The table below looks at the statistics for Stochastic Calculus skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Stochastic Calculus over the 3 months to 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Stochastic Calculus
Rank 604 645 663
Rank change year-on-year
+41 +18
Permanent jobs citing Stochastic Calculus 14 15 10
As % of all permanent IT jobs located in London 0.036% 0.035% 0.022%
As % of the Processes & Methodologies category 0.040% 0.039% 0.025%
Number of salaries quoted 14 9 6
Median salary £83,750 £100,000 £95,000
Median salary % change year-on-year
-16.25% +5.26%
UK excluding London median salary £77,500 - -
Stochastic Calculus
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
35199 38278 40360
As % of all permanent IT jobs located in London 89.84% 88.26% 87.04%
Number of salaries quoted 30501 32260 33268
Median salary £60,000 £58,000 £55,000
Median salary % change year-on-year
+3.44% +5.45%
90% offered a salary of more than £40,000 £37,500 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Stochastic Calculus
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Stochastic Calculus as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Stochastic Calculus Jobs Demand Trend in London

Stochastic Calculus
Salary Trend in London

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

Stochastic Calculus Salary Trend in London

Stochastic Calculus
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Stochastic Calculus across the London region over the 3 months to 30 August 2016.

Stochastic Calculus Salary Histogram in London

Stochastic Calculus
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Stochastic Calculus within the London region over the 3 months to 30 August 2016. 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
(Click see detailed
statistics and trends)
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
City of London +61 4 £72,500 -9.37%
Stochastic Calculus
England

Stochastic Calculus
Top 30 Related IT Skills in London

For the 6 months to 30 August 2016, 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 across the London region with a requirement for Stochastic Calculus.

1 21 (87.50%) C++
2 20 (83.33%) Finance
3 19 (79.17%) Degree
4 16 (66.67%) Python
5 14 (58.33%) Time Series Analysis
6 13 (54.17%) Analytics
7 11 (45.83%) Machine Learning
7 11 (45.83%) Data Mining
7 11 (45.83%) Risk Management
7 11 (45.83%) Algorithms
8 10 (41.67%) Physics
8 10 (41.67%) Computer Science
9 9 (37.50%) Numerical Analysis
9 9 (37.50%) Code Optimisation
10 8 (33.33%) Front Office
10 8 (33.33%) Foreign Exchange (FX)
10 8 (33.33%) Visualisation
11 7 (29.17%) Hedge funds
11 7 (29.17%) Statistical Analysis
11 7 (29.17%) Statistics
12 5 (20.83%) Derivative
12 5 (20.83%) Java
12 5 (20.83%) STL
12 5 (20.83%) Analytical Skills
12 5 (20.83%) Boost C++ Libraries
12 5 (20.83%) Market Risk
12 5 (20.83%) QA
13 4 (16.67%) CUDA
13 4 (16.67%) MATLAB
13 4 (16.67%) Validation

Stochastic Calculus
Top Related IT Skills in London 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:

Database & Business Intelligence
1 11 (45.83%) Data Mining
Development Applications
1 2 (8.33%) Git (software)
General
1 20 (83.33%) Finance
2 8 (33.33%) Front Office
3 3 (12.50%) Advertising
4 2 (8.33%) Banking
4 2 (8.33%) Investment Banking
Job Titles
1 21 (87.50%) Developer
2 19 (79.17%) Quantitative Developer
3 9 (37.50%) C++ Developer
4 7 (29.17%) C++ Quantitative Developer
5 5 (20.83%) Python Developer
6 4 (16.67%) Analyst
6 4 (16.67%) Qualitative Analyst
6 4 (16.67%) Quantitative Analyst
7 2 (8.33%) Junior
7 2 (8.33%) Junior Developer
7 2 (8.33%) Junior Quantitative Developer
7 2 (8.33%) Senior Analyst
7 2 (8.33%) Senior Quantitative Analyst
8 1 (4.17%) Analyst Developer
8 1 (4.17%) Financial Analyst
8 1 (4.17%) Quantitative Analyst Developer
8 1 (4.17%) Senior Analyst Developer
8 1 (4.17%) Senior Developer
8 1 (4.17%) Senior Quantitative Developer
Libraries, Frameworks & Software Standards
1 5 (20.83%) Boost C++ Libraries
1 5 (20.83%) STL
2 2 (8.33%) NumPy
2 2 (8.33%) Pandas
2 2 (8.33%) SciPy
2 2 (8.33%) XML
Miscellaneous
1 11 (45.83%) Algorithms
2 10 (41.67%) Computer Science
2 10 (41.67%) Physics
3 8 (33.33%) Foreign Exchange (FX)
3 8 (33.33%) Visualisation
4 7 (29.17%) Hedge funds
4 7 (29.17%) Statistics
5 5 (20.83%) Analytical Skills
5 5 (20.83%) Derivative
5 5 (20.83%) Market Risk
6 4 (16.67%) CUDA
7 3 (12.50%) Credit Risk
7 3 (12.50%) Mathematics
7 3 (12.50%) Swaptions
8 2 (8.33%) Equities
8 2 (8.33%) Fintech
9 1 (4.17%) Credit Derivative
9 1 (4.17%) Interest Rate Derivative
Processes & Methodologies
1 14 (58.33%) Time Series Analysis
2 13 (54.17%) Analytics
3 11 (45.83%) Machine Learning
3 11 (45.83%) Risk Management
4 9 (37.50%) Code Optimisation
4 9 (37.50%) Numerical Analysis
5 7 (29.17%) Statistical Analysis
6 4 (16.67%) Validation
7 3 (12.50%) Credit Risk Management
7 3 (12.50%) Prototyping
7 3 (12.50%) Rapid Prototyping
8 2 (8.33%) Complexity Analysis
8 2 (8.33%) Data Analysis
8 2 (8.33%) Functional Programming
8 2 (8.33%) Investment Management
8 2 (8.33%) Monte Carlo Method
8 2 (8.33%) Multithreading
8 2 (8.33%) OO
8 2 (8.33%) Presales
8 2 (8.33%) Quantitative Finance
Programming Languages
1 21 (87.50%) C++
2 16 (66.67%) Python
3 5 (20.83%) Java
4 4 (16.67%) MATLAB
5 3 (12.50%) R
Qualifications
1 19 (79.17%) Degree
2 2 (8.33%) PhD
Quality Assurance & Compliance
1 5 (20.83%) QA
2 3 (12.50%) Dodd-Frank
2 3 (12.50%) EMIR
2 3 (12.50%) MiFID