Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Reading 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 17 November 2017 with a comparison to the same period in the previous 2 years.

Ubuntu Linux
Berkshire > Reading
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 100 151 156
Rank change year-on-year +51 +5 +33
Permanent jobs citing Ubuntu 55 40 56
As % of all permanent IT jobs advertised in Reading 2.33% 1.14% 1.21%
As % of the Operating Systems category 7.39% 3.51% 4.11%
Number of salaries quoted 50 34 80
Reading median annual salary £45,000 £50,000 £40,000
Median salary % change year-on-year -10.00% +25.00% +23.08%
10th Percentile £26,000 £41,000 £20,000
90th Percentile £59,750 £59,250 £53,750
Berkshire median annual salary £45,000 £50,000 £40,000
% change year-on-year -10.00% +25.00% +11.11%

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 Reading with a requirement for operating system skills.

All Operating Systems
Reading
Permanent vacancies with a requirement for operating system skills 744 1141 1364
As % of all permanent IT jobs advertised in Reading 31.57% 32.65% 29.50%
Number of salaries quoted 604 918 1145
Reading median annual salary £45,000 £50,000 £45,000
Median salary % change year-on-year -10.00% +11.11% +16.88%
10th Percentile £23,000 £26,250 £24,250
90th Percentile £70,000 £70,000 £65,000
Berkshire median annual salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +5.56% +12.50%

Ubuntu
Job Vacancy Trend in Reading

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

Job vacancy trend for Ubuntu in Reading

Ubuntu
Salary Trend in Reading

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

Salary trend for Ubuntu in Reading

Ubuntu
Salary Histogram in Reading

The salary distribution of IT jobs citing Ubuntu in Reading over the 6 months to 17 November 2017.

Salary histogram for Ubuntu in Reading

For the 6 months to 17 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 Reading region with a requirement for Ubuntu.

1 55 (100.00%) Linux
2 41 (74.55%) CentOS
3 30 (54.55%) Python
4 26 (47.27%) Docker
5 25 (45.45%) Bash Shell
6 24 (43.64%) Puppet
6 24 (43.64%) Opscode Chef
7 23 (41.82%) Ansible
7 23 (41.82%) Red Hat
7 23 (41.82%) VMware
8 20 (36.36%) Windows
9 19 (34.55%) Debian
9 19 (34.55%) Amazon AWS
10 18 (32.73%) SQL
10 18 (32.73%) DNS
11 17 (30.91%) Microsoft Azure
12 16 (29.09%) DevOps
12 16 (29.09%) Jenkins
12 16 (29.09%) TCP/IP
13 15 (27.27%) DHCP
13 15 (27.27%) Agile Software Development
13 15 (27.27%) Open Source
14 13 (23.64%) BDD
14 13 (23.64%) TDD
14 13 (23.64%) Scrum
15 12 (21.82%) PostgreSQL
15 12 (21.82%) Redis
16 11 (20.00%) NoSQL
16 11 (20.00%) Git (software)
16 11 (20.00%) Firewall

