Period
to 1 June 2020

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Numerate Degree qualifications. Included is a benchmarking guide to the salaries offered over the 6 months to 1 June 2020 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
UK > England
6 months to
1 Jun 2020
Same period 2019 Same period 2018
Rank 635 639 636
Rank change year-on-year +4 -3 -76
Permanent jobs citing Numerate Degree 199 471 601
As % of all permanent jobs advertised in England 0.24% 0.35% 0.37%
As % of the Qualifications category 1.12% 1.42% 1.56%
Number of salaries quoted 198 448 452
Median annual salary £48,625 £55,000 £52,500
Median salary % change year-on-year -11.59% +4.76% +23.53%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £95,000 £100,000 £102,500
UK median annual salary £48,000 £55,000 £50,000
% change year-on-year -12.73% +10.00% +17.65%

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 England with a requirement for academic qualifications or professional certifications.

All Academic and Professional Certifications
England
Permanent vacancies requiring academic qualifications or professional certifications 17,690 33,273 38,612
As % of all permanent IT jobs advertised in England 21.64% 24.86% 23.80%
Number of salaries quoted 12,966 23,841 29,296
Median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +11.11%
10th Percentile £29,000 £26,750 £26,250
90th Percentile £85,000 £82,500 £80,000
UK median annual salary £52,500 £50,000 £49,500
% change year-on-year +5.00% +1.01% +10.00%

Numerate Degree
Job Vacancy Trend in England

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

Job vacancy trend for Numerate Degree in England

Numerate Degree
Salary Trend in England

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

Salary trend for Numerate Degree in England

Numerate Degree
Salary Histogram in England

Salary distribution for jobs citing Numerate Degree in England over the 6 months to 1 June 2020.

Salary histogram for Numerate Degree in England

Numerate Degree
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Numerate Degree within the England region over the 6 months to 1 June 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
London +54 118 £65,000 +8.33% 7
South East +40 49 £45,000 +50.00% 1
South West +92 16 £41,500 +8.68% 1
Midlands +71 15 £43,000 +42.15%
West Midlands +64 13 £43,000 +53.57%
North of England +86 4 £21,500 -51.14% 1
North West +72 3 £23,250 -53.50%
East Midlands +52 2 £25,000 -37.50%
Yorkshire +97 1 £21,500 -35.34% 1
East of England +35 1 - - 1
Numerate Degree
UK

For the 6 months to 1 June 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 England region with a requirement for Numerate Degree.

1 199 (100.00%) Degree
2 178 (89.45%) Mathematics
3 103 (51.76%) SQL
4 86 (43.22%) Python
5 78 (39.20%) Finance
6 77 (38.69%) Computer Science
7 66 (33.17%) Java
8 55 (27.64%) C#
8 55 (27.64%) Problem-Solving
9 52 (26.13%) Computer Science Degree
10 49 (24.62%) Analytics
10 49 (24.62%) Agile Software Development
11 48 (24.12%) Software Engineering
12 46 (23.12%) Algorithms
13 43 (21.61%) Statistics
14 39 (19.60%) Analytical Skills
15 38 (19.10%) Data Science
16 34 (17.09%) Physics
16 34 (17.09%) JavaScript
17 33 (16.58%) Machine Learning
18 31 (15.58%) C++
18 31 (15.58%) Spring
19 30 (15.08%) OO
19 30 (15.08%) Tableau
20 29 (14.57%) R
21 26 (13.07%) C
21 26 (13.07%) Marketing
22 24 (12.06%) DevOps
22 24 (12.06%) Business Intelligence
23 23 (11.56%) MVC

