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 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Monte Carlo Simulation
England / London
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 586 619 637
Rank change year-on-year +33 +18  
Permanent jobs citing Monte Carlo Method 27 19 33
As % of all permanent IT jobs advertised in London 0.073% 0.048% 0.074%
As % of the Processes & Methodologies category 0.080% 0.053% 0.083%
Number of salaries quoted 25 17 23
Median salary £90,000 £80,000 £65,000
Median salary % change year-on-year +12.50% +23.07%  
90% offered a salary of more than £49,400 £72,000 £46,500
10% offered a salary of more than £130,000 £94,000 £74,000
UK excluding London median salary £40,000 £65,000 £51,250
% change year-on-year -38.46% +26.82%  

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

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 33547 35737 39897
As % of all permanent IT job vacancies advertised in London 91.07% 90.55% 88.99%
Number of salaries quoted 26755 30975 33510
Median salary £60,500 £60,000 £57,500
Median salary % change year-on-year +0.83% +4.34%  
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Monte Carlo Method
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Monte Carlo Method as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

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 3 months to 26 June 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 3 months to 26 June 2017. 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 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 +31 6 £95,000 +40.74%
Westminster - 6 £90,000 -
Monte Carlo Method
England

For the 6 months to 26 June 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 41 (80.39%) Finance
2 23 (45.10%) Python
3 20 (39.22%) Statistics
4 19 (37.25%) Microsoft Excel
5 16 (31.37%) SQL
5 16 (31.37%) Machine Learning
6 13 (25.49%) Microsoft PowerPoint
6 13 (25.49%) Microsoft Office
6 13 (25.49%) PhD
7 11 (21.57%) Stakeholder Management
7 11 (21.57%) Banking
8 10 (19.61%) PostgreSQL
8 10 (19.61%) Front Office
8 10 (19.61%) Risk Management
8 10 (19.61%) Project Planning
8 10 (19.61%) Stochastic Calculus
8 10 (19.61%) Basel III
8 10 (19.61%) Bayesian Methods
8 10 (19.61%) Mentoring
8 10 (19.61%) Target Operating Model
9 9 (17.65%) Deep Learning
9 9 (17.65%) Fintech
9 9 (17.65%) Analytics
9 9 (17.65%) Mathematics
10 8 (15.69%) Bioinformatics
10 8 (15.69%) Change Control
10 8 (15.69%) Natural Language Processing
10 8 (15.69%) TensorFlow
10 8 (15.69%) Keras
10 8 (15.69%) Algorithms

