Period
to 12 November 2018

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 12 November 2018 with a comparison to the same period in the previous 2 years.

Collaborative Working
Cambridgeshire > Cambridge
6 months to
12 Nov 2018
Same period 2017 Same period 2016
Rank 70 96 128
Rank change year-on-year +26 +32 +3
Permanent jobs citing Collaborative Working 74 91 19
As % of all permanent IT jobs advertised in Cambridge 3.56% 3.06% 0.84%
As % of the Processes & Methodologies category 3.80% 3.25% 0.92%
Number of salaries quoted 73 73 8
Cambridge median annual salary £51,000 £40,000 £43,000
Median salary % change year-on-year +27.50% -6.98% +9.55%
10th Percentile £34,900 £25,750 £35,775
90th Percentile £67,500 £68,750 £50,400
Cambridgeshire median annual salary £50,000 £40,000 £45,000
% change year-on-year +25.00% -11.11% +4.65%

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 1,945 2,796 2,055
As % of all permanent IT jobs advertised in Cambridge 93.64% 93.98% 90.45%
Number of salaries quoted 1,520 2,143 1,687
Cambridge median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -
10th Percentile £29,225 £29,000 £26,250
90th Percentile £72,500 £72,500 £67,500
Cambridgeshire median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% +1.12%

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 12 November 2018.

Salary histogram for Collaborative Working in Cambridge

For the 6 months to 12 November 2018, 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 56 (75.68%) Agile Software Development
2 39 (52.70%) Scrum
3 31 (41.89%) C++
4 30 (40.54%) Test Automation
5 21 (28.38%) Software Engineering
6 17 (22.97%) HTML
6 17 (22.97%) OO
7 16 (21.62%) SQL
8 14 (18.92%) Linux
9 13 (17.57%) Python
9 13 (17.57%) JavaScript
9 13 (17.57%) Device Driver
9 13 (17.57%) User Experience
9 13 (17.57%) Analytical Skills
10 12 (16.22%) CSS
10 12 (16.22%) Firmware
11 11 (14.86%) Windows
11 11 (14.86%) PHP
12 10 (13.51%) Marketing
12 10 (13.51%) Symfony
12 10 (13.51%) Drupal
12 10 (13.51%) High Availability
12 10 (13.51%) Laravel
12 10 (13.51%) E-Commerce
12 10 (13.51%) Games
13 9 (12.16%) Software Testing
13 9 (12.16%) C#
13 9 (12.16%) QA
14 8 (10.81%) Selenium
14 8 (10.81%) Continuous Integration