Numerate Degree
Co-occurring IT Skills in England 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 11 (5.53%) Apache Spark
2 5 (2.51%) Jupyter
2 5 (2.51%) Tomcat
3 4 (2.01%) SAS
4 2 (1.01%) Confluence
4 2 (1.01%) IBM Domino
5 1 (0.50%) Gentran
5 1 (0.50%) MS Exchange
Applications
1 13 (6.53%) Microsoft Excel
2 6 (3.02%) Chatbot
2 6 (3.02%) Microsoft PowerPoint
3 4 (2.01%) Microsoft Office
4 3 (1.51%) EViews
4 3 (1.51%) Stata
5 2 (1.01%) MS Visio
Business Applications
1 5 (2.51%) SAP CRM
1 5 (2.51%) SAP ERP
1 5 (2.51%) SAP IS-U
2 3 (1.51%) Dynamics CRM
3 1 (0.50%) Adobe Campaign
Cloud Services
1 14 (7.04%) Power Platform
2 11 (5.53%) Azure
3 9 (4.52%) AWS
4 8 (4.02%) Cloud Computing
5 6 (3.02%) Office 365
6 4 (2.01%) SaaS
7 3 (1.51%) Dynamics 365
7 3 (1.51%) GCP
8 1 (0.50%) Amazon ECS
8 1 (0.50%) ServiceMax
Communications & Networking
1 12 (6.03%) Bluetooth
1 12 (6.03%) Wireless
2 7 (3.52%) Internet
3 5 (2.51%) VPN
4 2 (1.01%) PPP
Database & Business Intelligence
1 20 (10.05%) Big Data
1 20 (10.05%) Data Mining
2 17 (8.54%) MongoDB
3 16 (8.04%) SQL Server
4 15 (7.54%) Hadoop
5 14 (7.04%) Power BI
6 10 (5.03%) PostgreSQL
6 10 (5.03%) Relational Database
6 10 (5.03%) SQL Server Integration Services
6 10 (5.03%) SQL Server Reporting Services
7 9 (4.52%) NoSQL
8 8 (4.02%) Data Warehouse
9 7 (3.52%) SQL Server Analysis Services
10 5 (2.51%) Blockchain
10 5 (2.51%) Microsoft Analysis Services
10 5 (2.51%) QlikView
11 4 (2.01%) Amazon Redshift
11 4 (2.01%) Azure SQL Database
11 4 (2.01%) MySQL
11 4 (2.01%) Qlik Sense
Development Applications
1 7 (3.52%) Git (software)
2 5 (2.51%) JIRA
2 5 (2.51%) TeamCity
3 4 (2.01%) VersionOne
4 3 (1.51%) Artifactory
4 3 (1.51%) GitLab
4 3 (1.51%) JUnit
5 2 (1.01%) Visual Studio
6 1 (0.50%) Cucumber
6 1 (0.50%) Jenkins
6 1 (0.50%) Mercurial
6 1 (0.50%) Protractor
6 1 (0.50%) REST Assured
6 1 (0.50%) Selenium
6 1 (0.50%) Subversion
General
1 78 (39.20%) Finance
2 26 (13.07%) Marketing
3 13 (6.53%) Electronics
4 12 (6.03%) Financial Institution
5 11 (5.53%) Back Office
6 9 (4.52%) Banking
7 8 (4.02%) Investment Banking
7 8 (4.02%) Telecoms
8 7 (3.52%) Front Office
9 6 (3.02%) Aerospace
10 4 (2.01%) Advertising
10 4 (2.01%) Games
11 3 (1.51%) Military
11 3 (1.51%) Retail
12 2 (1.01%) Public Sector
13 1 (0.50%) French Language
13 1 (0.50%) Legal
13 1 (0.50%) Manufacturing
Job Titles
1 72 (36.18%) Developer
2 33 (16.58%) Graduate
3 29 (14.57%) Analyst
4 26 (13.07%) Java Developer
5 25 (12.56%) Data Scientist
6 24 (12.06%) Graduate Developer
7 21 (10.55%) C# Developer
8 20 (10.05%) Junior
9 16 (8.04%) SQL Developer
10 15 (7.54%) Graduate C# Developer
10 15 (7.54%) Graduate SQL Developer
11 14 (7.04%) Data Analyst
11 14 (7.04%) Software Engineer
12 13 (6.53%) Senior Developer
13 12 (6.03%) Embedded Engineer
13 12 (6.03%) Senior Java Developer
14 11 (5.53%) Software Developer
15 9 (4.52%) Graduate Software Developer
15 9 (4.52%) Junior Embedded Engineer
16 7 (3.52%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 31 (15.58%) Spring
2 17 (8.54%) AngularJS
3 15 (7.54%) .NET
3 15 (7.54%) HTML
3 15 (7.54%) JSON
4 13 (6.53%) Spring Boot
5 11 (5.53%) J2EE
5 11 (5.53%) J2SE
5 11 (5.53%) JDBC
