The following table provides summary statistics for permanent job vacancies advertised in Berkshire with a requirement for Ubuntu skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Ubuntu over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Ubuntu Linux
South East / Berkshire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 154 164 200
Rank change year-on-year +10 +36  
Permanent jobs citing Ubuntu 29 49 24
As % of all permanent IT jobs advertised in Berkshire 0.89% 1.10% 0.47%
As % of the Operating Systems category 3.06% 3.72% 1.85%
Number of salaries quoted 28 43 22
Median salary £59,500 £50,000 £25,250
Median salary % change year-on-year +19.00% +98.01%  
90% offered a salary of more than £36,000 £37,500 £22,500
10% offered a salary of more than £65,000 £68,300 £50,000
UK excluding London median salary £42,500 £42,500 £45,000
% change year-on-year - -5.55%  

Ubuntu is in the operating system skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Berkshire with a requirement for operating system skills.

Operating System Skills
Berkshire
Permanent job vacancies with a requirement for operating system skills 949 1316 1294
As % of all permanent IT job vacancies advertised in Berkshire 29.02% 29.55% 25.12%
Number of salaries quoted 792 1144 1002
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50%  
90% offered a salary of more than £25,000 £28,500 £22,500
10% offered a salary of more than £65,000 £65,000 £67,500
UK excluding London median salary £37,500 £37,500 £37,500

Ubuntu
Job Vacancy Trend in Berkshire

The job posting trend of jobs advertised in Berkshire citing Ubuntu as a proportion of all permanent or contract IT jobs with a match in the Operating Systems category.

Job vacancy trend for Ubuntu in Berkshire

Ubuntu
Salary Trend in Berkshire

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

Salary trend for Ubuntu in Berkshire

Ubuntu
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Ubuntu in Berkshire over the 3 months to 25 June 2017.

Salary histogram for Ubuntu in Berkshire

Ubuntu
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Ubuntu within the Berkshire region over the 3 months to 25 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading +20 18 £40,000 -20.00% 5
Ascot - 11 £65,000 -
Ubuntu
South East

For the 6 months to 25 June 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 Berkshire region with a requirement for Ubuntu.

1 69 (100.00%) Linux
2 47 (68.12%) Debian
3 43 (62.32%) Python
4 41 (59.42%) Docker
5 39 (56.52%) CentOS
6 38 (55.07%) nginx
7 33 (47.83%) PostgreSQL
8 32 (46.38%) Ansible
9 31 (44.93%) Open Source
9 31 (44.93%) Scrum
9 31 (44.93%) Agile Software Development
10 30 (43.48%) TDD
11 25 (36.23%) Red Hat
12 22 (31.88%) Web Services
12 22 (31.88%) QA
12 22 (31.88%) Django
12 22 (31.88%) Unit Testing
12 22 (31.88%) Information Architecture
12 22 (31.88%) RESTful
12 22 (31.88%) Apache Cassandra
12 22 (31.88%) GitLab
12 22 (31.88%) Flask
12 22 (31.88%) uWSGI
12 22 (31.88%) Celery
13 21 (30.43%) Puppet
14 20 (28.99%) Mobile App
14 20 (28.99%) MySQL
15 19 (27.54%) Bash Shell
15 19 (27.54%) KVM
16 18 (26.09%) DevOps