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 4 (7.84%) Apache Spark
2 2 (3.92%) Apache Pig
3 1 (1.96%) Jupyter
3 1 (1.96%) SAS
3 1 (1.96%) Tornado
Applications
1 19 (37.25%) Microsoft Excel
2 13 (25.49%) Microsoft Office
2 13 (25.49%) Microsoft PowerPoint
Cloud Services
1 2 (3.92%) Amazon AWS
2 1 (1.96%) Azure Machine Learning
2 1 (1.96%) Microsoft Azure
Database & Business Intelligence
1 10 (19.61%) PostgreSQL
2 6 (11.76%) Big Data
3 5 (9.80%) Hadoop
4 4 (7.84%) NoSQL
5 2 (3.92%) Data Mining
5 2 (3.92%) HBase
5 2 (3.92%) MongoDB
6 1 (1.96%) BusinessObjects
6 1 (1.96%) Mahout
6 1 (1.96%) Neo4j
6 1 (1.96%) Redis
Development Applications
1 1 (1.96%) Git (software)
General
1 41 (80.39%) Finance
2 11 (21.57%) Banking
3 10 (19.61%) Front Office
4 7 (13.73%) Financial Institution
5 5 (9.80%) Advertising
5 5 (9.80%) Back Office
5 5 (9.80%) Investment Banking
6 2 (3.92%) Legal
7 1 (1.96%) Retail
Job Titles
1 13 (25.49%) Data Scientist
2 12 (23.53%) Developer
3 10 (19.61%) Business Analyst
3 10 (19.61%) Consultant
3 10 (19.61%) Finance Business Analyst
3 10 (19.61%) Financial Business Analyst
3 10 (19.61%) Financial Services Business Analyst
4 9 (17.65%) Quantitative Developer
4 9 (17.65%) Senior Data Scientist
5 8 (15.69%) Machine Learning Scientist
6 7 (13.73%) Analyst
7 6 (11.76%) Python Developer
7 6 (11.76%) Qualitative Analyst
7 6 (11.76%) Quantitative Analyst
8 5 (9.80%) C++ Developer
8 5 (9.80%) C++ Quantitative Developer
8 5 (9.80%) Junior
9 3 (5.88%) Analyst Developer
9 3 (5.88%) Graduate
9 3 (5.88%) Junior Developer
Libraries, Frameworks & Software Standards
1 8 (15.69%) Keras
1 8 (15.69%) Natural Language Processing
1 8 (15.69%) TensorFlow
1 8 (15.69%) Theano
2 2 (3.92%) Django
3 1 (1.96%) AngularJS
3 1 (1.96%) CSS
3 1 (1.96%) CSS3
3 1 (1.96%) Flask
3 1 (1.96%) HTML
3 1 (1.96%) HTML5
3 1 (1.96%) Pyramid
3 1 (1.96%) React
3 1 (1.96%) RESTful
3 1 (1.96%) WebSockets
Miscellaneous
1 9 (17.65%) Fintech
2 8 (15.69%) Algorithms
3 6 (11.76%) Computer Science
4 5 (9.80%) Derivative
4 5 (9.80%) Foreign Exchange (FX)
4 5 (9.80%) Swaptions
5 3 (5.88%) Analytical Skills
6 2 (3.92%) Hedge funds
6 2 (3.92%) Market Risk
7 1 (1.96%) Credit Risk
7 1 (1.96%) Equities
Operating Systems
1 2 (3.92%) Windows
Processes & Methodologies
1 20 (39.22%) Statistics
2 16 (31.37%) Machine Learning
3 11 (21.57%) Stakeholder Management
4 10 (19.61%) Bayesian Methods
4 10 (19.61%) Mentoring
4 10 (19.61%) Project Planning
4 10 (19.61%) Risk Management
4 10 (19.61%) Stochastic Calculus
4 10 (19.61%) Target Operating Model
5 9 (17.65%) Analytics
5 9 (17.65%) Deep Learning
5 9 (17.65%) Mathematics
6 8 (15.69%) Bioinformatics
6 8 (15.69%) Change Control
7 7 (13.73%) Physics
8 6 (11.76%) Random Forest
8 6 (11.76%) Validation
9 5 (9.80%) Decision Tree
9 5 (9.80%) Markov Chain
9 5 (9.80%) Neural Network
Programming Languages
1 23 (45.10%) Python
2 16 (31.37%) SQL
3 7 (13.73%) C
3 7 (13.73%) C++
4 6 (11.76%) R
4 6 (11.76%) VBA
5 5 (9.80%) Java
5 5 (9.80%) MATLAB
6 4 (7.84%) Fortran
7 2 (3.92%) JavaScript
8 1 (1.96%) Cypher
8 1 (1.96%) Scala
Qualifications
1 13 (25.49%) PhD
2 7 (13.73%) Degree
3 3 (5.88%) DV Cleared
3 3 (5.88%) SC Cleared
3 3 (5.88%) Security Cleared
4 2 (3.92%) CISA
4 2 (3.92%) CISM
4 2 (3.92%) CISSP
4 2 (3.92%) CRISC
Quality Assurance & Compliance
1 10 (19.61%) Basel III
2 7 (13.73%) Data Quality
3 5 (9.80%) QA
4 1 (1.96%) IFRS
Vendors
1 3 (5.88%) Microsoft
London
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