Period
to 16 May 2021

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 16 May 2021 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
UK > England
6 months to
16 May 2021
Same period 2020 Same period 2019
Rank 553 676 644
Rank change year-on-year +123 -32 +15
Permanent jobs citing Numerate Degree 315 225 490
As % of all permanent jobs advertised in England 0.39% 0.25% 0.37%
As % of the Qualifications category 1.87% 1.18% 1.47%
Number of salaries quoted 232 203 426
10th Percentile £33,875 £25,650 £26,250
25th Percentile £45,000 £30,000 £34,409
Median annual salary (50th Percentile) £55,000 £50,000 £55,000
Median % change year-on-year +10.00% -9.09% +4.76%
75th Percentile £65,000 £69,375 £75,000
90th Percentile £71,125 £96,000 £100,000
UK median annual salary £55,000 £50,000 £55,000
% change year-on-year +10.00% -9.09% +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 England with a requirement for academic qualifications or professional certifications.

All Academic and Professional Certifications
England
Permanent vacancies requiring academic qualifications or professional certifications 16,866 19,146 33,348
As % of all permanent IT jobs advertised in England 21.11% 21.58% 24.95%
Number of salaries quoted 11,138 14,445 24,285
10th Percentile £31,250 £28,813 £26,750
25th Percentile £41,250 £37,500 £35,000
Median annual salary (50th Percentile) £55,000 £52,500 £50,000
Median % change year-on-year +4.76% +5.00% -
75th Percentile £72,500 £70,000 £67,500
90th Percentile £86,250 £85,000 £82,500
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +3.09%

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 16 May 2021.

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 16 May 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
London +34 124 £60,000 -7.69% 20
North of England +81 94 £55,000 +144.44% 6
Yorkshire +63 87 £55,000 +155.81% 2
South East +44 54 £50,000 +25.00% 7
East of England +49 21 £60,000 - 3
South West -43 9 £32,500 -20.25% 7
Midlands -11 8 £48,750 +14.04% 6
North West +32 7 £27,500 +10.00% 3
East Midlands +11 7 £47,500 +90.00% 3
West Midlands -21 1 £60,000 +39.54% 3
Numerate Degree
UK

For the 6 months to 16 May 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 England region with a requirement for Numerate Degree.

1 313 (99.37%) Degree
2 242 (76.83%) Mathematics
3 188 (59.68%) SQL
4 148 (46.98%) Python
5 115 (36.51%) Java
6 108 (34.29%) Software Engineering
7 104 (33.02%) Finance
8 99 (31.43%) JavaScript
8 99 (31.43%) AWS
9 96 (30.48%) Analytical Skills
10 89 (28.25%) Social Skills
11 86 (27.30%) Node.js
12 80 (25.40%) C#
12 80 (25.40%) Computer Science
13 79 (25.08%) Statistics
14 77 (24.44%) Big Data
15 75 (23.81%) Analytics
16 59 (18.73%) Problem-Solving
17 57 (18.10%) NoSQL
18 40 (12.70%) Business Intelligence
19 39 (12.38%) C++
20 38 (12.06%) Tableau
21 37 (11.75%) Data Science
22 35 (11.11%) Physics
23 32 (10.16%) Microsoft Excel
24 31 (9.84%) Machine Learning
25 29 (9.21%) Computer Science Degree
25 29 (9.21%) Unix
26 28 (8.89%) Marketing
27 26 (8.25%) R

