Period
to 23 April 2019

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for Mathematics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Mathematics over the 6 months to 23 April 2019 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
East of England > Cambridgeshire
6 months to
23 Apr 2019
Same period 2018 Same period 2017
Rank 28 13 16
Rank change year-on-year -15 +3 +20
Permanent jobs citing Mathematics 233 691 508
As % of all permanent IT jobs advertised in Cambridgeshire 8.43% 15.11% 14.78%
As % of the Processes & Methodologies category 9.05% 16.18% 16.41%
Number of salaries quoted 168 413 326
Cambridgeshire median annual salary £51,250 £45,000 £45,000
Median salary % change year-on-year +13.89% - +15.38%
10th Percentile £26,250 £26,250 £25,500
90th Percentile £90,000 £62,500 £61,250
East of England median annual salary £47,773 £47,500 £45,000
% change year-on-year +0.57% +5.56% +12.50%

Mathematics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridgeshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Permanent vacancies with a requirement for process or methodology skills 2,575 4,270 3,095
As % of all permanent IT jobs advertised in Cambridgeshire 93.16% 93.35% 90.02%
Number of salaries quoted 1,816 2,914 2,439
Cambridgeshire median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% +5.88%
10th Percentile £29,000 £27,825 £27,500
90th Percentile £72,500 £67,500 £64,500
East of England median annual salary £47,500 £50,000 £45,000
% change year-on-year -5.00% +11.11% -

Mathematics
Job Vacancy Trend in Cambridgeshire

Job postings citing Mathematics as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Mathematics in Cambridgeshire

Mathematics
Salary Trend in Cambridgeshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Mathematics in Cambridgeshire.

Salary trend for Mathematics in Cambridgeshire

Mathematics
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Mathematics in Cambridgeshire over the 6 months to 23 April 2019.

Salary histogram for Mathematics in Cambridgeshire

Mathematics
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mathematics within the Cambridgeshire region over the 6 months to 23 April 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
Cambridge -15 188 £55,000 +22.22% 57
Peterborough +14 22 £40,000 -4.76%
Huntingdon -4 2 - -
Mathematics
East of England

For the 6 months to 23 April 2019, IT jobs citing Mathematics 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 Cambridgeshire region with a requirement for Mathematics.

1 151 (64.81%) Degree
2 111 (47.64%) Machine Learning
3 107 (45.92%) Python
4 98 (42.06%) Computer Science
5 93 (39.91%) Software Engineering
5 93 (39.91%) Algorithms
6 91 (39.06%) Finance
7 83 (35.62%) C#
8 78 (33.48%) PhD
9 70 (30.04%) C++
10 59 (25.32%) Java
11 57 (24.46%) Physics
12 53 (22.75%) Agile Software Development
12 53 (22.75%) Artificial Intelligence
13 50 (21.46%) SQL
13 50 (21.46%) Linux
14 45 (19.31%) MATLAB
15 44 (18.88%) Predictive Modelling
16 43 (18.45%) Analytical Skills
16 43 (18.45%) .NET
17 42 (18.03%) Algorithmic Trading
17 42 (18.03%) Fintech
18 41 (17.60%) High-Frequency Trading
18 41 (17.60%) Automated Trading
18 41 (17.60%) Market Making
18 41 (17.60%) Statistics
19 39 (16.74%) Computer Science Degree
20 38 (16.31%) OO
21 37 (15.88%) JavaScript
21 37 (15.88%) Ruby

