Period
to 13 December 2018

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 13 December 2018 with a comparison to the same period in the previous 2 years.

Mathematics (Maths)
East of England > Cambridgeshire
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 29 14 22
Rank change year-on-year -15 +8 +19
Permanent jobs citing Mathematics 241 701 353
As % of all permanent IT jobs advertised in Cambridgeshire 7.82% 16.21% 10.35%
As % of the Processes & Methodologies category 8.52% 17.29% 11.52%
Number of salaries quoted 205 488 266
Cambridgeshire median annual salary £50,000 £45,000 £32,500
Median salary % change year-on-year +11.11% +38.46% -18.75%
10th Percentile £26,250 £26,250 £23,250
90th Percentile £68,250 £68,750 £67,500
East of England median annual salary £50,000 £45,000 £39,750
% change year-on-year +11.11% +13.21% -0.63%

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 2,830 4,054 3,063
As % of all permanent IT jobs advertised in Cambridgeshire 91.85% 93.73% 89.77%
Number of salaries quoted 2,035 3,085 2,523
Cambridgeshire median annual salary £49,500 £47,500 £45,000
Median salary % change year-on-year +4.21% +5.56% +2.27%
10th Percentile £28,250 £27,500 £26,250
90th Percentile £72,500 £70,000 £66,250
East of England median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

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 13 December 2018.

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 13 December 2018. 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 -8 220 £52,500 +16.67% 91
Peterborough -40 9 £31,750 -24.40% 5
Huntingdon +12 5 £29,000 -31.76%
Mathematics
East of England

For the 6 months to 13 December 2018, 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.

1 118 (48.96%) Computer Science
2 112 (46.47%) Degree
3 104 (43.15%) Python
4 80 (33.20%) Software Engineering
4 80 (33.20%) Machine Learning
5 79 (32.78%) Algorithms
6 78 (32.37%) C#
7 76 (31.54%) Agile Software Development
8 68 (28.22%) C++
9 61 (25.31%) Artificial Intelligence
10 56 (23.24%) PhD
11 55 (22.82%) Java
12 52 (21.58%) Physics
13 49 (20.33%) Statistics
14 48 (19.92%) Test Automation
15 47 (19.50%) Problem-Solving
16 46 (19.09%) Finance
17 45 (18.67%) C
18 40 (16.60%) OO
18 40 (16.60%) Linux
19 37 (15.35%) JavaScript
20 36 (14.94%) SQL
20 36 (14.94%) WPF
21 34 (14.11%) Biology
22 32 (13.28%) .NET
23 30 (12.45%) Life Science
23 30 (12.45%) Git (software)
24 29 (12.03%) Deep Learning
24 29 (12.03%) Multithreading
25 28 (11.62%) Self-Motivation

