Period
to 13 August 2020

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Numerate Degree qualifications. Included is a benchmarking guide to the salaries offered over the 6 months to 13 August 2020 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
England > London
6 months to
13 Aug 2020
Same period 2019 Same period 2018
Rank 456 559 506
Rank change year-on-year +103 -53 +6
Permanent jobs citing Numerate Degree 79 178 339
As % of all permanent jobs advertised in London 0.30% 0.32% 0.49%
As % of the Qualifications category 1.50% 1.53% 2.13%
Number of salaries quoted 77 178 261
Median annual salary £67,500 £57,500 £67,500
Median salary % change year-on-year +17.39% -14.81% +35.00%
10th Percentile £35,300 £32,500 £32,500
90th Percentile £120,000 £100,000 £122,500
England median annual salary £52,500 £47,500 £55,000
% change year-on-year +10.53% -13.64% +29.41%

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 London with a requirement for academic qualifications or professional certifications.

All Academic and Professional Certifications
London
Permanent vacancies requiring academic qualifications or professional certifications 5,269 11,598 15,907
As % of all permanent IT jobs advertised in London 20.30% 20.60% 22.93%
Number of salaries quoted 3,863 8,688 11,801
Median annual salary £65,000 £60,000 £59,000
Median salary % change year-on-year +8.33% +1.69% +7.27%
10th Percentile £35,180 £31,250 £31,250
90th Percentile £105,000 £95,000 £92,500
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +9.86%

Numerate Degree
Job Vacancy Trend in London

Job postings citing Numerate Degree as a proportion of all IT jobs advertised in London.

Job vacancy trend for Numerate Degree in London

Numerate Degree
Salary Trend in London

3-month moving average salary quoted in jobs citing Numerate Degree in London.

Salary trend for Numerate Degree in London

Numerate Degree
Salary Histogram in London

Salary distribution for jobs citing Numerate Degree in London over the 6 months to 13 August 2020.

Salary histogram for Numerate Degree in London

Numerate Degree
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Numerate Degree within the London region over the 6 months to 13 August 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +97 14 £65,000 +10.64% 5
South London +39 7 £67,500 +3.85%
West London +60 1 £90,000 +63.64%
North London - 1 - -
Numerate Degree
England

For the 6 months to 13 August 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 London region with a requirement for Numerate Degree.

1 78 (98.73%) Degree
2 73 (92.41%) Mathematics
3 45 (56.96%) SQL
4 39 (49.37%) Python
5 38 (48.10%) Java
5 38 (48.10%) Computer Science
6 34 (43.04%) Finance
7 28 (35.44%) C#
8 27 (34.18%) Analytics
9 26 (32.91%) Statistics
10 24 (30.38%) Algorithms
11 23 (29.11%) Analytical Skills
12 22 (27.85%) MongoDB
13 20 (25.32%) Data Mining
13 20 (25.32%) Software Engineering
14 18 (22.78%) JavaScript
14 18 (22.78%) Machine Learning
15 17 (21.52%) DevOps
15 17 (21.52%) Agile Software Development
16 16 (20.25%) Oracle
16 16 (20.25%) Marketing
17 15 (18.99%) Coaching
17 15 (18.99%) .NET
17 15 (18.99%) Artificial Intelligence
17 15 (18.99%) Data Science
18 14 (17.72%) Problem-Solving
18 14 (17.72%) Computer Science Degree
18 14 (17.72%) OO
19 13 (16.46%) SQL Server
19 13 (16.46%) NoSQL

