Period
to 23 April 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 23 April 2021 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
England > London
6 months to
23 Apr 2021
Same period 2020 Same period 2019
Rank 447 526 515
Rank change year-on-year +79 -11 +43
Permanent jobs citing Numerate Degree 119 154 265
As % of all permanent jobs advertised in London 0.37% 0.35% 0.44%
As % of the Qualifications category 2.03% 1.79% 2.04%
Number of salaries quoted 88 135 237
10th Percentile £40,000 £27,500 £40,750
25th Percentile £47,500 £45,000 £52,500
Median annual salary (50th Percentile) £60,000 £65,000 £65,000
Median % change year-on-year -7.69% - -
75th Percentile £65,000 £82,500 £85,000
90th Percentile £83,250 £102,000 £110,500
England median annual salary £55,000 £52,500 £55,000
% change year-on-year +4.76% -4.55% +10.00%

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 5,858 8,624 13,020
As % of all permanent IT jobs advertised in London 18.43% 19.34% 21.51%
Number of salaries quoted 4,400 6,633 9,714
10th Percentile £37,510 £32,000 £31,250
25th Percentile £49,000 £43,500 £42,500
Median annual salary (50th Percentile) £65,000 £60,000 £60,000
Median % change year-on-year +8.33% - +4.35%
75th Percentile £83,750 £77,500 £77,500
90th Percentile £100,000 £95,000 £95,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +2.04%

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 23 April 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 23 April 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 +46 10 £42,500 -34.62% 10
North London +33 5 £57,500 -
East London - 1 £55,000 - 1
Numerate Degree
England

For the 6 months to 23 April 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.

1 117 (98.32%) Degree
2 100 (84.03%) Mathematics
3 77 (64.71%) SQL
4 60 (50.42%) Python
5 56 (47.06%) Computer Science
6 51 (42.86%) Analytics
7 48 (40.34%) Finance
8 41 (34.45%) Statistics
9 36 (30.25%) Analytical Skills
10 35 (29.41%) Business Intelligence
11 32 (26.89%) Tableau
12 24 (20.17%) Relational Database
12 24 (20.17%) Data Science
13 23 (19.33%) Azure
13 23 (19.33%) Software Engineering
14 22 (18.49%) Marketing
14 22 (18.49%) Business Analysis
14 22 (18.49%) Physics
15 21 (17.65%) AWS
15 21 (17.65%) R
15 21 (17.65%) Java
16 20 (16.81%) Problem-Solving
16 20 (16.81%) Digital Analytics
17 19 (15.97%) SQL Server
18 18 (15.13%) Computer Science Degree
19 17 (14.29%) Stakeholder Management
19 17 (14.29%) Machine Learning
20 16 (13.45%) Algorithms
21 15 (12.61%) Google
21 15 (12.61%) GCP

