Period
to 1 June 2020

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 1 June 2020 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
1 Jun 2020
Same period 2019 Same period 2018
Rank 242 298 309
Rank change year-on-year +56 +11 -18
Permanent jobs citing Numerate Degree 18 36 39
As % of all permanent jobs advertised in the City of London 0.27% 0.36% 0.36%
As % of the Qualifications category 1.41% 1.75% 1.59%
Number of salaries quoted 17 30 38
Median annual salary £65,000 £57,500 £72,500
Median salary % change year-on-year +13.04% -20.69% +61.11%
10th Percentile £53,250 £32,500 £27,500
90th Percentile £82,500 £158,750 £158,750
Central London median annual salary £65,000 £75,000 £67,500
% change year-on-year -13.33% +11.11% +92.86%

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 1,274 2,053 2,452
As % of all permanent IT jobs advertised in the City of London 18.97% 20.31% 22.92%
Number of salaries quoted 1,113 1,762 2,180
Median annual salary £62,500 £62,500 £60,000
Median salary % change year-on-year - +4.17% +9.09%
10th Percentile £33,150 £31,250 £33,500
90th Percentile £95,000 £95,000 £93,750
Central London median annual salary £62,500 £60,000 £59,000
% change year-on-year +4.17% +1.69% +7.27%

Numerate Degree
Job Vacancy Trend in the City of London

Job postings citing Numerate Degree as a proportion 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

3-month moving average salary quoted in 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

Salary distribution for jobs citing Numerate Degree in the City of London over the 6 months to 1 June 2020.

Salary histogram for Numerate Degree in the City of London

For the 6 months to 1 June 2020, 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 18 (100.00%) Degree
2 15 (83.33%) Mathematics
3 13 (72.22%) Finance
4 11 (61.11%) SQL
5 8 (44.44%) Java
6 6 (33.33%) Python
6 6 (33.33%) Marketing
6 6 (33.33%) Derivative
6 6 (33.33%) Analytics
6 6 (33.33%) Computer Science Degree
7 5 (27.78%) Mobile App
7 5 (27.78%) Network Monitoring
7 5 (27.78%) DevOps
7 5 (27.78%) Apple iOS
7 5 (27.78%) R
7 5 (27.78%) Computer Science
7 5 (27.78%) Multithreading
7 5 (27.78%) Android
7 5 (27.78%) CentOS
7 5 (27.78%) Spring
7 5 (27.78%) Investment Banking
7 5 (27.78%) Banking
7 5 (27.78%) Agile Software Development
7 5 (27.78%) Financial Institution
7 5 (27.78%) Back Office
7 5 (27.78%) MVC
7 5 (27.78%) J2SE
7 5 (27.78%) JDBC
7 5 (27.78%) Linux
7 5 (27.78%) PL/SQL

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 1 (5.56%) Apache Spark
Applications
1 3 (16.67%) Microsoft Excel
2 2 (11.11%) EViews
2 2 (11.11%) Microsoft Office
2 2 (11.11%) Stata
Cloud Services
1 1 (5.56%) Cloud Computing
Database & Business Intelligence
1 2 (11.11%) Data Mining
2 1 (5.56%) Hadoop
Development Applications
1 4 (22.22%) TeamCity
1 4 (22.22%) VersionOne
General
1 13 (72.22%) Finance
2 6 (33.33%) Marketing
3 5 (27.78%) Back Office
3 5 (27.78%) Banking
3 5 (27.78%) Financial Institution
3 5 (27.78%) Investment Banking
4 4 (22.22%) Telecoms
5 3 (16.67%) Advertising
6 1 (5.56%) Front Office
Job Titles
1 6 (33.33%) Developer
2 5 (27.78%) Java Developer
2 5 (27.78%) Senior Developer
2 5 (27.78%) Senior Java Developer
3 4 (22.22%) Architect
3 4 (22.22%) DevOps Developer
3 4 (22.22%) Project Manager
3 4 (22.22%) Senior Architect
3 4 (22.22%) Senior DevOps
3 4 (22.22%) Senior Manager
3 4 (22.22%) Senior Project Manager
3 4 (22.22%) Senior Software Architect
3 4 (22.22%) Senior Software Project Manager
3 4 (22.22%) Software Architect
3 4 (22.22%) Software Project Manager
4 2 (11.11%) Analyst
4 2 (11.11%) Consultant
4 2 (11.11%) Managing Consultant
4 2 (11.11%) Marketing Consultant
5 1 (5.56%) Computer Engineer
Libraries, Frameworks & Software Standards
1 5 (27.78%) J2EE
1 5 (27.78%) J2SE
1 5 (27.78%) JDBC
1 5 (27.78%) Spring
Miscellaneous
1 6 (33.33%) Derivative
2 5 (27.78%) Mobile App
3 4 (22.22%) Virtual Team
4 3 (16.67%) Analytical Skills
5 2 (11.11%) Fixed Income
5 2 (11.11%) Reference Data
6 1 (5.56%) Foreign Exchange (FX)
6 1 (5.56%) Market Risk
Operating Systems
1 5 (27.78%) Android
1 5 (27.78%) Apple iOS
1 5 (27.78%) CentOS
1 5 (27.78%) Linux
Processes & Methodologies
1 15 (83.33%) Mathematics
2 6 (33.33%) Analytics
3 5 (27.78%) Agile Software Development
3 5 (27.78%) Computer Science
3 5 (27.78%) DevOps
3 5 (27.78%) Multithreading
3 5 (27.78%) MVC
3 5 (27.78%) Network Monitoring
4 4 (22.22%) Agile Project Management
4 4 (22.22%) Continuous Integration
4 4 (22.22%) Presales
4 4 (22.22%) Project Management
4 4 (22.22%) Project Planning
4 4 (22.22%) Refactoring
4 4 (22.22%) Scrum
4 4 (22.22%) Unit Testing
5 3 (16.67%) Data Analysis
5 3 (16.67%) Economics
6 2 (11.11%) Econometrics
6 2 (11.11%) Programme Management
Programming Languages
1 11 (61.11%) SQL
2 8 (44.44%) Java
3 6 (33.33%) Python
4 5 (27.78%) PL/SQL
4 5 (27.78%) R
5 2 (11.11%) MATLAB
6 1 (5.56%) C++
6 1 (5.56%) Haskell
6 1 (5.56%) Scala
6 1 (5.56%) VBA
Qualifications
1 18 (100.00%) Degree
2 6 (33.33%) Computer Science Degree
3 3 (16.67%) CFA
4 2 (11.11%) Master's Degree
Quality Assurance & Compliance
1 2 (11.11%) QA
Vendors
1 5 (27.78%) Oracle
2 4 (22.22%) CA Agile Central
3 2 (11.11%) Microsoft
4 1 (5.56%) SAP