Period
to 28 October 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 28 October 2020 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
England > London
6 months to
28 Oct 2020
Same period 2019 Same period 2018
Rank 396 619 510
Rank change year-on-year +223 -109 +57
Permanent jobs citing Numerate Degree 70 133 330
As % of all permanent jobs advertised in London 0.35% 0.24% 0.49%
As % of the Qualifications category 1.75% 1.21% 2.19%
Number of salaries quoted 64 102 269
Median annual salary £65,000 £57,500 £62,500
Median salary % change year-on-year +13.04% -8.00% +25.00%
10th Percentile £40,000 £30,500 £34,750
90th Percentile £120,000 £100,000 £120,500
England median annual salary £55,000 £40,000 £55,000
% change year-on-year +37.50% -27.27% +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 London with a requirement for academic qualifications or professional certifications.

All Academic and Professional Certifications
London
Permanent vacancies requiring academic qualifications or professional certifications 3,990 11,005 15,050
As % of all permanent IT jobs advertised in London 20.02% 20.13% 22.27%
Number of salaries quoted 3,109 8,294 11,208
Median annual salary £65,000 £60,000 £60,000
Median salary % change year-on-year +8.33% - +6.67%
10th Percentile £40,000 £31,250 £30,750
90th Percentile £106,250 £95,000 £95,000
England median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

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 28 October 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 28 October 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 +154 14 £57,500 +24.32% 6
North London - 5 £65,000 -
West London +82 4 £45,000 -18.18%
Numerate Degree
England

For the 6 months to 28 October 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 69 (98.57%) Degree
2 60 (85.71%) Mathematics
3 48 (68.57%) SQL
4 35 (50.00%) C#
5 33 (47.14%) Python
6 30 (42.86%) Computer Science
7 27 (38.57%) Java
7 27 (38.57%) Analytics
8 24 (34.29%) Statistics
9 23 (32.86%) Finance
10 22 (31.43%) Analytical Skills
11 20 (28.57%) MongoDB
11 20 (28.57%) .NET
12 18 (25.71%) Algorithms
13 16 (22.86%) Relational Database
14 15 (21.43%) Software Engineering
15 13 (18.57%) Agile Software Development
15 13 (18.57%) JavaScript
16 12 (17.14%) Data Mining
16 12 (17.14%) Asset Management
16 12 (17.14%) Artificial Intelligence
16 12 (17.14%) Machine Learning
16 12 (17.14%) Coaching
16 12 (17.14%) Tableau
17 11 (15.71%) NoSQL
17 11 (15.71%) Data Engineering
17 11 (15.71%) OO
18 10 (14.29%) C++
18 10 (14.29%) Fintech
18 10 (14.29%) Data Science

