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 25 June 2017 with a comparison to the same period in the previous 2 years.

Numerical Analysis
UK / England
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 861 910 948
Rank change year-on-year +49 +38  
Permanent jobs citing Numerical Analysis 2 5 13
As % of all permanent IT jobs advertised in England 0.002% 0.005% 0.013%
As % of the Processes & Methodologies category 0.003% 0.006% 0.014%
Number of salaries quoted 2 3 13
Median salary £37,500 £97,500 £42,500
Median salary % change year-on-year -61.53% +129.41%  
90% offered a salary of more than £31,500 £63,500 £24,000
10% offered a salary of more than £43,500 £97,500 £60,000
UK excluding London median salary £37,500 £38,250 £33,750
% change year-on-year -1.96% +13.33%  

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 74281 81140 91281
As % of all permanent IT job vacancies advertised in England 89.70% 88.99% 87.96%
Number of salaries quoted 60243 68634 75471
Median salary £52,000 £50,000 £50,000
Median salary % change year-on-year +4.00% -  
90% offered a salary of more than £32,500 £32,500 £32,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 25 June 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 25 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
South East +56 2 £37,500 -31.81%
Numerical Analysis
UK

For the 6 months to 25 June 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 5 (100.00%) MATLAB
2 3 (60.00%) Mathematics
2 3 (60.00%) Python
2 3 (60.00%) Technical Analysis
3 2 (40.00%) Algorithms
3 2 (40.00%) Resource Management
3 2 (40.00%) Git (software)
3 2 (40.00%) Visualisation
3 2 (40.00%) R
3 2 (40.00%) Machine Learning
3 2 (40.00%) Performance Analysis
3 2 (40.00%) PhD
3 2 (40.00%) Telecoms
3 2 (40.00%) Physics
3 2 (40.00%) Simulink
3 2 (40.00%) Degree
4 1 (20.00%) Finite Element Analysis
4 1 (20.00%) Computer Science
4 1 (20.00%) Abaqus
4 1 (20.00%) Finance
4 1 (20.00%) Software Engineering
4 1 (20.00%) Statistics
4 1 (20.00%) ANSYS
4 1 (20.00%) C
4 1 (20.00%) C++
4 1 (20.00%) Big Data
4 1 (20.00%) Predictive Modelling
4 1 (20.00%) Logistic Regression
4 1 (20.00%) Linear Regression
4 1 (20.00%) Mathcad

Numerical Analysis
Co-occurring 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:

Applications
1 2 (40.00%) Simulink
2 1 (20.00%) Abaqus
2 1 (20.00%) Mathcad
Database & Business Intelligence
1 1 (20.00%) Big Data
Development Applications
1 2 (40.00%) Git (software)
General
1 2 (40.00%) Telecoms
2 1 (20.00%) Finance
Job Titles
1 2 (40.00%) Data Scientist
1 2 (40.00%) Systems Engineer
2 1 (20.00%) Analyst
Miscellaneous
1 2 (40.00%) Algorithms
2 1 (20.00%) Computer Science
Processes & Methodologies
1 3 (60.00%) Mathematics
1 3 (60.00%) Technical Analysis
2 2 (40.00%) Machine Learning
2 2 (40.00%) Performance Analysis
2 2 (40.00%) Physics
2 2 (40.00%) Resource Management
2 2 (40.00%) Visualisation
3 1 (20.00%) Bayesian Methods
3 1 (20.00%) Decision Tree
3 1 (20.00%) Finite Element Analysis
3 1 (20.00%) Linear Regression
3 1 (20.00%) Logistic Regression
3 1 (20.00%) Predictive Modelling
3 1 (20.00%) Software Engineering
3 1 (20.00%) Statistics
Programming Languages
1 5 (100.00%) MATLAB
2 3 (60.00%) Python
3 2 (40.00%) R
4 1 (20.00%) C
4 1 (20.00%) C++
4 1 (20.00%) Julia
Qualifications
1 2 (40.00%) Degree
1 2 (40.00%) PhD
Vendors
1 1 (20.00%) ANSYS