Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 17 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for Computer Science Degree qualifications. Included is a benchmarking guide to the salaries offered over the 6 months to 17 October 2018 with a comparison to the same period in the previous 2 years.

Computer Science Degree
East of England > Cambridgeshire
6 months to
17 Oct 2018		 Same period 2017 Same period 2016
Rank 90 55 44
Rank change year-on-year -35 -11 -7
Permanent jobs citing Computer Science Degree 108 210 197
As % of all permanent IT jobs advertised in Cambridgeshire 3.12% 5.51% 5.51%
As % of the Qualifications category 9.57% 14.18% 16.08%
Number of salaries quoted 83 164 159
Cambridgeshire median annual salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88% +6.25%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £66,750 £68,750 £61,250
East of England median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% +3.90%

Computer Science 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 Cambridgeshire with a requirement for academic qualifications or professional certifications.

All Academic and Professional Certifications
Cambridgeshire
Permanent vacancies requiring academic qualifications or professional certifications 1,129 1,481 1,225
As % of all permanent IT jobs advertised in Cambridgeshire 32.60% 38.86% 34.28%
Number of salaries quoted 797 1,096 961
Cambridgeshire median annual salary £45,000 £44,648 £42,500
Median salary % change year-on-year +0.79% +5.05% +2.41%
10th Percentile £26,250 £26,250 £24,750
90th Percentile £71,750 £70,625 £67,500
East of England median annual salary £45,000 £45,000 £43,000
% change year-on-year - +4.65% -

Computer Science Degree
Job Vacancy Trend in Cambridgeshire

Job postings citing Computer Science Degree as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Computer Science Degree in Cambridgeshire

Computer Science Degree
Salary Trend in Cambridgeshire

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

Salary trend for Computer Science Degree in Cambridgeshire

Computer Science Degree
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Computer Science Degree in Cambridgeshire over the 6 months to 17 October 2018.

Salary histogram for Computer Science Degree in Cambridgeshire

Computer Science Degree
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Computer Science Degree within the Cambridgeshire region over the 6 months to 17 October 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 94 £41,000 +2.50% 50
Peterborough -32 4 - - 1
Computer Science Degree
East of England

For the 6 months to 17 October 2018, IT jobs citing Computer Science 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 Cambridgeshire region with a requirement for Computer Science Degree.

1 108 (100.00%) Degree
2 86 (79.63%) Computer Science
3 46 (42.59%) Java
4 45 (41.67%) Software Engineering
5 35 (32.41%) Python
5 35 (32.41%) Agile Software Development
6 33 (30.56%) JavaScript
6 33 (30.56%) Mathematics
7 29 (26.85%) Linux
8 24 (22.22%) SQL
8 24 (22.22%) HTML
8 24 (22.22%) Test Automation
9 23 (21.30%) C++
10 19 (17.59%) TDD
11 18 (16.67%) Artificial Intelligence
11 18 (16.67%) C
12 16 (14.81%) Continuous Integration
13 14 (12.96%) CSS
13 14 (12.96%) Numerate Degree
14 13 (12.04%) Physics
14 13 (12.04%) Machine Learning
15 12 (11.11%) Ruby
15 12 (11.11%) Selenium
15 12 (11.11%) Unit Testing
15 12 (11.11%) Test Management
15 12 (11.11%) Oracle
15 12 (11.11%) C#
15 12 (11.11%) .NET
15 12 (11.11%) Problem-Solving
16 11 (10.19%) DevOps