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 22 (9.13%) OpenStack
2 7 (2.90%) Apache Spark
3 4 (1.66%) MS Exchange
4 3 (1.24%) CMS
5 2 (0.83%) Apache
5 2 (0.83%) Skype for Business
5 2 (0.83%) Smallworld
6 1 (0.41%) Drupal
6 1 (0.41%) SAS
Applications
1 2 (0.83%) Microsoft Excel
1 2 (0.83%) Microsoft Office
1 2 (0.83%) Microsoft PowerPoint
1 2 (0.83%) Microsoft Project
2 1 (0.41%) Weka
Cloud Services
1 18 (7.47%) Microsoft Azure
2 14 (5.81%) Amazon AWS
3 3 (1.24%) Google Analytics
4 2 (0.83%) Google Cloud Platform
4 2 (0.83%) Office 365
Communications & Networking
1 13 (5.39%) Software-Defined Networking
2 5 (2.07%) Ethernet
2 5 (2.07%) TCP/IP
3 3 (1.24%) Firewall
4 2 (0.83%) Skype
4 2 (0.83%) SMS
4 2 (0.83%) VoIP
5 1 (0.41%) Broadband
5 1 (0.41%) DHCP
5 1 (0.41%) DNS
5 1 (0.41%) HTTP
Database & Business Intelligence
1 13 (5.39%) SQL Server
2 11 (4.56%) Relational Database
3 9 (3.73%) Big Data
4 6 (2.49%) Hadoop
5 4 (1.66%) MongoDB
5 4 (1.66%) MySQL
5 4 (1.66%) NoSQL
6 3 (1.24%) Blockchain
7 1 (0.41%) Apache Cassandra
7 1 (0.41%) BusinessObjects
7 1 (0.41%) HBase
7 1 (0.41%) InfluxDB
7 1 (0.41%) PostgreSQL
7 1 (0.41%) Power BI
7 1 (0.41%) Redis
7 1 (0.41%) SAP HANA
7 1 (0.41%) Sqoop
Development Applications
1 30 (12.45%) Git (software)
2 25 (10.37%) Visual Studio
3 13 (5.39%) Jenkins
3 13 (5.39%) NUnit
4 12 (4.98%) JIRA
5 11 (4.56%) Team Foundation Server
6 9 (3.73%) Selenium
6 9 (3.73%) Vagrant
7 8 (3.32%) Visual Studio Coded UI
8 7 (2.90%) Mercurial
9 4 (1.66%) Redmine
10 1 (0.41%) Android Studio
10 1 (0.41%) Subversion
10 1 (0.41%) WebDriver
General
1 46 (19.09%) Finance
2 24 (9.96%) Games
3 19 (7.88%) Publishing
4 12 (4.98%) Marketing
5 10 (4.15%) Law
6 7 (2.90%) Electronics
7 5 (2.07%) Manufacturing
7 5 (2.07%) Telecoms
8 4 (1.66%) Retail
9 2 (0.83%) Music Industry
9 2 (0.83%) Spanish Language
10 1 (0.41%) Aerospace
10 1 (0.41%) Automotive
10 1 (0.41%) Financial Institution
10 1 (0.41%) French Language
10 1 (0.41%) Pharmaceutical
Job Titles
1 99 (41.08%) Developer
2 51 (21.16%) Software Engineer
3 48 (19.92%) Software Developer
4 35 (14.52%) Graduate
5 27 (11.20%) Python Developer
5 27 (11.20%) Test Engineer
6 26 (10.79%) Developer/Software Engineer
7 24 (9.96%) C# Developer
8 23 (9.54%) Software Test Engineer
9 18 (7.47%) Senior Test Engineer
10 17 (7.05%) Senior Software Test Engineer
11 16 (6.64%) C# Software Developer
11 16 (6.64%) Graduate Software Engineer
12 14 (5.81%) Python Engineer
13 13 (5.39%) Graduate Developer
13 13 (5.39%) Mathematical Developer
14 10 (4.15%) .NET Developer
14 10 (4.15%) .NET Software Developer
14 10 (4.15%) C# .NET Developer
14 10 (4.15%) Data Scientist
Libraries, Frameworks & Software Standards
1 36 (14.94%) WPF
2 32 (13.28%) .NET
3 26 (10.79%) Web Services
4 21 (8.71%) Natural Language Processing
5 20 (8.30%) TensorFlow
6 17 (7.05%) Reactive Extensions
6 17 (7.05%) WinForms
7 16 (6.64%) ASP.NET
8 13 (5.39%) ASP.NET MVC
8 13 (5.39%) HTML
8 13 (5.39%) WCF
9 12 (4.98%) Velocity
10 9 (3.73%) CSS
10 9 (3.73%) HTML5
11 8 (3.32%) CSS3
11 8 (3.32%) Django
