Period
to 23 November 2017

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 November 2017 with a comparison to the same period in the previous 2 years.

Ubuntu Linux
Cambridgeshire > Cambridge
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 152 128 150
Rank change year-on-year -24 +22 -11
Permanent jobs citing Ubuntu 27 19 12
As % of all permanent IT jobs advertised in Cambridge 0.87% 0.83% 0.42%
As % of the Operating Systems category 2.82% 2.25% 1.50%
Number of salaries quoted 26 17 8
Cambridge median annual salary £47,500 £40,000 £51,250
Median salary % change year-on-year +18.75% -21.95% +13.89%
10th Percentile £41,250 £31,300 £34,000
90th Percentile £75,000 £48,750 £60,000
Cambridgeshire median annual salary £47,500 £39,000 £51,250
% change year-on-year +21.79% -23.90% +13.89%

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 958 845 802
As % of all permanent IT jobs advertised in Cambridge 30.90% 36.80% 28.20%
Number of salaries quoted 734 703 688
Cambridge median annual salary £50,000 £42,500 £43,000
Median salary % change year-on-year +17.65% -1.16% +7.50%
10th Percentile £29,750 £25,000 £27,000
90th Percentile £67,500 £62,500 £61,250
Cambridgeshire median annual salary £47,500 £42,500 £42,500
% change year-on-year +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 November 2017.

Salary histogram for Ubuntu in Cambridge

For the 6 months to 23 November 2017, IT jobs citing Ubuntu also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cambridge region with a requirement for Ubuntu.

1 27 (100.00%) Linux
2 23 (85.19%) DevOps
3 21 (77.78%) Python
4 16 (59.26%) Perl
5 15 (55.56%) Configuration Management
6 14 (51.85%) Ansible
7 13 (48.15%) Opscode Chef
7 13 (48.15%) Puppet
7 13 (48.15%) Red Hat
7 13 (48.15%) Red Hat Enterprise Linux
7 13 (48.15%) Continuous Integration
8 12 (44.44%) Amazon AWS
8 12 (44.44%) Debian
8 12 (44.44%) Bash Shell
9 11 (40.74%) Jenkins
9 11 (40.74%) Docker
9 11 (40.74%) PHP
9 11 (40.74%) Degree
9 11 (40.74%) Software Engineering
10 10 (37.04%) Wireless
10 10 (37.04%) JavaScript
11 9 (33.33%) CentOS
12 7 (25.93%) Web Services
12 7 (25.93%) AWS CloudFormation
13 6 (22.22%) Continuous Delivery
13 6 (22.22%) Grafana
13 6 (22.22%) logstash
13 6 (22.22%) Kibana
13 6 (22.22%) Graylog
13 6 (22.22%) LXC

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 3 (11.11%) nginx
2 2 (7.41%) Apache
3 1 (3.70%) uWSGI
Cloud Services
1 12 (44.44%) Amazon AWS
2 7 (25.93%) AWS CloudFormation
3 6 (22.22%) Amazon CloudWatch
3 6 (22.22%) IaaS
4 2 (7.41%) Microsoft Azure
5 1 (3.70%) Amazon S3
Communications & Networking
1 10 (37.04%) Wireless
2 5 (18.52%) SMS
3 4 (14.81%) DHCP
3 4 (14.81%) DNS
3 4 (14.81%) LDAP
3 4 (14.81%) OpenVPN
4 3 (11.11%) TCP/IP
5 2 (7.41%) Firewall
5 2 (7.41%) VPN
Database & Business Intelligence
1 2 (7.41%) MySQL
1 2 (7.41%) PostgreSQL
1 2 (7.41%) SQL Server
Development Applications
1 11 (40.74%) Jenkins
2 6 (22.22%) Git (software)
3 3 (11.11%) GitLab
4 2 (7.41%) Maven
5 1 (3.70%) GoCD
General
1 2 (7.41%) Electronics
2 1 (3.70%) Advertising
Job Titles
1 15 (55.56%) DevOps Engineer
2 10 (37.04%) Applications Engineer
2 10 (37.04%) JavaScript Engineer
2 10 (37.04%) Senior DevOps
2 10 (37.04%) Senior DevOps Engineer
3 6 (22.22%) Architect
3 6 (22.22%) AWS Architect
3 6 (22.22%) AWS Engineer
3 6 (22.22%) Infrastructure Architect
3 6 (22.22%) Infrastructure Engineer
4 4 (14.81%) Linux Engineer
5 3 (11.11%) Administrator
5 3 (11.11%) Linux Administrator
5 3 (11.11%) Support Engineer
6 2 (7.41%) IT Administrator
6 2 (7.41%) IT Engineer
6 2 (7.41%) IT Support
6 2 (7.41%) IT Support Engineer
6 2 (7.41%) Linux Support
6 2 (7.41%) Video On Demand Engineer
Libraries, Frameworks & Software Standards
1 7 (25.93%) Web Services
2 2 (7.41%) Middleware
3 1 (3.70%) Flask
Miscellaneous
1 2 (7.41%) Analytical Skills
1 2 (7.41%) Data Centre
1 2 (7.41%) Video on Demand
2 1 (3.70%) Mobile App
2 1 (3.70%) Robotics
Operating Systems
1 27 (100.00%) Linux
2 13 (48.15%) Red Hat Enterprise Linux
3 12 (44.44%) Debian
4 9 (33.33%) CentOS
5 2 (7.41%) Windows
6 1 (3.70%) CoreOS
Processes & Methodologies
1 23 (85.19%) DevOps
2 15 (55.56%) Configuration Management
3 13 (48.15%) Continuous Integration
4 11 (40.74%) Software Engineering
5 6 (22.22%) Continuous Delivery
6 4 (14.81%) Agile Software Development
7 3 (11.11%) Load Balancing
8 2 (7.41%) Build Automation
8 2 (7.41%) Machine Learning
8 2 (7.41%) Scrum
8 2 (7.41%) Software Deployment
8 2 (7.41%) Test Automation
9 1 (3.70%) Artificial Intelligence
9 1 (3.70%) Computer Vision
9 1 (3.70%) Continuous Deployment
9 1 (3.70%) Disaster Recovery
9 1 (3.70%) Logistics
9 1 (3.70%) Open Source
Programming Languages
1 21 (77.78%) Python
2 16 (59.26%) Perl
3 12 (44.44%) Bash Shell
4 11 (40.74%) PHP
5 10 (37.04%) JavaScript
6 3 (11.11%) Ruby
7 2 (7.41%) Java
7 2 (7.41%) Shell Script
8 1 (3.70%) SQL
Qualifications
1 11 (40.74%) Degree
2 6 (22.22%) CCNA
2 6 (22.22%) Cisco Certification
System Software
1 11 (40.74%) Docker
2 6 (22.22%) LXC
3 4 (14.81%) NFS
4 2 (7.41%) iptables
4 2 (7.41%) Samba
4 2 (7.41%) VMware ESXi
Systems Management
1 14 (51.85%) Ansible
2 13 (48.15%) Opscode Chef
2 13 (48.15%) Puppet
3 6 (22.22%) Grafana
3 6 (22.22%) Graphite
3 6 (22.22%) Graylog
3 6 (22.22%) Kibana
3 6 (22.22%) logstash
3 6 (22.22%) Munin
3 6 (22.22%) ZABBIX
4 3 (11.11%) Kubernetes
5 1 (3.70%) Salt
5 1 (3.70%) Terraform
Vendors
1 13 (48.15%) Red Hat
2 6 (22.22%) Splunk
3 2 (7.41%) VMware
4 1 (3.70%) NetApp