Numerate Degree
Co-occurring IT Skills in 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 7 (8.86%) Apache Spark
2 5 (6.33%) Jupyter
3 3 (3.80%) SAS
4 2 (2.53%) IBM Domino
5 1 (1.27%) Confluence
Applications
1 6 (7.59%) Microsoft Excel
2 3 (3.80%) EViews
2 3 (3.80%) Stata
3 2 (2.53%) Microsoft Office
3 2 (2.53%) Microsoft PowerPoint
Business Applications
1 5 (6.33%) SAP CRM
1 5 (6.33%) SAP ERP
1 5 (6.33%) SAP IS-U
Cloud Services
1 6 (7.59%) AWS
2 5 (6.33%) Cloud Computing
3 4 (5.06%) Power Platform
4 1 (1.27%) Azure
Database & Business Intelligence
1 22 (27.85%) MongoDB
2 20 (25.32%) Data Mining
3 13 (16.46%) NoSQL
3 13 (16.46%) SQL Server
4 11 (13.92%) Big Data
5 8 (10.13%) Hadoop
5 8 (10.13%) PostgreSQL
6 7 (8.86%) Blockchain
7 4 (5.06%) Power BI
7 4 (5.06%) Relational Database
8 2 (2.53%) Microsoft Analysis Services
8 2 (2.53%) SQL Server Analysis Services
8 2 (2.53%) SQL Server Integration Services
8 2 (2.53%) SQL Server Reporting Services
8 2 (2.53%) STATISTICA
9 1 (1.27%) BusinessObjects
9 1 (1.27%) Data Warehouse
9 1 (1.27%) KDB
9 1 (1.27%) MySQL
Development Applications
1 5 (6.33%) TeamCity
2 4 (5.06%) VersionOne
3 3 (3.80%) Git (software)
3 3 (3.80%) JIRA
4 2 (2.53%) Artifactory
4 2 (2.53%) GitLab
4 2 (2.53%) Jenkins
4 2 (2.53%) JUnit
4 2 (2.53%) Subversion
5 1 (1.27%) Cucumber
5 1 (1.27%) GCC
5 1 (1.27%) Mercurial
5 1 (1.27%) Protractor
5 1 (1.27%) REST Assured
5 1 (1.27%) Selenium
5 1 (1.27%) Visual Studio
General
1 34 (43.04%) Finance
2 16 (20.25%) Marketing
3 8 (10.13%) Banking
3 8 (10.13%) Financial Institution
4 7 (8.86%) Back Office
4 7 (8.86%) Investment Banking
5 6 (7.59%) Telecoms
6 5 (6.33%) Games
7 4 (5.06%) Front Office
8 3 (3.80%) Advertising
9 2 (2.53%) Electronics
9 2 (2.53%) Public Sector
10 1 (1.27%) Legal
10 1 (1.27%) Manufacturing
10 1 (1.27%) Publishing
Job Titles
1 32 (40.51%) Developer
2 16 (20.25%) C# Developer
3 14 (17.72%) .NET Developer
4 13 (16.46%) C# .NET Developer
5 11 (13.92%) Java Developer
6 10 (12.66%) Data Scientist
7 9 (11.39%) JavaScript Developer
8 8 (10.13%) Analyst
8 8 (10.13%) Software Engineer
9 7 (8.86%) Blockchain Developer
9 7 (8.86%) Senior Developer
9 7 (8.86%) Senior Java Developer
10 6 (7.59%) Algorithm Engineer
10 6 (7.59%) C# Software Engineer
10 6 (7.59%) F# Developer
10 6 (7.59%) JavaScript Engineer
10 6 (7.59%) Senior Data Scientist
11 4 (5.06%) Senior Project Manager
11 4 (5.06%) Senior Software Architect
11 4 (5.06%) Software Project Manager
Libraries, Frameworks & Software Standards
1 15 (18.99%) .NET
2 10 (12.66%) Spring
3 8 (10.13%) Web Services
4 7 (8.86%) J2EE
4 7 (8.86%) J2SE
4 7 (8.86%) JDBC
4 7 (8.86%) RESTful
5 6 (7.59%) Akka.NET
6 4 (5.06%) HTML
7 3 (3.80%) AngularJS
