Period
to 31 October 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 31 October 2020 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
UK > England
6 months to
31 Oct 2020
Same period 2019 Same period 2018
Rank 537 726 607
Rank change year-on-year +189 -119 +18
Permanent jobs citing Numerate Degree 142 342 605
As % of all permanent jobs advertised in England 0.31% 0.27% 0.40%
As % of the Qualifications category 1.45% 1.17% 1.66%
Number of salaries quoted 144 272 473
Median annual salary £55,000 £40,500 £55,000
Median salary % change year-on-year +35.80% -26.36% +25.00%
10th Percentile £37,375 £26,250 £24,100
90th Percentile £95,000 £81,125 £108,500
UK median annual salary £55,000 £38,500 £50,000
% change year-on-year +42.86% -23.00% +25.00%

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 England with a requirement for academic qualifications or professional certifications.

All Academic and Professional Certifications
England
Permanent vacancies requiring academic qualifications or professional certifications 9,825 29,225 36,536
As % of all permanent IT jobs advertised in England 21.53% 23.13% 23.88%
Number of salaries quoted 7,426 21,616 27,187
Median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - +5.26%
10th Percentile £31,250 £27,281 £26,250
90th Percentile £87,500 £82,500 £82,500
UK median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

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 31 October 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 31 October 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 +205 69 £65,000 +8.33% 16
North of England +204 43 £55,000 +80.33% 6
Yorkshire +154 37 £55,000 +96.43% 3
South East +125 19 £46,250 +37.04% 4
North West +127 6 £55,500 +83.47% 3
South West +113 6 £41,500 +27.69% 2
Midlands +113 4 £52,500 +81.03% 2
West Midlands +93 4 £52,500 +81.03% 1
East of England +109 1 £26,000 -25.71% 3
Numerate Degree
UK

For the 6 months to 31 October 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.

1 141 (99.30%) Degree
2 129 (90.85%) Mathematics
3 88 (61.97%) SQL
4 79 (55.63%) C#
5 78 (54.93%) Python
6 66 (46.48%) Java
7 62 (43.66%) JavaScript
8 59 (41.55%) Software Engineering
9 45 (31.69%) Computer Science
10 41 (28.87%) AWS
10 41 (28.87%) Big Data
11 39 (27.46%) .NET
12 38 (26.76%) NoSQL
13 34 (23.94%) Node.js
14 30 (21.13%) Analytical Skills
15 29 (20.42%) Statistics
16 28 (19.72%) Analytics
17 26 (18.31%) Finance
18 25 (17.61%) Agile Software Development
19 24 (16.90%) Physics
19 24 (16.90%) Computer Science Degree
20 22 (15.49%) MongoDB
21 18 (12.68%) Relational Database
21 18 (12.68%) Algorithms
22 16 (11.27%) Data Science
22 16 (11.27%) Machine Learning
22 16 (11.27%) C++
22 16 (11.27%) OO
23 15 (10.56%) Linux
23 15 (10.56%) SQL Server

