The following table provides summary statistics for permanent job vacancies with a requirement for Stochastic Calculus skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Stochastic Calculus over the 3 months to 28 April 2017 with a comparison to the same period in the previous 2 years.

Stochastic Calculus
UK
3 months to
28 Apr 2017
Same period 2016 Same period 2015
Rank 859 945 -
Rank change year-on-year +86 -  
Permanent jobs citing Stochastic Calculus 8 13 0
As % of all permanent IT jobs advertised in the UK 0.009% 0.013% -
As % of the Processes & Methodologies category 0.010% 0.014% -
Number of salaries quoted 5 13 0
Median salary £67,500 £80,000 -
Median salary % change year-on-year -15.62% -  
UK excluding London median salary - - -

Stochastic Calculus is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 77984 91876 96681
As % of all permanent IT job vacancies advertised in the UK 89.31% 88.80% 87.12%
Number of salaries quoted 64177 76399 78045
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Stochastic Calculus
Job Vacancy Trend

The job posting trend of jobs advertised citing Stochastic Calculus as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Stochastic Calculus in the UK

Stochastic Calculus
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Stochastic Calculus.

Salary trend for Stochastic Calculus in the UK

Stochastic Calculus
Salary Histogram

The salary distribution of IT jobs citing Stochastic Calculus over the 3 months to 28 April 2017.

Salary histogram for Stochastic Calculus in the UK

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 3 months to 28 April 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +77 8 £67,500 -15.62% 1
London +58 8 £67,500 -15.62% 1
City of London - 4 £65,000 -

For the 6 months to 28 April 2017, IT jobs citing Stochastic Calculus also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Stochastic Calculus.

1 16 (100.00%) C++
1 16 (100.00%) Finance
2 15 (93.75%) Front Office
2 15 (93.75%) Risk Management
2 15 (93.75%) Mathematics
3 14 (87.50%) Validation
4 13 (81.25%) Foreign Exchange (FX)
4 13 (81.25%) Financial Modelling
4 13 (81.25%) Market Risk
5 12 (75.00%) R
5 12 (75.00%) Credit Risk
5 12 (75.00%) Credit Risk Management
5 12 (75.00%) MATLAB
5 12 (75.00%) MiFID
6 9 (56.25%) Physics
6 9 (56.25%) Degree
6 9 (56.25%) Advertising
6 9 (56.25%) EMIR
6 9 (56.25%) Dodd-Frank
7 6 (37.50%) Banking
7 6 (37.50%) Investment Banking
8 3 (18.75%) Derivative
8 3 (18.75%) QA
8 3 (18.75%) Equities
8 3 (18.75%) Project Management
8 3 (18.75%) Middleware
8 3 (18.75%) C#
8 3 (18.75%) E-Commerce
8 3 (18.75%) Java
8 3 (18.75%) Presales

Stochastic Calculus
Co-occurring IT Skills by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

General
1 16 (100.00%) Finance
2 15 (93.75%) Front Office
3 9 (56.25%) Advertising
4 6 (37.50%) Banking
4 6 (37.50%) Investment Banking
Job Titles
1 15 (93.75%) Analyst
1 15 (93.75%) Qualitative Analyst
1 15 (93.75%) Quantitative Analyst
2 8 (50.00%) Senior Analyst
2 8 (50.00%) Senior Quantitative Analyst
3 3 (18.75%) Developer
3 3 (18.75%) Quantitative Developer
4 2 (12.50%) Analyst Developer
4 2 (12.50%) C++ Developer
4 2 (12.50%) C++ Quantitative Developer
4 2 (12.50%) Quantitative Analyst Developer
5 1 (6.25%) Analytics Developer
5 1 (6.25%) C++ Analyst Developer
5 1 (6.25%) Developer Analyst
5 1 (6.25%) Financial Analyst
5 1 (6.25%) QA Analyst
Libraries, Frameworks & Software Standards
1 3 (18.75%) Middleware
Miscellaneous
1 13 (81.25%) Foreign Exchange (FX)
1 13 (81.25%) Market Risk
2 12 (75.00%) Credit Risk
3 3 (18.75%) Derivative
3 3 (18.75%) Equities
3 3 (18.75%) Fintech
3 3 (18.75%) Hedge funds
4 2 (12.50%) Fixed Income
Processes & Methodologies
1 15 (93.75%) Mathematics
1 15 (93.75%) Risk Management
2 14 (87.50%) Validation
3 13 (81.25%) Financial Modelling
4 12 (75.00%) Credit Risk Management
5 9 (56.25%) Physics
6 3 (18.75%) E-Commerce
6 3 (18.75%) Presales
6 3 (18.75%) Process Improvement
6 3 (18.75%) Project Management
6 3 (18.75%) Stress Testing
7 2 (12.50%) Analytics
7 2 (12.50%) Regulatory Compliance
8 1 (6.25%) Coaching
8 1 (6.25%) Risk Analytics
Programming Languages
1 16 (100.00%) C++
2 12 (75.00%) MATLAB
2 12 (75.00%) R
3 3 (18.75%) C#
3 3 (18.75%) Java
4 1 (6.25%) Python
4 1 (6.25%) SQL
4 1 (6.25%) VBA
Qualifications
1 9 (56.25%) Degree
Quality Assurance & Compliance
1 12 (75.00%) MiFID
2 9 (56.25%) Dodd-Frank
2 9 (56.25%) EMIR
3 3 (18.75%) Basel III
3 3 (18.75%) QA