Period
to 26 September 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 26 September 2021 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
UK > England
6 months to
26 Sep 2021
Same period 2020 Same period 2019
Rank 618 548 726
Rank change year-on-year -70 +178 -80
Permanent jobs citing Numerate Degree 389 116 366
As % of all permanent jobs advertised in England 0.36% 0.26% 0.28%
As % of the Qualifications category 1.75% 1.17% 1.19%
Number of salaries quoted 250 101 289
10th Percentile £32,475 £33,750 £26,250
25th Percentile £45,000 £45,000 £28,000
Median annual salary (50th Percentile) £55,000 £55,000 £41,500
Median % change year-on-year - +32.53% -24.55%
75th Percentile £70,000 £67,500 £62,500
90th Percentile £90,000 £107,500 £81,500
UK median annual salary £55,000 £55,000 £38,500
% change year-on-year - +42.86% -23.00%

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 22,224 9,913 30,825
As % of all permanent IT jobs advertised in England 20.77% 22.34% 23.76%
Number of salaries quoted 12,989 7,618 22,852
10th Percentile £31,250 £31,500 £26,750
25th Percentile £41,250 £41,250 £35,000
Median annual salary (50th Percentile) £55,000 £55,000 £50,000
Median % change year-on-year - +10.00% -
75th Percentile £72,500 £71,250 £67,500
90th Percentile £88,750 £90,000 £82,500
UK median annual salary £55,000 £55,000 £50,000
% change year-on-year - +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 26 September 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 26 September 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 -111 182 £70,000 +7.69% 7
North of England -76 82 £55,000 - 7
South East -102 82 £55,000 +14.58% 11
Yorkshire -47 75 £55,000 - 2
East of England -64 34 £54,481 - 2
North West -93 7 £28,000 -49.55% 5
South West -111 5 £50,000 +33.33% 7
Midlands -122 4 £48,750 -7.14% 1
East Midlands - 3 £47,500 - 1
West Midlands -99 1 £60,000 +14.29%
Numerate Degree
UK

For the 6 months to 26 September 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.

1 387 (99.49%) Degree
2 313 (80.46%) Mathematics
3 159 (40.87%) SQL
4 144 (37.02%) JavaScript
5 141 (36.25%) Computer Science
6 140 (35.99%) Python
7 129 (33.16%) Analytics
8 122 (31.36%) Analytical Skills
9 103 (26.48%) Java
10 100 (25.71%) Software Engineering
11 99 (25.45%) Statistics
11 99 (25.45%) Finance
12 93 (23.91%) Data Science
13 86 (22.11%) NoSQL
14 83 (21.34%) C#
15 81 (20.82%) Computer Science Degree
15 81 (20.82%) Social Skills
16 77 (19.79%) AWS
17 75 (19.28%) Tableau
18 74 (19.02%) Big Data
19 70 (17.99%) Node.js
20 64 (16.45%) Business Intelligence
21 59 (15.17%) Problem-Solving
22 57 (14.65%) AngularJS
23 55 (14.14%) Visualisation
23 55 (14.14%) Fintech
24 54 (13.88%) HTML
25 52 (13.37%) MVC
26 48 (12.34%) Relational Database
27 47 (12.08%) Data Quality

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 37 (9.51%) CMS
2 25 (6.43%) SAS
3 15 (3.86%) Tomcat
4 13 (3.34%) SharePoint
5 12 (3.08%) JBoss
6 11 (2.83%) Jupyter
7 3 (0.77%) Jetty
7 3 (0.77%) OpenStack
Applications
1 32 (8.23%) Microsoft Excel
2 17 (4.37%) Microsoft Office
3 3 (0.77%) Microsoft PowerPoint
4 2 (0.51%) Spreadsheet
Business Applications