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 7 (4.93%) Apache Spark
2 3 (2.11%) Confluence
2 3 (2.11%) SAS
Applications
1 9 (6.34%) Microsoft Excel
2 3 (2.11%) SPSS
3 2 (1.41%) EViews
3 2 (1.41%) Microsoft Office
3 2 (1.41%) SPSS Modeler
3 2 (1.41%) Stata
4 1 (0.70%) Mathcad
4 1 (0.70%) Simulink
Business Applications
1 1 (0.70%) Odoo
Cloud Services
1 41 (28.87%) AWS
2 6 (4.23%) Azure
2 6 (4.23%) Power Platform
3 4 (2.82%) SaaS
4 1 (0.70%) Dynamics 365
Communications & Networking
1 4 (2.82%) HTTP
1 4 (2.82%) Internet
1 4 (2.82%) SMTP
1 4 (2.82%) SNMP
2 2 (1.41%) Firewall
Database & Business Intelligence
1 41 (28.87%) Big Data
2 38 (26.76%) NoSQL
3 22 (15.49%) MongoDB
4 18 (12.68%) Relational Database
5 15 (10.56%) SQL Server
6 13 (9.15%) Tableau
7 11 (7.75%) Data Mining
8 9 (6.34%) PostgreSQL
9 7 (4.93%) Blockchain
10 6 (4.23%) Power BI
11 5 (3.52%) MySQL
12 4 (2.82%) Hadoop
13 3 (2.11%) Apache Hive
14 2 (1.41%) CouchDB
14 2 (1.41%) Data Lake
14 2 (1.41%) RDBMS
15 1 (0.70%) BusinessObjects
15 1 (0.70%) Data Warehouse
15 1 (0.70%) KDB
15 1 (0.70%) SAP BW
Development Applications
1 14 (9.86%) Git (software)
2 10 (7.04%) Team Foundation Server
2 10 (7.04%) Visual Studio
3 4 (2.82%) Jenkins
3 4 (2.82%) Subversion
4 3 (2.11%) GCC
4 3 (2.11%) JIRA
5 1 (0.70%) Cucumber
5 1 (0.70%) GitLab
5 1 (0.70%) Mercurial
5 1 (0.70%) Protractor
5 1 (0.70%) REST Assured
5 1 (0.70%) Selenium
5 1 (0.70%) TeamCity
General
1 26 (18.31%) Finance
2 11 (7.75%) Marketing
3 9 (6.34%) Manufacturing
4 7 (4.93%) Retail
5 6 (4.23%) Financial Institution
6 4 (2.82%) Electronics
6 4 (2.82%) Front Office
6 4 (2.82%) Public Sector
7 3 (2.11%) Games
7 3 (2.11%) Pharmaceutical
7 3 (2.11%) Telecoms
8 2 (1.41%) Advertising
9 1 (0.70%) Back Office
9 1 (0.70%) Banking
9 1 (0.70%) Investment Banking
9 1 (0.70%) Publishing
Job Titles
1 53 (37.32%) Developer
2 42 (29.58%) Software Engineer
3 20 (14.08%) Software Developer
4 19 (13.38%) C# Developer
5 16 (11.27%) Analyst
6 14 (9.86%) .NET Developer
7 13 (9.15%) C# .NET Developer
7 13 (9.15%) Senior Developer
8 11 (7.75%) Quantitative Developer
9 10 (7.04%) Senior Software Developer
10 9 (6.34%) Data Scientist
10 9 (6.34%) Graduate
11 8 (5.63%) Graduate Developer
11 8 (5.63%) Senior Analyst
12 7 (4.93%) Blockchain Developer
12 7 (4.93%) Business Intelligence Analyst
12 7 (4.93%) F# Developer
12 7 (4.93%) JavaScript Developer
13 6 (4.23%) JavaScript Engineer
13 6 (4.23%) Senior Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 39 (27.46%) .NET
2 34 (23.94%) Node.js
3 13 (9.15%) CSS
4 11 (7.75%) HTML
4 11 (7.75%) Web Services
5 10 (7.04%) RESTful
6 9 (6.34%) AngularJS
6 9 (6.34%) WCF
7 7 (4.93%) Akka.NET
7 7 (4.93%) React
8 6 (4.23%) TensorFlow
8 6 (4.23%) Torch
8 6 (4.23%) WPF
9 5 (3.52%) ASP.NET
9 5 (3.52%) scikit-learn
9 5 (3.52%) Theano
10 4 (2.82%) .NET Core
10 4 (2.82%) ASP.NET MVC
10 4 (2.82%) Boost C++ Libraries
10 4 (2.82%) XML
Miscellaneous
1 30 (21.13%) Analytical Skills
2 18 (12.68%) Algorithms
3 10 (7.04%) Fixed Income
4 9 (6.34%) Equities
5 7 (4.93%) Renewable Energy
6 6 (4.23%) FMCG
7 4 (2.82%) Virtual Team
8 3 (2.11%) Industry 4.0
8 3 (2.11%) Life Science
8 3 (2.11%) Robotics
8 3 (2.11%) User Experience
9 2 (1.41%) Cyber Kill Chain
9 2 (1.41%) Cyberthreat
9 2 (1.41%) Derivative
9 2 (1.41%) Foreign Exchange (FX)
10 1 (0.70%) Embedded Systems
10 1 (0.70%) Enterprise Software
10 1 (0.70%) Hedge funds
10 1 (0.70%) Management Information System
10 1 (0.70%) Mobile Games
Operating Systems
1 15 (10.56%) Linux
2 10 (7.04%) Windows
3 2 (1.41%) Unix
Processes & Methodologies
1 129 (90.85%) Mathematics
2 59 (41.55%) Software Engineering
3 45 (31.69%) Computer Science
4 29 (20.42%) Statistics
5 28 (19.72%) Analytics
6 25 (17.61%) Agile Software Development
7 24 (16.90%) Physics
8 16 (11.27%) Data Science
8 16 (11.27%) Machine Learning
8 16 (11.27%) OO
9 14 (9.86%) Business Intelligence
10 12 (8.45%) Artificial Intelligence
10 12 (8.45%) Asset Management
11 11 (7.75%) Coaching
12 10 (7.04%) Data Engineering
12 10 (7.04%) Fintech
12 10 (7.04%) Microservices
12 10 (7.04%) Visualisation
13 9 (6.34%) Linear Algebra
13 9 (6.34%) TDD
Programming Languages
1 88 (61.97%) SQL
2 79 (55.63%) C#
3 78 (54.93%) Python
4 66 (46.48%) Java
5 62 (43.66%) JavaScript
6 16 (11.27%) C++
7 10 (7.04%) R
8 9 (6.34%) VB.NET
9 7 (4.93%) F#
9 7 (4.93%) Shell Script
10 4 (2.82%) Perl
10 4 (2.82%) PHP
10 4 (2.82%) PowerShell
10 4 (2.82%) VBA
11 3 (2.11%) C
11 3 (2.11%) Scala
12 2 (1.41%) Rust
12 2 (1.41%) T-SQL
13 1 (0.70%) MATLAB
13 1 (0.70%) VB
Qualifications
1 141 (99.30%) Degree
2 24 (16.90%) Computer Science Degree
3 9 (6.34%) PhD
4 8 (5.63%) Postgraduate
5 5 (3.52%) Security Cleared
6 2 (1.41%) Master's Degree
6 2 (1.41%) SC Cleared
7 1 (0.70%) DV Cleared
Quality Assurance & Compliance
1 7 (4.93%) ISO 13485
2 6 (4.23%) ISO 9001
3 2 (1.41%) GAMP
4 1 (0.70%) Actionable Recommendations
4 1 (0.70%) Data Quality
4 1 (0.70%) ISO/IEC 27001
4 1 (0.70%) QA
System Software
1 12 (8.45%) Docker
2 4 (2.82%) VMware Infrastructure
Systems Management
1 7 (4.93%) Istio
1 7 (4.93%) Kubernetes
2 1 (0.70%) Kibana
Vendors
1 12 (8.45%) Oracle
2 9 (6.34%) Microsoft
3 6 (4.23%) Apple
3 6 (4.23%) Google
4 4 (2.82%) SAP
4 4 (2.82%) VMware
5 3 (2.11%) Perforce
6 2 (1.41%) SIMUL8
7 1 (0.70%) Cognizant
7 1 (0.70%) JD Edwards