The table below looks at the statistics for Stochastic Calculus skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Stochastic Calculus over the 3 months to 1 October 2016 with a comparison to the same period over the previous 2 years.

3 months to
1 Oct 2016
Same period 2015 Same period 2014
Stochastic Calculus
Rank 876 955 975
Rank change year-on-year
+79 +20
Permanent jobs citing Stochastic Calculus 14 8 4
As % of all permanent IT jobs located in the UK 0.015% 0.007% 0.004%
As % of the Processes & Methodologies category 0.017% 0.008% 0.004%
Number of salaries quoted 14 2 1
Median salary £77,500 £162,500 £100,000
Median salary % change year-on-year
-52.30% +62.49%
UK excluding London median salary £77,500 £125,000 -
% change year-on-year
-37.99% -

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
82940 95208 97348
As % of all permanent IT jobs located in the UK 88.24% 87.52% 85.32%
Number of salaries quoted 69058 78708 77913
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £30,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Stochastic Calculus
Jobs Demand Trend

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

Stochastic Calculus Jobs Demand Trend 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 within the UK.

Stochastic Calculus Salary Trend in the UK

Stochastic Calculus
Salary Histogram

This chart provides a salary histogram for IT jobs citing Stochastic Calculus over the 3 months to 1 October 2016 within the UK.

Stochastic Calculus Salary Histogram 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 1 October 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
England +62 14 £77,500 -52.30%
London +66 12 £76,250 -61.87%
City of London +56 6 £76,250 -61.87%

Stochastic Calculus
Top 30 Related IT Skills

For the 6 months to 1 October 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 with a requirement for Stochastic Calculus.

1 23 (92.00%) Finance
2 22 (88.00%) C++
3 20 (80.00%) Degree
4 14 (56.00%) Risk Management
4 14 (56.00%) Python
5 13 (52.00%) Physics
6 12 (48.00%) Analytics
6 12 (48.00%) Time Series Analysis
7 11 (44.00%) Foreign Exchange (FX)
8 9 (36.00%) Data Mining
8 9 (36.00%) Numerical Analysis
8 9 (36.00%) Machine Learning
8 9 (36.00%) Algorithms
9 8 (32.00%) Code Optimisation
9 8 (32.00%) Market Risk
9 8 (32.00%) Computer Science
9 8 (32.00%) Statistics
9 8 (32.00%) Front Office
10 7 (28.00%) Validation
10 7 (28.00%) Statistical Analysis
10 7 (28.00%) Mathematics
11 6 (24.00%) Visualisation
11 6 (24.00%) MiFID
11 6 (24.00%) Credit Risk
11 6 (24.00%) Advertising
11 6 (24.00%) EMIR
11 6 (24.00%) Dodd-Frank
11 6 (24.00%) Credit Risk Management
12 5 (20.00%) Analytical Skills
12 5 (20.00%) STL

Stochastic Calculus
Top Related 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:

Database & Business Intelligence
1 9 (36.00%) Data Mining
2 1 (4.00%) KDB
2 1 (4.00%) MongoDB
2 1 (4.00%) PostgreSQL
Development Applications
1 2 (8.00%) Git (software)
General
1 23 (92.00%) Finance
2 8 (32.00%) Front Office
3 6 (24.00%) Advertising
4 2 (8.00%) Banking
4 2 (8.00%) Investment Banking
5 1 (4.00%) Financial Institution
Job Titles
1 20 (80.00%) Developer
2 19 (76.00%) Quantitative Developer
3 6 (24.00%) Analyst
3 6 (24.00%) C++ Developer
3 6 (24.00%) Qualitative Analyst
3 6 (24.00%) Quantitative Analyst
4 5 (20.00%) C++ Quantitative Developer
5 4 (16.00%) Senior Analyst
5 4 (16.00%) Senior Quantitative Analyst
6 3 (12.00%) Analyst Developer
6 3 (12.00%) Quantitative Analyst Developer
6 3 (12.00%) Senior Analyst Developer
6 3 (12.00%) Senior Developer
6 3 (12.00%) Senior Quantitative Developer
7 2 (8.00%) Junior
7 2 (8.00%) Junior Developer
7 2 (8.00%) Junior Quantitative Developer
7 2 (8.00%) Python Developer
8 1 (4.00%) Financial Analyst
8 1 (4.00%) Head of Analysis
Libraries, Frameworks & Software Standards
1 5 (20.00%) Boost C++ Libraries
1 5 (20.00%) STL
2 2 (8.00%) NumPy
2 2 (8.00%) Pandas
2 2 (8.00%) SciPy
2 2 (8.00%) XML
Miscellaneous
1 13 (52.00%) Physics
2 11 (44.00%) Foreign Exchange (FX)
3 9 (36.00%) Algorithms
4 8 (32.00%) Computer Science
4 8 (32.00%) Market Risk
4 8 (32.00%) Statistics
5 7 (28.00%) Mathematics
6 6 (24.00%) Credit Risk
6 6 (24.00%) Visualisation
7 5 (20.00%) Analytical Skills
8 4 (16.00%) Derivative
8 4 (16.00%) Hedge funds
9 3 (12.00%) Fintech
9 3 (12.00%) Swaptions
10 2 (8.00%) Equities
11 1 (4.00%) CUDA
11 1 (4.00%) Interest Rate Derivative
Processes & Methodologies
1 14 (56.00%) Risk Management
2 12 (48.00%) Analytics
2 12 (48.00%) Time Series Analysis
3 9 (36.00%) Machine Learning
3 9 (36.00%) Numerical Analysis
4 8 (32.00%) Code Optimisation
5 7 (28.00%) Statistical Analysis
5 7 (28.00%) Validation
6 6 (24.00%) Credit Risk Management
7 3 (12.00%) Prototyping
7 3 (12.00%) Rapid Prototyping
8 2 (8.00%) Complexity Analysis
8 2 (8.00%) Functional Programming
8 2 (8.00%) Monte Carlo Method
8 2 (8.00%) Multithreading
8 2 (8.00%) OO
8 2 (8.00%) Presales
8 2 (8.00%) Quantitative Finance
9 1 (4.00%) Benchmarking
9 1 (4.00%) Systematic Trading
Programming Languages
1 22 (88.00%) C++
2 14 (56.00%) Python
3 4 (16.00%) Java
3 4 (16.00%) MATLAB
4 3 (12.00%) R
5 1 (4.00%) SQL
Qualifications
1 20 (80.00%) Degree
2 2 (8.00%) PhD
Quality Assurance & Compliance
1 6 (24.00%) Dodd-Frank
1 6 (24.00%) EMIR
1 6 (24.00%) MiFID
2 5 (20.00%) QA