Period
to 21 October 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 21 October 2021 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
England > London
6 months to
21 Oct 2021
Same period 2020 Same period 2019
Rank 534 407 619
Rank change year-on-year -127 +212 -92
Permanent jobs citing Numerate Degree 187 67 131
As % of all permanent jobs advertised in London 0.37% 0.34% 0.24%
As % of the Qualifications category 2.13% 1.69% 1.19%
Number of salaries quoted 114 60 95
10th Percentile £41,250 £40,000 £30,500
25th Percentile £50,313 £45,000 £41,000
Median annual salary (50th Percentile) £70,000 £65,000 £57,500
Median % change year-on-year +7.69% +13.04% -8.00%
75th Percentile £90,000 £95,000 £81,875
90th Percentile £100,625 £120,000 £100,000
England median annual salary £55,000 £55,000 £40,000
% change year-on-year - +37.50% -27.27%

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 8,783 3,969 10,990
As % of all permanent IT jobs advertised in London 17.31% 20.09% 20.11%
Number of salaries quoted 5,415 3,175 8,370
10th Percentile £37,500 £37,500 £31,250
25th Percentile £48,750 £48,500 £42,500
Median annual salary (50th Percentile) £65,000 £65,000 £60,000
Median % change year-on-year - +8.33% -
75th Percentile £85,000 £83,750 £78,750
90th Percentile £100,000 £107,500 £96,250
England median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 21 October 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 21 October 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 -59 12 £92,500 +51.02% 11
Numerate Degree
England

For the 6 months to 21 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 London region with a requirement for Numerate Degree.

1 187 (100.00%) Degree
2 140 (74.87%) Mathematics
3 99 (52.94%) Computer Science
4 74 (39.57%) Analytics
5 70 (37.43%) Analytical Skills
6 67 (35.83%) Computer Science Degree
7 65 (34.76%) JavaScript
8 64 (34.22%) Fintech
9 58 (31.02%) Python
10 56 (29.95%) Finance
11 54 (28.88%) Banking
11 54 (28.88%) Statistics
11 54 (28.88%) TypeScript
12 53 (28.34%) Azure
13 51 (27.27%) GitHub
13 51 (27.27%) AngularJS
13 51 (27.27%) Tableau
13 51 (27.27%) Web Services
13 51 (27.27%) Data Science
14 50 (26.74%) Blog
15 48 (25.67%) MongoDB
15 48 (25.67%) NoSQL
15 48 (25.67%) Investment Banking
16 46 (24.60%) Social Skills
17 45 (24.06%) CMS
17 45 (24.06%) SQL
17 45 (24.06%) CQRS
18 43 (22.99%) Business Intelligence
19 42 (22.46%) Problem-Solving
20 40 (21.39%) Full Stack Development

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 45 (24.06%) CMS
2 13 (6.95%) SharePoint
3 8 (4.28%) Jupyter
4 4 (2.14%) SAS
5 2 (1.07%) Jetty
5 2 (1.07%) OpenStack
Applications
1 20 (10.70%) Microsoft Excel
2 18 (9.63%) Microsoft Office
3 6 (3.21%) Microsoft PowerPoint
4 1 (0.53%) Spreadsheet
Business Applications
