Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Monte Carlo Method skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Monte Carlo Method over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Monte Carlo Simulation
England > London
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 803 822 846
Rank change year-on-year +19 +24 -13
Permanent jobs citing Monte Carlo Method 35 20 71
As % of all permanent IT jobs advertised in London 0.047% 0.026% 0.080%
As % of the Processes & Methodologies category 0.051% 0.029% 0.089%
Number of salaries quoted 35 16 36
London median annual salary £102,500 £62,500 £62,500
Median salary % change year-on-year +64.00% - -13.79%
10th Percentile £56,000 £52,500 £40,000
90th Percentile £130,000 £108,750 £101,250
England median annual salary £90,000 £55,000 £62,500
% change year-on-year +63.64% -12.00% -7.41%

Monte Carlo Method is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 68735 68760 79859
As % of all permanent IT jobs advertised in London 91.61% 90.69% 89.57%
Number of salaries quoted 52944 59134 67322
London median annual salary £60,000 £58,500 £55,000
Median salary % change year-on-year +2.56% +6.36% -
10th Percentile £35,000 £33,750 £33,173
90th Percentile £90,000 £88,750 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Monte Carlo Method
Job Vacancy Trend in London

Job postings citing Monte Carlo Method as a percentage of all IT jobs advertised in London.

Job vacancy trend for Monte Carlo Method in London

Monte Carlo Method
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Monte Carlo Method in London.

Salary trend for Monte Carlo Method in London

Monte Carlo Method
Salary Histogram in London

The salary distribution of IT jobs citing Monte Carlo Method in London over the 6 months to 24 November 2017.

Salary histogram for Monte Carlo Method in London

Monte Carlo Method
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Monte Carlo Method within the London region over the 6 months to 24 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +19 12 £90,000 +46.94% 2
Monte Carlo Method
England

For the 6 months to 24 November 2017, IT jobs citing Monte Carlo Method 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 Monte Carlo Method.

1 29 (82.86%) Finance
2 20 (57.14%) Mathematics
3 18 (51.43%) C++
4 17 (48.57%) Validation
4 17 (48.57%) Banking
4 17 (48.57%) Stochastic Calculus
5 16 (45.71%) Statistics
5 16 (45.71%) Front Office
6 15 (42.86%) Risk Management
6 15 (42.86%) Investment Banking
7 14 (40.00%) SQL
8 11 (31.43%) QA
8 11 (31.43%) Python
9 10 (28.57%) Physics
9 10 (28.57%) Derivative
10 8 (22.86%) PhD
11 7 (20.00%) Fintech
12 6 (17.14%) Deep Learning
12 6 (17.14%) Machine Learning
13 5 (14.29%) Natural Language Processing
13 5 (14.29%) Change Control
13 5 (14.29%) Data Quality
13 5 (14.29%) Bioinformatics
13 5 (14.29%) Theano
13 5 (14.29%) TensorFlow
13 5 (14.29%) Bayesian Methods
13 5 (14.29%) Keras
13 5 (14.29%) VBA
13 5 (14.29%) PostgreSQL
13 5 (14.29%) Financial Institution

Monte Carlo Method
Co-occurring 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:

Application Platforms
1 1 (2.86%) Apache Spark
Applications
1 4 (11.43%) Microsoft Excel
2 1 (2.86%) Doxygen
2 1 (2.86%) LaTeX
Business Applications
1 4 (11.43%) ReMetrica
Cloud Services
1 1 (2.86%) Amazon AWS
1 1 (2.86%) Azure Machine Learning
1 1 (2.86%) Microsoft Azure
Database & Business Intelligence
1 5 (14.29%) PostgreSQL
2 1 (2.86%) Hadoop
2 1 (2.86%) NoSQL
2 1 (2.86%) SQL Server
Development Applications
1 2 (5.71%) Git (software)
2 1 (2.86%) Bitbucket
2 1 (2.86%) Subversion
General
1 29 (82.86%) Finance
2 17 (48.57%) Banking
3 16 (45.71%) Front Office
4 15 (42.86%) Investment Banking
5 5 (14.29%) Financial Institution
6 4 (11.43%) Advertising
6 4 (11.43%) Back Office
Job Titles
1 18 (51.43%) Developer
2 17 (48.57%) Analyst
3 16 (45.71%) Qualitative Analyst
3 16 (45.71%) Quantitative Analyst
4 13 (37.14%) Quantitative Developer
5 12 (34.29%) C++ Developer
5 12 (34.29%) C++ Quantitative Developer
6 9 (25.71%) Analyst Developer
6 9 (25.71%) C++ Analyst Developer
6 9 (25.71%) Quantitative Analyst Developer
7 5 (14.29%) Data Scientist
8 4 (11.43%) SQL Developer
9 2 (5.71%) Junior
9 2 (5.71%) Risk Analyst
10 1 (2.86%) Business Analyst
10 1 (2.86%) Credit Analyst
10 1 (2.86%) Credit Risk Business Analyst
10 1 (2.86%) Java Developer
10 1 (2.86%) Senior Analyst
10 1 (2.86%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 5 (14.29%) Keras
1 5 (14.29%) Natural Language Processing
1 5 (14.29%) TensorFlow
1 5 (14.29%) Theano
2 4 (11.43%) .NET
3 2 (5.71%) Boost C++ Libraries
3 2 (5.71%) STL
Miscellaneous
1 10 (28.57%) Derivative
2 7 (20.00%) Fintech
3 5 (14.29%) Computer Science
3 5 (14.29%) Foreign Exchange (FX)
4 4 (11.43%) Algorithms
4 4 (11.43%) Equities
4 4 (11.43%) Hedge funds
4 4 (11.43%) Management Information System
4 4 (11.43%) Reinsurance
4 4 (11.43%) Swaptions
5 3 (8.57%) Fixed Income
6 1 (2.86%) Analytical Skills
6 1 (2.86%) Credit Risk
6 1 (2.86%) Data Structures
6 1 (2.86%) Equity Derivative
Operating Systems
1 4 (11.43%) Windows
Processes & Methodologies
1 20 (57.14%) Mathematics
2 17 (48.57%) Stochastic Calculus
2 17 (48.57%) Validation
3 16 (45.71%) Statistics
4 15 (42.86%) Risk Management
5 10 (28.57%) Physics
6 6 (17.14%) Deep Learning
6 6 (17.14%) Machine Learning
7 5 (14.29%) Bayesian Methods
7 5 (14.29%) Bioinformatics
7 5 (14.29%) Change Control
8 4 (11.43%) Catastrophe Modelling
8 4 (11.43%) Financial Analysis
8 4 (11.43%) Greeks
8 4 (11.43%) Portfolio Management
8 4 (11.43%) Project Management
8 4 (11.43%) Software Engineering
9 3 (8.57%) Asset Management
9 3 (8.57%) Fund Management
9 3 (8.57%) Stress Testing
Programming Languages
1 18 (51.43%) C++
2 14 (40.00%) SQL
3 11 (31.43%) Python
4 5 (14.29%) VBA
5 4 (11.43%) R
6 2 (5.71%) C#
6 2 (5.71%) Java
6 2 (5.71%) MATLAB
7 1 (2.86%) PL/SQL
7 1 (2.86%) PowerShell
7 1 (2.86%) Scala
7 1 (2.86%) T-SQL
Qualifications
1 8 (22.86%) PhD
2 3 (8.57%) Degree
Quality Assurance & Compliance
1 11 (31.43%) QA
2 5 (14.29%) Data Quality
Vendors
1 1 (2.86%) Oracle