Period
to 1 August 2021

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 1 August 2021 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
England > London
6 months to
1 Aug 2021
Same period 2020 Same period 2019
Rank 511 463 576
Rank change year-on-year -48 +113 -45
Permanent jobs citing Numerate Degree 165 80 185
As % of all permanent jobs advertised in London 0.37% 0.28% 0.33%
As % of the Qualifications category 2.05% 1.40% 1.56%
Number of salaries quoted 88 74 154
10th Percentile £40,000 £35,150 £32,500
25th Percentile £42,500 £45,000 £46,250
Median annual salary (50th Percentile) £60,000 £66,250 £57,500
Median % change year-on-year -9.43% +15.22% -11.54%
75th Percentile £90,000 £94,688 £75,000
90th Percentile £95,375 £120,000 £100,000
England median annual salary £55,000 £50,000 £45,500
% change year-on-year +10.00% +9.89% -17.27%

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 8,044 5,702 11,832
As % of all permanent IT jobs advertised in London 17.82% 20.24% 20.81%
Number of salaries quoted 5,082 4,316 9,025
10th Percentile £37,500 £35,000 £31,250
25th Percentile £48,750 £46,250 £42,500
Median annual salary (50th Percentile) £65,000 £62,500 £60,000
Median % change year-on-year +4.00% +4.17% +4.35%
75th Percentile £85,000 £82,500 £79,000
90th Percentile £100,000 £102,500 £96,250
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

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 1 August 2021.

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 1 August 2021. 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 -21 9 £45,000 -30.77% 7
North London +18 1 £42,500 -
East London - 1 £55,000 - 1
Numerate Degree
England

For the 6 months to 1 August 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 London region with a requirement for Numerate Degree.

