Probabilistic Modelling Contracts

Probabilistic Modelling
UK

The table below provides summary statistics for contract job vacancies requiring Probabilistic Modelling skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Probabilistic 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 515 575 -
Rank change year-on-year +60 - -
Contract jobs citing Probabilistic Modelling 5 7 0
As % of all contract jobs advertised in the UK 0.017% 0.016% -
As % of the Processes & Methodologies category 0.019% 0.019% -
Number of daily rates quoted 3 2 0
10th Percentile £678 £645 -
25th Percentile £738 £675 -
Median daily rate (50th Percentile) £875 £750 -
Median % change year-on-year +16.67% - -
75th Percentile £913 £825 -
90th Percentile - £855 -
UK excluding London median daily rate £675 - -

All Process and Methodology Skills
UK

Probabilistic 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.

Contract vacancies with a requirement for process or methodology skills 26,594 37,597 53,655
As % of all contract IT jobs advertised in the UK 90.84% 86.31% 89.91%
Number of daily rates quoted 17,149 24,227 37,238
10th Percentile £308 £300 £325
25th Percentile £413 £413 £438
Median daily rate (50th Percentile) £520 £525 £550
Median % change year-on-year -0.95% -4.55% +4.76%
75th Percentile £630 £638 £650
90th Percentile £743 £750 £750
UK excluding London median daily rate £483 £500 £500
% change year-on-year -3.50% - +5.26%
Number of hourly rates quoted 1,071 2,443 1,746
10th Percentile £14.41 £12.75 £11.00
25th Percentile £18.21 £16.00 £16.25
Median hourly rate £29.00 £35.65 £37.30
Median % change year-on-year -18.65% -4.42% +49.20%
75th Percentile £60.38 £59.98 £65.00
90th Percentile £75.00 £72.50 £75.00
UK excluding London median hourly rate £27.50 £37.34 £36.00
% change year-on-year -26.35% +3.72% +80.00%

Probabilistic Modelling
Job Vacancy Trend

Job postings citing Probabilistic Modelling as a proportion of all IT jobs advertised.

Job vacancy trend for Probabilistic Modelling in the UK

Probabilistic Modelling
Contractor Daily Rate Trend

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

Daily rate trend for Probabilistic Modelling in the UK

Probabilistic Modelling
Daily Rate Histogram

Daily rate distribution for jobs citing Probabilistic Modelling over the 6 months to 1 May 2025.

Daily rate histogram for Probabilistic Modelling in the UK

Probabilistic Modelling
Top 4 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Probabilistic Modelling within the UK 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
England +54 4 £875 +16.67% 82
London +35 4 £875 +16.67% 14
Wales - 1 £675 - 2
UK excluding London - 1 £675 - 78

Probabilistic Modelling
Co-occurring Skills and Capabilities 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:

Cloud Services
1 5 (100.00%) Azure
2 2 (40.00%) AWS
2 2 (40.00%) Azure DevOps
2 2 (40.00%) Azure Machine Learning
2 2 (40.00%) GitHub
2 2 (40.00%) GitHub Actions
3 1 (20.00%) Azure AI
Database & Business Intelligence
1 2 (40.00%) NoSQL
General
1 3 (60.00%) Finance
1 3 (60.00%) Social Skills
2 2 (40.00%) Presentation Skills
3 1 (20.00%) Telecoms
Job Titles
1 2 (40.00%) Data Scientist
1 2 (40.00%) Developer
1 2 (40.00%) Energy Trading Developer
1 2 (40.00%) Principal Developer
1 2 (40.00%) Python Developer
1 2 (40.00%) Quantitative Developer
2 1 (20.00%) Consultant
2 1 (20.00%) Data Consultant
2 1 (20.00%) Data Science Consultant
Libraries, Frameworks & Software Standards
1 4 (80.00%) Pandas
1 4 (80.00%) PySpark
2 2 (40.00%) Kafka
2 2 (40.00%) NumPy
2 2 (40.00%) scikit-learn
2 2 (40.00%) SciPy
3 1 (20.00%) LangChain
Miscellaneous
1 2 (40.00%) Algorithms
1 2 (40.00%) Derivative
1 2 (40.00%) Renewable Energy
1 2 (40.00%) Solar Panel
2 1 (20.00%) Data Protection Act
2 1 (20.00%) Distributed Systems
2 1 (20.00%) Life Science
Processes & Methodologies
1 3 (60.00%) Artificial Intelligence
1 3 (60.00%) Data Pipeline
1 3 (60.00%) Data Science
1 3 (60.00%) DevOps
1 3 (60.00%) Machine Learning
1 3 (60.00%) Software Engineering
2 2 (40.00%) Analytics
2 2 (40.00%) Architectural Patterns
2 2 (40.00%) Backtesting
2 2 (40.00%) CI/CD
2 2 (40.00%) Data Engineering
2 2 (40.00%) Generative AI
2 2 (40.00%) Mathematical Modelling
2 2 (40.00%) Mathematics
2 2 (40.00%) MLOps
2 2 (40.00%) Performance Optimisation
2 2 (40.00%) Product Requirements
2 2 (40.00%) Risk Management
2 2 (40.00%) Translating Business Requirements
2 2 (40.00%) Web Development
Programming Languages
1 5 (100.00%) Python
2 2 (40.00%) C++
2 2 (40.00%) Java
2 2 (40.00%) Rust
2 2 (40.00%) SQL
Qualifications
1 2 (40.00%) Degree
1 2 (40.00%) Master's Degree
2 1 (20.00%) SC Cleared
2 1 (20.00%) Security Cleared
System Software
1 2 (40.00%) Docker
Systems Management
1 2 (40.00%) Terraform
2 1 (20.00%) Kubernetes
Vendors
1 2 (40.00%) Databricks
1 2 (40.00%) Foundry
2 1 (20.00%) Microsoft