Period
to 24 May 2019

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Numerate Degree qualifications. Included is a benchmarking guide to the salaries offered over the 6 months to 24 May 2019 with a comparison to the same period in the previous 2 years.

Numerate Degree (Degree in Mathematics)
England > London
6 months to
24 May 2019
Same period 2018 Same period 2017
Rank 522 527 493
Rank change year-on-year +5 -34 +33
Permanent jobs citing Numerate Degree 231 304 364
As % of all permanent IT jobs advertised in London 0.39% 0.44% 0.53%
As % of the Qualifications category 1.86% 1.91% 2.25%
Number of salaries quoted 206 238 312
London median annual salary £58,750 £65,000 £50,000
Median salary % change year-on-year -9.62% +30.00% -7.41%
10th Percentile £39,750 £32,500 £27,500
90th Percentile £105,000 £130,000 £103,750
England median annual salary £55,000 £55,000 £42,500
% change year-on-year - +29.41% -10.53%

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 London with a requirement for academic qualifications or professional certifications.

All Academic and Professional Certifications
London
Permanent vacancies requiring academic qualifications or professional certifications 12,444 15,940 16,143
As % of all permanent IT jobs advertised in London 21.20% 23.00% 23.61%
Number of salaries quoted 9,134 12,122 12,882
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% -
10th Percentile £31,250 £31,250 £30,000
90th Percentile £95,000 £92,500 £87,500
England median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% -4.26%

Numerate Degree
Job Vacancy Trend in London

Job postings citing Numerate Degree as a percentage of all IT jobs advertised in London.

Job vacancy trend for Numerate Degree in London

Numerate Degree
Salary Trend in London

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

Salary trend for Numerate Degree in London

Numerate Degree
Salary Histogram in London

The salary distribution of IT jobs citing Numerate Degree in London over the 6 months to 24 May 2019.

Salary histogram for Numerate Degree in London

Numerate Degree
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Numerate Degree within the London region over the 6 months to 24 May 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
Central London +36 55 £60,000 -11.11%
West London +27 4 £55,000 +15.79%
South London +8 1 £65,000 +103.13%
Numerate Degree
England

For the 6 months to 24 May 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 London region with a requirement for Numerate Degree.

1 229 (99.13%) Degree
2 195 (84.42%) Mathematics
3 134 (58.01%) Computer Science
4 110 (47.62%) Computer Science Degree
5 94 (40.69%) Java
6 78 (33.77%) Python
7 69 (29.87%) Web Services
8 66 (28.57%) Spring
9 64 (27.71%) Elasticsearch
9 64 (27.71%) DevOps
10 63 (27.27%) Agile Software Development
10 63 (27.27%) Finance
11 58 (25.11%) Software Engineering
12 56 (24.24%) RESTful
12 56 (24.24%) Amazon AWS
13 55 (23.81%) SQL
14 53 (22.94%) Docker
15 52 (22.51%) Big Data
16 48 (20.78%) Fintech
17 46 (19.91%) Microservices
17 46 (19.91%) AngularJS
18 45 (19.48%) Analytical Skills
19 44 (19.05%) Apache Spark
19 44 (19.05%) Kubernetes
20 41 (17.75%) Analytics
21 38 (16.45%) Terraform
21 38 (16.45%) REST
22 37 (16.02%) Internet
23 36 (15.58%) Amazon Redshift
24 35 (15.15%) Continuous Delivery