1 163 (98.79%) Degree
2 117 (70.91%) Mathematics
3 84 (50.91%) Computer Science
4 67 (40.61%) Analytics
5 62 (37.58%) Python
6 60 (36.36%) SQL
6 60 (36.36%) Analytical Skills
7 54 (32.73%) Computer Science Degree
8 48 (29.09%) Social Skills
9 47 (28.48%) Problem-Solving
10 46 (27.88%) JavaScript
11 44 (26.67%) Finance
11 44 (26.67%) Tableau
12 40 (24.24%) TypeScript
13 38 (23.03%) GitHub
14 37 (22.42%) Blog
14 37 (22.42%) Business Intelligence
14 37 (22.42%) Data Science
15 35 (21.21%) Fintech
15 35 (21.21%) Web Services
15 35 (21.21%) Azure
16 34 (20.61%) REST
17 33 (20.00%) Relational Database
17 33 (20.00%) PhD
17 33 (20.00%) Google
17 33 (20.00%) Statistics
18 32 (19.39%) Banking
19 31 (18.79%) Visualisation
20 30 (18.18%) MongoDB
20 30 (18.18%) 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 25 (15.15%) CMS
2 15 (9.09%) Jupyter
3 14 (8.48%) SharePoint
4 4 (2.42%) Jetty
4 4 (2.42%) OpenStack
5 3 (1.82%) SAS
6 1 (0.61%) SharePoint 2013
Applications
1 19 (11.52%) Microsoft Excel
2 14 (8.48%) Microsoft Office
3 2 (1.21%) Spreadsheet
Business Applications
1 12 (7.27%) IBM Planning Analytics
2 4 (2.42%) Summit
3 1 (0.61%) SessionCam
Cloud Services
1 38 (23.03%) GitHub
2 35 (21.21%) Azure
3 27 (16.36%) AWS
4 20 (12.12%) Power Platform
5 18 (10.91%) AWS Lambda
5 18 (10.91%) GCP
5 18 (10.91%) Serverless
6 17 (10.30%) Amazon EC2
6 17 (10.30%) Amazon S3
6 17 (10.30%) Google Analytics
7 15 (9.09%) npm
8 13 (7.88%) Amazon Cognito
8 13 (7.88%) Amazon SQS
8 13 (7.88%) CloudFront
9 3 (1.82%) SaaS
10 2 (1.21%) Microsoft 365
11 1 (0.61%) Azure Data Factory
11 1 (0.61%) Azure Stack
11 1 (0.61%) Cloud Computing
11 1 (0.61%) Google Tag Manager
Communications & Networking
1 5 (3.03%) GSM
1 5 (3.03%) Internet
Database & Business Intelligence
1 44 (26.67%) Tableau
2 33 (20.00%) Relational Database
3 30 (18.18%) MongoDB
3 30 (18.18%) NoSQL
4 18 (10.91%) BigQuery
4 18 (10.91%) Data Warehouse
4 18 (10.91%) Power BI
4 18 (10.91%) SQL Server Integration Services
4 18 (10.91%) SQL Server Reporting Services
5 16 (9.70%) SQL Server Analysis Services
6 14 (8.48%) Big Data
7 13 (7.88%) Amazon DynamoDB
7 13 (7.88%) Amazon RDS
7 13 (7.88%) Data Mining
7 13 (7.88%) SQL Server
8 12 (7.27%) DB2
8 12 (7.27%) RDBMS
9 10 (6.06%) Looker
10 4 (2.42%) Couchbase
10 4 (2.42%) PostgreSQL
Development Applications
1 19 (11.52%) Maven
2 17 (10.30%) Jenkins
3 15 (9.09%) GitLab
4 13 (7.88%) Cypress.io
5 5 (3.03%) Git (software)
6 4 (2.42%) IntelliJ
6 4 (2.42%) JIRA
6 4 (2.42%) JUnit
7 2 (1.21%) Team Foundation Server
8 1 (0.61%) Visual Studio
General
1 60 (36.36%) Analytical Skills
2 48 (29.09%) Social Skills
3 44 (26.67%) Finance
4 32 (19.39%) Banking
5 28 (16.97%) Investment Banking
5 28 (16.97%) Marketing
6 17 (10.30%) Retail
7 5 (3.03%) Automotive
8 4 (2.42%) Financial Institution
8 4 (2.42%) Games
8 4 (2.42%) Influencing Skills
8 4 (2.42%) Legal
8 4 (2.42%) Presentation Skills
9 3 (1.82%) Electronics
10 2 (1.21%) Advertising
10 2 (1.21%) Manufacturing
10 2 (1.21%) Public Sector
10 2 (1.21%) Telecoms
11 1 (0.61%) Law
11 1 (0.61%) Social Science
Job Titles
1 53 (32.12%) Developer
2 43 (26.06%) Analyst
3 31 (18.79%) Data Analyst
4 20 (12.12%) Full Stack Developer
5 17 (10.30%) Senior Developer
