Period
to 16 November 2019

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Numerate Degree qualifications. Included is a benchmarking guide to the salaries offered over the 6 months to 16 November 2019 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
England > South East
6 months to
16 Nov 2019
Same period 2018 Same period 2017
Rank 392 446 498
Rank change year-on-year +54 +52 -25
Permanent jobs citing Numerate Degree 112 84 62
As % of all permanent IT jobs advertised in the South East 0.45% 0.29% 0.20%
As % of the Qualifications category 1.64% 1.07% 0.75%
Number of salaries quoted 109 75 57
South East median annual salary £35,000 £27,500 £45,000
Median salary % change year-on-year +27.27% -38.89% +28.57%
10th Percentile £26,250 £21,000 £21,750
90th Percentile £62,600 £63,750 £65,000
England median annual salary £40,000 £57,500 £45,000
% change year-on-year -30.43% +27.78% +1.12%

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 the South East with a requirement for academic qualifications or professional certifications.

All Academic and Professional Certifications
South East
Permanent vacancies requiring academic qualifications or professional certifications 6,822 7,830 8,288
As % of all permanent IT jobs advertised in the South East 27.19% 27.16% 27.10%
Number of salaries quoted 5,033 6,026 6,743
South East median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - -
10th Percentile £26,250 £25,000 £25,000
90th Percentile £75,000 £70,000 £68,750
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +3.26%

Numerate Degree
Job Vacancy Trend in the South East

Job postings citing Numerate Degree as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Numerate Degree in the South East

Numerate Degree
Salary Trend in the South East

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Numerate Degree in the South East.

Salary trend for Numerate Degree in the South East

Numerate Degree
Salary Histogram in the South East

The salary distribution of IT jobs citing Numerate Degree in the South East over the 6 months to 16 November 2019.

Salary histogram for Numerate Degree in the South East

Numerate Degree
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Numerate Degree within the South East region over the 6 months to 16 November 2019. 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
Thames Valley +59 52 £40,000 -20.00% 6
Hampshire +13 33 £30,000 +20.00% 4
Oxfordshire +41 22 £32,000 -37.56% 2
Berkshire +22 21 £45,000 +38.46% 1
East Sussex +18 17 £27,500 +10.00% 1
Buckinghamshire +19 9 £55,000 +10.00% 3
Surrey +41 8 £36,500 +50.52% 2
Kent -1 2 £36,250 +61.11%
Numerate Degree
England

For the 6 months to 16 November 2019, 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 South East region with a requirement for Numerate Degree.

1 112 (100.00%) Degree
2 88 (78.57%) Mathematics
3 69 (61.61%) C#
4 50 (44.64%) .NET
5 48 (42.86%) C++
6 47 (41.96%) Physics
7 45 (40.18%) Software Engineering
8 42 (37.50%) Computer Science
9 34 (30.36%) Computer Science Degree
10 29 (25.89%) JavaScript
11 28 (25.00%) SQL
11 28 (25.00%) HTML
12 27 (24.11%) OO
13 26 (23.21%) AngularJS
14 25 (22.32%) Artificial Intelligence
14 25 (22.32%) Agile Software Development
15 21 (18.75%) MVC
15 21 (18.75%) Algorithms
16 20 (17.86%) CSS
16 20 (17.86%) Java
17 19 (16.96%) ASP.NET
17 19 (16.96%) WPF
17 19 (16.96%) Problem-Solving
18 18 (16.07%) .NET Core
18 18 (16.07%) Python
19 17 (15.18%) Linux
19 17 (15.18%) Microsoft
19 17 (15.18%) TDD
19 17 (15.18%) ASP.NET MVC
20 16 (14.29%) Driving Licence

