Period
to 24 January 2019

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Collaborative Working skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Collaborative Working over the 6 months to 24 January 2019 with a comparison to the same period in the previous 2 years.

Collaborative Working
Cambridgeshire > Cambridge
6 months to
24 Jan 2019
Same period 2018 Same period 2017
Rank 81 89 115
Rank change year-on-year +8 +26 +15
Permanent jobs citing Collaborative Working 61 102 34
As % of all permanent IT jobs advertised in Cambridge 2.93% 3.21% 1.52%
As % of the Processes & Methodologies category 3.13% 3.38% 1.65%
Number of salaries quoted 58 84 20
Cambridge median annual salary £50,000 £47,500 £34,750
Median salary % change year-on-year +5.26% +36.69% -18.24%
10th Percentile £32,500 £25,750 £26,250
90th Percentile £67,500 £67,500 £52,500
Cambridgeshire median annual salary £48,750 £51,250 £43,000
% change year-on-year -4.88% +19.19% +1.18%

Collaborative Working 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 Cambridge with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridge
Permanent vacancies with a requirement for process or methodology skills 1,946 3,014 2,064
As % of all permanent IT jobs advertised in Cambridge 93.47% 94.99% 92.06%
Number of salaries quoted 1,437 2,213 1,744
Cambridge median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -
10th Percentile £31,250 £29,750 £26,250
90th Percentile £72,500 £70,000 £67,500
Cambridgeshire median annual salary £47,773 £48,000 £45,000
% change year-on-year -0.47% +6.67% +3.45%

Collaborative Working
Job Vacancy Trend in Cambridge

Job postings citing Collaborative Working as a percentage of all IT jobs advertised in Cambridge.

Job vacancy trend for Collaborative Working in Cambridge

Collaborative Working
Salary Trend in Cambridge

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Collaborative Working in Cambridge.

Salary trend for Collaborative Working in Cambridge

Collaborative Working
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Collaborative Working in Cambridge over the 6 months to 24 January 2019.

Salary histogram for Collaborative Working in Cambridge

For the 6 months to 24 January 2019, IT jobs citing Collaborative Working 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 Cambridge region with a requirement for Collaborative Working.

1 44 (72.13%) Agile Software Development
2 27 (44.26%) Scrum
3 23 (37.70%) C++
4 20 (32.79%) Test Automation
5 18 (29.51%) Software Engineering
6 16 (26.23%) HTML
7 15 (24.59%) SQL
8 14 (22.95%) OO
9 12 (19.67%) JavaScript
9 12 (19.67%) Device Driver
9 12 (19.67%) User Experience
10 11 (18.03%) CSS
11 10 (16.39%) PHP
11 10 (16.39%) E-Commerce
11 10 (16.39%) Games
11 10 (16.39%) Analytical Skills
11 10 (16.39%) Symfony
11 10 (16.39%) Drupal
11 10 (16.39%) High Availability
11 10 (16.39%) Laravel
12 9 (14.75%) Problem-Solving
12 9 (14.75%) Linux
13 8 (13.11%) Python
13 8 (13.11%) Java
14 7 (11.48%) Exploratory Testing
14 7 (11.48%) Windows
14 7 (11.48%) Embedded C++
14 7 (11.48%) Firmware
14 7 (11.48%) Retail
15 6 (9.84%) Marketing

