Period
to 12 December 2018

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

Ubuntu Linux
Cambridgeshire > Cambridge
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 109 156 131
Rank change year-on-year +47 -25 +21
Permanent jobs citing Ubuntu 31 23 18
As % of all permanent IT jobs advertised in Cambridge 1.54% 0.72% 0.78%
As % of the Operating Systems category 4.46% 2.31% 2.11%
Number of salaries quoted 24 22 15
Cambridge median annual salary £50,340 £47,500 £40,000
Median salary % change year-on-year +5.98% +18.75% -6.98%
10th Percentile £31,125 £42,875 £30,700
90th Percentile £58,750 £75,000 £48,750
Cambridgeshire median annual salary £50,340 £47,500 £39,000
% change year-on-year +5.98% +21.79% -9.30%

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 695 995 855
As % of all permanent IT jobs advertised in Cambridge 34.53% 31.10% 37.09%
Number of salaries quoted 496 751 707
Cambridge median annual salary £50,000 £50,000 £42,500
Median salary % change year-on-year - +17.65% -1.16%
10th Percentile £27,625 £29,000 £24,750
90th Percentile £73,125 £67,500 £62,500
Cambridgeshire median annual salary £50,000 £47,500 £42,500
% change year-on-year +5.26% +11.76% -

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 12 December 2018.

Salary histogram for Ubuntu in Cambridge

For the 6 months to 12 December 2018, 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 31 (100.00%) Linux
2 18 (58.06%) Python
3 15 (48.39%) PostgreSQL
3 15 (48.39%) Scrum
3 15 (48.39%) Agile Software Development
3 15 (48.39%) Git (software)
3 15 (48.39%) Open Source
4 12 (38.71%) Windows
5 11 (35.48%) CRM
5 11 (35.48%) Finance
6 10 (32.26%) Microsoft
7 9 (29.03%) ERP
7 9 (29.03%) Migration
7 9 (29.03%) Debian
7 9 (29.03%) Logistics
7 9 (29.03%) Software Engineering
7 9 (29.03%) CentOS
7 9 (29.03%) Test Automation
7 9 (29.03%) Django
7 9 (29.03%) Data Migration
7 9 (29.03%) Android
7 9 (29.03%) Twisted
7 9 (29.03%) Flask
7 9 (29.03%) User Experience
7 9 (29.03%) Odoo
7 9 (29.03%) Performance Optimisation
8 8 (25.81%) Terraform
8 8 (25.81%) Ansible
8 8 (25.81%) Firewall
9 7 (22.58%) VMware