Numerate Degree
Co-occurring IT Skills in London 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 64 (27.71%) Elasticsearch
2 44 (19.05%) Apache Spark
3 8 (3.46%) Ethereum
3 8 (3.46%) SAS
4 6 (2.60%) CMS
5 4 (1.73%) Jupyter
6 3 (1.30%) Confluence
6 3 (1.30%) Tomcat
7 2 (0.87%) Apache
7 2 (0.87%) ArcGIS
7 2 (0.87%) JCAPS
7 2 (0.87%) Oracle SOA Suite
7 2 (0.87%) WebSphere
8 1 (0.43%) Apache Airflow
8 1 (0.43%) Apache Pig
8 1 (0.43%) Mule
8 1 (0.43%) nginx
8 1 (0.43%) OpenStack
Applications
1 24 (10.39%) Microsoft Excel
2 4 (1.73%) Microsoft Office
3 2 (0.87%) Spreadsheet
4 1 (0.43%) Microsoft PowerPoint
4 1 (0.43%) Sketch
4 1 (0.43%) SPSS
4 1 (0.43%) Stata
4 1 (0.43%) Zeplin
Business Applications
1 2 (0.87%) PolarLake
Cloud Services
1 56 (24.24%) Amazon AWS
2 26 (11.26%) Microsoft Azure
3 14 (6.06%) SaaS
4 13 (5.63%) Power Platform
5 8 (3.46%) Google Cloud Platform
6 6 (2.60%) GitHub
6 6 (2.60%) Serverless
7 5 (2.16%) Amazon S3
7 5 (2.16%) AWS Lambda
8 4 (1.73%) Azure Machine Learning
8 4 (1.73%) Cloud Computing
9 3 (1.30%) Amazon EC2
10 2 (0.87%) Amazon SQS
10 2 (0.87%) Apigee
10 2 (0.87%) AWS Fargate
11 1 (0.43%) Google Play
11 1 (0.43%) IaaS
11 1 (0.43%) PaaS
11 1 (0.43%) Slack
Communications & Networking
1 37 (16.02%) Internet
2 3 (1.30%) BGP
2 3 (1.30%) HTTP
2 3 (1.30%) OSPF
3 2 (0.87%) VPN
4 1 (0.43%) DNS
4 1 (0.43%) Firewall
4 1 (0.43%) Network Security
4 1 (0.43%) Reverse Proxy
4 1 (0.43%) TCP/IP
Database & Business Intelligence
1 52 (22.51%) Big Data
2 36 (15.58%) Amazon Redshift
3 31 (13.42%) HBase
4 29 (12.55%) Hadoop
5 28 (12.12%) SQL Server
6 27 (11.69%) MongoDB
7 22 (9.52%) Relational Database
8 20 (8.66%) Apache Cassandra
9 13 (5.63%) Power BI
10 11 (4.76%) NoSQL
11 10 (4.33%) Data Warehouse
11 10 (4.33%) RDBMS
12 9 (3.90%) Blockchain
12 9 (3.90%) SQL Server Reporting Services
13 7 (3.03%) CockroachDB
13 7 (3.03%) SQL Server Integration Services
13 7 (3.03%) VoltDB
14 6 (2.60%) OLAP
15 4 (1.73%) MySQL
15 4 (1.73%) PostgreSQL
Development Applications
1 16 (6.93%) Git (software)
2 7 (3.03%) Jenkins
2 7 (3.03%) JIRA
3 6 (2.60%) Vagrant
4 2 (0.87%) Artifactory
4 2 (0.87%) GitLab
4 2 (0.87%) Mercurial
4 2 (0.87%) Rational Rhapsody
4 2 (0.87%) Team Foundation Server
4 2 (0.87%) Visual Studio Team System
5 1 (0.43%) Ant
5 1 (0.43%) Babel
5 1 (0.43%) Bitbucket
5 1 (0.43%) Eclipse
5 1 (0.43%) Firebug
5 1 (0.43%) Jasmine
5 1 (0.43%) Maven
5 1 (0.43%) Mocha
5 1 (0.43%) RStudio
5 1 (0.43%) webpack
General
1 63 (27.27%) Finance
2 33 (14.29%) Publishing
3 15 (6.49%) Retail
4 14 (6.06%) Banking
4 14 (6.06%) Marketing
5 9 (3.90%) Games
6 6 (2.60%) Front Office
7 5 (2.16%) Electronics
7 5 (2.16%) Investment Banking
8 4 (1.73%) Advertising
8 4 (1.73%) Aerospace
8 4 (1.73%) Manufacturing
8 4 (1.73%) Telecoms
9 2 (0.87%) Retail Banking
10 1 (0.43%) Social Science
Job Titles
1 76 (32.90%) Developer
2 39 (16.88%) Software Engineer
3 36 (15.58%) Java Engineer
4 35 (15.15%) Java Developer
5 33 (14.29%) Java Software Engineer
6 31 (13.42%) Analyst
6 31 (13.42%) Java Developer - Fintech
7 29 (12.55%) Senior Developer
8 20 (8.66%) Junior
9 19 (8.23%) Senior Java Developer
10 17 (7.36%) Data Scientist
11 16 (6.93%) Senior Software Engineer
12 14 (6.06%) Graduate
12 14 (6.06%) Senior Java Engineer
13 12 (5.19%) .NET Developer
14 11 (4.76%) DevOps Engineer
14 11 (4.76%) Junior Software Engineer
14 11 (4.76%) Principal Engineer
