The following table provides summary statistics for permanent job vacancies 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 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Monte Carlo Method
UK
Rank 819 906 890
Rank change year-on-year +87 -16  
Permanent jobs citing Monte Carlo Method 38 42 69
As % of all permanent IT jobs advertised in the UK 0.045% 0.041% 0.065%
As % of the Processes & Methodologies category 0.050% 0.046% 0.075%
Number of salaries quoted 26 38 45
Median salary £70,000 £62,500 £87,500
Median salary % change year-on-year +12.00% -28.57%  
90% offered a salary of more than £40,000 £50,000 £61,000
10% offered a salary of more than £81,500 £102,500 £101,000
UK excluding London median salary £40,000 £56,250 £28,000
% change year-on-year -28.88% +100.89%  

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 with a requirement for process and methodology skills.

Process & Methodology Skills
UK
Permanent job vacancies with a requirement for process and methodology skills 75650 91140 91950
As % of all permanent IT job vacancies advertised in the UK 89.04% 88.53% 87.02%
Number of salaries quoted 62160 75461 74357
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year - +1.01%  
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Monte Carlo Method
Job Vacancy Trend

The job posting trend of jobs advertised 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 the UK

Monte Carlo Method
Salary Trend

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

Salary trend for Monte Carlo Method in the UK

Monte Carlo Method
Salary Histogram

The salary distribution of IT jobs citing Monte Carlo Method over the 3 months to 24 March 2017.

Salary histogram for Monte Carlo Method in the UK

Monte Carlo Method
Top 19 Job Locations

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 UK over the 3 months to 24 March 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
England +99 38 £70,000 - 5
London +56 24 £81,500 +16.42% 2
Warwickshire - 5 - -
South East - 5 £70,000 -
West Midlands - 5 - -
Warwick - 5 - -
East Yorkshire - 3 £40,000 -
Oxfordshire - 3 £70,000 -
Yorkshire - 3 £40,000 -
Hull - 3 £40,000 -
City of London +52 2 £60,000 +20.00%
Berkshire - 2 £72,500 -
Cheshire - 1 £34,000 - 2
Maidenhead - 1 - -
Windsor - 1 - -
Warrington - 1 £34,000 -
Daresbury - 1 £34,000 -
Oxford - 1 £70,000 -
North West - 1 £34,000 - 3

Monte Carlo Method
Top 30 Related IT Skills

For the 6 months to 24 March 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 with a requirement for Monte Carlo Method.

1 32 (59.26%) Finance
2 22 (40.74%) Python
3 18 (33.33%) MS Office
4 17 (31.48%) MS Excel
5 16 (29.63%) Risk Management
5 16 (29.63%) Analytics
6 15 (27.78%) R
6 15 (27.78%) SQL
7 14 (25.93%) MS PowerPoint
7 14 (25.93%) Statistical Analysis
7 14 (25.93%) Statistics
7 14 (25.93%) Degree
7 14 (25.93%) Mathematics
7 14 (25.93%) Analytical Skills
8 13 (24.07%) Computer Science
9 11 (20.37%) Machine Learning
10 10 (18.52%) Bayesian Methods
10 10 (18.52%) Mentoring
10 10 (18.52%) Target Operating Model
10 10 (18.52%) Basel III
10 10 (18.52%) Algorithms
10 10 (18.52%) MATLAB
10 10 (18.52%) Stakeholder Management
10 10 (18.52%) Project Planning
11 9 (16.67%) Neural Network
11 9 (16.67%) PhD
12 8 (14.81%) C++
12 8 (14.81%) Banking
13 7 (12.96%) SPSS
13 7 (12.96%) Time Management

Monte Carlo Method
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:

Application Platforms
1 6 (11.11%) SAS
2 4 (7.41%) Apache Pig
3 2 (3.70%) Apache Spark
4 1 (1.85%) Kinematics
4 1 (1.85%) Oracle Coherence
4 1 (1.85%) Oracle SOA Suite
4 1 (1.85%) Tornado
Applications
1 18 (33.33%) MS Office
2 17 (31.48%) MS Excel
3 14 (25.93%) MS PowerPoint
4 7 (12.96%) SPSS
5 4 (7.41%) Stata
6 1 (1.85%) Maple
6 1 (1.85%) Simulink
Business Applications
1 5 (9.26%) Primavera
Cloud Services
1 1 (1.85%) Amazon AWS
Database & Business Intelligence
1 5 (9.26%) Big Data
2 4 (7.41%) NoSQL
3 3 (5.56%) Hadoop
3 3 (5.56%) PostgreSQL
4 2 (3.70%) HBase
4 2 (3.70%) MongoDB
4 2 (3.70%) MS Access
5 1 (1.85%) GIS
5 1 (1.85%) Mahout
5 1 (1.85%) Neo4j
5 1 (1.85%) SQL Server
Development Applications
1 3 (5.56%) Git (software)
2 1 (1.85%) Bitbucket
2 1 (1.85%) JIRA
2 1 (1.85%) TeamCity
General
1 32 (59.26%) Finance
2 8 (14.81%) Banking
3 3 (5.56%) Marketing
4 2 (3.70%) Legal
5 1 (1.85%) Automotive
5 1 (1.85%) Electronics
5 1 (1.85%) Financial Institution
5 1 (1.85%) Investment Banking
5 1 (1.85%) Manufacturing
Job Titles
1 14 (25.93%) Business Analyst
2 12 (22.22%) Consultant
3 10 (18.52%) Finance Business Analyst
3 10 (18.52%) Financial Business Analyst
3 10 (18.52%) Financial Services Business Analyst
4 7 (12.96%) Data Scientist
4 7 (12.96%) Developer
5 6 (11.11%) Analyst
6 5 (9.26%) Market Risk Analyst
6 5 (9.26%) Risk Analyst
6 5 (9.26%) Senior Analyst
7 4 (7.41%) Business IT Analyst
7 4 (7.41%) C++ Software Engineer
7 4 (7.41%) Credit Analyst
7 4 (7.41%) Credit Risk Analyst
7 4 (7.41%) Credit Risk Business Analyst
7 4 (7.41%) IT Business Analyst
7 4 (7.41%) Market Risk Business Analyst
7 4 (7.41%) Senior C++ Software Engineer
7 4 (7.41%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 2 (3.70%) .NET
1 2 (3.70%) Boost C++ Libraries
1 2 (3.70%) Django
1 2 (3.70%) Keras
1 2 (3.70%) Natural Language Processing
1 2 (3.70%) TensorFlow
1 2 (3.70%) Theano
2 1 (1.85%) .NET Framework
2 1 (1.85%) CSS
2 1 (1.85%) CSS3
2 1 (1.85%) Flask
2 1 (1.85%) HTML
2 1 (1.85%) HTML5
2 1 (1.85%) Middleware
2 1 (1.85%) Pyramid
2 1 (1.85%) XML
2 1 (1.85%) XSLT
Miscellaneous
1 14 (25.93%) Analytical Skills
2 13 (24.07%) Computer Science
3 10 (18.52%) Algorithms
4 5 (9.26%) Credit Risk
4 5 (9.26%) Data Structures
4 5 (9.26%) Market Risk
5 2 (3.70%) Fintech
6 1 (1.85%) CUDA
Operating Systems
1 1 (1.85%) Linux
Processes & Methodologies
1 16 (29.63%) Analytics
1 16 (29.63%) Risk Management
2 14 (25.93%) Mathematics
2 14 (25.93%) Statistical Analysis
2 14 (25.93%) Statistics
3 11 (20.37%) Machine Learning
4 10 (18.52%) Bayesian Methods
4 10 (18.52%) Mentoring
4 10 (18.52%) Project Planning
4 10 (18.52%) Stakeholder Management
4 10 (18.52%) Target Operating Model
5 9 (16.67%) Neural Network
6 7 (12.96%) Markov Chain
6 7 (12.96%) Statistical Modelling
6 7 (12.96%) Time Management
7 6 (11.11%) PRINCE2
7 6 (11.11%) Project Management
7 6 (11.11%) Risk Assessment
8 5 (9.26%) Economics
8 5 (9.26%) Software Engineering
Programming Languages
1 22 (40.74%) Python
2 15 (27.78%) R
2 15 (27.78%) SQL
3 10 (18.52%) MATLAB
4 8 (14.81%) C++
5 6 (11.11%) C
5 6 (11.11%) VBA
6 5 (9.26%) Java
7 3 (5.56%) C#
7 3 (5.56%) Fortran
8 1 (1.85%) Cypher
8 1 (1.85%) Delphi
8 1 (1.85%) JavaScript
8 1 (1.85%) Objective-C
8 1 (1.85%) Pascal
8 1 (1.85%) Ruby
8 1 (1.85%) Scala
8 1 (1.85%) Smalltalk
8 1 (1.85%) VB.NET
Qualifications
1 14 (25.93%) Degree
2 9 (16.67%) PhD
3 3 (5.56%) DV Cleared
3 3 (5.56%) SC Cleared
3 3 (5.56%) Security Cleared
4 2 (3.70%) CISA
4 2 (3.70%) CISM
4 2 (3.70%) CISSP
4 2 (3.70%) CRISC
Quality Assurance & Compliance
1 10 (18.52%) Basel III
2 5 (9.26%) Data Quality
3 4 (7.41%) Basel II
4 3 (5.56%) QA
5 1 (1.85%) ISO 9000
Vendors
1 4 (7.41%) Bloomberg
1 4 (7.41%) Cognos
1 4 (7.41%) Microsoft
1 4 (7.41%) Reuters
2 2 (3.70%) Oracle
3 1 (1.85%) Cadence
3 1 (1.85%) Minitab
3 1 (1.85%) Solace
London
ClearCube Consulting
Salary: Up to £130,000 per annum
Posted: 2 days ago
Manchester, Lancashire
ClearCube Consulting
Salary: Up to £120,000 per annum
Posted: 2 days ago
Central London / West End
ClearCube Consulting
Salary: Up to £90,000 per annum
Posted: 2 days ago
Wilmslow, Cheshire
Senitor Associates
Salary: £20000 - £25000 per annum + OTE 35K
Posted: 4 days ago
Wilmslow, Cheshire
Senitor Associates
Salary: £18000 - £25000 per annum
Posted: 2 days ago