Period
to 24 April 2019

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Numerate Degree qualifications. Included is a benchmarking guide to the salaries offered over the 6 months to 24 April 2019 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
Central London > City of London
6 months to
24 Apr 2019
Same period 2018 Same period 2017
Rank 290 304 283
Rank change year-on-year +14 -21 +35
Permanent jobs citing Numerate Degree 46 39 54
As % of all permanent IT jobs advertised in the City of London 0.45% 0.36% 0.53%
As % of the Qualifications category 2.15% 1.57% 2.08%
Number of salaries quoted 41 37 48
City of London median annual salary £65,000 £72,500 £62,500
Median salary % change year-on-year -10.34% +16.00% -3.85%
10th Percentile £32,500 £27,500 £34,000
90th Percentile £158,750 £149,000 £99,875
Central London median annual salary £75,000 £66,250 £47,500
% change year-on-year +13.21% +39.47% -25.49%

Numerate Degree is in the Academic Qualifications and Professional Certifications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the City of London with a requirement for academic qualifications or professional certifications.

All Academic and Professional Certifications
City of London
Permanent vacancies requiring academic qualifications or professional certifications 2,140 2,484 2,593
As % of all permanent IT jobs advertised in the City of London 20.97% 22.96% 25.21%
Number of salaries quoted 1,837 2,214 2,349
City of London median annual salary £62,500 £59,000 £55,000
Median salary % change year-on-year +5.93% +7.27% -
10th Percentile £32,500 £32,500 £30,500
90th Percentile £95,000 £95,000 £91,250
Central London median annual salary £60,000 £57,500 £55,000
% change year-on-year +4.35% +4.55% -

Numerate Degree
Job Vacancy Trend in the City of London

Job postings citing Numerate Degree as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Numerate Degree in the City of London

Numerate Degree
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Numerate Degree in the City of London.

Salary trend for Numerate Degree in the City of London

Numerate Degree
Salary Histogram in the City of London

The salary distribution of IT jobs citing Numerate Degree in the City of London over the 6 months to 24 April 2019.

Salary histogram for Numerate Degree in the City of London

For the 6 months to 24 April 2019, IT jobs citing Numerate Degree also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the City of London region with a requirement for Numerate Degree.

1 46 (100.00%) Degree
2 43 (93.48%) Mathematics
3 32 (69.57%) Python
4 22 (47.83%) Linux
4 22 (47.83%) DevOps
5 17 (36.96%) Computer Science Degree
6 16 (34.78%) Open Source
6 16 (34.78%) Hedge funds
6 16 (34.78%) Puppet
7 14 (30.43%) SQL
8 13 (28.26%) Unix
8 13 (28.26%) Data Science
9 12 (26.09%) Greenfield Project
9 12 (26.09%) R
10 11 (23.91%) PowerShell
10 11 (23.91%) Computer Science
10 11 (23.91%) Solaris
10 11 (23.91%) NetApp
10 11 (23.91%) Migration
10 11 (23.91%) Systematic Trading
10 11 (23.91%) Analytics
11 9 (19.57%) Site Reliability Engineering
12 8 (17.39%) Finance
12 8 (17.39%) Web Services
12 8 (17.39%) Economics
12 8 (17.39%) Statistics
13 7 (15.22%) Amazon AWS
13 7 (15.22%) CSS
13 7 (15.22%) JavaScript
13 7 (15.22%) C#