6 8 (4.02%) .NET Core
6 8 (4.02%) CSS
6 8 (4.02%) Web Services
7 7 (3.52%) ASP.NET
7 7 (3.52%) ASP.NET MVC
8 6 (3.02%) Flutter
8 6 (3.02%) Pandas
9 5 (2.51%) RESTful
9 5 (2.51%) RxJava
9 5 (2.51%) Spring MVC
10 3 (1.51%) REST
Miscellaneous
1 46 (23.12%) Algorithms
2 39 (19.60%) Analytical Skills
3 19 (9.55%) Derivative
4 17 (8.54%) Mobile App
5 12 (6.03%) Embedded Systems
6 9 (4.52%) Data Structures
6 9 (4.52%) Self-Motivation
7 7 (3.52%) Enterprise Software
8 6 (3.02%) Analytical Mindset
8 6 (3.02%) Augmented Reality
8 6 (3.02%) Fixed Income
8 6 (3.02%) Foreign Exchange (FX)
8 6 (3.02%) Internet of Things
8 6 (3.02%) Virtual Team
9 5 (2.51%) Renewable Energy
10 3 (1.51%) Management Information System
11 2 (1.01%) Blog
11 2 (1.01%) CMDB
11 2 (1.01%) Market Risk
11 2 (1.01%) N-Tier
Operating Systems
1 17 (8.54%) Android
1 17 (8.54%) Apple iOS
2 16 (8.04%) Linux
3 11 (5.53%) CentOS
4 7 (3.52%) Windows
5 6 (3.02%) Windows Server
6 5 (2.51%) Windows 10
6 5 (2.51%) Windows 7
6 5 (2.51%) Windows XP
Processes & Methodologies
1 178 (89.45%) Mathematics
2 77 (38.69%) Computer Science
3 55 (27.64%) Problem-Solving
4 49 (24.62%) Agile Software Development
4 49 (24.62%) Analytics
5 48 (24.12%) Software Engineering
6 43 (21.61%) Statistics
7 38 (19.10%) Data Science
8 34 (17.09%) Physics
9 33 (16.58%) Machine Learning
10 30 (15.08%) OO
11 24 (12.06%) Business Intelligence
11 24 (12.06%) DevOps
12 23 (11.56%) Artificial Intelligence
12 23 (11.56%) MVC
13 22 (11.06%) Data Analysis
14 20 (10.05%) Economics
15 19 (9.55%) Asset Management
16 18 (9.05%) Multithreading
16 18 (9.05%) TDD
Programming Languages
1 103 (51.76%) SQL
2 86 (43.22%) Python
3 66 (33.17%) Java
4 55 (27.64%) C#
5 34 (17.09%) JavaScript
6 31 (15.58%) C++
7 29 (14.57%) R
8 26 (13.07%) C
9 13 (6.53%) PL/SQL
10 12 (6.03%) PHP
11 7 (3.52%) MATLAB
12 6 (3.02%) Dart
12 6 (3.02%) Objective-C
13 4 (2.01%) Data Analysis Expressions (DAX)
13 4 (2.01%) VBA
14 3 (1.51%) Go
14 3 (1.51%) Ruby
14 3 (1.51%) VB
14 3 (1.51%) VB.NET
15 2 (1.01%) Scala
Qualifications
1 199 (100.00%) Degree
2 52 (26.13%) Computer Science Degree
3 12 (6.03%) PhD
4 6 (3.02%) Security Cleared
5 5 (2.51%) CFA
6 4 (2.01%) Master's Degree
7 2 (1.01%) DV Cleared
7 2 (1.01%) Postgraduate
8 1 (0.50%) PRINCE2 Certification
8 1 (0.50%) SC Cleared
8 1 (0.50%) Sun Certification
Quality Assurance & Compliance
1 8 (4.02%) QA
2 1 (0.50%) Actionable Recommendations
2 1 (0.50%) Data Quality
2 1 (0.50%) ISO 13485
2 1 (0.50%) ISO/IEC 27001
2 1 (0.50%) RosettaNet
System Software
1 12 (6.03%) Docker
1 12 (6.03%) Firmware
2 6 (3.02%) Active Directory
3 5 (2.51%) VMware Infrastructure
Systems Management
1 7 (3.52%) Kubernetes
2 5 (2.51%) Istio
3 3 (1.51%) Kibana
3 3 (1.51%) Prometheus
Vendors
1 30 (15.08%) Tableau
2 19 (9.55%) Oracle
3 15 (7.54%) Microsoft
4 7 (3.52%) SAP
5 6 (3.02%) Salesforce.com
6 5 (2.51%) VMware
7 4 (2.01%) CA Agile Central
8 3 (1.51%) Google
8 3 (1.51%) Marketo
9 2 (1.01%) Alteryx
9 2 (1.01%) Cognizant
9 2 (1.01%) SIMUL8
10 1 (0.50%) Adobe
10 1 (0.50%) Cadence
10 1 (0.50%) Cloudera
10 1 (0.50%) Cognos
10 1 (0.50%) Hortonworks
10 1 (0.50%) IBM
10 1 (0.50%) IBM Sterling
10 1 (0.50%) ServiceNow