The table below looks at the statistics for Monte Carlo Method skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Monte Carlo Method over the 3 months to 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Monte Carlo Method
Rank 892 947 918
Rank change year-on-year
+55 -29
Permanent jobs citing Monte Carlo Method 20 28 69
As % of all permanent IT jobs located in the UK 0.021% 0.026% 0.060%
As % of the Processes & Methodologies category 0.024% 0.029% 0.071%
Number of salaries quoted 16 14 60
Median salary £55,000 £62,500 £67,500
Median salary % change year-on-year
-12.00% -7.40%
90% offered a salary of more than £30,000 £28,300 £21,500
10% offered a salary of more than £86,250 £73,500 £92,500
UK excluding London median salary £34,000 £28,000 £22,250
% change year-on-year
+21.42% +25.84%

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
84067 95471 97586
As % of all permanent IT jobs located in the UK 88.24% 87.53% 85.32%
Number of salaries quoted 69978 78940 78095
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 £30,500
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%

Monte Carlo Method
Jobs Demand Trend

The demand trend of job ads citing Monte Carlo Method as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Monte Carlo Method Jobs Demand Trend 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 within the UK.

Monte Carlo Method Salary Trend in the UK

Monte Carlo Method
Salary Histogram

This chart provides a salary histogram for IT jobs citing Monte Carlo Method over the 3 months to 30 September 2016 within the UK.

Monte Carlo Method Salary Histogram in the UK

Monte Carlo Method
Top 11 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 30 September 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 +48 18 £55,000 -12.00% 6
London +33 11 £65,000 +4.00% 3
City of London +50 5 £55,000 -12.00% 1
Cheshire +30 5 £34,000 +21.42% 2
North West +8 5 £34,000 +21.42% 2
Glasgow - 2 - -
Scotland - 2 - -
Macclesfield - 2 £30,000 -
Cambridgeshire - 1 - -
East of England - 1 - -
Cambridge - 1 - -

Monte Carlo Method
Top 30 Related IT Skills

For the 6 months to 30 September 2016, 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 40 (63.49%) Analytical Skills
2 38 (60.32%) Python
3 32 (50.79%) Degree
4 31 (49.21%) Java
5 29 (46.03%) Analytics
6 28 (44.44%) R
6 28 (44.44%) Machine Learning
7 27 (42.86%) C++
7 27 (42.86%) Statistics
8 24 (38.10%) Credit Risk
9 23 (36.51%) SQL
10 21 (33.33%) Translating Business Requirements
11 20 (31.75%) Finance
12 19 (30.16%) SAS
12 19 (30.16%) Derivative
12 19 (30.16%) Hadoop
13 18 (28.57%) Algorithms
13 18 (28.57%) Mathematics
13 18 (28.57%) OO
14 17 (26.98%) Service Delivery
14 17 (26.98%) Grid Computing
14 17 (26.98%) Unit Testing
14 17 (26.98%) Integration Testing
14 17 (26.98%) Data Analysis
14 17 (26.98%) OTC Derivatives
14 17 (26.98%) System Integration Testing
15 15 (23.81%) Big Data
15 15 (23.81%) Computer Science
16 11 (17.46%) Data Mining
17 10 (15.87%) Neural Network