1 13 (6.95%) IBM Planning Analytics
2 4 (2.14%) Summit
3 2 (1.07%) SessionCam
Cloud Services
1 53 (28.34%) Azure
2 51 (27.27%) GitHub
3 22 (11.76%) SaaS
4 21 (11.23%) Power Platform
5 19 (10.16%) AWS
6 16 (8.56%) dbt
7 15 (8.02%) npm
8 14 (7.49%) Fivetran
8 14 (7.49%) Google Analytics
8 14 (7.49%) Snowflake
9 12 (6.42%) AWS Lambda
9 12 (6.42%) GCP
9 12 (6.42%) Serverless
10 11 (5.88%) Amazon EC2
10 11 (5.88%) Amazon S3
11 9 (4.81%) Amazon Cognito
11 9 (4.81%) Amazon SQS
11 9 (4.81%) CloudFront
11 9 (4.81%) GitHub Actions
12 4 (2.14%) Microsoft 365
Communications & Networking
1 5 (2.67%) GSM
1 5 (2.67%) Internet
Database & Business Intelligence
1 51 (27.27%) Tableau
2 48 (25.67%) MongoDB
2 48 (25.67%) NoSQL
3 22 (11.76%) Relational Database
4 17 (9.09%) Power BI
5 16 (8.56%) Data Warehouse
6 14 (7.49%) Big Data
7 13 (6.95%) Data Mining
7 13 (6.95%) DB2
7 13 (6.95%) Looker
7 13 (6.95%) RDBMS
7 13 (6.95%) SQL Server Analysis Services
7 13 (6.95%) SQL Server Integration Services
7 13 (6.95%) SQL Server Reporting Services
8 9 (4.81%) Amazon DynamoDB
8 9 (4.81%) Amazon RDS
8 9 (4.81%) BigQuery
9 4 (2.14%) MySQL
10 2 (1.07%) Base SAS
10 2 (1.07%) PostgreSQL
Development Applications
1 14 (7.49%) Jenkins
2 13 (6.95%) Maven
3 9 (4.81%) Cypress.io
4 8 (4.28%) GitLab
5 5 (2.67%) Git (software)
5 5 (2.67%) IntelliJ
6 4 (2.14%) JIRA
7 3 (1.60%) Team Foundation Server
8 2 (1.07%) JUnit
8 2 (1.07%) Visual Studio
General
1 70 (37.43%) Analytical Skills
2 56 (29.95%) Finance
3 54 (28.88%) Banking
4 48 (25.67%) Investment Banking
5 46 (24.60%) Social Skills
6 22 (11.76%) Marketing
7 12 (6.42%) Retail
8 5 (2.67%) Automotive
9 4 (2.14%) Front Office
10 3 (1.60%) Back Office
10 3 (1.60%) French Language
10 3 (1.60%) Law
11 2 (1.07%) Advertising
11 2 (1.07%) Games
11 2 (1.07%) Legal
11 2 (1.07%) Publishing
12 1 (0.53%) Financial Institution
12 1 (0.53%) German Language
12 1 (0.53%) Italian Language
12 1 (0.53%) Spanish Language
Job Titles
1 84 (44.92%) Developer
2 39 (20.86%) Full Stack Developer
3 31 (16.58%) Analyst
4 25 (13.37%) Senior Developer
5 23 (12.30%) Data Analyst
6 22 (11.76%) SaaS Developer
7 15 (8.02%) Front End Developer (Client-Side Developer)
7 15 (8.02%) Head of Data Science
8 14 (7.49%) Tableau Developer
9 12 (6.42%) Angular Developer
10 11 (5.88%) Senior Front-End Developer
10 11 (5.88%) Senior Full Stack Developer
11 10 (5.35%) Data Quality Analyst
11 10 (5.35%) Data Scientist
11 10 (5.35%) Quality Analyst
12 8 (4.28%) Java Engineer
12 8 (4.28%) Java Software Engineer
12 8 (4.28%) Software Engineer
13 7 (3.74%) Business Intelligence Developer
13 7 (3.74%) Senior Analyst
Libraries, Frameworks & Software Standards
1 51 (27.27%) AngularJS
1 51 (27.27%) Web Services
2 39 (20.86%) REST
3 37 (19.79%) .NET
4 35 (18.72%) RESTful
5 34 (18.18%) .NET Framework
