherkin
1 1 (7.14%) LangChain
1 1 (7.14%) Plotly
Miscellaneous
1 3 (21.43%) Credit Risk
2 2 (14.29%) Analytical Mindset
3 1 (7.14%) Algorithms
3 1 (7.14%) Legacy Systems
3 1 (7.14%) Self-Motivation
Operating Systems
1 1 (7.14%) Windows
Processes & Methodologies
1 7 (50.00%) Stakeholder Engagement
2 5 (35.71%) Data Science
2 5 (35.71%) Decision-Making
3 4 (28.57%) Analytics
3 4 (28.57%) Business Intelligence
3 4 (28.57%) Regulatory Compliance
3 4 (28.57%) Visualisation
4 3 (21.43%) Data Modelling
4 3 (21.43%) Problem-Solving
4 3 (21.43%) Validation
5 2 (14.29%) Business Case
5 2 (14.29%) Continuous Improvement
5 2 (14.29%) Credit Risk Management
5 2 (14.29%) Data Analytics
5 2 (14.29%) Machine Learning
5 2 (14.29%) Scorecard
5 2 (14.29%) Statistical Modelling
5 2 (14.29%) Test Strategy
5 2 (14.29%) Translating Business Requirements
5 2 (14.29%) User Experience
Programming Languages
1 9 (64.29%) Python
2 6 (42.86%) R
3 5 (35.71%) SQL
4 2 (14.29%) Java
5 1 (7.14%) Data Analysis Expressions
5 1 (7.14%) VBA
Qualifications
1 5 (35.71%) Security Cleared
2 4 (28.57%) SC Cleared
3 1 (7.14%) BPSS Clearance
3 1 (7.14%) CTC Cleared
3 1 (7.14%) Degree
Quality Assurance & Compliance
1 3 (21.43%) Data Quality
2 2 (14.29%) QA
Vendors
1 2 (14.29%) Planview
2 1 (7.14%) Aderant
2 1 (7.14%) Databricks
2 1 (7.14%) Intapp
2 1 (7.14%) Pega
2 1 (7.14%) ServiceNow