Computer Science Degree
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 7 (6.48%) Cloud Foundry
2 5 (4.63%) OpenStack
3 3 (2.78%) MS Exchange
4 2 (1.85%) SharePoint
5 1 (0.93%) Apache
5 1 (0.93%) CMS
Applications
1 1 (0.93%) MS Visio
Business Applications
1 6 (5.56%) Oracle EBS
2 1 (0.93%) Payment Gateway
Cloud Services
1 7 (6.48%) Amazon AWS
2 2 (1.85%) npm
3 1 (0.93%) Cloud Computing
3 1 (0.93%) Microsoft Azure
3 1 (0.93%) Mimecast
3 1 (0.93%) Office 365
3 1 (0.93%) OpenShift
Communications & Networking
1 6 (5.56%) Internet
1 6 (5.56%) Wireless
2 2 (1.85%) Firewall
3 1 (0.93%) Bluetooth
Database & Business Intelligence
1 7 (6.48%) MySQL
2 6 (5.56%) SQL Server
3 5 (4.63%) Relational Database
4 4 (3.70%) PostgreSQL
5 3 (2.78%) Big Data
5 3 (2.78%) MongoDB
5 3 (2.78%) NoSQL
6 1 (0.93%) Amazon RDS
6 1 (0.93%) Apache Cassandra
6 1 (0.93%) Hadoop
Development Applications
1 12 (11.11%) Selenium
2 10 (9.26%) Git (software)
3 7 (6.48%) Jenkins
4 6 (5.56%) Atlassian Bamboo
4 6 (5.56%) Cucumber
5 4 (3.70%) JIRA
5 4 (3.70%) JUnit
5 4 (3.70%) Maven
5 4 (3.70%) TestNG
5 4 (3.70%) WebDriver
6 3 (2.78%) Eclipse
7 2 (1.85%) gulp
8 1 (0.93%) Gradle
8 1 (0.93%) HP UFT
8 1 (0.93%) Rational Rhapsody
8 1 (0.93%) Redmine
8 1 (0.93%) Subversion
General
1 11 (10.19%) Finance
2 10 (9.26%) Manufacturing
3 4 (3.70%) Games
3 4 (3.70%) Law
4 3 (2.78%) Electronics
4 3 (2.78%) Legal
5 2 (1.85%) Automotive
5 2 (1.85%) Marketing
5 2 (1.85%) Telecoms
6 1 (0.93%) Aerospace
6 1 (0.93%) Publishing
Job Titles
1 32 (29.63%) Software Engineer
2 25 (23.15%) Graduate
3 23 (21.30%) Developer
4 15 (13.89%) Graduate Software Engineer
5 13 (12.04%) Java Developer
6 10 (9.26%) Consultant
6 10 (9.26%) Test Engineer
7 9 (8.33%) Analyst
7 9 (8.33%) Software Developer
8 7 (6.48%) Graduate Developer
8 7 (6.48%) Java Engineer
9 6 (5.56%) Business Analyst
9 6 (5.56%) C++ Software Engineer
9 6 (5.56%) Senior Developer
9 6 (5.56%) Tester
10 5 (4.63%) Implementation Consultant
10 5 (4.63%) Java Programmer
10 5 (4.63%) Programmer
10 5 (4.63%) Senior Software Developer
10 5 (4.63%) Support Engineer
Libraries, Frameworks & Software Standards
1 24 (22.22%) HTML
2 14 (12.96%) CSS
3 12 (11.11%) .NET
4 11 (10.19%) RESTful
5 10 (9.26%) Node.js
5 10 (9.26%) Web Services
6 9 (8.33%) jQuery
7 8 (7.41%) JSON
8 7 (6.48%) Spring
9 6 (5.56%) Gherkin
9 6 (5.56%) REST
10 5 (4.63%) Hibernate
10 5 (4.63%) HTML5
10 5 (4.63%) LESS
10 5 (4.63%) Polymer
10 5 (4.63%) RabbitMQ
10 5 (4.63%) Ruby on Rails
11 4 (3.70%) AngularJS
11 4 (3.70%) ASP.NET
11 4 (3.70%) Vue.js
