Probabilistic Modelling Contract Job Trends

Probabilistic Modelling
UK

The table below provides summary statistics and contractor rates for jobs 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 619 516 573
Rank change year-on-year -103 +57 -
Contract jobs citing Probabilistic Modelling 9 6 7
As % of all contract jobs in the UK 0.018% 0.021% 0.016%
As % of the Processes & Methodologies category 0.022% 0.023% 0.019%
Number of daily rates quoted 5 3 2
10th Percentile £448 £678 £645
25th Percentile £500 £738 £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 excluding London median daily rate £463 £675 -
% change year-on-year -31.48% - -

All Process & 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 41,181 26,010 36,599
As % of all contract IT jobs advertised in the UK 84.50% 91.03% 85.78%
Number of daily rates quoted 25,765 16,696 23,578
10th Percentile £325 £303 £300
25th Percentile £413 £409 £413
Median daily rate (50th Percentile) £512 £513 £525
Median % change year-on-year -0.14% -2.38% -4.55%
75th Percentile £613 £625 £638
90th Percentile £725 £738 £750
UK excluding London median daily rate £500 £475 £500
% change year-on-year +5.26% -5.00% -
Number of hourly rates quoted 2,462 1,066 2,486
10th Percentile £14.68 £14.20 £12.75
25th Percentile £19.73 £17.92 £16.00
Median hourly rate £41.94 £27.45 £36.02
Median % change year-on-year +52.79% -23.80% -2.64%
75th Percentile £67.50 £57.50 £60.00
90th Percentile £80.05 £75.00 £72.50
UK excluding London median hourly rate £42.69 £25.15 £37.75
% change year-on-year +69.72% -33.38% +7.86%

Probabilistic Modelling
Job Vacancy Trend

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

Probabilistic Modelling job vacancy trend in the UK

Probabilistic Modelling
Daily Rate Trend

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

Contractor daily rate distribution trend for jobs in the UK citing Probabilistic Modelling

Probabilistic Modelling
Daily Rate Histogram

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

Daily rate histogram for Probabilistic Modelling in the UK

Probabilistic Modelling
Top 7 Contract Job 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 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
England -118 9 £700 -20.00% 12
London -67 6 £700 -20.00% 5
UK excluding London -110 3 £463 -31.48% 7
Midlands - 3 £463 - 1
East Midlands - 2 £425 - 1
West Midlands - 1 £500 -
Work from Home - 1 - - 6

Probabilistic Modelling
Co-Occurring Skills & Capabilities 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%) Signal Processing
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