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 18 (5.71%) SAS
2 12 (3.81%) Jupyter
3 5 (1.59%) CMS
3 5 (1.59%) SharePoint
4 4 (1.27%) Apache Spark
4 4 (1.27%) Jetty
4 4 (1.27%) OpenStack
4 4 (1.27%) SharePoint 2013
5 3 (0.95%) MS Exchange
5 3 (0.95%) Tomcat
Applications
1 32 (10.16%) Microsoft Excel
2 5 (1.59%) Microsoft Office
3 3 (0.95%) Spreadsheet
4 1 (0.32%) Microsoft PowerPoint
Cloud Services
1 99 (31.43%) AWS
2 26 (8.25%) Azure
3 19 (6.03%) GCP
4 17 (5.40%) GitHub
5 13 (4.13%) Amazon EC2
5 13 (4.13%) Amazon S3
5 13 (4.13%) AWS Lambda
5 13 (4.13%) Serverless
6 12 (3.81%) Power Platform
7 9 (2.86%) Amazon Cognito
7 9 (2.86%) Amazon SQS
7 9 (2.86%) CloudFront
8 7 (2.22%) npm
9 5 (1.59%) Google Analytics
10 4 (1.27%) Google Data Studio
11 3 (0.95%) Cloud Computing
11 3 (0.95%) Microsoft 365
12 2 (0.63%) Azure Data Factory
12 2 (0.63%) SaaS
13 1 (0.32%) Azure Stack
Communications & Networking
1 3 (0.95%) Firewall
2 2 (0.63%) GSM
2 2 (0.63%) Internet
3 1 (0.32%) SMS
Database & Business Intelligence
1 77 (24.44%) Big Data
2 57 (18.10%) NoSQL
3 38 (12.06%) Tableau
4 24 (7.62%) Relational Database
5 21 (6.67%) SQL Server
6 14 (4.44%) BigQuery
7 11 (3.49%) Data Warehouse
7 11 (3.49%) Power BI
8 9 (2.86%) Amazon DynamoDB
8 9 (2.86%) Amazon RDS
8 9 (2.86%) MongoDB
9 8 (2.54%) Data Mining
9 8 (2.54%) SQL Server Integration Services
10 7 (2.22%) SQL Server Reporting Services
11 6 (1.90%) PostgreSQL
12 4 (1.27%) Amazon Redshift
12 4 (1.27%) Couchbase
12 4 (1.27%) SQL Server Analysis Services
13 2 (0.63%) Azure SQL Database
13 2 (0.63%) MySQL
Development Applications
1 14 (4.44%) Jenkins
1 14 (4.44%) Maven
2 12 (3.81%) Git (software)
3 11 (3.49%) Cypress.io
4 10 (3.17%) GitLab
5 7 (2.22%) GCC
6 5 (1.59%) LabVIEW
6 5 (1.59%) Team Foundation Server
7 4 (1.27%) IntelliJ
7 4 (1.27%) JUnit
8 3 (0.95%) JIRA
8 3 (0.95%) Visual Studio
9 2 (0.63%) Postman
9 2 (0.63%) Selenium
General
1 104 (33.02%) Finance
2 96 (30.48%) Analytical Skills
3 89 (28.25%) Social Skills
4 28 (8.89%) Marketing
5 17 (5.40%) Electronics
5 17 (5.40%) Retail
6 16 (5.08%) Pharmaceutical
7 13 (4.13%) Advertising
8 12 (3.81%) Financial Institution
9 6 (1.90%) Banking
10 5 (1.59%) Documentation Skills
10 5 (1.59%) Investment Banking
10 5 (1.59%) Presentation Skills
10 5 (1.59%) Public Sector
11 4 (1.27%) Games
11 4 (1.27%) Influencing Skills
11 4 (1.27%) Law
11 4 (1.27%) Legal
11 4 (1.27%) Manufacturing
11 4 (1.27%) Telecoms
Job Titles
1 96 (30.48%) Software Engineer
2 90 (28.57%) Analyst
3 50 (15.87%) Developer
4 34 (10.79%) Data Analyst
5 23 (7.30%) Data Scientist
6 17 (5.40%) Business Intelligence Analyst
6 17 (5.40%) Java Developer
6 17 (5.40%) Senior Analyst
7 13 (4.13%) Commercial Analyst
7 13 (4.13%) Programmer
8 12 (3.81%) Systems Analyst
9 11 (3.49%) C++ Developer
9 11 (3.49%) Java Engineer
9 11 (3.49%) Java Software Engineer
9 11 (3.49%) Senior Business Intelligence Analyst
10 10 (3.17%) C# Developer
10 10 (3.17%) Insight Analyst
10 10 (3.17%) Statistical Programmer
11 9 (2.86%) Data Insight Analyst
11 9 (2.86%) Insight Data Analyst
