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 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Stochastic Calculus
Rank 870 955 971
Rank change year-on-year
+85 +16
Permanent jobs citing Stochastic Calculus 6 30 4
As % of all permanent IT jobs located in the UK 0.007% 0.028% 0.004%
As % of the Processes & Methodologies category 0.008% 0.032% 0.004%
Number of salaries quoted 6 29 2
Median salary £92,500 £62,500 £81,250
Median salary % change year-on-year
+48.00% -23.07%
90% offered a salary of more than £78,750 £50,000 £66,250
10% offered a salary of more than £100,000 £70,000 £96,250
UK excluding London median salary - £125,000 -

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
79346 93895 96993
As % of all permanent IT jobs located in the UK 88.09% 87.52% 85.72%
Number of salaries quoted 65361 77586 79710
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 £31,028
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 7 December 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 7 December 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 +71 6 £92,500 +48.00% 1
London +37 6 £92,500 +51.02% 1
City of London +37 4 £87,500 -56.25%

Stochastic Calculus
Top 30 Related IT Skills

For the 6 months to 7 December 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 22 (95.65%) Finance
2 21 (91.30%) C++
3 20 (86.96%) Degree
4 19 (82.61%) Risk Management
5 18 (78.26%) Physics
6 16 (69.57%) Foreign Exchange (FX)
7 13 (56.52%) Front Office
8 11 (47.83%) Numerical Analysis
8 11 (47.83%) Market Risk
9 10 (43.48%) Mathematics
9 10 (43.48%) Statistics
9 10 (43.48%) Python
9 10 (43.48%) Validation
10 9 (39.13%) Advertising
10 9 (39.13%) Statistical Analysis
10 9 (39.13%) MiFID
10 9 (39.13%) Credit Risk
10 9 (39.13%) Analytics
10 9 (39.13%) EMIR
10 9 (39.13%) Dodd-Frank
10 9 (39.13%) Credit Risk Management
11 8 (34.78%) Time Series Analysis
11 8 (34.78%) R
11 8 (34.78%) MATLAB
12 7 (30.43%) STL
12 7 (30.43%) QA
12 7 (30.43%) Boost C++ Libraries
12 7 (30.43%) Analytical Skills
13 6 (26.09%) Derivative
14 5 (21.74%) Rapid Prototyping

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 2 (8.70%) Data Mining
2 1 (4.35%) KDB
2 1 (4.35%) MongoDB
2 1 (4.35%) PostgreSQL
Development Applications
1 2 (8.70%) Git (software)
General
1 22 (95.65%) Finance
2 13 (56.52%) Front Office
3 9 (39.13%) Advertising
4 2 (8.70%) Banking
4 2 (8.70%) Investment Banking
5 1 (4.35%) Financial Institution
Job Titles
1 15 (65.22%) Developer
1 15 (65.22%) Quantitative Developer
2 9 (39.13%) Analyst
2 9 (39.13%) Qualitative Analyst
2 9 (39.13%) Quantitative Analyst
3 7 (30.43%) C++ Developer
3 7 (30.43%) C++ Quantitative Developer
3 7 (30.43%) Senior Analyst
3 7 (30.43%) Senior Quantitative Analyst
4 3 (13.04%) Analyst Developer
4 3 (13.04%) Quantitative Analyst Developer
4 3 (13.04%) Senior Analyst Developer
4 3 (13.04%) Senior Developer
4 3 (13.04%) Senior Quantitative Developer
5 2 (8.70%) C# Developer
5 2 (8.70%) C# Quant Developer
5 2 (8.70%) Junior
5 2 (8.70%) Junior Developer
5 2 (8.70%) Junior Quantitative Developer
5 2 (8.70%) Python Developer
Libraries, Frameworks & Software Standards
1 7 (30.43%) Boost C++ Libraries
1 7 (30.43%) STL
2 2 (8.70%) NumPy
2 2 (8.70%) Pandas
2 2 (8.70%) SciPy
2 2 (8.70%) XML
Miscellaneous
1 18 (78.26%) Physics
2 16 (69.57%) Foreign Exchange (FX)
3 11 (47.83%) Market Risk
4 10 (43.48%) Mathematics
4 10 (43.48%) Statistics
5 9 (39.13%) Credit Risk
6 7 (30.43%) Analytical Skills
7 6 (26.09%) Derivative
8 3 (13.04%) Algorithms
8 3 (13.04%) Fintech
8 3 (13.04%) Swaptions
9 2 (8.70%) Computer Science
9 2 (8.70%) Equities
9 2 (8.70%) Hedge funds
10 1 (4.35%) Interest Rate Derivative
10 1 (4.35%) Visualisation
Processes & Methodologies
1 19 (82.61%) Risk Management
2 11 (47.83%) Numerical Analysis
3 10 (43.48%) Validation
4 9 (39.13%) Analytics
4 9 (39.13%) Credit Risk Management
4 9 (39.13%) Statistical Analysis
5 8 (34.78%) Time Series Analysis
6 5 (21.74%) Prototyping
6 5 (21.74%) Rapid Prototyping
7 3 (13.04%) Financial Modelling
8 2 (8.70%) Complexity Analysis
8 2 (8.70%) Creative Problem-Solving
8 2 (8.70%) Functional Programming
8 2 (8.70%) Machine Learning
8 2 (8.70%) Monte Carlo Method
8 2 (8.70%) Multithreading
8 2 (8.70%) Presales
8 2 (8.70%) Quantitative Finance
9 1 (4.35%) Code Optimisation
9 1 (4.35%) Systematic Trading
Programming Languages
1 21 (91.30%) C++
2 10 (43.48%) Python
3 8 (34.78%) MATLAB
3 8 (34.78%) R
4 4 (17.39%) Java
5 2 (8.70%) C#
6 1 (4.35%) SQL
Qualifications
1 20 (86.96%) Degree
2 2 (8.70%) PhD
Quality Assurance & Compliance
1 9 (39.13%) Dodd-Frank
1 9 (39.13%) EMIR
1 9 (39.13%) MiFID
2 7 (30.43%) QA