Mathematics
Co-occurring IT Skills in Cambridgeshire 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 15 (6.44%) OpenStack
2 4 (1.72%) SharePoint
3 1 (0.43%) Drupal
3 1 (0.43%) Smallworld
Applications
1 2 (0.86%) Chatbot
1 2 (0.86%) Spreadsheet
2 1 (0.43%) Microsoft Office
2 1 (0.43%) Weka
Business Applications
1 28 (12.02%) Summit
Cloud Services
1 28 (12.02%) GitHub
2 25 (10.73%) Microsoft Azure
3 10 (4.29%) Amazon AWS
4 3 (1.29%) Google Cloud Platform
4 3 (1.29%) SaaS
5 2 (0.86%) Azure Machine Learning
6 1 (0.43%) Cloud Computing
Communications & Networking
1 6 (2.58%) Intranet
2 5 (2.15%) HTTP
3 4 (1.72%) Software-Defined Networking
4 2 (0.86%) Network Security
5 1 (0.43%) Broadband
5 1 (0.43%) DHCP
5 1 (0.43%) DNS
Database & Business Intelligence
1 19 (8.15%) SQL Server
2 6 (2.58%) BusinessObjects
2 6 (2.58%) Crystal Reports
2 6 (2.58%) Data Warehouse
3 5 (2.15%) Relational Database
4 4 (1.72%) Big Data
4 4 (1.72%) MongoDB
4 4 (1.72%) NoSQL
4 4 (1.72%) PostgreSQL
5 3 (1.29%) Blockchain
5 3 (1.29%) GIS
5 3 (1.29%) MySQL
5 3 (1.29%) QlikView
6 2 (0.86%) Power BI
7 1 (0.43%) InfluxDB
7 1 (0.43%) Redis
Development Applications
1 35 (15.02%) Git (software)
2 20 (8.58%) Visual Studio
3 18 (7.73%) NUnit
4 7 (3.00%) Jenkins
5 5 (2.15%) Maven
5 5 (2.15%) Redmine
6 4 (1.72%) Gradle
7 3 (1.29%) GoogleTest
8 1 (0.43%) CMake
8 1 (0.43%) JIRA
8 1 (0.43%) Mercurial
8 1 (0.43%) Selenium
8 1 (0.43%) Subversion
8 1 (0.43%) Team Foundation Server
8 1 (0.43%) Vagrant
General
1 91 (39.06%) Finance
2 16 (6.87%) Marketing
3 12 (5.15%) Electronics
4 10 (4.29%) Manufacturing
4 10 (4.29%) Telecoms
5 7 (3.00%) Games
6 5 (2.15%) Pharmaceutical
6 5 (2.15%) Spanish Language
7 4 (1.72%) French Language
7 4 (1.72%) Law
8 3 (1.29%) Publishing
8 3 (1.29%) Retail
9 2 (0.86%) Portuguese Language
9 2 (0.86%) Social Science
10 1 (0.43%) Music Industry
Job Titles
1 108 (46.35%) Developer
2 44 (18.88%) Graduate
3 36 (15.45%) Machine Learning Developer
3 36 (15.45%) Software Developer
4 30 (12.88%) Software Engineer
5 24 (10.30%) Python Developer
6 22 (9.44%) Data Scientist
7 20 (8.58%) C# Developer
8 19 (8.15%) Algorithmic Trading Developer
8 19 (8.15%) Senior Developer
9 18 (7.73%) Graduate Developer
10 17 (7.30%) C# Software Developer
11 16 (6.87%) .NET Developer
11 16 (6.87%) C# .NET Developer
12 15 (6.44%) .NET Software Developer
13 13 (5.58%) C++ Developer
13 13 (5.58%) Test Engineer
14 12 (5.15%) Analyst
15 10 (4.29%) Developer/Software Engineer
15 10 (4.29%) Graduate Software Engineer
Libraries, Frameworks & Software Standards
1 43 (18.45%) .NET
2 35 (15.02%) AngularJS
3 32 (13.73%) React
4 29 (12.45%) J2EE
4 29 (12.45%) Ruby on Rails
5 28 (12.02%) J2SE
6 27 (11.59%) WPF
7 23 (9.87%) ASP.NET
8 19 (8.15%) WinForms
9 18 (7.73%) ASP.NET MVC
9 18 (7.73%) WCF
10 17 (7.30%) Velocity
11 15 (6.44%) REST
12 14 (6.01%) Web Services
13 9 (3.86%) Natural Language Processing
13 9 (3.86%) RESTful
14 8 (3.43%) Node.js
14 8 (3.43%) Reactive Extensions