Numerate Degree
Co-occurring IT Skills in the South East 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 (6.25%) SAS
2 5 (4.46%) Apache
3 3 (2.68%) Apache Spark
3 3 (2.68%) nginx
4 2 (1.79%) Jupyter
Applications
1 6 (5.36%) Microsoft Excel
2 4 (3.57%) Stata
3 1 (0.89%) Microsoft Office
3 1 (0.89%) SPSS
Cloud Services
1 10 (8.93%) Office 365
2 5 (4.46%) AWS
2 5 (4.46%) Azure
3 3 (2.68%) Power Platform
4 2 (1.79%) Azure Machine Learning
4 2 (1.79%) PaaS
5 1 (0.89%) Cloud Computing
5 1 (0.89%) GCP
Communications & Networking
1 10 (8.93%) VPN
2 8 (7.14%) ZigBee
2 8 (7.14%) Z-Wave
Database & Business Intelligence
1 10 (8.93%) SQL Server
2 8 (7.14%) Relational Database
3 7 (6.25%) NoSQL
4 6 (5.36%) MySQL
5 3 (2.68%) Big Data
5 3 (2.68%) Power BI
6 2 (1.79%) Data Mining
6 2 (1.79%) Geospatial Data
6 2 (1.79%) GIS
6 2 (1.79%) Hadoop
7 1 (0.89%) Base SAS
7 1 (0.89%) Couchbase
7 1 (0.89%) CouchDB
7 1 (0.89%) Data Warehouse
7 1 (0.89%) Mahout
Development Applications
1 12 (10.71%) Git (software)
2 8 (7.14%) Team Foundation Server
3 6 (5.36%) Visual Studio
4 5 (4.46%) Jenkins
5 4 (3.57%) Subversion
6 2 (1.79%) Bitbucket
6 2 (1.79%) Cucumber
6 2 (1.79%) Eclipse
6 2 (1.79%) Selenium
6 2 (1.79%) SpecFlow
6 2 (1.79%) TeamCity
6 2 (1.79%) Visual Studio Team System
6 2 (1.79%) WebDriver
7 1 (0.89%) Protractor
General
1 5 (4.46%) Electronics
1 5 (4.46%) Finance
2 3 (2.68%) Aerospace
2 3 (2.68%) Automotive
2 3 (2.68%) Marketing
3 2 (1.79%) Legal
3 2 (1.79%) Public Sector
3 2 (1.79%) Telecoms
4 1 (0.89%) Manufacturing
4 1 (0.89%) Retail
Job Titles
1 42 (37.50%) Developer
2 41 (36.61%) Graduate
3 33 (29.46%) Software Engineer
4 27 (24.11%) Software Developer
5 20 (17.86%) Junior
6 19 (16.96%) Graduate Software Engineer
7 16 (14.29%) Graduate Developer
7 16 (14.29%) Junior Software Engineer
8 14 (12.50%) Graduate Software Developer
9 12 (10.71%) .NET Developer
10 11 (9.82%) .NET Software Developer
11 10 (8.93%) C# Developer
12 8 (7.14%) Data Scientist
12 8 (7.14%) Support Engineer
12 8 (7.14%) Windows Engineer
13 7 (6.25%) 2nd Line Engineer
13 7 (6.25%) Analyst
13 7 (6.25%) C# .NET Developer
13 7 (6.25%) C# Software Developer
14 6 (5.36%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 50 (44.64%) .NET
2 28 (25.00%) HTML
3 26 (23.21%) AngularJS
4 20 (17.86%) CSS
5 19 (16.96%) ASP.NET
5 19 (16.96%) WPF
6 18 (16.07%) .NET Core
7 17 (15.18%) ASP.NET MVC
8 6 (5.36%) HTML5
9 4 (3.57%) Ionic Framework
9 4 (3.57%) Laravel
9 4 (3.57%) Vue.js
10 3 (2.68%) .NET Framework
10 3 (2.68%) OpenGL
10 3 (2.68%) Spring
10 3 (2.68%) WCF
10 3 (2.68%) XML
10 3 (2.68%) XSLT
11 2 (1.79%) Gherkin
11 2 (1.79%) jQuery
Miscellaneous
1 21 (18.75%) Algorithms
2 16 (14.29%) Driving Licence
3 9 (8.04%) Analytical Skills
4 8 (7.14%) Data Structures
4 8 (7.14%) Embedded Systems
5 5 (4.46%) Mobile App
6 3 (2.68%) Client/Server
6 3 (2.68%) Robotics
7 2 (1.79%) Smart City
8 1 (0.89%) Credit Risk
8 1 (0.89%) CUDA
8 1 (0.89%) Enterprise Software
8 1 (0.89%) Self-Motivation
Operating Systems
1 17 (15.18%) Linux
2 13 (11.61%) Windows
3 10 (8.93%) Windows 10
3 10 (8.93%) Windows 7
3 10 (8.93%) Windows XP
4 4 (3.57%) Android
4 4 (3.57%) Apple iOS
5 1 (0.89%) Unix
Processes & Methodologies
1 88 (78.57%) Mathematics
2 47 (41.96%) Physics
3 45 (40.18%) Software Engineering
4 42 (37.50%) Computer Science
5 27 (24.11%) OO
6 25 (22.32%) Agile Software Development
6 25 (22.32%) Artificial Intelligence
7 21 (18.75%) MVC
8 19 (16.96%) Problem-Solving
9 17 (15.18%) TDD
10 16 (14.29%) OOD
11 11 (9.82%) Data Analysis
11 11 (9.82%) Mathematical Modelling
12 10 (8.93%) Analytics
12 10 (8.93%) Data Science
12 10 (8.93%) Statistics
12 10 (8.93%) Visualisation
13 9 (8.04%) Machine Learning
14 8 (7.14%) Control Theory
14 8 (7.14%) SDLC
Programming Languages
1 69 (61.61%) C#
2 48 (42.86%) C++
3 29 (25.89%) JavaScript
4 28 (25.00%) SQL
5 20 (17.86%) Java
6 18 (16.07%) Python
7 16 (14.29%) XAML
8 10 (8.93%) VB.NET
9 7 (6.25%) C
10 6 (5.36%) R
10 6 (5.36%) VB
11 4 (3.57%) MATLAB
11 4 (3.57%) PHP
12 3 (2.68%) PL/SQL
12 3 (2.68%) VBA
13 1 (0.89%) Go
13 1 (0.89%) Scala
Qualifications
1 112 (100.00%) Degree
2 34 (30.36%) Computer Science Degree
3 5 (4.46%) Security Cleared
4 4 (3.57%) DV Cleared
5 1 (0.89%) Master's Degree
5 1 (0.89%) PhD
5 1 (0.89%) SC Cleared
Quality Assurance & Compliance
1 6 (5.36%) ISO 13485
1 6 (5.36%) ISO 9001
2 3 (2.68%) QA
System Software
1 11 (9.82%) Active Directory
2 10 (8.93%) VMware Infrastructure
Vendors
1 17 (15.18%) Microsoft
2 10 (8.93%) VMware
3 5 (4.46%) Oracle
4 3 (2.68%) Tableau
5 2 (1.79%) MicroStrategy
6 1 (0.89%) SAP