Libraries, Frameworks & Software Standards
1 86 (27.30%) Node.js
2 19 (6.03%) REST
3 16 (5.08%) scikit-learn
3 16 (5.08%) Web Services
4 14 (4.44%) AngularJS
4 14 (4.44%) HTML
4 14 (4.44%) Pandas
5 13 (4.13%) React
6 12 (3.81%) NumPy
7 11 (3.49%) CSS
7 11 (3.49%) Redux
8 10 (3.17%) .NET
8 10 (3.17%) SciPy
9 9 (2.86%) Jest
10 7 (2.22%) Spring
10 7 (2.22%) Spring Boot
10 7 (2.22%) TensorFlow
11 5 (1.59%) CSS3
11 5 (1.59%) HTML5
11 5 (1.59%) Sass
Miscellaneous
1 25 (7.94%) Algorithms
2 16 (5.08%) Derivative
3 15 (4.76%) Blog
4 14 (4.44%) Self-Motivation
5 13 (4.13%) Life Science
6 7 (2.22%) Embedded Systems
7 5 (1.59%) Acoustics
7 5 (1.59%) Biotechnology
7 5 (1.59%) Management Information System
8 4 (1.27%) Data Structures
8 4 (1.27%) FMCG
8 4 (1.27%) Foreign Exchange (FX)
8 4 (1.27%) Online Games
9 3 (0.95%) Analytical Mindset
9 3 (0.95%) Industry 4.0
9 3 (0.95%) Pharmacovigilance
9 3 (0.95%) Robotics
9 3 (0.95%) User Experience
10 2 (0.63%) Equities
10 2 (0.63%) Renewable Energy
Operating Systems
1 29 (9.21%) Unix
2 25 (7.94%) Linux
3 7 (2.22%) Ubuntu
4 3 (0.95%) Mac OS
4 3 (0.95%) Red Hat Enterprise Linux
5 2 (0.63%) Windows
Processes & Methodologies
1 242 (76.83%) Mathematics
2 108 (34.29%) Software Engineering
3 80 (25.40%) Computer Science
4 79 (25.08%) Statistics
5 75 (23.81%) Analytics
6 59 (18.73%) Problem-Solving
7 40 (12.70%) Business Intelligence
8 37 (11.75%) Data Science
9 35 (11.11%) Physics
10 31 (9.84%) Machine Learning
11 24 (7.62%) Economics
12 23 (7.30%) Data Analysis
13 21 (6.67%) Business Analysis
13 21 (6.67%) Decision-Making
13 21 (6.67%) SDLC
14 19 (6.03%) Digital Analytics
15 18 (5.71%) Data Modelling
16 17 (5.40%) Fintech
16 17 (5.40%) OO
17 16 (5.08%) Business Analytics
Programming Languages
1 188 (59.68%) SQL
2 148 (46.98%) Python
3 115 (36.51%) Java
4 99 (31.43%) JavaScript
5 80 (25.40%) C#
6 39 (12.38%) C++
7 26 (8.25%) R
8 18 (5.71%) TypeScript
8 18 (5.71%) VBA
9 14 (4.44%) Java 8
10 13 (4.13%) C
11 9 (2.86%) MATLAB
12 6 (1.90%) PowerShell
12 6 (1.90%) T-SQL
13 5 (1.59%) Tcl
14 4 (1.27%) Scala
15 3 (0.95%) VB
16 2 (0.63%) ES6
16 2 (0.63%) Julia
17 1 (0.32%) F#
Qualifications
1 313 (99.37%) Degree
2 29 (9.21%) Computer Science Degree
3 19 (6.03%) PhD
4 7 (2.22%) Chartered Engineer
5 6 (1.90%) Postgraduate
5 6 (1.90%) SC Cleared
5 6 (1.90%) Security Cleared
6 5 (1.59%) Master's Degree
7 1 (0.32%) PMI Certification
Quality Assurance & Compliance
1 16 (5.08%) Data Quality
2 13 (4.13%) Solvency II
3 8 (2.54%) CDISC
3 8 (2.54%) QA
4 2 (0.63%) HAZOP
4 2 (0.63%) IEC 61508
4 2 (0.63%) ISO 26262
5 1 (0.32%) GDPR
5 1 (0.32%) IFRS
5 1 (0.32%) IFRS 9
System Software
1 8 (2.54%) Docker
2 7 (2.22%) Firmware
Systems Management
1 6 (1.90%) Kubernetes
2 5 (1.59%) Sonobuoy
3 3 (0.95%) SCCM
4 1 (0.32%) Oracle EDQ
4 1 (0.32%) Puppet
Vendors
1 24 (7.62%) Google
2 19 (6.03%) Oracle
3 13 (4.13%) Microsoft
4 5 (1.59%) SAP
5 4 (1.27%) Facebook
5 4 (1.27%) Instagram
6 3 (0.95%) IBM
6 3 (0.95%) Red Hat
7 1 (0.32%) Alteryx
7 1 (0.32%) Calypso
7 1 (0.32%) EMC
7 1 (0.32%) Saba