Period
to 1 March 2021

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 March 2021 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 Mar 2021
Same period 2020 Same period 2019
Rank 219 285 293
Rank change year-on-year +66 +8 +1
Permanent jobs citing Numerate Degree 8 21 39
As % of all permanent jobs advertised in the City of London 0.17% 0.23% 0.37%
As % of the Qualifications category 0.90% 1.28% 1.79%
Number of salaries quoted 8 19 39
Median annual salary £46,250 £62,500 £75,000
Median salary % change year-on-year -26.00% -16.67% +17.65%
10th Percentile £41,250 £46,750 £32,500
90th Percentile £68,250 £84,500 £137,750
Central London median annual salary £55,000 £65,000 £75,000
% change year-on-year -15.38% -13.33% +25.00%

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 887 1,641 2,182
As % of all permanent IT jobs advertised in the City of London 19.02% 18.30% 20.86%
Number of salaries quoted 748 1,439 1,877
Median annual salary £70,000 £62,500 £60,000
Median salary % change year-on-year +12.00% +4.17% +3.00%
10th Percentile £43,750 £30,500 £32,500
90th Percentile £93,750 £95,000 £94,250
Central London median annual salary £70,000 £62,500 £60,000
% change year-on-year +12.00% +4.17% +4.35%

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 March 2021.

Salary histogram for Numerate Degree in the City of London

For the 6 months to 1 March 2021, 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 8 (100.00%) Degree
2 7 (87.50%) Python
3 5 (62.50%) Mathematics
3 5 (62.50%) Computer Science
4 4 (50.00%) SQL
4 4 (50.00%) Finance
5 3 (37.50%) Agile Software Development
5 3 (37.50%) Linux
5 3 (37.50%) Data Modelling
5 3 (37.50%) Data Mining
5 3 (37.50%) ETL
5 3 (37.50%) Statistics
5 3 (37.50%) Tableau
5 3 (37.50%) Data Structures
5 3 (37.50%) Economics
5 3 (37.50%) Google
5 3 (37.50%) Jenkins
6 2 (25.00%) Analytical Skills
6 2 (25.00%) Requirements Gathering
6 2 (25.00%) JIRA
6 2 (25.00%) Qt
6 2 (25.00%) Boost C++ Libraries
6 2 (25.00%) Open Source
6 2 (25.00%) Confluence
6 2 (25.00%) Continuous Delivery
6 2 (25.00%) Fintech
6 2 (25.00%) Computer Science Degree
6 2 (25.00%) Analytics
6 2 (25.00%) GCC
6 2 (25.00%) Microsoft

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 2 (25.00%) Confluence
Applications
1 2 (25.00%) Microsoft Excel
Database & Business Intelligence
1 3 (37.50%) Data Mining
1 3 (37.50%) Tableau
2 1 (12.50%) PostgreSQL
Development Applications
1 3 (37.50%) Jenkins
2 2 (25.00%) GCC
2 2 (25.00%) JIRA
2 2 (25.00%) Subversion
2 2 (25.00%) Visual Studio
General
1 4 (50.00%) Finance
2 1 (12.50%) Electronics
2 1 (12.50%) Front Office
Job Titles
1 3 (37.50%) Analyst
1 3 (37.50%) Data Analyst
1 3 (37.50%) Developer
2 2 (25.00%) C++ Developer
3 1 (12.50%) Business Data Analyst
3 1 (12.50%) Data Insight Analyst
3 1 (12.50%) Electronics Engineer
3 1 (12.50%) Insight Analyst
3 1 (12.50%) Insight Data Analyst
3 1 (12.50%) Junior
3 1 (12.50%) Junior Software Engineer
3 1 (12.50%) Python Developer
3 1 (12.50%) Python Engineer
3 1 (12.50%) Python Software Engineer
3 1 (12.50%) Software Engineer
Libraries, Frameworks & Software Standards
1 2 (25.00%) Boost C++ Libraries
1 2 (25.00%) Qt
2 1 (12.50%) Django
2 1 (12.50%) Pandas
Miscellaneous
1 3 (37.50%) Data Structures
2 2 (25.00%) Analytical Skills
3 1 (12.50%) Derivative
3 1 (12.50%) Equities
Operating Systems
1 3 (37.50%) Linux
2 2 (25.00%) Windows
Processes & Methodologies
1 5 (62.50%) Computer Science
1 5 (62.50%) Mathematics
2 3 (37.50%) Agile Software Development
2 3 (37.50%) Data Modelling
2 3 (37.50%) Economics
2 3 (37.50%) ETL
2 3 (37.50%) Statistics
3 2 (25.00%) Analytics
3 2 (25.00%) Continuous Delivery
3 2 (25.00%) Fintech
3 2 (25.00%) Open Source
3 2 (25.00%) Requirements Gathering
3 2 (25.00%) Validation
4 1 (12.50%) BDD
4 1 (12.50%) Continuous Integration
4 1 (12.50%) Numerical Analysis
4 1 (12.50%) Physics
4 1 (12.50%) Problem-Solving
4 1 (12.50%) Schematic Capture
4 1 (12.50%) SDLC
Programming Languages
1 7 (87.50%) Python
2 4 (50.00%) SQL
3 2 (25.00%) C#
3 2 (25.00%) C++
3 2 (25.00%) Shell Script
3 2 (25.00%) VBA
4 1 (12.50%) C
Qualifications
1 8 (100.00%) Degree
2 2 (25.00%) Computer Science Degree
Systems Management
1 1 (12.50%) Puppet
Vendors
1 3 (37.50%) Google
2 2 (25.00%) Microsoft
2 2 (25.00%) Perforce
3 1 (12.50%) EMC