7 3 (3.80%) Spring Boot
7 3 (3.80%) TensorFlow
8 2 (2.53%) Boost C++ Libraries
8 2 (2.53%) CSS
8 2 (2.53%) Dropwizard
8 2 (2.53%) HTML5
8 2 (2.53%) JSON
8 2 (2.53%) Protocol Buffers
8 2 (2.53%) REST
8 2 (2.53%) scikit-learn
Miscellaneous
1 24 (30.38%) Algorithms
2 23 (29.11%) Analytical Skills
3 12 (15.19%) Derivative
4 7 (8.86%) Mobile App
4 7 (8.86%) Renewable Energy
5 5 (6.33%) Analytical Mindset
6 4 (5.06%) Virtual Team
7 3 (3.80%) Enterprise Software
8 2 (2.53%) Foreign Exchange (FX)
8 2 (2.53%) Management Information System
9 1 (1.27%) Blog
9 1 (1.27%) Client/Server
9 1 (1.27%) Data Structures
9 1 (1.27%) Equities
9 1 (1.27%) Equity Derivative
9 1 (1.27%) Fixed Income
9 1 (1.27%) Hedge funds
9 1 (1.27%) Mobile Games
9 1 (1.27%) Private Cloud
9 1 (1.27%) User Experience
Operating Systems
1 10 (12.66%) Linux
2 7 (8.86%) Android
2 7 (8.86%) Apple iOS
2 7 (8.86%) CentOS
3 1 (1.27%) Windows
Processes & Methodologies
1 73 (92.41%) Mathematics
2 38 (48.10%) Computer Science
3 27 (34.18%) Analytics
4 26 (32.91%) Statistics
5 20 (25.32%) Software Engineering
6 18 (22.78%) Machine Learning
7 17 (21.52%) Agile Software Development
7 17 (21.52%) DevOps
8 15 (18.99%) Artificial Intelligence
8 15 (18.99%) Coaching
8 15 (18.99%) Data Science
9 14 (17.72%) OO
9 14 (17.72%) Problem-Solving
10 13 (16.46%) Data Engineering
10 13 (16.46%) Visualisation
11 12 (15.19%) Data Analytics
11 12 (15.19%) Economics
11 12 (15.19%) Physics
12 11 (13.92%) Data Visualisation
13 9 (11.39%) Multithreading
Programming Languages
1 45 (56.96%) SQL
2 39 (49.37%) Python
3 38 (48.10%) Java
4 28 (35.44%) C#
5 18 (22.78%) JavaScript
6 10 (12.66%) R
7 9 (11.39%) PL/SQL
8 6 (7.59%) C++
8 6 (7.59%) F#
9 4 (5.06%) C
10 3 (3.80%) MATLAB
11 2 (2.53%) Data Analysis Expressions (DAX)
11 2 (2.53%) Perl
11 2 (2.53%) T-SQL
11 2 (2.53%) VB
11 2 (2.53%) VBA
12 1 (1.27%) Bash Shell
12 1 (1.27%) Scala
12 1 (1.27%) Shell Script
12 1 (1.27%) VB.NET
Qualifications
1 78 (98.73%) Degree
2 14 (17.72%) Computer Science Degree
3 9 (11.39%) PhD
4 1 (1.27%) CFA
4 1 (1.27%) DV Cleared
4 1 (1.27%) Master's Degree
4 1 (1.27%) Security Cleared
Quality Assurance & Compliance
1 2 (2.53%) QA
2 1 (1.27%) Actionable Recommendations
2 1 (1.27%) Data Quality
2 1 (1.27%) ISO 13485
2 1 (1.27%) ISO/IEC 27001
System Software
1 11 (13.92%) Docker
Systems Management
1 8 (10.13%) Kubernetes
2 7 (8.86%) Istio
3 3 (3.80%) Kibana
4 2 (2.53%) Prometheus
Vendors
1 16 (20.25%) Oracle
2 8 (10.13%) Tableau
3 6 (7.59%) Microsoft
3 6 (7.59%) SAP
4 4 (5.06%) CA Agile Central
5 2 (2.53%) Alteryx
5 2 (2.53%) Salesforce.com
6 1 (1.27%) Cadence
6 1 (1.27%) Cloudera
6 1 (1.27%) Cognizant
6 1 (1.27%) Hortonworks
6 1 (1.27%) Perforce