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 8 (6.72%) Jupyter
2 5 (4.20%) Apache Spark
2 5 (4.20%) SharePoint
3 4 (3.36%) SharePoint 2013
4 3 (2.52%) Jetty
4 3 (2.52%) OpenStack
4 3 (2.52%) SAS
5 1 (0.84%) CMS
5 1 (0.84%) Confluence
Applications
1 7 (5.88%) Microsoft Excel
2 1 (0.84%) MS Visio
2 1 (0.84%) Spreadsheet
Cloud Services
1 23 (19.33%) Azure
2 21 (17.65%) AWS
3 15 (12.61%) GCP
4 8 (6.72%) GitHub
4 8 (6.72%) Power Platform
5 7 (5.88%) Amazon EC2
5 7 (5.88%) Amazon S3
5 7 (5.88%) AWS Lambda
5 7 (5.88%) Serverless
6 4 (3.36%) Amazon Cognito
6 4 (3.36%) Amazon SQS
6 4 (3.36%) CloudFront
6 4 (3.36%) Google Analytics
6 4 (3.36%) Google Data Studio
7 2 (1.68%) SaaS
8 1 (0.84%) Azure Data Factory
8 1 (0.84%) Azure Stack
8 1 (0.84%) npm
Database & Business Intelligence
1 32 (26.89%) Tableau
2 24 (20.17%) Relational Database
3 19 (15.97%) SQL Server
4 9 (7.56%) BigQuery
4 9 (7.56%) SQL Server Integration Services
5 8 (6.72%) Power BI
6 7 (5.88%) Data Warehouse
7 6 (5.04%) SQL Server Reporting Services
8 5 (4.20%) Data Mining
8 5 (4.20%) MongoDB
8 5 (4.20%) NoSQL
9 4 (3.36%) Amazon DynamoDB
9 4 (3.36%) Amazon RDS
9 4 (3.36%) Amazon Redshift
9 4 (3.36%) Big Data
9 4 (3.36%) PostgreSQL
9 4 (3.36%) SQL Server Analysis Services
10 3 (2.52%) Couchbase
11 1 (0.84%) Azure SQL Database
11 1 (0.84%) KDB
Development Applications
1 11 (9.24%) Maven
2 9 (7.56%) Jenkins
3 8 (6.72%) GitLab
4 7 (5.88%) Visual Studio
5 6 (5.04%) Git (software)
6 5 (4.20%) Team Foundation Server
7 4 (3.36%) Cypress.io
7 4 (3.36%) JIRA
8 3 (2.52%) IntelliJ
8 3 (2.52%) JUnit
9 1 (0.84%) GCC
9 1 (0.84%) Subversion
General
1 48 (40.34%) Finance
2 22 (18.49%) Marketing
3 14 (11.76%) Retail
4 13 (10.92%) Financial Institution
5 5 (4.20%) Electronics
6 4 (3.36%) Manufacturing
6 4 (3.36%) Public Sector
6 4 (3.36%) Telecoms
7 3 (2.52%) Games
7 3 (2.52%) Legal
8 2 (1.68%) Banking
8 2 (1.68%) Front Office
9 1 (0.84%) Advertising
9 1 (0.84%) Investment Banking
9 1 (0.84%) Pharmaceutical
Job Titles
1 43 (36.13%) Analyst
2 25 (21.01%) Developer
3 24 (20.17%) Data Analyst
4 18 (15.13%) Senior Analyst
4 18 (15.13%) Software Engineer
5 17 (14.29%) Data Scientist
6 16 (13.45%) Business Intelligence Analyst
7 13 (10.92%) Senior Business Intelligence Analyst
8 11 (9.24%) Data Engineer
9 8 (6.72%) Java Engineer
9 8 (6.72%) Java Software Engineer
10 6 (5.04%) .NET Developer
11 5 (4.20%) Cryptography Engineer
12 4 (3.36%) Data Quality Analyst
12 4 (3.36%) Java Developer
12 4 (3.36%) Quality Analyst
12 4 (3.36%) Senior Data Analyst
12 4 (3.36%) Senior Developer
12 4 (3.36%) Senior Java Developer
12 4 (3.36%) SharePoint Developer
Libraries, Frameworks & Software Standards
1 13 (10.92%) scikit-learn
2 12 (10.08%) REST
3 10 (8.40%) NumPy
3 10 (8.40%) Pandas
4 9 (7.56%) Web Services
5 8 (6.72%) SciPy
6 7 (5.88%) .NET
6 7 (5.88%) CSS
6 7 (5.88%) HTML
7 6 (5.04%) React
7 6 (5.04%) TensorFlow
8 5 (4.20%) AngularJS
9 4 (3.36%) .NET Framework
9 4 (3.36%) Angular 2
9 4 (3.36%) Jest
9 4 (3.36%) Node.js
9 4 (3.36%) Redux
9 4 (3.36%) Task Parallel Library
9 4 (3.36%) Theano
9 4 (3.36%) Torch
Miscellaneous
1 36 (30.25%) Analytical Skills
2 16 (13.45%) Algorithms
3 9 (7.56%) Blog
4 5 (4.20%) Data Structures
4 5 (4.20%) FMCG
5 4 (3.36%) Foreign Exchange (FX)
5 4 (3.36%) Self-Motivation
6 3 (2.52%) Management Information System
6 3 (2.52%) Online Games
7 2 (1.68%) Derivative
7 2 (1.68%) Equities
8 1 (0.84%) Biotechnology
8 1 (0.84%) CMDB
8 1 (0.84%) Credit Derivative
8 1 (0.84%) Data Centre
8 1 (0.84%) Fixed Income
8 1 (0.84%) Reinsurance
8 1 (0.84%) Swaptions
8 1 (0.84%) Virtual Team
Operating Systems
1 10 (8.40%) Linux
2 3 (2.52%) Ubuntu
3 1 (0.84%) Windows
Processes & Methodologies
1 100 (84.03%) Mathematics
2 56 (47.06%) Computer Science
3 51 (42.86%) Analytics
4 41 (34.45%) Statistics
5 35 (29.41%) Business Intelligence
6 24 (20.17%) Data Science
7 23 (19.33%) Software Engineering
8 22 (18.49%) Business Analysis
8 22 (18.49%) Physics
9 20 (16.81%) Digital Analytics
9 20 (16.81%) Problem-Solving
10 17 (14.29%) Machine Learning
10 17 (14.29%) Stakeholder Management
11 15 (12.61%) Fintech
12 13 (10.92%) Data Analysis
12 13 (10.92%) Data Modelling
12 13 (10.92%) Visualisation
13 12 (10.08%) ETL
14 11 (9.24%) Artificial Intelligence
14 11 (9.24%) Economics
Programming Languages
1 77 (64.71%) SQL
2 60 (50.42%) Python
3 21 (17.65%) Java
3 21 (17.65%) R
4 14 (11.76%) C#
5 11 (9.24%) Java 8
6 10 (8.40%) JavaScript
7 9 (7.56%) TypeScript
8 7 (5.88%) C++
9 6 (5.04%) C
9 6 (5.04%) T-SQL
10 5 (4.20%) VBA
11 4 (3.36%) PowerShell
12 3 (2.52%) MATLAB
12 3 (2.52%) Scala
13 1 (0.84%) F#
13 1 (0.84%) Ruby
13 1 (0.84%) Shell Script
13 1 (0.84%) VB
Qualifications
1 117 (98.32%) Degree
2 18 (15.13%) Computer Science Degree
3 10 (8.40%) PhD
4 4 (3.36%) Postgraduate
5 1 (0.84%) Master's Degree
Quality Assurance & Compliance
1 11 (9.24%) Data Quality
System Software
1 4 (3.36%) Docker
Systems Management
1 4 (3.36%) Kubernetes
2 1 (0.84%) Puppet
Vendors
1 15 (12.61%) Google
2 7 (5.88%) Microsoft
3 4 (3.36%) SAP
4 3 (2.52%) Alteryx
5 2 (1.68%) Oracle
6 1 (0.84%) Calypso
6 1 (0.84%) Cognos
6 1 (0.84%) EMC
6 1 (0.84%) Perforce
6 1 (0.84%) ServiceNow