1 13 (3.34%) IBM Planning Analytics
2 4 (1.03%) Summit
3 2 (0.51%) SessionCam
3 2 (0.51%) Sprinklr
Cloud Services
1 77 (19.79%) AWS
2 46 (11.83%) Azure
3 43 (11.05%) GitHub
4 34 (8.74%) Power Platform
5 22 (5.66%) Google Analytics
6 15 (3.86%) npm
7 14 (3.60%) SaaS
8 13 (3.34%) AWS Lambda
8 13 (3.34%) Serverless
9 12 (3.08%) Amazon EC2
9 12 (3.08%) Amazon S3
9 12 (3.08%) GCP
10 10 (2.57%) dbt
10 10 (2.57%) Fivetran
10 10 (2.57%) Snowflake
11 9 (2.31%) Amazon Cognito
11 9 (2.31%) Amazon SQS
11 9 (2.31%) CloudFront
11 9 (2.31%) GitHub Actions
12 4 (1.03%) Microsoft 365
Communications & Networking
1 5 (1.29%) GSM
1 5 (1.29%) Internet
2 2 (0.51%) Network Security
3 1 (0.26%) Broadband
Database & Business Intelligence
1 86 (22.11%) NoSQL
2 75 (19.28%) Tableau
3 74 (19.02%) Big Data
4 48 (12.34%) Relational Database
5 40 (10.28%) MongoDB
6 32 (8.23%) RDBMS
7 31 (7.97%) SQL Server
8 29 (7.46%) Power BI
9 21 (5.40%) Data Warehouse
10 20 (5.14%) Data Mining
11 17 (4.37%) SQL Server Integration Services
11 17 (4.37%) SQL Server Reporting Services
12 15 (3.86%) Spotfire
12 15 (3.86%) SQL Server Analysis Services
13 13 (3.34%) DB2
13 13 (3.34%) Oracle Reports
14 11 (2.83%) Looker
14 11 (2.83%) MySQL
15 9 (2.31%) Amazon DynamoDB
15 9 (2.31%) BigQuery
Development Applications
1 17 (4.37%) Maven
2 15 (3.86%) Git (software)
2 15 (3.86%) Jenkins
3 11 (2.83%) GitLab
4 9 (2.31%) Cypress.io
5 6 (1.54%) IntelliJ
5 6 (1.54%) Team Foundation Server
6 5 (1.29%) Visual Studio
7 4 (1.03%) JIRA
7 4 (1.03%) Rational DOORS
8 3 (0.77%) JUnit
9 2 (0.51%) Postman
9 2 (0.51%) Selenium
General
1 122 (31.36%) Analytical Skills
2 99 (25.45%) Finance
3 81 (20.82%) Social Skills
4 45 (11.57%) Banking
5 40 (10.28%) Investment Banking
6 36 (9.25%) Marketing
7 19 (4.88%) Inclusion and Diversity
8 16 (4.11%) Law
9 15 (3.86%) Retail
10 13 (3.34%) Humanities
10 13 (3.34%) Manufacturing
11 12 (3.08%) Advertising
11 12 (3.08%) Pharmaceutical
12 11 (2.83%) Electronics
13 8 (2.06%) Public Sector
13 8 (2.06%) Telecoms
14 7 (1.80%) Aerospace
14 7 (1.80%) Front Office
15 5 (1.29%) Automotive
16 4 (1.03%) Back Office
Job Titles
1 111 (28.53%) Developer
2 85 (21.85%) Software Engineer
3 78 (20.05%) Analyst
4 45 (11.57%) Data Analyst
5 31 (7.97%) Full Stack Developer
6 25 (6.43%) Senior Developer
7 23 (5.91%) Programmer
7 23 (5.91%) Statistical Programmer
8 21 (5.40%) Graduate
9 16 (4.11%) Angular Developer
10 15 (3.86%) Front End Developer (Client-Side Developer)
10 15 (3.86%) Head of Data Science
10 15 (3.86%) Java Developer
11 14 (3.60%) Java Engineer
11 14 (3.60%) Java Software Engineer
11 14 (3.60%) SaaS Developer
11 14 (3.60%) Software Developer
12 13 (3.34%) Commercial Analyst
12 13 (3.34%) Data Engineer
12 13 (3.34%) Data Scientist
Libraries, Frameworks & Software Standards
1 70 (17.99%) Node.js
2 57 (14.65%) AngularJS
3 54 (13.88%) HTML
4 44 (11.31%) .NET
4 44 (11.31%) Web Services
5 38 (9.77%) REST
6 28 (7.20%) HTML5
7 27 (6.94%) CSS
7 27 (6.94%) RESTful
8 26 (6.68%) .NET Framework
9 22 (5.66%) ASP.NET Web API
10 18 (4.63%) Angular 2
10 18 (4.63%) Task Parallel Library
11 16 (4.11%) scikit-learn
12 15 (3.86%) CSS3
12 15 (3.86%) Hibernate