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 (13.51%) Drupal
2 1 (1.35%) Apache
2 1 (1.35%) Exchange Server 2010
2 1 (1.35%) Exchange Server 2013
2 1 (1.35%) MS Exchange
2 1 (1.35%) Traefik
2 1 (1.35%) WordPress
Applications
1 1 (1.35%) InVision
1 1 (1.35%) Microsoft Office
Cloud Services
1 6 (8.11%) Google Analytics
1 6 (8.11%) Google Tag Manager
2 5 (6.76%) AdWords
3 1 (1.35%) Amazon AWS
3 1 (1.35%) G Suite
3 1 (1.35%) GitHub
3 1 (1.35%) Microsoft Azure
3 1 (1.35%) Office 365
3 1 (1.35%) Slack
Communications & Networking
1 7 (9.46%) 802.11
1 7 (9.46%) Wireless
2 4 (5.41%) Wi-Fi
3 3 (4.05%) Ethernet
4 2 (2.70%) DNS
4 2 (2.70%) Network Security
5 1 (1.35%) DHCP
5 1 (1.35%) Firewall
5 1 (1.35%) FTP
5 1 (1.35%) HTTP
5 1 (1.35%) Internet
5 1 (1.35%) LAN
5 1 (1.35%) SSH
5 1 (1.35%) TCP/IP
5 1 (1.35%) VoIP
5 1 (1.35%) WAN
Database & Business Intelligence
1 4 (5.41%) SQL Server
2 3 (4.05%) Relational Database
3 2 (2.70%) SQLite
4 1 (1.35%) SQL Server Reporting Services
Development Applications
1 8 (10.81%) Selenium
2 7 (9.46%) Git (software)
2 7 (9.46%) Jenkins
3 5 (6.76%) Subversion
4 4 (5.41%) JIRA
4 4 (5.41%) Pylint
4 4 (5.41%) Ranorex
4 4 (5.41%) SpecFlow
5 2 (2.70%) Cucumber
5 2 (2.70%) SonarQube
6 1 (1.35%) Ant
6 1 (1.35%) Maven
6 1 (1.35%) Octopus Deploy
6 1 (1.35%) Team Foundation Server
6 1 (1.35%) TestComplete
6 1 (1.35%) TestNG
6 1 (1.35%) Vagrant
6 1 (1.35%) Visual Studio
6 1 (1.35%) Visual Studio Coded UI
6 1 (1.35%) WebDriver
General
1 10 (13.51%) Games
1 10 (13.51%) Marketing
2 7 (9.46%) Finance
3 6 (8.11%) Retail
4 5 (6.76%) Advertising
5 1 (1.35%) Pharmaceutical
5 1 (1.35%) Publishing
Job Titles
1 20 (27.03%) C++ Software Engineer
1 20 (27.03%) Software Engineer
1 20 (27.03%) Test Engineer
2 15 (20.27%) Developer
3 11 (14.86%) Test Automation Engineer
4 10 (13.51%) Development Engineer
4 10 (13.51%) PHP Developer
5 9 (12.16%) Software Development Engineer
6 8 (10.81%) Embedded C++ Engineer
6 8 (10.81%) Embedded C++ Software Engineer
6 8 (10.81%) Embedded Engineer
6 8 (10.81%) Embedded Software Engineer
6 8 (10.81%) Senior Developer
7 7 (9.46%) Senior PHP Developer
7 7 (9.46%) Wireless Engineer
8 6 (8.11%) Digital Marketing Manager
8 6 (8.11%) Marketing Manager
9 4 (5.41%) Firmware Engineer
9 4 (5.41%) Hardware Engineer
9 4 (5.41%) Software Test Engineer
Libraries, Frameworks & Software Standards
1 17 (22.97%) HTML
2 12 (16.22%) CSS
3 10 (13.51%) Laravel
3 10 (13.51%) Symfony
4 7 (9.46%) 802.1X
5 6 (8.11%) Gherkin
6 3 (4.05%) Web Services
7 2 (2.70%) .NET
7 2 (2.70%) X-Windows
8 1 (1.35%) .NET Framework
8 1 (1.35%) Node.js
8 1 (1.35%) OAuth
8 1 (1.35%) OpenID
8 1 (1.35%) Qt
8 1 (1.35%) RESTful
8 1 (1.35%) Ruby on Rails
8 1 (1.35%) SAML
Miscellaneous
1 13 (17.57%) Analytical Skills
1 13 (17.57%) Device Driver
1 13 (17.57%) User Experience
2 4 (5.41%) Fintech
2 4 (5.41%) Virtual Team
3 3 (4.05%) Computer Science
3 3 (4.05%) Embedded Systems
4 2 (2.70%) Replication
5 1 (1.35%) FMCG
5 1 (1.35%) Management Information System
5 1 (1.35%) Raspberry Pi
Operating Systems
1 14 (18.92%) Linux
2 11 (14.86%) Windows
3 7 (9.46%) Embedded Linux
4 3 (4.05%) Mac OS X
5 2 (2.70%) CentOS
5 2 (2.70%) Red Hat Enterprise Linux
6 1 (1.35%) Windows Server
6 1 (1.35%) Windows Server 2008
6 1 (1.35%) Windows Server 2012
Processes & Methodologies
1 56 (75.68%) Agile Software Development
2 39 (52.70%) Scrum
3 30 (40.54%) Test Automation
4 21 (28.38%) Software Engineering
5 17 (22.97%) OO
6 10 (13.51%) E-Commerce
6 10 (13.51%) High Availability
7 9 (12.16%) Software Testing
8 8 (10.81%) Continuous Integration
8 8 (10.81%) Exploratory Testing
9 6 (8.11%) Analytics
9 6 (8.11%) CRM
9 6 (8.11%) Cryptography
9 6 (8.11%) Digital Marketing
9 6 (8.11%) Email Marketing
9 6 (8.11%) Marketing Automation
9 6 (8.11%) Pay per click
9 6 (8.11%) Problem-Solving
9 6 (8.11%) SEO
9 6 (8.11%) Statistics
Programming Languages
1 31 (41.89%) C++
2 16 (21.62%) SQL
3 13 (17.57%) JavaScript
3 13 (17.57%) Python
4 11 (14.86%) PHP
5 9 (12.16%) C#
6 8 (10.81%) Embedded C++
7 6 (8.11%) Java
8 5 (6.76%) Bash Shell
9 3 (4.05%) Assembly Language
9 3 (4.05%) Perl
10 2 (2.70%) Ruby
11 1 (1.35%) PowerShell
11 1 (1.35%) VB.NET
11 1 (1.35%) VBScript
Qualifications
1 4 (5.41%) Degree
2 1 (1.35%) CCNA
2 1 (1.35%) Cisco Certification
2 1 (1.35%) Computer Science Degree
Quality Assurance & Compliance
1 9 (12.16%) QA
2 6 (8.11%) GDPR
3 1 (1.35%) SLA
System Software
1 12 (16.22%) Firmware
2 3 (4.05%) Docker
3 1 (1.35%) Virtual Machines
Systems Management
1 4 (5.41%) Puppet
2 3 (4.05%) Kubernetes
2 3 (4.05%) Opscode Chef
3 2 (2.70%) Grafana
3 2 (2.70%) Munin
3 2 (2.70%) Salt
3 2 (2.70%) ZABBIX
Vendors
1 7 (9.46%) Google
2 6 (8.11%) Apple
3 3 (4.05%) Microsoft
4 1 (1.35%) Adobe
4 1 (1.35%) SAP