14 11 (4.76%) Principal Software Engineer
14 11 (4.76%) Senior Java Software Engineer
Libraries, Frameworks & Software Standards
1 69 (29.87%) Web Services
2 66 (28.57%) Spring
3 56 (24.24%) RESTful
4 46 (19.91%) AngularJS
5 38 (16.45%) REST
6 34 (14.72%) Kafka
7 33 (14.29%) JMS
8 31 (13.42%) ActiveMQ
8 31 (13.42%) Hibernate
8 31 (13.42%) RabbitMQ
9 23 (9.96%) .NET
10 18 (7.79%) HTML
11 17 (7.36%) CSS
12 14 (6.06%) XML
13 13 (5.63%) .NET Framework
14 12 (5.19%) Node.js
15 11 (4.76%) ASP.NET Web API
16 10 (4.33%) jQuery
17 7 (3.03%) .NET Core
17 7 (3.03%) React Native
Miscellaneous
1 48 (20.78%) Fintech
2 45 (19.48%) Analytical Skills
3 16 (6.93%) Algorithms
4 12 (5.19%) Derivative
5 11 (4.76%) Hedge funds
6 8 (3.46%) Greenfield Project
7 7 (3.03%) Mobile App
7 7 (3.03%) Public Cloud
8 6 (2.60%) Blog
8 6 (2.60%) Fixed Income
9 5 (2.16%) Virtual Team
10 3 (1.30%) Linux Command Line
10 3 (1.30%) Online Games
11 2 (0.87%) Analytical Mindset
11 2 (0.87%) Credit Risk
11 2 (0.87%) SWIFT
12 1 (0.43%) Foreign Exchange (FX)
12 1 (0.43%) Management Information System
12 1 (0.43%) Replication
12 1 (0.43%) Robotics
Operating Systems
1 29 (12.55%) Linux
2 14 (6.06%) Unix
3 8 (3.46%) CentOS
4 6 (2.60%) Android
4 6 (2.60%) Windows
5 3 (1.30%) Red Hat Enterprise Linux
5 3 (1.30%) Ubuntu
6 2 (0.87%) Solaris
7 1 (0.43%) Apple iOS
Processes & Methodologies
1 195 (84.42%) Mathematics
2 134 (58.01%) Computer Science
3 64 (27.71%) DevOps
4 63 (27.27%) Agile Software Development
5 58 (25.11%) Software Engineering
6 46 (19.91%) Microservices
7 41 (17.75%) Analytics
8 35 (15.15%) Continuous Delivery
9 34 (14.72%) Data Science
10 33 (14.29%) Cybersecurity
11 32 (13.85%) Front End Development
12 29 (12.55%) Machine Learning
13 26 (11.26%) Problem-Solving
14 25 (10.82%) Statistics
15 20 (8.66%) Business Intelligence
16 18 (7.79%) Open Source
17 17 (7.36%) Data Analysis
17 17 (7.36%) MVC
18 15 (6.49%) E-Commerce
18 15 (6.49%) Visualisation
Programming Languages
1 94 (40.69%) Java
2 78 (33.77%) Python
3 55 (23.81%) SQL
4 33 (14.29%) JavaScript
5 31 (13.42%) C#
6 23 (9.96%) R
7 22 (9.52%) C++
8 15 (6.49%) VBA
9 12 (5.19%) Bash Shell
10 11 (4.76%) F#
11 7 (3.03%) Erlang
11 7 (3.03%) Haskell
11 7 (3.03%) TypeScript
12 4 (1.73%) Go
12 4 (1.73%) MATLAB
12 4 (1.73%) Perl
13 3 (1.30%) PowerShell
13 3 (1.30%) Ruby
13 3 (1.30%) Scala
13 3 (1.30%) T-SQL
Qualifications
1 229 (99.13%) Degree
2 110 (47.62%) Computer Science Degree
3 15 (6.49%) PhD
4 10 (4.33%) Master's Degree
5 3 (1.30%) Security Cleared
6 2 (0.87%) ITIL Certification
Quality Assurance & Compliance
1 3 (1.30%) SLA
2 2 (0.87%) Data Quality
3 1 (0.43%) Actionable Recommendations
System Software
1 53 (22.94%) Docker
2 1 (0.43%) Active Directory
2 1 (0.43%) Virtual Machines
2 1 (0.43%) VMware Infrastructure
2 1 (0.43%) VMware NSX
Systems Management
1 44 (19.05%) Kubernetes
2 38 (16.45%) Terraform
3 16 (6.93%) Opscode Chef
4 11 (4.76%) Puppet
5 10 (4.33%) Ansible
6 6 (2.60%) Salt
7 1 (0.43%) Docker Swarm
Vendors
1 14 (6.06%) Google
2 11 (4.76%) Red Hat
3 10 (4.33%) Microsoft
4 9 (3.90%) Tableau
5 8 (3.46%) Oracle
6 4 (1.73%) SAP
7 3 (1.30%) Cisco
7 3 (1.30%) IBM
8 2 (0.87%) Bloomberg
8 2 (0.87%) ESRI
8 2 (0.87%) InterSystems
8 2 (0.87%) MuleSoft
8 2 (0.87%) NetApp
8 2 (0.87%) Salesforce.com
8 2 (0.87%) TIBCO
9 1 (0.43%) Cypress Semiconductor
9 1 (0.43%) F5
9 1 (0.43%) Orchard
9 1 (0.43%) Teradata
9 1 (0.43%) VMware