6 15 (9.09%) Front End Developer (Client-Side Developer)
6 15 (9.09%) Java Engineer
6 15 (9.09%) Java Software Engineer
6 15 (9.09%) Software Engineer
7 13 (7.88%) Head of Data Science
8 12 (7.27%) Angular Developer
9 11 (6.67%) Data Quality Analyst
9 11 (6.67%) Quality Analyst
9 11 (6.67%) Senior Analyst
9 11 (6.67%) Senior Front-End Developer
10 8 (4.85%) Data Engineer
11 7 (4.24%) JavaScript Developer
11 7 (4.24%) Senior Data Analyst
12 6 (3.64%) Backend Developer
12 6 (3.64%) Data Scientist
Libraries, Frameworks & Software Standards
1 35 (21.21%) Web Services
2 34 (20.61%) REST
3 30 (18.18%) AngularJS
4 28 (16.97%) HTML
5 20 (12.12%) scikit-learn
6 19 (11.52%) CSS
7 18 (10.91%) .NET
8 16 (9.70%) NumPy
8 16 (9.70%) Pandas
9 15 (9.09%) .NET Framework
9 15 (9.09%) CSS3
9 15 (9.09%) HTML5
9 15 (9.09%) Sass
9 15 (9.09%) SciPy
9 15 (9.09%) Twitter Bootstrap
10 14 (8.48%) Angular 2
10 14 (8.48%) React
10 14 (8.48%) Task Parallel Library
11 13 (7.88%) Jest
11 13 (7.88%) Redux
Miscellaneous
1 37 (22.42%) Blog
2 24 (14.55%) Algorithms
3 14 (8.48%) User Experience
4 9 (5.45%) Management Information System
5 8 (4.85%) Self-Motivation
6 5 (3.03%) Derivative
6 5 (3.03%) Industrial Internet of Things
6 5 (3.03%) Internet of Things
7 4 (2.42%) Data Structures
7 4 (2.42%) Online Games
8 3 (1.82%) Robotics
9 2 (1.21%) FMCG
9 2 (1.21%) Reinsurance
10 1 (0.61%) Legacy Code
Operating Systems
1 4 (2.42%) Linux
1 4 (2.42%) Ubuntu
Processes & Methodologies
1 117 (70.91%) Mathematics
2 84 (50.91%) Computer Science
3 67 (40.61%) Analytics
4 47 (28.48%) Problem-Solving
5 37 (22.42%) Business Intelligence
5 37 (22.42%) Data Science
6 35 (21.21%) Fintech
7 33 (20.00%) Statistics
8 31 (18.79%) Visualisation
9 28 (16.97%) Information Management
10 25 (15.15%) CQRS
11 24 (14.55%) Data Modelling
12 22 (13.33%) Full Stack Development
12 22 (13.33%) Software Engineering
13 21 (12.73%) Data Visualisation
13 21 (12.73%) MVC
14 20 (12.12%) Business Analysis
14 20 (12.12%) Physics
15 19 (11.52%) ETL
16 18 (10.91%) Data Management
Programming Languages
1 62 (37.58%) Python
2 60 (36.36%) SQL
3 46 (27.88%) JavaScript
4 40 (24.24%) TypeScript
5 24 (14.55%) C#
5 24 (14.55%) Java
6 19 (11.52%) Java 8
7 17 (10.30%) VBA
8 13 (7.88%) PowerShell
9 12 (7.27%) R
10 6 (3.64%) VB
11 5 (3.03%) C++
12 4 (2.42%) Scala
12 4 (2.42%) T-SQL
13 3 (1.82%) MATLAB
14 1 (0.61%) C
14 1 (0.61%) F#
14 1 (0.61%) Ruby
Qualifications
1 163 (98.79%) Degree
2 54 (32.73%) Computer Science Degree
3 33 (20.00%) PhD
4 15 (9.09%) Master's Degree
5 6 (3.64%) Postgraduate
6 5 (3.03%) Chartered Engineer
7 2 (1.21%) SC Cleared
7 2 (1.21%) Security Cleared
Quality Assurance & Compliance
1 28 (16.97%) Data Quality
2 14 (8.48%) QA
3 12 (7.27%) GDPR
4 5 (3.03%) HAZOP
4 5 (3.03%) IEC 61508
4 5 (3.03%) ISO 26262
5 1 (0.61%) IFRS
5 1 (0.61%) IFRS 9
System Software
1 4 (2.42%) Docker
Systems Management
1 4 (2.42%) Kubernetes
Vendors
1 33 (20.00%) Google
2 21 (12.73%) Microsoft
3 12 (7.27%) GoldenSource
3 12 (7.27%) IBM
4 10 (6.06%) Optimizely
5 9 (5.45%) Maxymiser
5 9 (5.45%) Qubit
6 4 (2.42%) Algorithmics
6 4 (2.42%) SAP
7 2 (1.21%) Alteryx
8 1 (0.61%) EMC
8 1 (0.61%) Hotjar
8 1 (0.61%) Monetate
8 1 (0.61%) Oracle