11 8 (3.32%) RESTful
12 5 (2.07%) Apache Flex
12 5 (2.07%) Keras
12 5 (2.07%) Middleware
Miscellaneous
1 79 (32.78%) Algorithms
2 30 (12.45%) Life Science
3 28 (11.62%) Self-Motivation
4 24 (9.96%) Analytical Skills
5 18 (7.47%) Reinsurance
5 18 (7.47%) Robotics
6 16 (6.64%) Smart City
7 8 (3.32%) Cloud Native
8 6 (2.49%) Data Structures
8 6 (2.49%) Fintech
8 6 (2.49%) Music Streaming
9 5 (2.07%) Analytical Mindset
9 5 (2.07%) Device Driver
9 5 (2.07%) Management Information System
10 3 (1.24%) Blog
10 3 (1.24%) Driving Licence
10 3 (1.24%) Social Media
10 3 (1.24%) User Experience
11 2 (0.83%) Media Streaming
11 2 (0.83%) Video Conferencing
Operating Systems
1 40 (16.60%) Linux
2 23 (9.54%) Windows
3 8 (3.32%) Unix
4 5 (2.07%) Mac OS X
5 2 (0.83%) Mac OS
6 1 (0.41%) Android
6 1 (0.41%) Windows Server
6 1 (0.41%) Windows Server 2008
6 1 (0.41%) Windows Server 2012
Processes & Methodologies
1 118 (48.96%) Computer Science
2 80 (33.20%) Machine Learning
2 80 (33.20%) Software Engineering
3 76 (31.54%) Agile Software Development
4 61 (25.31%) Artificial Intelligence
5 52 (21.58%) Physics
6 49 (20.33%) Statistics
7 48 (19.92%) Test Automation
8 47 (19.50%) Problem-Solving
9 40 (16.60%) OO
10 34 (14.11%) Biology
11 29 (12.03%) Deep Learning
11 29 (12.03%) Multithreading
12 27 (11.20%) Reinforcement Learning
12 27 (11.20%) Risk Management
13 26 (10.79%) Bayesian Methods
13 26 (10.79%) Unit Testing
14 24 (9.96%) Analytics
14 24 (9.96%) Data Analysis
15 23 (9.54%) Bioinformatics
Programming Languages
1 104 (43.15%) Python
2 78 (32.37%) C#
3 68 (28.22%) C++
4 55 (22.82%) Java
5 45 (18.67%) C
6 37 (15.35%) JavaScript
7 36 (14.94%) SQL
8 8 (3.32%) Go
8 8 (3.32%) Julia
8 8 (3.32%) VB.NET
9 7 (2.90%) Bash Shell
9 7 (2.90%) PHP
9 7 (2.90%) Ruby
10 6 (2.49%) MATLAB
10 6 (2.49%) PowerShell
11 4 (1.66%) TypeScript
12 3 (1.24%) Perl
12 3 (1.24%) R
13 2 (0.83%) Assembly Language
14 1 (0.41%) VBA
Qualifications
1 112 (46.47%) Degree
2 56 (23.24%) PhD
3 20 (8.30%) Computer Science Degree
4 17 (7.05%) MPhil
5 14 (5.81%) Numerate Degree
6 2 (0.83%) ITIL Certification
6 2 (0.83%) Master's Degree
7 1 (0.41%) CCNA
7 1 (0.41%) CCNP
7 1 (0.41%) Cisco Certification
7 1 (0.41%) ITIL Foundation Certificate
7 1 (0.41%) SAS Certification
7 1 (0.41%) SC Cleared
7 1 (0.41%) Security Cleared
Quality Assurance & Compliance
1 8 (3.32%) QA
2 2 (0.83%) Data Quality
3 1 (0.41%) SLA
System Software
1 20 (8.30%) Docker
2 13 (5.39%) Lustre
3 10 (4.15%) Virtual Machines
4 9 (3.73%) VMware Infrastructure
5 2 (0.83%) Active Directory
6 1 (0.41%) Apache Flume
6 1 (0.41%) VMware Workstation
Systems Management
1 17 (7.05%) Ansible
2 8 (3.32%) Consul
2 8 (3.32%) Kubernetes
2 8 (3.32%) Packer
2 8 (3.32%) Terraform
3 3 (1.24%) SCCM
4 2 (0.83%) SCSM
5 1 (0.41%) Backup Exec
5 1 (0.41%) WSUS
Vendors
1 22 (9.13%) Microsoft
2 9 (3.73%) VMware
3 6 (2.49%) SAP
4 4 (1.66%) Google
5 2 (0.83%) Citrix
5 2 (0.83%) Twitter
6 1 (0.41%) BT
6 1 (0.41%) Cisco
6 1 (0.41%) Hortonworks
6 1 (0.41%) Intel
6 1 (0.41%) Kaspersky
6 1 (0.41%) Sophos
6 1 (0.41%) Xamarin