The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Numerical Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Numerical Analysis 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
Numerical Analysis
UK / England
Rank 820 919 934
Rank change year-on-year +99 +15  
Permanent jobs citing Numerical Analysis 3 3 4
As % of all permanent IT jobs advertised in England 0.004% 0.003% 0.004%
As % of the Processes & Methodologies category 0.004% 0.004% 0.005%
Number of salaries quoted 3 2 4
Median salary £72,500 £46,250 £30,750
Median salary % change year-on-year +56.75% +50.40%  
UK excluding London median salary £42,500 £47,500 £22,500
% change year-on-year -10.52% +111.11%  

Numerical Analysis 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 England with a requirement for process and methodology skills.

Process & Methodology Skills
England
Permanent job vacancies with a requirement for process and methodology skills 71064 85494 86016
As % of all permanent IT job vacancies advertised in England 89.06% 88.59% 87.00%
Number of salaries quoted 58866 71552 70301
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Numerical Analysis
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Numerical Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Numerical Analysis in England

Numerical Analysis
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Numerical Analysis in England.

Salary trend for Numerical Analysis in England

Numerical Analysis
Salary Histogram in England

The salary distribution of IT jobs citing Numerical Analysis in England over the 3 months to 24 March 2017.

Salary histogram for Numerical Analysis in England

Numerical Analysis
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Numerical Analysis within the England region 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
London - 2 £72,500 -
North West - 1 £42,500 -
Numerical Analysis
UK

Numerical Analysis
Top 30 Related IT Skills in England

For the 6 months to 24 March 2017, IT jobs citing Numerical Analysis 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 Numerical Analysis.

1 8 (80.00%) Python
2 6 (60.00%) R
3 5 (50.00%) Analytical Skills
3 5 (50.00%) C++
3 5 (50.00%) MATLAB
3 5 (50.00%) Visualisation
4 4 (40.00%) Predictive Modelling
4 4 (40.00%) Mathematics
4 4 (40.00%) Physics
4 4 (40.00%) Statistics
4 4 (40.00%) Finance
4 4 (40.00%) C#
4 4 (40.00%) Decision Tree
4 4 (40.00%) Linear Regression
4 4 (40.00%) Analytics
5 3 (30.00%) Time Series Analysis
5 3 (30.00%) Machine Learning
5 3 (30.00%) PhD
5 3 (30.00%) SAS
5 3 (30.00%) Java
5 3 (30.00%) SQL
5 3 (30.00%) Validation
5 3 (30.00%) Statistical Analysis
5 3 (30.00%) Degree
5 3 (30.00%) Risk Management
5 3 (30.00%) Data Analysis
5 3 (30.00%) Computer Science
5 3 (30.00%) Logistic Regression
6 2 (20.00%) Boost C++ Libraries
6 2 (20.00%) Rapid Prototyping

Numerical Analysis
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:

Application Platforms
1 3 (30.00%) SAS
2 1 (10.00%) Apache Pig
Applications
1 2 (20.00%) Simulink
1 2 (20.00%) SPSS
2 1 (10.00%) MS Excel
Database & Business Intelligence
1 2 (20.00%) Data Mining
2 1 (10.00%) Mahout
2 1 (10.00%) SQL Server
Development Applications
1 2 (20.00%) Git (software)
General
1 4 (40.00%) Finance
2 2 (20.00%) Front Office
2 2 (20.00%) Telecoms
3 1 (10.00%) Games
3 1 (10.00%) Marketing
3 1 (10.00%) Retail
Job Titles
1 4 (40.00%) Data Scientist
2 2 (20.00%) C# Developer
2 2 (20.00%) C# Pricing Developer
2 2 (20.00%) C# Quant Developer
2 2 (20.00%) C++ Developer
2 2 (20.00%) C++ Pricing Developer
2 2 (20.00%) C++ Quantitative Developer
2 2 (20.00%) C++/C# Developer
2 2 (20.00%) Developer
2 2 (20.00%) Quantitative Developer
2 2 (20.00%) Systems Engineer
3 1 (10.00%) Analyst
3 1 (10.00%) Pricing Analyst
3 1 (10.00%) Product Manager
3 1 (10.00%) Qualitative Analyst
3 1 (10.00%) Quantitative Analyst
3 1 (10.00%) Quantitative Risk Analyst
3 1 (10.00%) Risk Analyst
3 1 (10.00%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 2 (20.00%) Boost C++ Libraries
1 2 (20.00%) STL
2 1 (10.00%) D3.js
Miscellaneous
1 5 (50.00%) Analytical Skills
2 3 (30.00%) Computer Science
3 2 (20.00%) Algorithms
3 2 (20.00%) Derivative
3 2 (20.00%) Foreign Exchange (FX)
4 1 (10.00%) Fintech
4 1 (10.00%) Hedge funds
4 1 (10.00%) Swaptions
Operating Systems
1 2 (20.00%) Linux
1 2 (20.00%) Unix
Processes & Methodologies
1 5 (50.00%) Visualisation
2 4 (40.00%) Analytics
2 4 (40.00%) Decision Tree
2 4 (40.00%) Linear Regression
2 4 (40.00%) Mathematics
2 4 (40.00%) Physics
2 4 (40.00%) Predictive Modelling
2 4 (40.00%) Statistics
3 3 (30.00%) Data Analysis
3 3 (30.00%) Logistic Regression
3 3 (30.00%) Machine Learning
3 3 (30.00%) Risk Management
3 3 (30.00%) Statistical Analysis
3 3 (30.00%) Time Series Analysis
3 3 (30.00%) Validation
4 2 (20.00%) Agile Software Development
4 2 (20.00%) Artificial Intelligence
4 2 (20.00%) Bioinformatics
4 2 (20.00%) Rapid Prototyping
4 2 (20.00%) Resource Management
Programming Languages
1 8 (80.00%) Python
2 6 (60.00%) R
3 5 (50.00%) C++
3 5 (50.00%) MATLAB
4 4 (40.00%) C#
5 3 (30.00%) Java
5 3 (30.00%) SQL
6 1 (10.00%) C
Qualifications
1 3 (30.00%) Degree
1 3 (30.00%) PhD
Quality Assurance & Compliance
1 2 (20.00%) QA
Vendors
1 1 (10.00%) Cognizant
1 1 (10.00%) Oracle
1 1 (10.00%) Tableau
1 1 (10.00%) Teradata
Leeds, West Yorkshire
Searchability
Salary: £30000 - £45000 per annum + Benefits
Posted: 3 days ago