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 (10.00%) Apache Spark
2 3 (4.29%) Confluence
3 2 (2.86%) SAS
Applications
1 7 (10.00%) Microsoft Excel
2 2 (2.86%) EViews
2 2 (2.86%) Microsoft Office
2 2 (2.86%) SPSS
2 2 (2.86%) SPSS Modeler
2 2 (2.86%) Stata
Cloud Services
1 4 (5.71%) SaaS
2 2 (2.86%) Power Platform
3 1 (1.43%) AWS
3 1 (1.43%) Azure
Communications & Networking
1 2 (2.86%) Firewall
Database & Business Intelligence
1 20 (28.57%) MongoDB
2 16 (22.86%) Relational Database
3 12 (17.14%) Data Mining
3 12 (17.14%) Tableau
4 11 (15.71%) NoSQL
5 8 (11.43%) PostgreSQL
5 8 (11.43%) SQL Server
6 7 (10.00%) Blockchain
7 6 (8.57%) Big Data
8 2 (2.86%) Data Lake
8 2 (2.86%) Power BI
9 1 (1.43%) BusinessObjects
9 1 (1.43%) Data Warehouse
9 1 (1.43%) Hadoop
9 1 (1.43%) KDB
9 1 (1.43%) MySQL
Development Applications
1 6 (8.57%) Git (software)
2 4 (5.71%) Jenkins
2 4 (5.71%) Subversion
3 3 (4.29%) GCC
3 3 (4.29%) JIRA
3 3 (4.29%) Visual Studio
4 1 (1.43%) Cucumber
4 1 (1.43%) Mercurial
4 1 (1.43%) Protractor
4 1 (1.43%) REST Assured
4 1 (1.43%) Selenium
4 1 (1.43%) TeamCity
General
1 23 (32.86%) Finance
2 9 (12.86%) Marketing
3 7 (10.00%) Retail
4 6 (8.57%) Financial Institution
5 3 (4.29%) Front Office
5 3 (4.29%) Games
6 2 (2.86%) Advertising
6 2 (2.86%) Electronics
6 2 (2.86%) Public Sector
7 1 (1.43%) Banking
7 1 (1.43%) Investment Banking
7 1 (1.43%) Manufacturing
7 1 (1.43%) Publishing
7 1 (1.43%) Telecoms
Job Titles
1 33 (47.14%) Developer
2 20 (28.57%) C# Developer
3 15 (21.43%) .NET Developer
4 14 (20.00%) C# .NET Developer
5 12 (17.14%) Analyst
6 11 (15.71%) Quantitative Developer
7 9 (12.86%) Data Scientist
8 7 (10.00%) Blockchain Developer
8 7 (10.00%) Business Intelligence Analyst
8 7 (10.00%) F# Developer
8 7 (10.00%) JavaScript Developer
8 7 (10.00%) Senior Analyst
9 6 (8.57%) Senior Business Intelligence Analyst
10 5 (7.14%) C# Quant Developer
10 5 (7.14%) C++ Developer
10 5 (7.14%) Quantitative Specialist
10 5 (7.14%) Software Developer
10 5 (7.14%) Software Engineer
11 4 (5.71%) Algorithm Engineer
11 4 (5.71%) JavaScript Engineer
Libraries, Frameworks & Software Standards
1 20 (28.57%) .NET
2 8 (11.43%) Web Services
3 7 (10.00%) Akka.NET
3 7 (10.00%) RESTful
4 6 (8.57%) TensorFlow
4 6 (8.57%) Torch
5 5 (7.14%) scikit-learn
5 5 (7.14%) Theano
6 4 (5.71%) Boost C++ Libraries
7 3 (4.29%) Qt
8 2 (2.86%) CSS
8 2 (2.86%) HTML
9 1 (1.43%) Backbone.js
9 1 (1.43%) Caffe
9 1 (1.43%) MXNet
9 1 (1.43%) NumPy
9 1 (1.43%) PyTorch
9 1 (1.43%) SciPy
9 1 (1.43%) STL
9 1 (1.43%) Vulkan
Miscellaneous
1 22 (31.43%) Analytical Skills
2 18 (25.71%) Algorithms
3 9 (12.86%) Equities
3 9 (12.86%) Fixed Income
4 7 (10.00%) Renewable Energy
5 6 (8.57%) FMCG
6 2 (2.86%) Cyber Kill Chain
6 2 (2.86%) Cyberthreat
6 2 (2.86%) Derivative
7 1 (1.43%) Blog
7 1 (1.43%) Client/Server
7 1 (1.43%) Data Structures
7 1 (1.43%) Enterprise Software
7 1 (1.43%) Foreign Exchange (FX)
7 1 (1.43%) Hedge funds
7 1 (1.43%) Management Information System
7 1 (1.43%) Mobile Games
7 1 (1.43%) Private Cloud
7 1 (1.43%) User Experience
Operating Systems
1 4 (5.71%) Linux
2 3 (4.29%) Windows
Processes & Methodologies
1 60 (85.71%) Mathematics
2 30 (42.86%) Computer Science
3 27 (38.57%) Analytics
4 24 (34.29%) Statistics
5 15 (21.43%) Software Engineering
6 13 (18.57%) Agile Software Development
7 12 (17.14%) Artificial Intelligence
7 12 (17.14%) Asset Management
7 12 (17.14%) Coaching
7 12 (17.14%) Machine Learning
8 11 (15.71%) Data Engineering
8 11 (15.71%) OO
9 10 (14.29%) Data Science
9 10 (14.29%) Fintech
10 9 (12.86%) Business Intelligence
10 9 (12.86%) Linear Algebra
10 9 (12.86%) Visualisation
11 8 (11.43%) DevOps
11 8 (11.43%) Microservices
11 8 (11.43%) Stakeholder Management
Programming Languages
1 48 (68.57%) SQL
2 35 (50.00%) C#
3 33 (47.14%) Python
4 27 (38.57%) Java
5 13 (18.57%) JavaScript
6 10 (14.29%) C++
7 7 (10.00%) F#
8 6 (8.57%) R
9 5 (7.14%) VB.NET
10 4 (5.71%) VBA
11 3 (4.29%) C
11 3 (4.29%) Scala
11 3 (4.29%) Shell Script
12 1 (1.43%) Bash Shell
12 1 (1.43%) Clojure
12 1 (1.43%) Erlang
12 1 (1.43%) Haskell
12 1 (1.43%) Rust
12 1 (1.43%) T-SQL
Qualifications
1 69 (98.57%) Degree
2 8 (11.43%) PhD
3 5 (7.14%) Postgraduate
4 3 (4.29%) Computer Science Degree
5 1 (1.43%) DV Cleared
5 1 (1.43%) Master's Degree
5 1 (1.43%) Security Cleared
Quality Assurance & Compliance
1 1 (1.43%) Actionable Recommendations
1 1 (1.43%) Data Quality
1 1 (1.43%) ISO 13485
1 1 (1.43%) ISO/IEC 27001
1 1 (1.43%) QA
System Software
1 8 (11.43%) Docker
Systems Management
1 7 (10.00%) Istio
1 7 (10.00%) Kubernetes
2 1 (1.43%) Kibana
Vendors
1 9 (12.86%) Oracle
2 8 (11.43%) Microsoft
3 3 (4.29%) Perforce
4 1 (1.43%) Cognizant
4 1 (1.43%) SAP