Period
to 10 May 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 10 May 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
10 May 2021
Same period 2020 Same period 2019
Rank 225 256 288
Rank change year-on-year +31 +32 +17
Permanent jobs citing Numerate Degree 10 23 44
As % of all permanent jobs advertised in the City of London 0.20% 0.31% 0.43%
As % of the Qualifications category 1.13% 1.61% 2.09%
Number of salaries quoted 9 21 39
10th Percentile £25,000 £47,500 £32,500
25th Percentile £33,750 £52,500 £42,500
Median annual salary (50th Percentile) £42,500 £65,000 £60,000
Median % change year-on-year -34.62% +8.33% -17.24%
75th Percentile £47,500 £82,500 £86,250
90th Percentile £56,500 " £158,750
Central London median annual salary £42,500 £65,000 £75,000
% change year-on-year -34.62% -13.33% +11.11%

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 882 1,429 2,101
As % of all permanent IT jobs advertised in the City of London 17.88% 18.99% 20.66%
Number of salaries quoted 759 1,262 1,810
10th Percentile £42,500 £32,500 £32,500
25th Percentile £52,500 £45,000 £45,000
Median annual salary (50th Percentile) £70,000 £62,500 £61,875
Median % change year-on-year +12.00% +1.01% +3.13%
75th Percentile £85,000 £81,250 £80,000
90th Percentile £93,750 £95,000 £95,000
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 10 May 2021.

Salary histogram for Numerate Degree in the City of London

For the 6 months to 10 May 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 (80.00%) Degree
1 8 (80.00%) Mathematics
2 7 (70.00%) Computer Science
2 7 (70.00%) SQL
3 5 (50.00%) Python
4 4 (40.00%) Fintech
4 4 (40.00%) Statistics
4 4 (40.00%) Computer Science Degree
5 3 (30.00%) Google Data Studio
5 3 (30.00%) Tableau
5 3 (30.00%) Data Structures
5 3 (30.00%) Google
5 3 (30.00%) Finance
5 3 (30.00%) Economics
5 3 (30.00%) Data Modelling
5 3 (30.00%) Data Mining
5 3 (30.00%) ETL
6 2 (20.00%) T-SQL
6 2 (20.00%) .NET
6 2 (20.00%) SQL Server
6 2 (20.00%) C#
6 2 (20.00%) HTML
6 2 (20.00%) JavaScript
6 2 (20.00%) ASP.NET
6 2 (20.00%) CSS
6 2 (20.00%) MVC
6 2 (20.00%) ASP.NET MVC
6 2 (20.00%) Analytics
6 2 (20.00%) Social Skills
6 2 (20.00%) Data Pipeline

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:

Cloud Services
1 3 (30.00%) Google Data Studio
Database & Business Intelligence
1 3 (30.00%) Data Mining
1 3 (30.00%) Tableau
2 2 (20.00%) SQL Server
3 1 (10.00%) PostgreSQL
3 1 (10.00%) PowerPivot
Development Applications
1 1 (10.00%) Jenkins
1 1 (10.00%) Visual Studio
General
1 3 (30.00%) Finance
2 2 (20.00%) Social Skills
3 1 (10.00%) Electronics
3 1 (10.00%) Front Office
Job Titles
1 4 (40.00%) Analyst
1 4 (40.00%) Data Analyst
2 3 (30.00%) Developer
2 3 (30.00%) Graduate
3 2 (20.00%) .NET Developer
3 2 (20.00%) ASP.NET Developer
3 2 (20.00%) ASP.NET MVC Developer
3 2 (20.00%) C# .NET Developer
3 2 (20.00%) C# ASP.NET Developer
3 2 (20.00%) C# Developer
3 2 (20.00%) Graduate .NET Developer
3 2 (20.00%) Graduate ASP.NET Developer
3 2 (20.00%) Graduate C# .NET Developer
3 2 (20.00%) Graduate C# ASP.NET Developer
3 2 (20.00%) Graduate C# Developer
3 2 (20.00%) Graduate Developer
4 1 (10.00%) Business Data Analyst
4 1 (10.00%) Data Engineer
4 1 (10.00%) Graduate Analyst
4 1 (10.00%) Python Engineer
Libraries, Frameworks & Software Standards
1 2 (20.00%) .NET
1 2 (20.00%) ASP.NET
1 2 (20.00%) ASP.NET MVC
1 2 (20.00%) CSS
1 2 (20.00%) HTML
2 1 (10.00%) Django
2 1 (10.00%) Pandas
Miscellaneous
1 3 (30.00%) Data Structures
2 1 (10.00%) Derivative
2 1 (10.00%) Equities
2 1 (10.00%) Management Information System
Operating Systems
1 1 (10.00%) Linux
Processes & Methodologies
1 8 (80.00%) Mathematics
2 7 (70.00%) Computer Science
3 4 (40.00%) Fintech
3 4 (40.00%) Statistics
4 3 (30.00%) Data Modelling
4 3 (30.00%) Economics
4 3 (30.00%) ETL
5 2 (20.00%) Analytics
5 2 (20.00%) Data Pipeline
5 2 (20.00%) MVC
5 2 (20.00%) Problem-Solving
6 1 (10.00%) Agile Software Development
6 1 (10.00%) Data Management
6 1 (10.00%) Decision-Making
6 1 (10.00%) Pair Programming
6 1 (10.00%) Schematic Capture
6 1 (10.00%) SDLC
6 1 (10.00%) Software Engineering
6 1 (10.00%) Statistical Analysis
6 1 (10.00%) TDD
Programming Languages
1 7 (70.00%) SQL
2 5 (50.00%) Python
3 2 (20.00%) C#
3 2 (20.00%) JavaScript
3 2 (20.00%) T-SQL
4 1 (10.00%) C
Qualifications
1 8 (80.00%) Degree
2 4 (40.00%) Computer Science Degree
3 1 (10.00%) Master's Degree
Systems Management
1 1 (10.00%) Puppet
Vendors
1 3 (30.00%) Google
2 1 (10.00%) EMC