Ubuntu
Co-occurring IT Skills in Reading 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 (18.18%) nginx
1 10 (18.18%) OpenStack
2 9 (16.36%) Elasticsearch
3 6 (10.91%) IIS
4 5 (9.09%) Apache
5 3 (5.45%) Exchange Server 2013
5 3 (5.45%) JBoss
6 2 (3.64%) Confluence
6 2 (3.64%) Exchange Server 2003
6 2 (3.64%) Exchange Server 2010
6 2 (3.64%) MS Exchange
7 1 (1.82%) SharePoint
7 1 (1.82%) SharePoint 2010
7 1 (1.82%) Skype for Business
Applications
1 1 (1.82%) Microsoft Office
Cloud Services
1 19 (34.55%) Amazon AWS
2 17 (30.91%) Microsoft Azure
3 9 (16.36%) SaaS
4 7 (12.73%) Amazon EC2
5 4 (7.27%) AWS CloudFormation
5 4 (7.27%) GitHub
6 2 (3.64%) Amazon S3
7 1 (1.82%) IaaS
7 1 (1.82%) Office 365
Communications & Networking
1 18 (32.73%) DNS
2 16 (29.09%) TCP/IP
3 15 (27.27%) DHCP
4 11 (20.00%) Firewall
5 8 (14.55%) BGP
6 5 (9.09%) OSPF
7 4 (7.27%) EIGRP
7 4 (7.27%) Internet
7 4 (7.27%) LAN
7 4 (7.27%) MPLS
7 4 (7.27%) RIP
7 4 (7.27%) SAN
8 3 (5.45%) SNMP
8 3 (5.45%) VLAN
8 3 (5.45%) VPN
8 3 (5.45%) WAN
9 2 (3.64%) BIG-IP
9 2 (3.64%) Cisco ASA
9 2 (3.64%) Intranet
9 2 (3.64%) Wi-Fi
Database & Business Intelligence
1 12 (21.82%) PostgreSQL
1 12 (21.82%) Redis
2 11 (20.00%) NoSQL
3 9 (16.36%) Hadoop
3 9 (16.36%) MongoDB
3 9 (16.36%) Neo4j
3 9 (16.36%) Pentaho
4 8 (14.55%) Big Data
5 6 (10.91%) MySQL
6 5 (9.09%) SQL Server
7 4 (7.27%) SQL Server 2008
8 3 (5.45%) Apache Cassandra
9 2 (3.64%) InfluxDB
9 2 (3.64%) SQLite
Development Applications
1 16 (29.09%) Jenkins
2 11 (20.00%) Git (software)
3 9 (16.36%) Talend Open Studio
4 6 (10.91%) Subversion
4 6 (10.91%) Vagrant
5 4 (7.27%) Ant
5 4 (7.27%) Atlassian Bamboo
5 4 (7.27%) GitLab
5 4 (7.27%) Maven
6 2 (3.64%) JIRA
6 2 (3.64%) TeamCity
6 2 (3.64%) WiX
General
1 7 (12.73%) Advertising
1 7 (12.73%) Automotive
2 3 (5.45%) Telecoms
3 1 (1.82%) Back Office
3 1 (1.82%) Front Office
3 1 (1.82%) Marketing
Job Titles
1 13 (23.64%) DevOps Engineer
2 12 (21.82%) Developer
3 9 (16.36%) Systems Engineer
4 7 (12.73%) Open Source Developer
5 6 (10.91%) Support Engineer
6 5 (9.09%) Administrator
6 5 (9.09%) Big Data Developer
6 5 (9.09%) Systems Administrator
7 4 (7.27%) Infrastructure Engineer
7 4 (7.27%) Linux Administrator
7 4 (7.27%) Linux Systems Administrator
7 4 (7.27%) Software Developer
7 4 (7.27%) Technical Engineer
7 4 (7.27%) Technical Support
7 4 (7.27%) Technical Support Engineer
8 3 (5.45%) 1st Line Engineer
8 3 (5.45%) 1st Line Support
8 3 (5.45%) 1st Line Support Engineer
8 3 (5.45%) Architect
8 3 (5.45%) Python Developer
Libraries, Frameworks & Software Standards
1 9 (16.36%) ActiveMQ
1 9 (16.36%) AngularJS
1 9 (16.36%) Apache Camel
1 9 (16.36%) Apache CXF
1 9 (16.36%) D3.js
1 9 (16.36%) Drools
1 9 (16.36%) Elastic Stack
1 9 (16.36%) jBPM
1 9 (16.36%) Node.js
2 4 (7.27%) JSON
2 4 (7.27%) REST
2 4 (7.27%) Web Services
3 3 (5.45%) Java SE
3 3 (5.45%) Middleware
3 3 (5.45%) Ruby on Rails
3 3 (5.45%) Spring
4 2 (3.64%) Celery
4 2 (3.64%) SQLAlchemy
4 2 (3.64%) Twisted
4 2 (3.64%) wxWidgets
Miscellaneous
1 10 (18.18%) Data Centre
2 9 (16.36%) Computer Science
