Period
to 23 March 2019

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

Ubuntu Linux
Cambridgeshire > Cambridge
6 months to
23 Mar 2019
Same period 2018 Same period 2017
Rank 102 181 137
Rank change year-on-year +79 -44 +23
Permanent jobs citing Ubuntu 39 8 16
As % of all permanent IT jobs advertised in Cambridge 2.07% 0.23% 0.69%
As % of the Operating Systems category 5.71% 0.68% 1.97%
Number of salaries quoted 24 8 7
Cambridge median annual salary £51,420 £47,500 £35,000
Median salary % change year-on-year +8.25% +35.71% -3.56%
10th Percentile £37,250 £40,000 £21,350
90th Percentile £58,750 £62,125 £44,500
Cambridgeshire median annual salary £50,340 £47,500 £36,250
% change year-on-year +5.98% +31.03% -0.12%

Ubuntu is in the Operating Systems 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 operating system skills.

All Operating Systems
Cambridge
Permanent vacancies with a requirement for operating system skills 683 1,185 814
As % of all permanent IT jobs advertised in Cambridge 36.27% 34.47% 34.97%
Number of salaries quoted 471 786 643
Cambridge median annual salary £50,000 £50,000 £41,500
Median salary % change year-on-year - +20.48% -2.35%
10th Percentile £27,500 £29,000 £25,050
90th Percentile £67,500 £67,500 £62,500
Cambridgeshire median annual salary £45,139 £47,500 £42,500
% change year-on-year -4.97% +11.76% +6.25%

Ubuntu
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Ubuntu in Cambridge

Ubuntu
Salary Trend in Cambridge

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

Salary trend for Ubuntu in Cambridge

Ubuntu
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Ubuntu in Cambridge over the 6 months to 23 March 2019.

Salary histogram for Ubuntu in Cambridge

For the 6 months to 23 March 2019, IT jobs citing Ubuntu 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 Ubuntu.

1 39 (100.00%) Linux
2 19 (48.72%) Python
3 16 (41.03%) PostgreSQL
3 16 (41.03%) Scrum
3 16 (41.03%) Agile Software Development
3 16 (41.03%) Git (software)
3 16 (41.03%) Open Source
4 15 (38.46%) Windows
5 13 (33.33%) Virtual Machines
6 12 (30.77%) Finance
7 11 (28.21%) Software Engineering
8 10 (25.64%) Degree
8 10 (25.64%) Computer Science
8 10 (25.64%) Life Science
8 10 (25.64%) Django
8 10 (25.64%) Migration
8 10 (25.64%) Bioinformatics
8 10 (25.64%) Logistics
8 10 (25.64%) Multimedia
8 10 (25.64%) Oracle
8 10 (25.64%) CRM
8 10 (25.64%) ERP
8 10 (25.64%) Computer Science Degree
8 10 (25.64%) Performance Optimisation
8 10 (25.64%) Flask
8 10 (25.64%) User Experience
8 10 (25.64%) Odoo
8 10 (25.64%) Test Automation
8 10 (25.64%) Windows 7
8 10 (25.64%) Data Migration