Collaborative Working
Co-occurring IT Skills in Cambridge 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 10 (16.39%) Drupal
2 1 (1.64%) Traefik
Cloud Services
1 5 (8.20%) AdWords
1 5 (8.20%) Google Analytics
1 5 (8.20%) Google Tag Manager
2 2 (3.28%) Amazon AWS
3 1 (1.64%) GitHub
3 1 (1.64%) Microsoft Azure
3 1 (1.64%) Slack
Communications & Networking
1 6 (9.84%) 802.11
1 6 (9.84%) Wireless
2 3 (4.92%) Ethernet
2 3 (4.92%) Wi-Fi
3 1 (1.64%) Network Security
Database & Business Intelligence
1 4 (6.56%) SQL Server
2 3 (4.92%) Relational Database
3 2 (3.28%) Big Data
3 2 (3.28%) MongoDB
3 2 (3.28%) NoSQL
3 2 (3.28%) SQL Server Reporting Services
3 2 (3.28%) SQLite
4 1 (1.64%) QlikView
Development Applications
1 5 (8.20%) Jenkins
2 3 (4.92%) Git (software)
2 3 (4.92%) JIRA
2 3 (4.92%) Maven
2 3 (4.92%) Selenium
3 2 (3.28%) JUnit
3 2 (3.28%) Mercurial
3 2 (3.28%) Mockito
3 2 (3.28%) Subversion
4 1 (1.64%) Ant
4 1 (1.64%) Cucumber
4 1 (1.64%) Octopus Deploy
4 1 (1.64%) Pylint
4 1 (1.64%) SonarQube
4 1 (1.64%) Team Foundation Server
4 1 (1.64%) TestNG
4 1 (1.64%) Vagrant
4 1 (1.64%) Visual Studio
4 1 (1.64%) Visual Studio Coded UI
4 1 (1.64%) WebDriver
General
1 10 (16.39%) Games
2 7 (11.48%) Retail
3 6 (9.84%) Marketing
4 5 (8.20%) Advertising
5 3 (4.92%) Finance
6 2 (3.28%) Pharmaceutical
7 1 (1.64%) Manufacturing
Job Titles
1 19 (31.15%) Software Engineer
2 17 (27.87%) C++ Software Engineer
2 17 (27.87%) Developer
3 10 (16.39%) PHP Developer
4 9 (14.75%) Test Engineer
5 8 (13.11%) Development Engineer
5 8 (13.11%) Senior Developer
6 7 (11.48%) Embedded C++ Engineer
6 7 (11.48%) Embedded C++ Software Engineer
6 7 (11.48%) Embedded Engineer
6 7 (11.48%) Embedded Software Engineer
6 7 (11.48%) Senior PHP Developer
6 7 (11.48%) Software Development Engineer
7 6 (9.84%) Wireless Engineer
8 5 (8.20%) Digital Marketing Manager
8 5 (8.20%) Marketing Manager
9 4 (6.56%) Firmware Engineer
9 4 (6.56%) Hardware Engineer
9 4 (6.56%) Hardware Test Engineer
9 4 (6.56%) Junior
Libraries, Frameworks & Software Standards
1 16 (26.23%) HTML
2 11 (18.03%) CSS
3 10 (16.39%) Laravel
3 10 (16.39%) Symfony
4 6 (9.84%) 802.1X
5 3 (4.92%) REST
5 3 (4.92%) Spring
5 3 (4.92%) Web Services
6 2 (3.28%) .NET
6 2 (3.28%) AngularJS
6 2 (3.28%) Apache Cordova
6 2 (3.28%) Ionic Framework
6 2 (3.28%) MyBatis
6 2 (3.28%) PrimeFaces
7 1 (1.64%) Gherkin
7 1 (1.64%) NativeScript
7 1 (1.64%) Node.js
7 1 (1.64%) OAuth
7 1 (1.64%) OpenID
7 1 (1.64%) Qt
Miscellaneous
1 12 (19.67%) Device Driver
1 12 (19.67%) User Experience
2 10 (16.39%) Analytical Skills
3 3 (4.92%) Embedded Systems
4 2 (3.28%) Public Cloud
5 1 (1.64%) Algorithms
5 1 (1.64%) FMCG
5 1 (1.64%) Management Information System
5 1 (1.64%) Raspberry Pi
5 1 (1.64%) Replication
Operating Systems
1 9 (14.75%) Linux
2 7 (11.48%) Windows
3 6 (9.84%) Embedded Linux
4 1 (1.64%) Android
4 1 (1.64%) CentOS
4 1 (1.64%) Mac OS X
4 1 (1.64%) Red Hat Enterprise Linux
Processes & Methodologies
1 44 (72.13%) Agile Software Development
2 27 (44.26%) Scrum
3 20 (32.79%) Test Automation
4 18 (29.51%) Software Engineering
5 14 (22.95%) OO
6 10 (16.39%) E-Commerce
6 10 (16.39%) High Availability
7 9 (14.75%) Problem-Solving
8 7 (11.48%) Exploratory Testing
9 5 (8.20%) Analytics
9 5 (8.20%) B2B
9 5 (8.20%) B2C
9 5 (8.20%) CRM
9 5 (8.20%) Cryptography
9 5 (8.20%) Digital Marketing
9 5 (8.20%) Email Marketing
9 5 (8.20%) Marketing Automation
9 5 (8.20%) Project Management
9 5 (8.20%) Responsive Web Design
9 5 (8.20%) SEO
Programming Languages
1 23 (37.70%) C++
2 15 (24.59%) SQL
3 12 (19.67%) JavaScript
4 10 (16.39%) PHP
5 8 (13.11%) Java
5 8 (13.11%) Python
6 7 (11.48%) Embedded C++
7 4 (6.56%) C#
8 3 (4.92%) Assembly Language
9 2 (3.28%) Bash Shell
9 2 (3.28%) Ruby
10 1 (1.64%) Kotlin
10 1 (1.64%) Perl
10 1 (1.64%) PowerShell
10 1 (1.64%) VB.NET
10 1 (1.64%) VBScript
Qualifications
1 3 (4.92%) Degree
2 1 (1.64%) Computer Science Degree
Quality Assurance & Compliance
1 5 (8.20%) GDPR
1 5 (8.20%) QA
2 3 (4.92%) SLA
System Software
1 7 (11.48%) Firmware
2 2 (3.28%) Docker
3 1 (1.64%) Virtual Machines
Systems Management
1 3 (4.92%) Puppet
2 2 (3.28%) Opscode Chef
3 1 (1.64%) Ansible
3 1 (1.64%) Grafana
3 1 (1.64%) Kubernetes
3 1 (1.64%) Munin
3 1 (1.64%) Salt
3 1 (1.64%) ZABBIX
Vendors
1 5 (8.20%) Apple
1 5 (8.20%) Google
2 2 (3.28%) Atlassian
2 2 (3.28%) Microsoft
3 1 (1.64%) SAP