12 15 (3.86%) Sass
12 15 (3.86%) Twitter Bootstrap
13 13 (3.34%) React
14 12 (3.08%) Pandas
Miscellaneous
1 45 (11.57%) Blog
2 42 (10.80%) Life Science
3 41 (10.54%) Algorithms
4 24 (6.17%) Management Information System
5 14 (3.60%) User Experience
6 13 (3.34%) Derivative
6 13 (3.34%) Reference Data
7 10 (2.57%) Self-Motivation
8 7 (1.80%) Social Media
9 6 (1.54%) Data Structures
9 6 (1.54%) Foreign Exchange (FX)
10 5 (1.29%) Industrial Internet of Things
10 5 (1.29%) Internet of Things
10 5 (1.29%) Robotics
11 4 (1.03%) Driving Licence
11 4 (1.03%) Fixed Income
11 4 (1.03%) Reinsurance
12 3 (0.77%) Analytical Mindset
12 3 (0.77%) Online Games
13 2 (0.51%) Industry 4.0
Operating Systems
1 20 (5.14%) Linux
2 17 (4.37%) Unix
3 3 (0.77%) Ubuntu
4 2 (0.51%) Windows
Processes & Methodologies
1 313 (80.46%) Mathematics
2 141 (36.25%) Computer Science
3 129 (33.16%) Analytics
4 100 (25.71%) Software Engineering
5 99 (25.45%) Statistics
6 93 (23.91%) Data Science
7 64 (16.45%) Business Intelligence
8 59 (15.17%) Problem-Solving
9 55 (14.14%) Fintech
9 55 (14.14%) Visualisation
10 52 (13.37%) MVC
11 38 (9.77%) Data Modelling
12 37 (9.51%) CQRS
12 37 (9.51%) Data Management
13 34 (8.74%) Full Stack Development
14 33 (8.48%) Statistical Analysis
15 32 (8.23%) OO
16 30 (7.71%) Physics
17 29 (7.46%) Economics
18 28 (7.20%) Machine Learning
Programming Languages
1 159 (40.87%) SQL
2 144 (37.02%) JavaScript
3 140 (35.99%) Python
4 103 (26.48%) Java
5 83 (21.34%) C#
6 46 (11.83%) TypeScript
7 34 (8.74%) R
8 32 (8.23%) VBA
9 21 (5.40%) C++
10 15 (3.86%) PowerShell
11 14 (3.60%) Java 8
12 8 (2.06%) SAS Macro
13 7 (1.80%) Cython
13 7 (1.80%) VB.NET
14 5 (1.29%) VB
15 4 (1.03%) MATLAB
15 4 (1.03%) Perl
15 4 (1.03%) Scala
15 4 (1.03%) XAML
16 3 (0.77%) Java 11
Qualifications
1 387 (99.49%) Degree
2 81 (20.82%) Computer Science Degree
3 36 (9.25%) PhD
4 22 (5.66%) Master's Degree
5 9 (2.31%) Security Cleared
6 7 (1.80%) Chartered Engineer
7 6 (1.54%) Postgraduate
8 4 (1.03%) SC Cleared
9 2 (0.51%) CESG Certified Professional
9 2 (0.51%) CISSP
9 2 (0.51%) CREST Certified
9 2 (0.51%) HND
10 1 (0.26%) BC Cleared
Quality Assurance & Compliance
1 47 (12.08%) Data Quality
2 29 (7.46%) GDPR
3 17 (4.37%) QA
4 15 (3.86%) CDISC
5 13 (3.34%) Solvency II
6 5 (1.29%) HAZOP
6 5 (1.29%) IEC 61508
6 5 (1.29%) ISO 26262
7 4 (1.03%) Good Clinical Practice
8 3 (0.77%) ISO 13485
8 3 (0.77%) ISO 9001
9 2 (0.51%) Actionable Recommendations
9 2 (0.51%) JSP 440
9 2 (0.51%) NCSC
9 2 (0.51%) NIST
10 1 (0.26%) Accessibility
10 1 (0.26%) IFRS
10 1 (0.26%) IFRS 9
System Software
1 6 (1.54%) Docker
Systems Management
1 13 (3.34%) Oracle EDQ
2 4 (1.03%) Kubernetes
3 3 (0.77%) Ansible
4 2 (0.51%) Single Sign-On
Vendors
1 47 (12.08%) Google
2 36 (9.25%) Microsoft
3 33 (8.48%) Oracle
4 28 (7.20%) SAP
5 13 (3.34%) GoldenSource
5 13 (3.34%) IBM
5 13 (3.34%) Saba
6 12 (3.08%) Red Hat
7 11 (2.83%) Optimizely
8 9 (2.31%) Maxymiser
8 9 (2.31%) Qubit
9 5 (1.29%) Facebook
9 5 (1.29%) Instagram
10 4 (1.03%) Algorithmics
10 4 (1.03%) Alteryx
11 3 (0.77%) Apple
11 3 (0.77%) Workday
12 2 (0.51%) Hotjar
12 2 (0.51%) MicroStrategy
12 2 (0.51%) Monetate