Stochastic Calculus Job Trends

Stochastic Calculus
UK

The table below provides summary statistics and salary benchmarking for jobs requiring Stochastic Calculus skills. It covers permanent job vacancies from the 6 months leading up to 15 January 2026, with comparisons to the same periods in the previous two years.

6 months to
15 Jan 2026
Same period 2025 Same period 2024
Rank 646 706 711
Rank change year-on-year +60 +5 +324
Permanent jobs citing Stochastic Calculus 3 5 2
As % of all permanent jobs in the UK 0.005% 0.009% 0.004%
As % of the Processes & Methodologies category 0.006% 0.010% 0.004%
Number of salaries quoted 1 3 1
10th Percentile - £95,000 -
25th Percentile - £96,875 £88,750
Median annual salary (50th Percentile) £150,000 £110,000 £92,500
Median % change year-on-year +36.36% +18.92% +5.71%
75th Percentile - £120,000 £96,250
90th Percentile - - -
UK excluding London median annual salary - - -

All Process & Methodology Skills
UK

Stochastic Calculus falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 48,808 48,616 49,870
As % of all permanent jobs advertised in the UK 80.95% 90.71% 89.93%
Number of salaries quoted 28,796 23,669 37,967
10th Percentile £28,500 £35,000 £31,250
25th Percentile £37,500 £45,000 £42,500
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - -4.00%
75th Percentile £75,000 £80,000 £77,715
90th Percentile £95,000 £100,000 £97,500
UK excluding London median annual salary £50,000 £55,000 £51,971
% change year-on-year -9.09% +5.83% -5.51%

Stochastic Calculus
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing Stochastic Calculus relative to all permanent IT jobs advertised.

Stochastic Calculus job vacancy trend in the UK

Stochastic Calculus
Salary Trend

Salary distribution trend for jobs in the UK citing Stochastic Calculus.

Salary distribution trend for jobs in the UK citing Stochastic Calculus

Stochastic Calculus
Top 3 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Stochastic Calculus within the UK over the 6 months to 15 January 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
London +62 3 £150,000 +36.36%
England +58 3 £150,000 +36.36%
Work from Home - 1 £150,000 -

Stochastic Calculus
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:

General
1 2 (66.67%) Finance
1 2 (66.67%) Inclusion and Diversity
2 1 (33.33%) Banking
2 1 (33.33%) Front Office
Job Titles
1 2 (66.67%) Analyst
1 2 (66.67%) Credit Analyst
1 2 (66.67%) Credit Risk Analyst
1 2 (66.67%) Qualitative Analyst
1 2 (66.67%) Quantitative Analyst
1 2 (66.67%) Quantitative Risk Analyst
1 2 (66.67%) Risk Analyst
2 1 (33.33%) C++ Developer
2 1 (33.33%) Developer
Miscellaneous
1 2 (66.67%) Credit Risk
1 2 (66.67%) Market Risk
2 1 (33.33%) Derivative
2 1 (33.33%) Interest Rate Derivative
Processes & Methodologies
1 3 (100.00%) Mathematics
1 3 (100.00%) Risk Management
2 2 (66.67%) Business Development
2 2 (66.67%) Credit Risk Modelling
2 2 (66.67%) Machine Learning
2 2 (66.67%) Model Validation
2 2 (66.67%) Quantitative Finance
2 2 (66.67%) Quantitative Risk Management
2 2 (66.67%) Statistics
2 2 (66.67%) Stress Testing
2 2 (66.67%) Validation
3 1 (33.33%) Analytics
3 1 (33.33%) Computer Science
3 1 (33.33%) Monte Carlo Method
3 1 (33.33%) Physics
3 1 (33.33%) PnL Attribution
3 1 (33.33%) Pricing Analytics
3 1 (33.33%) Software Engineering
Programming Languages
1 3 (100.00%) Python
2 2 (66.67%) C
2 2 (66.67%) R
3 1 (33.33%) C++
Qualifications
1 3 (100.00%) Degree
1 3 (100.00%) Master's Degree
2 1 (33.33%) Numerate Degree
2 1 (33.33%) PhD
Quality Assurance & Compliance
1 2 (66.67%) IFRS
1 2 (66.67%) IFRS 9