Period
to 19 October 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 19 October 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
19 Oct 2021
Same period 2020 Same period 2019
Rank 244 193 310
Rank change year-on-year -51 +117 +16
Permanent jobs citing Numerate Degree 12 7 11
As % of all permanent jobs advertised in the City of London 0.20% 0.19% 0.11%
As % of the Qualifications category 1.36% 1.03% 0.63%
Number of salaries quoted 6 6 9
10th Percentile £40,625 £36,875 £38,200
25th Percentile £58,438 £49,063 £42,500
Median annual salary (50th Percentile) £92,500 £56,250 £57,500
Median % change year-on-year +64.44% -2.17% -8.00%
75th Percentile £93,750 £65,625 £73,750
90th Percentile " £67,500 £117,500
Central London median annual salary £92,500 £57,500 £50,000
% change year-on-year +60.87% +15.00% -23.08%

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 882 678 1,734
As % of all permanent IT jobs advertised in the City of London 14.81% 18.76% 17.42%
Number of salaries quoted 757 588 1,461
10th Percentile £41,250 £34,325 £28,750
25th Percentile £50,000 £48,500 £44,500
Median annual salary (50th Percentile) £70,000 £65,000 £65,000
Median % change year-on-year +7.69% - +4.00%
75th Percentile £87,500 £81,250 £82,500
90th Percentile £102,500 £95,000 £97,500
Central London median annual salary £67,500 £65,000 £62,500
% change year-on-year +3.85% +4.00% +4.17%

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 19 October 2021.

Salary histogram for Numerate Degree in the City of London

For the 6 months to 19 October 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 12 (100.00%) Degree
2 7 (58.33%) Python
2 7 (58.33%) Analytical Skills
3 6 (50.00%) Problem-Solving
3 6 (50.00%) Computer Science
3 6 (50.00%) Statistics
4 5 (41.67%) Finance
4 5 (41.67%) Analytics
4 5 (41.67%) Data Science
5 4 (33.33%) Business Process Modelling
5 4 (33.33%) Master's Degree
5 4 (33.33%) Alteryx
5 4 (33.33%) Tableau
5 4 (33.33%) Continuous Improvement
5 4 (33.33%) R
5 4 (33.33%) Design Thinking
5 4 (33.33%) Lean Software Development
5 4 (33.33%) Power Platform
5 4 (33.33%) Insurtech
5 4 (33.33%) Requirements Gathering
5 4 (33.33%) Business Case
5 4 (33.33%) Microsoft 365
5 4 (33.33%) Statistical Modelling
5 4 (33.33%) GAP Analysis
5 4 (33.33%) SQL
5 4 (33.33%) SAP
5 4 (33.33%) Microsoft
5 4 (33.33%) Business Analysis
5 4 (33.33%) Stakeholder Management
5 4 (33.33%) Mathematics

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 (16.67%) SAS
Cloud Services
1 4 (33.33%) Microsoft 365
1 4 (33.33%) Power Platform
Database & Business Intelligence
1 4 (33.33%) Tableau
2 2 (16.67%) Base SAS
3 1 (8.33%) PowerPivot
Development Applications
1 1 (8.33%) Visual Studio
General
1 7 (58.33%) Analytical Skills
2 5 (41.67%) Finance
3 3 (25.00%) Law
4 2 (16.67%) Social Skills
Job Titles
1 3 (25.00%) Data Scientist
2 2 (16.67%) Architect
2 2 (16.67%) Digital Architect
2 2 (16.67%) Digital Solutions Architect
2 2 (16.67%) Programmer
2 2 (16.67%) Senior Data Scientist
2 2 (16.67%) Solutions Architect
2 2 (16.67%) Statistical Programmer
3 1 (8.33%) Analyst
3 1 (8.33%) C++ Developer
3 1 (8.33%) Data Analyst
3 1 (8.33%) Data Engineer
3 1 (8.33%) Developer
3 1 (8.33%) Graduate
3 1 (8.33%) Graduate Analyst
3 1 (8.33%) Graduate Data Analyst
3 1 (8.33%) Junior
3 1 (8.33%) Junior C++ Developer
3 1 (8.33%) Junior Developer
Libraries, Frameworks & Software Standards
1 1 (8.33%) Boost C++ Libraries
1 1 (8.33%) STL
Miscellaneous
1 2 (16.67%) Life Science
2 1 (8.33%) Management Information System
Processes & Methodologies
1 6 (50.00%) Computer Science
1 6 (50.00%) Problem-Solving
1 6 (50.00%) Statistics
2 5 (41.67%) Analytics
2 5 (41.67%) Data Science
3 4 (33.33%) Business Analysis
3 4 (33.33%) Business Case
3 4 (33.33%) Business Process Modelling
3 4 (33.33%) Continuous Improvement
3 4 (33.33%) Design Thinking
3 4 (33.33%) GAP Analysis
3 4 (33.33%) Insurtech
3 4 (33.33%) Lean Software Development
3 4 (33.33%) Mathematics
3 4 (33.33%) Physics
3 4 (33.33%) Requirements Gathering
3 4 (33.33%) Stakeholder Management
3 4 (33.33%) Statistical Modelling
4 3 (25.00%) Data Visualisation
4 3 (25.00%) Use Case
Programming Languages
1 7 (58.33%) Python
2 4 (33.33%) R
2 4 (33.33%) SQL
3 2 (16.67%) SAS Macro
4 1 (8.33%) C++
Qualifications
1 12 (100.00%) Degree
2 4 (33.33%) Master's Degree
Quality Assurance & Compliance
1 2 (16.67%) CDISC
Vendors
1 4 (33.33%) Alteryx
1 4 (33.33%) Microsoft
1 4 (33.33%) SAP