Numerate Degree
Co-occurring IT Skills in the City of 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 4 (8.70%) SAS
2 1 (2.17%) Apache Airflow
2 1 (2.17%) Apache Spark
2 1 (2.17%) Jupyter
2 1 (2.17%) nginx
2 1 (2.17%) Tomcat
Applications
1 1 (2.17%) Spreadsheet
1 1 (2.17%) SPSS
1 1 (2.17%) Stata
Cloud Services
1 7 (15.22%) Amazon AWS
2 3 (6.52%) Microsoft Azure
3 2 (4.35%) Google Cloud Platform
Communications & Networking
1 1 (2.17%) HTTP
1 1 (2.17%) Network Security
Database & Business Intelligence
1 6 (13.04%) SQL Server
2 5 (10.87%) Relational Database
2 5 (10.87%) SQL Server Reporting Services
3 2 (4.35%) Big Data
3 2 (4.35%) MongoDB
4 1 (2.17%) Apache Cassandra
4 1 (2.17%) Data Warehouse
4 1 (2.17%) KNIME
4 1 (2.17%) Redis
Development Applications
1 6 (13.04%) Git (software)
2 5 (10.87%) Vagrant
3 1 (2.17%) Babel
3 1 (2.17%) Bitbucket
3 1 (2.17%) Eclipse
3 1 (2.17%) Firebug
3 1 (2.17%) Grunt
3 1 (2.17%) Jasmine
3 1 (2.17%) Jenkins
3 1 (2.17%) Mocha
3 1 (2.17%) webpack
General
1 8 (17.39%) Finance
2 3 (6.52%) Retail
3 2 (4.35%) Marketing
4 1 (2.17%) Advertising
4 1 (2.17%) Banking
4 1 (2.17%) Front Office
4 1 (2.17%) Retail Banking
4 1 (2.17%) Social Science
Job Titles
1 15 (32.61%) Linux Engineer
1 15 (32.61%) Linux Systems Engineer
2 11 (23.91%) Administrator
2 11 (23.91%) Linux Administrator
2 11 (23.91%) Linux Systems Administrator
3 10 (21.74%) Data Scientist
4 9 (19.57%) DevOps Engineer
4 9 (19.57%) DevOps Systems Engineer
4 9 (19.57%) Systems Engineer
5 7 (15.22%) Developer
5 7 (15.22%) Graduate
6 5 (10.87%) .NET Developer
6 5 (10.87%) Junior
6 5 (10.87%) Senior DevOps
6 5 (10.87%) Senior DevOps Engineer
6 5 (10.87%) Senior Systems Engineer
7 4 (8.70%) Junior DevOps
7 4 (8.70%) Junior DevOps Engineer
7 4 (8.70%) Junior Systems Engineer
7 4 (8.70%) Linux DevOps Engineer
Libraries, Frameworks & Software Standards
1 8 (17.39%) Web Services
2 7 (15.22%) CSS
3 6 (13.04%) AngularJS
3 6 (13.04%) HTML
3 6 (13.04%) XML
4 5 (10.87%) .NET
4 5 (10.87%) .NET Framework
4 5 (10.87%) ASP.NET
4 5 (10.87%) ASP.NET Core
4 5 (10.87%) ASP.NET MVC
4 5 (10.87%) ASP.NET Web API
4 5 (10.87%) Entity Framework
4 5 (10.87%) jQuery
4 5 (10.87%) JSON
4 5 (10.87%) NHibernate
4 5 (10.87%) REST
5 3 (6.52%) Node.js
6 2 (4.35%) React Native
7 1 (2.17%) MEAN Stack
7 1 (2.17%) Semantic UI
Miscellaneous
1 16 (34.78%) Hedge funds
2 12 (26.09%) Greenfield Project
3 4 (8.70%) Analytical Skills
4 3 (6.52%) Algorithms
4 3 (6.52%) Mobile App
5 2 (4.35%) Fintech
5 2 (4.35%) Public Cloud
6 1 (2.17%) Credit Risk
6 1 (2.17%) Digital Media
6 1 (2.17%) Reinsurance
6 1 (2.17%) Robotics
6 1 (2.17%) Social Media
6 1 (2.17%) User Experience
Operating Systems
1 22 (47.83%) Linux
2 13 (28.26%) Unix
3 11 (23.91%) Solaris
4 5 (10.87%) CentOS
5 2 (4.35%) Android
Processes & Methodologies
1 43 (93.48%) Mathematics
2 22 (47.83%) DevOps
3 16 (34.78%) Open Source
4 13 (28.26%) Data Science
5 11 (23.91%) Analytics
5 11 (23.91%) Computer Science
5 11 (23.91%) Migration
5 11 (23.91%) Systematic Trading
6 9 (19.57%) Site Reliability Engineering
7 8 (17.39%) Economics
7 8 (17.39%) Statistics
8 6 (13.04%) Use Case
9 5 (10.87%) Automated Trading
9 5 (10.87%) Business Analysis
9 5 (10.87%) Collaborative Working
9 5 (10.87%) Configuration Management
9 5 (10.87%) MVC
9 5 (10.87%) Proprietary Trading
9 5 (10.87%) Web Development
10 4 (8.70%) Systems Engineering
Programming Languages
1 32 (69.57%) Python
2 14 (30.43%) SQL
3 12 (26.09%) R
4 11 (23.91%) PowerShell
5 7 (15.22%) C#
5 7 (15.22%) JavaScript
6 5 (10.87%) Bash Shell
7 2 (4.35%) Java
7 2 (4.35%) MATLAB
7 2 (4.35%) VBA
8 1 (2.17%) Data Analysis Expressions (DAX)
8 1 (2.17%) F#
8 1 (2.17%) Shell Script
8 1 (2.17%) SPARQL
Qualifications
1 46 (100.00%) Degree
2 17 (36.96%) Computer Science Degree
3 1 (2.17%) Master's Degree
3 1 (2.17%) PhD
System Software
1 7 (15.22%) Docker
Systems Management
1 16 (34.78%) Puppet
2 7 (15.22%) Opscode Chef
3 5 (10.87%) Ansible
3 5 (10.87%) Salt
Vendors
1 11 (23.91%) NetApp
2 5 (10.87%) Red Hat
3 2 (4.35%) Google
4 1 (2.17%) Alteryx
4 1 (2.17%) F5
4 1 (2.17%) Microsoft
4 1 (2.17%) Oracle
4 1 (2.17%) RapidMiner
4 1 (2.17%) Tableau