Probabilistic Modelling Contract Job Trends in England

Probabilistic Modelling
UK > England

The table below provides summary statistics and contractor rates for jobs advertised in England requiring Probabilistic Modelling skills. It covers contract job vacancies from the 6 months leading up to 27 May 2026, with comparisons to the same periods in the previous two years.

6 months to
27 May 2026
Same period 2025 Same period 2024
Rank 579 461 527
Rank change year-on-year -118 +66 -
Contract jobs citing Probabilistic Modelling 9 5 7
As % of all contract jobs in England 0.022% 0.021% 0.019%
As % of the Processes & Methodologies category 0.025% 0.023% 0.022%
Number of daily rates quoted 5 2 2
10th Percentile £448 - £645
25th Percentile £500 £838 £675
Median daily rate (50th Percentile) £700 £875 £750
Median % change year-on-year -20.00% +16.67% -
75th Percentile - £913 £825
90th Percentile - - £855
UK median daily rate £700 £875 £750
% change year-on-year -20.00% +16.67% -

All Process & Methodology Skills
England

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 in England.

Contract vacancies with a requirement for process or methodology skills 35,337 21,704 31,436
As % of all contract IT jobs advertised in England 84.82% 91.29% 85.99%
Number of daily rates quoted 22,449 14,185 20,585
10th Percentile £325 £306 £300
25th Percentile £413 £413 £413
Median daily rate (50th Percentile) £514 £525 £525
Median % change year-on-year -2.10% - -4.55%
75th Percentile £623 £638 £650
90th Percentile £725 £750 £750
UK median daily rate £512 £513 £525
% change year-on-year -0.14% -2.38% -4.55%
Number of hourly rates quoted 2,203 923 2,285
10th Percentile £15.25 £14.20 £12.86
25th Percentile £20.50 £18.13 £15.95
Median hourly rate £45.00 £28.00 £36.50
Median % change year-on-year +60.71% -23.29% -2.67%
75th Percentile £68.00 £60.00 £61.25
90th Percentile £81.00 £75.00 £72.50
UK median hourly rate £41.94 £27.45 £36.02
% change year-on-year +52.79% -23.80% -2.64%

Probabilistic Modelling
Job Vacancy Trend in England

Historical trend showing the proportion of contract IT job postings citing Probabilistic Modelling relative to all contract IT jobs advertised in England.

Probabilistic Modelling job vacancy trend in England

Probabilistic Modelling
Daily Rate Trend in England

Contractor daily rate distribution trend for jobs in England citing Probabilistic Modelling.

Contractor daily rate distribution trend for jobs in England citing Probabilistic Modelling

Probabilistic Modelling
Daily Rate Histogram in England

Daily rate distribution for jobs citing Probabilistic Modelling in England over the 6 months to 27 May 2026.

Daily rate histogram for Probabilistic Modelling in England

Probabilistic 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 Probabilistic Modelling within the England region over the 6 months to 27 May 2026. 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 -67 6 £700 -20.00% 5
Midlands - 3 £463 - 1
East Midlands - 2 £425 - 1
West Midlands - 1 £500 -
Probabilistic Modelling
UK

Probabilistic Modelling
Co-Occurring Skills & Capabilities in England 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:

Cloud Services
1 7 (77.78%) Azure
2 1 (11.11%) Amazon S3
2 1 (11.11%) AWS
2 1 (11.11%) Power Platform
Database & Business Intelligence
1 1 (11.11%) PostgreSQL
1 1 (11.11%) Power BI
General
1 5 (55.56%) Finance
1 5 (55.56%) Telecoms
2 2 (22.22%) Analytical Skills
Job Titles
1 8 (88.89%) Data Scientist
Libraries, Frameworks & Software Standards
1 1 (11.11%) NumPy
1 1 (11.11%) Pandas
1 1 (11.11%) PyTorch
1 1 (11.11%) scikit-learn
1 1 (11.11%) SciPy
1 1 (11.11%) TensorFlow
Miscellaneous
1 2 (22.22%) SCADA
2 1 (11.11%) Algorithms
2 1 (11.11%) Distributed Systems
2 1 (11.11%) Onboarding
Processes & Methodologies
1 9 (100.00%) AI
1 9 (100.00%) Data Science
2 8 (88.89%) Machine Learning
3 7 (77.78%) Data Pipeline
3 7 (77.78%) Decision-Making
3 7 (77.78%) MLOps
3 7 (77.78%) Software Engineering
4 6 (66.67%) Computer Vision
4 6 (66.67%) Deep Learning
4 6 (66.67%) DevOps
4 6 (66.67%) ETL
4 6 (66.67%) Full-Stack Development
4 6 (66.67%) Natural Language Processing
4 6 (66.67%) Reinforcement Learning
5 5 (55.56%) Decision Intelligence
6 3 (33.33%) Analytics
7 2 (22.22%) Actionable Insight
7 2 (22.22%) Generative AI
7 2 (22.22%) Predictive Maintenance
7 2 (22.22%) Validation
Programming Languages
1 9 (100.00%) Python
2 1 (11.11%) SQL
Qualifications
1 1 (11.11%) Degree
Quality Assurance & Compliance
1 1 (11.11%) Actionable Recommendations
1 1 (11.11%) Data Quality
Systems Management
1 6 (66.67%) Kubernetes
Vendors
1 6 (66.67%) Microsoft
2 1 (11.11%) Databricks