2 9 (16.36%) Greenfield Project
3 5 (9.09%) Analytical Skills
4 4 (7.27%) Client/Server
4 4 (7.27%) Public Cloud
5 3 (5.45%) Clustering
5 3 (5.45%) Replication
6 1 (1.82%) Private Cloud
6 1 (1.82%) Virtual Team
Operating Systems
1 55 (100.00%) Linux
2 41 (74.55%) CentOS
3 20 (36.36%) Windows
4 19 (34.55%) Debian
5 9 (16.36%) Red Hat Enterprise Linux
6 7 (12.73%) Unix
6 7 (12.73%) Windows Server
6 7 (12.73%) Windows Server 2012
7 6 (10.91%) Windows Server 2003
8 4 (7.27%) Windows 10
9 3 (5.45%) Windows Server 2008
10 2 (3.64%) Kali Linux
10 2 (3.64%) Windows 7
10 2 (3.64%) Windows 8
11 1 (1.82%) Fedora
Processes & Methodologies
1 16 (29.09%) DevOps
2 15 (27.27%) Agile Software Development
2 15 (27.27%) Open Source
3 13 (23.64%) BDD
3 13 (23.64%) Scrum
3 13 (23.64%) TDD
4 9 (16.36%) Configuration Management
4 9 (16.36%) Load Balancing
4 9 (16.36%) Open Source Development
5 8 (14.55%) Continuous Integration
5 8 (14.55%) Microservices
6 7 (12.73%) Business Intelligence
7 5 (9.09%) ITIL
7 5 (9.09%) Logistics
7 5 (9.09%) Task Automation
7 5 (9.09%) Test Automation
8 4 (7.27%) Continuous Deployment
8 4 (7.27%) Network Virtualisation
8 4 (7.27%) Performance Optimisation
8 4 (7.27%) Release Automation
Programming Languages
1 30 (54.55%) Python
2 25 (45.45%) Bash Shell
3 18 (32.73%) SQL
4 11 (20.00%) Perl
5 10 (18.18%) PHP
5 10 (18.18%) Ruby
6 9 (16.36%) Jython
7 8 (14.55%) Java
7 8 (14.55%) PowerShell
8 4 (7.27%) C
8 4 (7.27%) JavaScript
8 4 (7.27%) Scala
9 3 (5.45%) Shell Script
10 2 (3.64%) C#
Qualifications
1 7 (12.73%) Degree
2 4 (7.27%) Computer Science Degree
2 4 (7.27%) HND
3 3 (5.45%) SC Cleared
3 3 (5.45%) Security Cleared
4 1 (1.82%) AWS Certification
4 1 (1.82%) CCNA
4 1 (1.82%) Cisco Certification
4 1 (1.82%) MCP
4 1 (1.82%) MCSE
4 1 (1.82%) Microsoft Certification
Quality Assurance & Compliance
1 9 (16.36%) SLA
2 3 (5.45%) ISO 22301
2 3 (5.45%) ISO 9001
2 3 (5.45%) ISO/IEC 27001
2 3 (5.45%) PCI DSS
System Software
1 26 (47.27%) Docker
2 10 (18.18%) VMware Infrastructure
3 9 (16.36%) Active Directory
4 8 (14.55%) vSphere
5 7 (12.73%) Hyper-V
5 7 (12.73%) VMware ESXi
6 2 (3.64%) KVM
6 2 (3.64%) Terminal Services
6 2 (3.64%) VirtualBox
7 1 (1.82%) vCloud
Systems Management
1 24 (43.64%) Opscode Chef
1 24 (43.64%) Puppet
2 23 (41.82%) Ansible
3 10 (18.18%) Kubernetes
4 7 (12.73%) ZABBIX
5 6 (10.91%) Nagios
6 4 (7.27%) Salt
6 4 (7.27%) Terraform
7 3 (5.45%) Failover Clustering
7 3 (5.45%) Opsview
7 3 (5.45%) vMotion
7 3 (5.45%) WMI
7 3 (5.45%) WSUS
8 2 (3.64%) Backup Exec
8 2 (3.64%) Graphite
8 2 (3.64%) HAProxy
8 2 (3.64%) Nessus
8 2 (3.64%) NetBackup
8 2 (3.64%) Nmap
8 2 (3.64%) SCCM
Vendors
1 23 (41.82%) Red Hat
1 23 (41.82%) VMware
2 9 (16.36%) Talend
3 8 (14.55%) Rackspace
4 7 (12.73%) Microsoft
5 6 (10.91%) Cisco
5 6 (10.91%) Citrix
5 6 (10.91%) Juniper
6 4 (7.27%) AppDynamics
6 4 (7.27%) New Relic
7 3 (5.45%) Barracuda Networks
7 3 (5.45%) F5
8 2 (3.64%) CA
8 2 (3.64%) Dell
8 2 (3.64%) EMC
8 2 (3.64%) Qualys
8 2 (3.64%) SaltStack
8 2 (3.64%) SolarWinds
8 2 (3.64%) Splunk
8 2 (3.64%) Veeam