6 30 (16.04%) ASP.NET Web API
6 30 (16.04%) HTML
7 22 (11.76%) Angular 2
7 22 (11.76%) Task Parallel Library
8 18 (9.63%) CSS
9 16 (8.56%) HTML5
10 15 (8.02%) CSS3
10 15 (8.02%) Sass
10 15 (8.02%) Twitter Bootstrap
11 12 (6.42%) scikit-learn
12 10 (5.35%) Kafka
13 9 (4.81%) Jest
13 9 (4.81%) Node.js
13 9 (4.81%) React
Miscellaneous
1 50 (26.74%) Blog
2 21 (11.23%) Algorithms
3 14 (7.49%) User Experience
4 11 (5.88%) Management Information System
5 6 (3.21%) Data Structures
5 6 (3.21%) Derivative
6 5 (2.67%) Industrial Internet of Things
6 5 (2.67%) Internet of Things
7 4 (2.14%) Reinsurance
7 4 (2.14%) Self-Motivation
8 3 (1.60%) Foreign Exchange (FX)
8 3 (1.60%) Robotics
9 2 (1.07%) Life Science
9 2 (1.07%) Online Games
9 2 (1.07%) Virtual Team
10 1 (0.53%) FMCG
10 1 (0.53%) Interest Rate Derivative
10 1 (0.53%) Marketing Technology
10 1 (0.53%) NHS
10 1 (0.53%) PKI
Operating Systems
1 2 (1.07%) Linux
1 2 (1.07%) Ubuntu
Processes & Methodologies
1 140 (74.87%) Mathematics
2 99 (52.94%) Computer Science
3 74 (39.57%) Analytics
4 64 (34.22%) Fintech
5 54 (28.88%) Statistics
6 51 (27.27%) Data Science
7 45 (24.06%) CQRS
8 43 (22.99%) Business Intelligence
9 42 (22.46%) Problem-Solving
10 40 (21.39%) Full Stack Development
11 35 (18.72%) MVC
12 34 (18.18%) SOLID
13 31 (16.58%) Visualisation
14 25 (13.37%) Data Modelling
15 24 (12.83%) Risk Management
16 23 (12.30%) Data Analysis
16 23 (12.30%) Data Visualisation
16 23 (12.30%) Economics
17 22 (11.76%) Architectural Design
18 21 (11.23%) Data Analytics
Programming Languages
1 65 (34.76%) JavaScript
2 58 (31.02%) Python
3 54 (28.88%) TypeScript
4 45 (24.06%) SQL
5 20 (10.70%) VBA
6 19 (10.16%) Java
7 18 (9.63%) C#
8 13 (6.95%) PowerShell
9 11 (5.88%) R
10 10 (5.35%) Java 8
11 7 (3.74%) C++
12 5 (2.67%) VB
13 4 (2.14%) MATLAB
14 3 (1.60%) C
14 3 (1.60%) Java 11
14 3 (1.60%) Scala
15 2 (1.07%) SAS Macro
16 1 (0.53%) Google Apps Script
Qualifications
1 187 (100.00%) Degree
2 67 (35.83%) Computer Science Degree
3 32 (17.11%) PhD
4 22 (11.76%) Master's Degree
5 6 (3.21%) Postgraduate
6 5 (2.67%) Chartered Engineer
7 2 (1.07%) SC Cleared
7 2 (1.07%) Security Cleared
Quality Assurance & Compliance
1 25 (13.37%) Data Quality
2 15 (8.02%) QA
3 13 (6.95%) GDPR
4 5 (2.67%) HAZOP
4 5 (2.67%) IEC 61508
4 5 (2.67%) ISO 26262
5 2 (1.07%) CDISC
6 1 (0.53%) IFRS
6 1 (0.53%) IFRS 9
System Software
1 3 (1.60%) Docker
Systems Management
1 3 (1.60%) Kubernetes
Vendors
1 24 (12.83%) Google
2 22 (11.76%) Microsoft
3 13 (6.95%) GoldenSource
3 13 (6.95%) IBM
4 11 (5.88%) Optimizely
5 9 (4.81%) Maxymiser
5 9 (4.81%) Qubit
6 4 (2.14%) Algorithmics
6 4 (2.14%) Alteryx
6 4 (2.14%) SAP
7 3 (1.60%) Workday
8 2 (1.07%) Amplitude
8 2 (1.07%) Hotjar
8 2 (1.07%) Monetate
8 2 (1.07%) Salesforce.com
9 1 (0.53%) ESRI
9 1 (0.53%) Telerik