Period
to

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 4 July 2022 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
4 Jul 2022
Same period 2021 Same period 2020
Rank 282 242 237
Rank change year-on-year -40 -5 +66
Permanent jobs citing Numerate Degree 18 6 15
As % of all permanent jobs advertised in the City of London 0.22% 0.11% 0.25%
As % of the Qualifications category 1.39% 0.64% 1.33%
Number of salaries quoted 15 5 15
10th Percentile £33,000 - £53,000
25th Percentile £62,875 £25,000 £59,375
Median annual salary (50th Percentile) £92,500 £37,500 £65,000
Median % change year-on-year +146.67% -42.31% +13.04%
75th Percentile £97,500 £43,750 £78,750
90th Percentile £113,150 £46,000 £82,500
Central London median annual salary £90,000 £40,000 £65,000
% change year-on-year +125.00% -38.46% +13.04%

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 1,298 939 1,127
As % of all permanent IT jobs advertised in the City of London 16.07% 17.17% 18.54%
Number of salaries quoted 842 805 1,000
10th Percentile £41,250 £42,500 £32,725
25th Percentile £54,750 £51,750 £46,250
Median annual salary (50th Percentile) £70,000 £70,000 £62,500
Median % change year-on-year - +12.00% -
75th Percentile £92,500 £83,750 £81,063
90th Percentile £105,000 £95,750 £95,000
Central London median annual salary £70,000 £70,000 £62,500
% change year-on-year - +12.00% +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 4 July 2022.

Salary histogram for Numerate Degree in the City of London

For the 6 months to 4 July 2022, 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 14 (77.78%) Mathematics
3 9 (50.00%) Computer Science
4 8 (44.44%) Finance
5 7 (38.89%) Agile
6 6 (33.33%) Data Science
7 5 (27.78%) Problem-Solving
7 5 (27.78%) Requirements Gathering
7 5 (27.78%) Physics
7 5 (27.78%) AWS
7 5 (27.78%) Python
8 4 (22.22%) SQL
8 4 (22.22%) Business Intelligence
8 4 (22.22%) Back Office
8 4 (22.22%) Stakeholder Management
8 4 (22.22%) Programme Management
8 4 (22.22%) Business Case
8 4 (22.22%) Design Thinking
8 4 (22.22%) Power Platform
8 4 (22.22%) PMO
8 4 (22.22%) Digital Transformation Programme
8 4 (22.22%) SDLC
8 4 (22.22%) Power BI
8 4 (22.22%) Fintech
8 4 (22.22%) Waterfall
8 4 (22.22%) Continuous Improvement
9 3 (16.67%) IaaS
9 3 (16.67%) Amazon RDS
9 3 (16.67%) Performance Improvement
9 3 (16.67%) Relational Database

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%) Jupyter
Cloud Services
1 5 (27.78%) AWS
2 4 (22.22%) Power Platform
3 3 (16.67%) Amazon EC2
3 3 (16.67%) Azure
3 3 (16.67%) IaaS
3 3 (16.67%) PaaS
3 3 (16.67%) SaaS
3 3 (16.67%) Virtual Private Cloud
4 2 (11.11%) Azure Cosmos DB
4 2 (11.11%) Cloud Computing
5 1 (5.56%) GitHub
Database & Business Intelligence
1 4 (22.22%) Power BI
2 3 (16.67%) Amazon RDS
2 3 (16.67%) Relational Database
3 2 (11.11%) Big Data
4 1 (5.56%) Data Warehouse
4 1 (5.56%) Geospatial Data
4 1 (5.56%) SQL Server Analysis Services
4 1 (5.56%) SQL Server Integration Services
4 1 (5.56%) SQL Server Reporting Services
4 1 (5.56%) Tableau
General
1 8 (44.44%) Finance
2 4 (22.22%) Back Office
3 3 (16.67%) Documentation Skills
3 3 (16.67%) Front Office
3 3 (16.67%) Law
3 3 (16.67%) Social Skills
4 2 (11.11%) Analytical Skills
5 1 (5.56%) Advertising
5 1 (5.56%) Banking
5 1 (5.56%) Marketing
Job Titles
1 4 (22.22%) Analyst
1 4 (22.22%) Project Manager
1 4 (22.22%) Transformation Manager
1 4 (22.22%) Transformation Project Manager
2 3 (16.67%) Business Analyst
2 3 (16.67%) Cloud Engineer
2 3 (16.67%) Data Analyst
2 3 (16.67%) Developer
3 2 (11.11%) AWS Engineer
3 2 (11.11%) Data Business Analyst
3 2 (11.11%) Data Scientist
3 2 (11.11%) Junior
3 2 (11.11%) Junior Risk Manager
3 2 (11.11%) Risk Manager
3 2 (11.11%) Senior Developer
4 1 (5.56%) Business Intelligence Analyst
4 1 (5.56%) Graduate Developer
4 1 (5.56%) Graduate Software Developer
4 1 (5.56%) Senior C++ Developer
4 1 (5.56%) Senior Data Warehouse Specialist
Libraries, Frameworks & Software Standards
1 1 (5.56%) GraphQL
1 1 (5.56%) Matplotlib
1 1 (5.56%) Pandas
1 1 (5.56%) PySpark
1 1 (5.56%) React
1 1 (5.56%) scikit-learn
1 1 (5.56%) XGBoost
Miscellaneous
1 3 (16.67%) Algorithms
1 3 (16.67%) Self-Motivation
1 3 (16.67%) Virtual Team
2 2 (11.11%) Market Risk
3 1 (5.56%) User Experience
Operating Systems
1 1 (5.56%) Linux
Processes & Methodologies
1 14 (77.78%) Mathematics
2 9 (50.00%) Computer Science
3 7 (38.89%) Agile
4 6 (33.33%) Data Science
5 5 (27.78%) Physics
5 5 (27.78%) Problem-Solving
5 5 (27.78%) Requirements Gathering
6 4 (22.22%) Business Case
6 4 (22.22%) Business Intelligence
6 4 (22.22%) Continuous Improvement
6 4 (22.22%) Design Thinking
6 4 (22.22%) Digital Transformation Programme
6 4 (22.22%) Fintech
6 4 (22.22%) Programme Management
6 4 (22.22%) SDLC
6 4 (22.22%) Stakeholder Management
6 4 (22.22%) Waterfall
7 3 (16.67%) Identity Access Management
7 3 (16.67%) Mentoring
7 3 (16.67%) Performance Improvement
Programming Languages
1 5 (27.78%) Python
2 4 (22.22%) SQL
3 2 (11.11%) C#
4 1 (5.56%) C++
4 1 (5.56%) Data Analysis Expressions (DAX)
4 1 (5.56%) Java
4 1 (5.56%) T-SQL
4 1 (5.56%) TypeScript
Qualifications
1 18 (100.00%) Degree
2 3 (16.67%) Computer Science Degree
3 1 (5.56%) Master's Degree
3 1 (5.56%) PhD
Quality Assurance & Compliance
1 4 (22.22%) PMO
2 1 (5.56%) Data Quality
Systems Management
1 2 (11.11%) Kubernetes
Vendors
1 1 (5.56%) Microsoft