Miscellaneous
1 86 (79.63%) Computer Science
2 11 (10.19%) User Experience
3 10 (9.26%) Algorithms
4 9 (8.33%) Analytical Skills
5 7 (6.48%) Data Structures
5 7 (6.48%) Enterprise Cloud
5 7 (6.48%) Management Information System
6 4 (3.70%) Fintech
6 4 (3.70%) LIMS
7 3 (2.78%) Client/Server
7 3 (2.78%) Greenfield Project
7 3 (2.78%) Internet of Things
8 2 (1.85%) Enterprise Software
8 2 (1.85%) Music Streaming
9 1 (0.93%) 3D Graphics
9 1 (0.93%) Biotechnology
9 1 (0.93%) Device Driver
9 1 (0.93%) Embedded Systems
9 1 (0.93%) Renewable Energy
9 1 (0.93%) Self-Motivation
Operating Systems
1 29 (26.85%) Linux
2 10 (9.26%) Windows
3 6 (5.56%) Mac OS X
4 3 (2.78%) Unix
5 2 (1.85%) Android
5 2 (1.85%) Apple iOS
5 2 (1.85%) Mac OS
6 1 (0.93%) FreeRTOS
6 1 (0.93%) Windows 10
6 1 (0.93%) Windows Server
6 1 (0.93%) Windows Server 2012
Processes & Methodologies
1 45 (41.67%) Software Engineering
2 35 (32.41%) Agile Software Development
3 33 (30.56%) Mathematics
4 24 (22.22%) Test Automation
5 19 (17.59%) TDD
6 18 (16.67%) Artificial Intelligence
7 16 (14.81%) Continuous Integration
8 13 (12.04%) Machine Learning
8 13 (12.04%) Physics
9 12 (11.11%) Problem-Solving
9 12 (11.11%) Test Management
9 12 (11.11%) Unit Testing
10 11 (10.19%) DevOps
11 9 (8.33%) BDD
11 9 (8.33%) ERP
11 9 (8.33%) MVC
12 8 (7.41%) Manual Testing
12 8 (7.41%) SDLC
13 7 (6.48%) Analytical Thinking
14 6 (5.56%) Active Listening
Programming Languages
1 46 (42.59%) Java
2 35 (32.41%) Python
3 33 (30.56%) JavaScript
4 24 (22.22%) SQL
5 23 (21.30%) C++
6 18 (16.67%) C
7 12 (11.11%) C#
7 12 (11.11%) Ruby
8 9 (8.33%) PHP
9 7 (6.48%) Perl
10 5 (4.63%) Bash Shell
10 5 (4.63%) Shell Script
11 4 (3.70%) PowerShell
12 3 (2.78%) Java 8
13 2 (1.85%) Assembly Language
13 2 (1.85%) MATLAB
13 2 (1.85%) Scala
14 1 (0.93%) Ada
Qualifications
1 108 (100.00%) Degree
2 14 (12.96%) Numerate Degree
3 9 (8.33%) PhD
4 4 (3.70%) ISTQB
5 1 (0.93%) CISA
5 1 (0.93%) CISM
5 1 (0.93%) CISSP
5 1 (0.93%) Security Cleared
Quality Assurance & Compliance
1 3 (2.78%) QA
2 1 (0.93%) DO-178B
2 1 (0.93%) IEC 61508
2 1 (0.93%) ISO 13485
2 1 (0.93%) ISO/IEC 27001
System Software
1 10 (9.26%) Docker
2 4 (3.70%) Active Directory
Systems Management
1 6 (5.56%) Ansible
2 5 (4.63%) Kubernetes
3 1 (0.93%) Puppet
3 1 (0.93%) Terraform
Vendors
1 12 (11.11%) Oracle
2 7 (6.48%) WorldPay
3 4 (3.70%) Cognizant
3 4 (3.70%) Google
3 4 (3.70%) Microsoft
4 2 (1.85%) VMware
5 1 (0.93%) Cisco
5 1 (0.93%) Meraki
5 1 (0.93%) QNX
5 1 (0.93%) SAP
5 1 (0.93%) Twitter
5 1 (0.93%) Wind River