15 7 (3.00%) CSS
15 7 (3.00%) HTML
Miscellaneous
1 93 (39.91%) Algorithms
2 43 (18.45%) Analytical Skills
3 42 (18.03%) Fintech
4 23 (9.87%) Self-Motivation
5 11 (4.72%) Life Science
5 11 (4.72%) Private Cloud
6 7 (3.00%) User Experience
7 6 (2.58%) Analytical Mindset
8 5 (2.15%) Music Streaming
9 4 (1.72%) Linux Command Line
9 4 (1.72%) Management Information System
9 4 (1.72%) Robotics
9 4 (1.72%) Wiki
10 3 (1.29%) Arduino
10 3 (1.29%) Greenfield Project
10 3 (1.29%) Media Streaming
10 3 (1.29%) Smart City
10 3 (1.29%) TMS320
11 2 (0.86%) W3C
11 2 (0.86%) Web 2.0
Operating Systems
1 50 (21.46%) Linux
2 23 (9.87%) Windows
3 10 (4.29%) Unix
4 5 (2.15%) Mac OS X
4 5 (2.15%) Windows Server
5 3 (1.29%) Windows 10
6 2 (0.86%) Windows Server 2008
7 1 (0.43%) Windows 7
7 1 (0.43%) Windows Server 2012
Processes & Methodologies
1 111 (47.64%) Machine Learning
2 98 (42.06%) Computer Science
3 93 (39.91%) Software Engineering
4 57 (24.46%) Physics
5 53 (22.75%) Agile Software Development
5 53 (22.75%) Artificial Intelligence
6 44 (18.88%) Predictive Modelling
7 42 (18.03%) Algorithmic Trading
8 41 (17.60%) Automated Trading
8 41 (17.60%) High-Frequency Trading
8 41 (17.60%) Market Making
8 41 (17.60%) Statistics
9 38 (16.31%) OO
10 36 (15.45%) Analytics
10 36 (15.45%) Problem-Solving
11 30 (12.88%) Test Automation
12 29 (12.45%) Data Science
13 26 (11.16%) Biology
13 26 (11.16%) Scrum
14 25 (10.73%) Deep Learning
Programming Languages
1 107 (45.92%) Python
2 83 (35.62%) C#
3 70 (30.04%) C++
4 59 (25.32%) Java
5 50 (21.46%) SQL
6 45 (19.31%) MATLAB
7 37 (15.88%) JavaScript
7 37 (15.88%) R
7 37 (15.88%) Ruby
8 35 (15.02%) PHP
9 34 (14.59%) Bash Shell
10 28 (12.02%) Bourne shell
10 28 (12.02%) Korn
11 15 (6.44%) C
12 13 (5.58%) T-SQL
13 7 (3.00%) Perl
14 6 (2.58%) PowerShell
15 5 (2.15%) ES7
15 5 (2.15%) ES8
16 3 (1.29%) Assembly Language
Qualifications
1 151 (64.81%) Degree
2 78 (33.48%) PhD
3 39 (16.74%) Computer Science Degree
4 24 (10.30%) Numerate Degree
5 9 (3.86%) Master's Degree
6 6 (2.58%) DBS Check
7 4 (1.72%) MPhil
8 3 (1.29%) SC Cleared
8 3 (1.29%) Security Cleared
9 1 (0.43%) CCNA
9 1 (0.43%) CCNP
9 1 (0.43%) Cisco Certification
9 1 (0.43%) ITIL Foundation Certificate
9 1 (0.43%) MCP
Quality Assurance & Compliance
1 7 (3.00%) QA
2 4 (1.72%) SLA
3 2 (0.86%) WAI
4 1 (0.43%) Data Quality
System Software
1 8 (3.43%) Docker
2 4 (1.72%) Lustre
3 3 (1.29%) Virtual Machines
4 1 (0.43%) VMware Infrastructure
4 1 (0.43%) VMware Workstation
Systems Management
1 4 (1.72%) SCCM
1 4 (1.72%) WSUS
2 2 (0.86%) Ansible
2 2 (0.86%) Norton AntiVirus
3 1 (0.43%) Backup Exec
3 1 (0.43%) Puppet
Vendors
1 32 (13.73%) Microsoft
2 10 (4.29%) SAP
3 6 (2.58%) Oracle
4 5 (2.15%) Cisco
4 5 (2.15%) Google
5 3 (1.29%) Tableau
6 2 (0.86%) Cognizant
6 2 (0.86%) McAfee
6 2 (0.86%) SolarWinds
6 2 (0.86%) Symantec
7 1 (0.43%) BT
7 1 (0.43%) Kaspersky
7 1 (0.43%) NetApp
7 1 (0.43%) Sophos
7 1 (0.43%) Twitter
7 1 (0.43%) VMware