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 19 (30.16%) SAS
2 3 (4.76%) Apache Pig
2 3 (4.76%) Apache Spark
Applications
1 10 (15.87%) SPSS
2 5 (7.94%) Stata
3 2 (3.17%) CPLEX
3 2 (3.17%) MS Excel
3 2 (3.17%) MS Project
4 1 (1.59%) MS Office
4 1 (1.59%) MS PowerPoint
4 1 (1.59%) Spreadsheet
Cloud Services
1 3 (4.76%) Amazon AWS
Database & Business Intelligence
1 19 (30.16%) Hadoop
2 15 (23.81%) Big Data
3 11 (17.46%) Data Mining
4 8 (12.70%) Apache Hive
5 4 (6.35%) Mahout
5 4 (6.35%) MongoDB
5 4 (6.35%) Neo4j
5 4 (6.35%) NoSQL
5 4 (6.35%) PostgreSQL
6 2 (3.17%) Relational Database
7 1 (1.59%) Flink
7 1 (1.59%) HBase
7 1 (1.59%) KDB
7 1 (1.59%) QlikView
Development Applications
1 2 (3.17%) Git (software)
General
1 20 (31.75%) Finance
2 8 (12.70%) Banking
3 4 (6.35%) Retail
4 3 (4.76%) Front Office
4 3 (4.76%) Games
5 1 (1.59%) Electronics
5 1 (1.59%) Investment Banking
5 1 (1.59%) Manufacturing
5 1 (1.59%) Pharmaceutical
Job Titles
1 25 (39.68%) Developer
2 20 (31.75%) Data Scientist
3 14 (22.22%) Analyst
4 11 (17.46%) Python Developer
5 10 (15.87%) Applications Developer
6 8 (12.70%) Quantitative Developer
7 5 (7.94%) Qualitative Analyst
7 5 (7.94%) Quantitative Analyst
8 4 (6.35%) Credit Analyst
8 4 (6.35%) Credit Risk Business Analyst
8 4 (6.35%) IT Analyst
8 4 (6.35%) IT Business Analyst
8 4 (6.35%) IT Risk Analyst
8 4 (6.35%) Risk Analyst
8 4 (6.35%) Risk Business Analyst
8 4 (6.35%) Senior Credit Risk Analyst
8 4 (6.35%) Senior Credit Risk Business Analyst
8 4 (6.35%) Senior Data Scientist
8 4 (6.35%) Senior IT Business Analyst
8 4 (6.35%) Senior Risk Analyst
Libraries, Frameworks & Software Standards
1 2 (3.17%) Natural Language Processing
Miscellaneous
1 40 (63.49%) Analytical Skills
2 27 (42.86%) Statistics
3 24 (38.10%) Credit Risk
4 19 (30.16%) Derivative
5 18 (28.57%) Algorithms
5 18 (28.57%) Mathematics
6 17 (26.98%) Grid Computing
6 17 (26.98%) OTC Derivatives
7 15 (23.81%) Computer Science
8 10 (15.87%) Neural Network
8 10 (15.87%) Visualisation
9 8 (12.70%) Market Risk
9 8 (12.70%) Physics
10 7 (11.11%) Economics
11 6 (9.52%) Hedge funds
12 4 (6.35%) Artificial Intelligence
12 4 (6.35%) Equities
12 4 (6.35%) Fixed Income
13 3 (4.76%) iPad
13 3 (4.76%) User Experience
Processes & Methodologies
1 29 (46.03%) Analytics
2 28 (44.44%) Machine Learning
3 21 (33.33%) Translating Business Requirements
4 18 (28.57%) OO
5 17 (26.98%) Data Analysis
5 17 (26.98%) Integration Testing
5 17 (26.98%) Service Delivery
5 17 (26.98%) System Integration Testing
5 17 (26.98%) Unit Testing
6 9 (14.29%) MapReduce
7 8 (12.70%) Business Analysis
7 8 (12.70%) E-Commerce
7 8 (12.70%) Risk Management
8 7 (11.11%) Bayesian Methods
8 7 (11.11%) Data Analytics
8 7 (11.11%) Random Forest
8 7 (11.11%) Statistical Analysis
9 6 (9.52%) Agile Software Development
9 6 (9.52%) Data Visualisation
10 5 (7.94%) Structural Equation Modelling
Programming Languages
1 38 (60.32%) Python
2 31 (49.21%) Java
3 28 (44.44%) R
4 27 (42.86%) C++
5 23 (36.51%) SQL
6 10 (15.87%) MATLAB
7 8 (12.70%) PL/SQL
8 5 (7.94%) VBA
9 4 (6.35%) Cypher
10 3 (4.76%) Lua
11 2 (3.17%) C
11 2 (3.17%) Clojure
11 2 (3.17%) Ruby
12 1 (1.59%) C#
12 1 (1.59%) Go
12 1 (1.59%) Julia
12 1 (1.59%) PHP
12 1 (1.59%) Scala
Qualifications
1 32 (50.79%) Degree
2 10 (15.87%) PhD
3 1 (1.59%) SC Cleared
3 1 (1.59%) Security Cleared
Quality Assurance & Compliance
1 4 (6.35%) Basel II
2 3 (4.76%) Data Quality
3 1 (1.59%) ISO 9000
System Software
1 1 (1.59%) Docker
Vendors
1 4 (6.35%) Bloomberg
1 4 (6.35%) Reuters
2 2 (3.17%) Microsoft
3 1 (1.59%) Cadence
3 1 (1.59%) Informatica
3 1 (1.59%) SIMUL8
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