Period
to 16 January 2018

The following table provides summary statistics for permanent job vacancies advertised in London 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 6 months to 16 January 2018 with a comparison to the same period in the previous 2 years.

Numerical Analysis
England > London
6 months to
16 Jan 2018
Same period 2017 Same period 2016
Rank 793 806 870
Rank change year-on-year +13 +64 +10
Permanent jobs citing Numerical Analysis 17 14 14
As % of all permanent IT jobs advertised in London 0.024% 0.020% 0.017%
As % of the Processes & Methodologies category 0.026% 0.022% 0.018%
Number of salaries quoted 15 13 14
London median annual salary £45,000 £85,000 £90,000
Median salary % change year-on-year -47.06% -5.56% +100.00%
10th Percentile £32,000 £38,750 £85,000
90th Percentile £81,000 £117,500 £135,000
England median annual salary £42,500 £85,000 £90,000
% change year-on-year -50.00% -5.56% +150.00%

Numerical Analysis is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 64,328 63,890 75,826
As % of all permanent IT jobs advertised in London 91.57% 90.53% 89.76%
Number of salaries quoted 51,331 54,447 64,236
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -
10th Percentile £35,750 £33,750 £33,750
90th Percentile £91,250 £90,000 £87,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Numerical Analysis
Job Vacancy Trend in London

Job postings citing Numerical Analysis as a percentage of all IT jobs advertised in London.

Job vacancy trend for Numerical Analysis in London

Numerical Analysis
Salary Trend in London

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

Salary trend for Numerical Analysis in London

Numerical Analysis
Salary Histogram in London

The salary distribution of IT jobs citing Numerical Analysis in London over the 6 months to 16 January 2018.

Salary histogram for Numerical Analysis in London

Numerical Analysis
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Numerical Analysis within the London region over the 6 months to 16 January 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -12 5 £32,000 -52.59% 1
Numerical Analysis
England

For the 6 months to 16 January 2018, 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 London region with a requirement for Numerical Analysis.

1 10 (58.82%) Statistics
1 10 (58.82%) Analytical Skills
2 8 (47.06%) Mathematics
3 7 (41.18%) C++
3 7 (41.18%) Java
3 7 (41.18%) Python
3 7 (41.18%) Finance
3 7 (41.18%) Analytics
4 5 (29.41%) R
4 5 (29.41%) Machine Learning
4 5 (29.41%) Algorithms
4 5 (29.41%) Business Intelligence
4 5 (29.41%) SQL
4 5 (29.41%) Physics
4 5 (29.41%) Computer Science
5 4 (23.53%) Asset Management
5 4 (23.53%) Data Analysis
5 4 (23.53%) Microsoft Office
5 4 (23.53%) Microsoft Excel
5 4 (23.53%) PhD
5 4 (23.53%) Microsoft
5 4 (23.53%) Big Data
5 4 (23.53%) Data Analytics
6 3 (17.65%) AngularJS
6 3 (17.65%) Statistical Modelling
6 3 (17.65%) Retail
6 3 (17.65%) MongoDB
6 3 (17.65%) Apache Spark
6 3 (17.65%) Sociology
6 3 (17.65%) Actionable Insight

Numerical Analysis
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 3 (17.65%) Apache Spark
1 3 (17.65%) SAS
2 2 (11.76%) Apache
2 2 (11.76%) Oracle SOA Suite
Applications
1 4 (23.53%) Microsoft Excel
1 4 (23.53%) Microsoft Office
2 3 (17.65%) Mathematica
2 3 (17.65%) SPSS
Cloud Services
1 2 (11.76%) GitHub
Database & Business Intelligence
1 4 (23.53%) Big Data
2 3 (17.65%) Hadoop
2 3 (17.65%) MongoDB
3 2 (11.76%) Oracle Reports
3 2 (11.76%) RDBMS
3 2 (11.76%) Relational Database
4 1 (5.88%) Data Warehouse
Development Applications
1 2 (11.76%) JIRA
1 2 (11.76%) Subversion
General
1 7 (41.18%) Finance
2 3 (17.65%) Legal
2 3 (17.65%) Retail
3 1 (5.88%) Advertising
3 1 (5.88%) Front Office
Job Titles
1 4 (23.53%) Data Scientist
2 3 (17.65%) Analyst
2 3 (17.65%) Developer
2 3 (17.65%) Java Developer
2 3 (17.65%) Software Engineer
3 2 (11.76%) Data Analyst
3 2 (11.76%) Junior
3 2 (11.76%) Junior Developer
3 2 (11.76%) Junior Java Developer
3 2 (11.76%) Service Manager
4 1 (5.88%) Platform Manager
4 1 (5.88%) Qualitative Analyst
4 1 (5.88%) Quantitative Analyst
Libraries, Frameworks & Software Standards
1 3 (17.65%) AngularJS
2 2 (11.76%) Apache Camel
2 2 (11.76%) HTML
2 2 (11.76%) HTML5
2 2 (11.76%) JAX-RS
2 2 (11.76%) RESTful
2 2 (11.76%) Spring
3 1 (5.88%) Angular 2
3 1 (5.88%) REST
3 1 (5.88%) Web Services
Miscellaneous
1 10 (58.82%) Analytical Skills
2 5 (29.41%) Algorithms
2 5 (29.41%) Computer Science
3 3 (17.65%) FMCG
4 1 (5.88%) Fixed Income
Operating Systems
1 3 (17.65%) Linux
2 1 (5.88%) Unix
Processes & Methodologies
1 10 (58.82%) Statistics
2 8 (47.06%) Mathematics
3 7 (41.18%) Analytics
4 5 (29.41%) Business Intelligence
4 5 (29.41%) Machine Learning
4 5 (29.41%) Physics
5 4 (23.53%) Asset Management
5 4 (23.53%) Data Analysis
5 4 (23.53%) Data Analytics
6 3 (17.65%) Actionable Insight
6 3 (17.65%) Automated Trading
6 3 (17.65%) Sociology
6 3 (17.65%) Software Engineering
6 3 (17.65%) Statistical Modelling
7 2 (11.76%) BDD
7 2 (11.76%) ITSM
7 2 (11.76%) Service Management
7 2 (11.76%) SOLID
7 2 (11.76%) Stakeholder and Relationship Management
7 2 (11.76%) Stakeholder Management
Programming Languages
1 7 (41.18%) C++
1 7 (41.18%) Java
1 7 (41.18%) Python
2 5 (29.41%) R
2 5 (29.41%) SQL
3 3 (17.65%) C
3 3 (17.65%) Fortran
3 3 (17.65%) MATLAB
4 1 (5.88%) C#
Qualifications
1 4 (23.53%) PhD
2 2 (11.76%) Computer Science Degree
2 2 (11.76%) Degree
3 1 (5.88%) ITIL Foundation Certificate
3 1 (5.88%) Sun Certification
Quality Assurance & Compliance
1 1 (5.88%) SLA
Vendors
1 4 (23.53%) Microsoft
2 3 (17.65%) Oracle