Ubuntu
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 (25.64%) WordPress
2 6 (15.38%) OpenStack
3 2 (5.13%) Elasticsearch
4 1 (2.56%) MS Exchange
Business Applications
1 10 (25.64%) Odoo
Cloud Services
1 6 (15.38%) GitHub
2 3 (7.69%) Amazon AWS
2 3 (7.69%) Google Cloud Platform
2 3 (7.69%) Microsoft Azure
2 3 (7.69%) Office 365
Communications & Networking
1 6 (15.38%) Firewall
2 5 (12.82%) VLAN
3 3 (7.69%) Network Security
3 3 (7.69%) SAN
4 2 (5.13%) VPN
5 1 (2.56%) LAN
5 1 (2.56%) WAN
Database & Business Intelligence
1 16 (41.03%) PostgreSQL
2 6 (15.38%) MongoDB
2 6 (15.38%) MySQL
2 6 (15.38%) NoSQL
Development Applications
1 16 (41.03%) Git (software)
2 1 (2.56%) GitLab
2 1 (2.56%) Jenkins
General
1 12 (30.77%) Finance
2 10 (25.64%) Multimedia
3 6 (15.38%) Games
Job Titles
1 10 (25.64%) Assistant IT Manager
1 10 (25.64%) Backend Developer
1 10 (25.64%) Developer
1 10 (25.64%) IT Assistant
1 10 (25.64%) IT Manager
1 10 (25.64%) Python Developer
2 6 (15.38%) Senior Manager
2 6 (15.38%) Software Manager
3 5 (12.82%) DevOps Engineer
3 5 (12.82%) Linux Engineer
4 4 (10.26%) AWS Engineer
5 3 (7.69%) AWS DevOps
5 3 (7.69%) AWS DevOps Engineer
5 3 (7.69%) IT Systems Administrator
5 3 (7.69%) Linux DevOps Engineer
5 3 (7.69%) Linux/Unix DevOps
5 3 (7.69%) Senior IT Administrator
5 3 (7.69%) Senior Linux Administrator
5 3 (7.69%) Senior Linux Systems Administrator
5 3 (7.69%) Senior Windows Systems Administrator
Libraries, Frameworks & Software Standards
1 10 (25.64%) Django
1 10 (25.64%) Flask
1 10 (25.64%) Twisted
2 6 (15.38%) RabbitMQ
2 6 (15.38%) RESTful
2 6 (15.38%) Web Services
Miscellaneous
1 10 (25.64%) Life Science
1 10 (25.64%) User Experience
2 6 (15.38%) Private Cloud
3 2 (5.13%) Analytical Skills
3 2 (5.13%) Self-Motivation
Operating Systems
1 39 (100.00%) Linux
2 15 (38.46%) Windows
3 10 (25.64%) Android
3 10 (25.64%) Windows 7
4 8 (20.51%) Debian
4 8 (20.51%) VMS
5 3 (7.69%) CentOS
5 3 (7.69%) Windows Server
6 2 (5.13%) CoreOS
6 2 (5.13%) Mac OS
7 1 (2.56%) Windows 10
Processes & Methodologies
1 16 (41.03%) Agile Software Development
1 16 (41.03%) Open Source
1 16 (41.03%) Scrum
2 11 (28.21%) Software Engineering
3 10 (25.64%) Bioinformatics
3 10 (25.64%) Computer Science
3 10 (25.64%) CRM
3 10 (25.64%) Data Migration
3 10 (25.64%) ERP
3 10 (25.64%) Logistics
3 10 (25.64%) Migration
3 10 (25.64%) Performance Optimisation
3 10 (25.64%) Test Automation
4 8 (20.51%) Biology
4 8 (20.51%) Computational Biology
4 8 (20.51%) Process Management
5 6 (15.38%) Coaching
5 6 (15.38%) Mentoring
5 6 (15.38%) Process Improvement
5 6 (15.38%) User Stories
Programming Languages
1 19 (48.72%) Python
2 6 (15.38%) Java
2 6 (15.38%) JavaScript
2 6 (15.38%) Ruby
3 3 (7.69%) Bash Shell
3 3 (7.69%) Perl
3 3 (7.69%) PHP
4 2 (5.13%) PowerShell
Qualifications
1 10 (25.64%) Computer Science Degree
1 10 (25.64%) Degree
System Software
1 13 (33.33%) Virtual Machines
2 10 (25.64%) VirtualBox
3 3 (7.69%) VMware Infrastructure
3 3 (7.69%) vSphere
4 2 (5.13%) Docker
5 1 (2.56%) Active Directory
Systems Management
1 10 (25.64%) Ansible
2 8 (20.51%) Terraform
3 6 (15.38%) Opscode Chef
3 6 (15.38%) Packer
3 6 (15.38%) Puppet
4 2 (5.13%) Kubernetes
Vendors
1 10 (25.64%) Oracle
2 4 (10.26%) Microsoft
2 4 (10.26%) Red Hat
3 3 (7.69%) Google
3 3 (7.69%) VMware