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 6 (19.35%) OpenStack
2 2 (6.45%) Elasticsearch
2 2 (6.45%) MS Exchange
3 1 (3.23%) Exchange Server 2010
3 1 (3.23%) Exchange Server 2013
Applications
1 2 (6.45%) Microsoft Excel
1 2 (6.45%) Microsoft Office
1 2 (6.45%) Microsoft Project
1 2 (6.45%) MS Visio
Business Applications
1 9 (29.03%) Odoo
Cloud Services
1 6 (19.35%) GitHub
2 5 (16.13%) Office 365
3 2 (6.45%) Amazon AWS
3 2 (6.45%) Google Cloud Platform
3 2 (6.45%) Microsoft Azure
Communications & Networking
1 8 (25.81%) Firewall
2 7 (22.58%) VLAN
3 6 (19.35%) Network Security
3 6 (19.35%) SAN
4 2 (6.45%) DHCP
4 2 (6.45%) DNS
4 2 (6.45%) LAN
5 1 (3.23%) iSCSI
5 1 (3.23%) NAS
5 1 (3.23%) TCP/IP
5 1 (3.23%) WAN
Database & Business Intelligence
1 15 (48.39%) PostgreSQL
2 6 (19.35%) MongoDB
2 6 (19.35%) MySQL
2 6 (19.35%) NoSQL
Development Applications
1 15 (48.39%) Git (software)
General
1 11 (35.48%) Finance
2 6 (19.35%) Games
3 1 (3.23%) Automotive
Job Titles
1 9 (29.03%) Backend Developer
1 9 (29.03%) Developer
1 9 (29.03%) Python Developer
2 7 (22.58%) Administrator
2 7 (22.58%) Systems Administrator
3 6 (19.35%) Linux Administrator
3 6 (19.35%) Linux Systems Administrator
3 6 (19.35%) Senior Manager
3 6 (19.35%) Software Manager
3 6 (19.35%) Windows Administrator
3 6 (19.35%) Windows Systems Administrator
4 4 (12.90%) DevOps Engineer
4 4 (12.90%) IT Administrator
4 4 (12.90%) IT Systems Administrator
5 3 (9.68%) Senior Linux Administrator
5 3 (9.68%) Senior Linux Systems Administrator
5 3 (9.68%) Senior Systems Administrator
5 3 (9.68%) Senior Windows Administrator
5 3 (9.68%) Server Administrator
5 3 (9.68%) Support Engineer
Libraries, Frameworks & Software Standards
1 9 (29.03%) Django
1 9 (29.03%) Flask
1 9 (29.03%) Twisted
2 6 (19.35%) RabbitMQ
2 6 (19.35%) RESTful
2 6 (19.35%) Web Services
3 2 (6.45%) CSS
3 2 (6.45%) LDAP
Miscellaneous
1 9 (29.03%) User Experience
2 6 (19.35%) Private Cloud
3 4 (12.90%) Analytical Skills
3 4 (12.90%) Self-Motivation
4 2 (6.45%) Smartphone
5 1 (3.23%) Replication
Operating Systems
1 31 (100.00%) Linux
2 12 (38.71%) Windows
3 9 (29.03%) Android
3 9 (29.03%) CentOS
3 9 (29.03%) Debian
4 7 (22.58%) Windows Server
5 4 (12.90%) Mac OS
5 4 (12.90%) Windows 10
6 3 (9.68%) Windows 7
7 2 (6.45%) CoreOS
7 2 (6.45%) Mac OS X
8 1 (3.23%) Red Hat Enterprise Linux
8 1 (3.23%) Windows Server 2008
8 1 (3.23%) Windows Server 2012
Processes & Methodologies
1 15 (48.39%) Agile Software Development
1 15 (48.39%) Open Source
1 15 (48.39%) Scrum
2 11 (35.48%) CRM
3 9 (29.03%) Data Migration
3 9 (29.03%) ERP
3 9 (29.03%) Logistics
3 9 (29.03%) Migration
3 9 (29.03%) Performance Optimisation
3 9 (29.03%) Software Engineering
3 9 (29.03%) Test Automation
4 6 (19.35%) Coaching
4 6 (19.35%) Mentoring
4 6 (19.35%) Microservices
4 6 (19.35%) Process Improvement
4 6 (19.35%) Prototyping
4 6 (19.35%) Server Virtualisation
4 6 (19.35%) Systems Thinking
4 6 (19.35%) UML
4 6 (19.35%) User Stories
Programming Languages
1 18 (58.06%) Python
2 6 (19.35%) Java
2 6 (19.35%) JavaScript
2 6 (19.35%) Ruby
3 3 (9.68%) Bash Shell
3 3 (9.68%) Perl
4 2 (6.45%) PHP
Qualifications
1 2 (6.45%) Cisco Certification
1 2 (6.45%) MCP
Quality Assurance & Compliance
1 2 (6.45%) SLA
System Software
1 7 (22.58%) Virtual Machines
1 7 (22.58%) VMware Infrastructure
1 7 (22.58%) vSphere
2 4 (12.90%) Active Directory
Systems Management
1 8 (25.81%) Ansible
1 8 (25.81%) Terraform
2 6 (19.35%) Packer
3 4 (12.90%) Opscode Chef
3 4 (12.90%) Puppet
4 2 (6.45%) Kubernetes
5 1 (3.23%) Norton AntiVirus
Vendors
1 10 (32.26%) Microsoft
2 7 (22.58%) VMware
3 6 (19.35%) Red Hat
4 3 (9.68%) Cisco
5 2 (6.45%) Bomgar
5 2 (6.45%) Google
5 2 (6.45%) Snow
6 1 (3.23%) Symantec