The table below looks at the statistics for Stochastic Calculus skills in IT jobs advertised for the England region. 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 843 914 947
Rank change year-on-year
+71 +33
Permanent jobs citing Stochastic Calculus 6 30 4
As % of all permanent IT jobs located in England 0.007% 0.030% 0.004%
As % of the Processes & Methodologies category 0.008% 0.034% 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 -
Stochastic Calculus
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
74415 87909 91065
As % of all permanent IT jobs located in England 88.09% 87.49% 85.71%
Number of salaries quoted 61823 73473 75466
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year
- +2.04%
90% offered a salary of more than £32,500 £32,500 £31,500
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 in England

The demand trend of job ads across the England 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 England

Stochastic Calculus
Salary Trend in England

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

Stochastic Calculus Salary Trend in England

Stochastic Calculus
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Stochastic Calculus across the England region over the 3 months to 7 December 2016.

Stochastic Calculus Salary Histogram in England

Stochastic Calculus
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Stochastic Calculus within the England region 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
London +37 6 £92,500 +51.02% 1
Stochastic Calculus
UK

Stochastic Calculus
Top 30 Related IT Skills in England

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 across the England region 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 in England 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