Ubuntu
Co-occurring IT Skills in Berkshire 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 38 (55.07%) nginx
2 22 (31.88%) uWSGI
3 17 (24.64%) Apache
4 10 (14.49%) Elasticsearch
5 4 (5.80%) Tomcat
6 3 (4.35%) Eucalyptus
7 1 (1.45%) CMS
7 1 (1.45%) Exchange Server 2013
7 1 (1.45%) IIS
7 1 (1.45%) OpenStack
7 1 (1.45%) SharePoint
7 1 (1.45%) SharePoint 2010
7 1 (1.45%) Skype for Business
Applications
1 1 (1.45%) Microsoft Office
Cloud Services
1 13 (18.84%) Amazon AWS
2 10 (14.49%) SaaS
3 8 (11.59%) Amazon EC2
4 3 (4.35%) Amazon S3
5 1 (1.45%) IaaS
5 1 (1.45%) Microsoft Azure
5 1 (1.45%) Office 365
Communications & Networking
1 16 (23.19%) DNS
2 15 (21.74%) TCP/IP
3 11 (15.94%) DHCP
4 4 (5.80%) SSH
5 3 (4.35%) Firewall
6 2 (2.90%) SAN
7 1 (1.45%) BGP
7 1 (1.45%) Fibre Channel
7 1 (1.45%) HTTP
7 1 (1.45%) Intranet
7 1 (1.45%) iSCSI
7 1 (1.45%) LAN
7 1 (1.45%) OSPF
7 1 (1.45%) PBX
7 1 (1.45%) Skype
7 1 (1.45%) SMTP
7 1 (1.45%) Software-Defined Networking
7 1 (1.45%) SSL
7 1 (1.45%) WAN
Database & Business Intelligence
1 33 (47.83%) PostgreSQL
2 22 (31.88%) Apache Cassandra
3 20 (28.99%) MySQL
4 11 (15.94%) NoSQL
5 10 (14.49%) Hadoop
5 10 (14.49%) Redis
6 9 (13.04%) MongoDB
7 8 (11.59%) Neo4j
7 8 (11.59%) Pentaho
7 8 (11.59%) SQLite
8 7 (10.14%) Big Data
9 2 (2.90%) InfluxDB
9 2 (2.90%) SQL Server
10 1 (1.45%) DB2
10 1 (1.45%) Informix
10 1 (1.45%) SQL Server 2008
Development Applications
1 22 (31.88%) GitLab
2 8 (11.59%) Talend Open Studio
3 6 (8.70%) Jenkins
4 3 (4.35%) Git (software)
5 1 (1.45%) Eclipse
5 1 (1.45%) Maven
General
1 4 (5.80%) Automotive
2 1 (1.45%) Back Office
2 1 (1.45%) Finance
2 1 (1.45%) Front Office
Job Titles
1 32 (46.38%) Developer
2 19 (27.54%) Python Developer
3 16 (23.19%) Django Developer
3 16 (23.19%) Python/Django Developer
4 13 (18.84%) Systems Engineer
5 9 (13.04%) Infrastructure Engineer
6 8 (11.59%) Open Source Developer
6 8 (11.59%) Senior Infrastructure Engineer
7 6 (8.70%) Big Data Developer
8 4 (5.80%) Administrator
8 4 (5.80%) DevOps Engineer
8 4 (5.80%) Linux Administrator
8 4 (5.80%) Linux Systems Administrator
8 4 (5.80%) Systems Administrator
9 3 (4.35%) Linux Engineer
9 3 (4.35%) Linux Systems Engineer
9 3 (4.35%) Senior Linux Engineer
9 3 (4.35%) Senior Systems Engineer
9 3 (4.35%) Unix Administrator
9 3 (4.35%) Unix Systems Administrator
Libraries, Frameworks & Software Standards
1 22 (31.88%) Celery
1 22 (31.88%) Django
1 22 (31.88%) Flask
1 22 (31.88%) RESTful
1 22 (31.88%) Web Services
2 9 (13.04%) AngularJS
3 8 (11.59%) ActiveMQ
3 8 (11.59%) Apache Camel
3 8 (11.59%) Apache CXF
3 8 (11.59%) D3.js
3 8 (11.59%) Drools
3 8 (11.59%) jBPM
3 8 (11.59%) Node.js
4 7 (10.14%) Elastic Stack
5 3 (4.35%) LAMP
5 3 (4.35%) LAPP Stack
6 2 (2.90%) CSS
6 2 (2.90%) HTML
7 1 (1.45%) Java EE
7 1 (1.45%) XML
Miscellaneous
1 20 (28.99%) Mobile App
2 8 (11.59%) Greenfield Project
3 3 (4.35%) Data Centre
3 3 (4.35%) Private Cloud
4 2 (2.90%) Linux Command Line
5 1 (1.45%) Analytical Skills
5 1 (1.45%) Computer Science
5 1 (1.45%) Enterprise Software
5 1 (1.45%) Public Cloud
5 1 (1.45%) Virtual Team
Operating Systems
1 69 (100.00%) Linux
2 47 (68.12%) Debian
3 39 (56.52%) CentOS
4 9 (13.04%) Unix
5 4 (5.80%) Red Hat Enterprise Linux
5 4 (5.80%) Windows
6 2 (2.90%) Windows Server
6 2 (2.90%) Windows Server 2008
6 2 (2.90%) Windows Server 2012
7 1 (1.45%) AIX
7 1 (1.45%) Fedora
7 1 (1.45%) HPUX
7 1 (1.45%) Windows 10
7 1 (1.45%) Windows 7
7 1 (1.45%) Windows Server 2003
Processes & Methodologies
1 31 (44.93%) Agile Software Development
1 31 (44.93%) Open Source
1 31 (44.93%) Scrum
2 30 (43.48%) TDD
3 22 (31.88%) Information Architecture
3 22 (31.88%) Unit Testing
4 18 (26.09%) DevOps
5 10 (14.49%) Load Balancing
5 10 (14.49%) Open Source Development
6 9 (13.04%) Cybersecurity
7 8 (11.59%) BDD
7 8 (11.59%) Mentoring
8 7 (10.14%) Logistics
9 5 (7.25%) Configuration Management
10 4 (5.80%) Business Intelligence
11 3 (4.35%) Capacity Planning
11 3 (4.35%) Database Tuning
11 3 (4.35%) Prototyping
11 3 (4.35%) Time Management
12 2 (2.90%) Web Development
Programming Languages
1 43 (62.32%) Python
2 19 (27.54%) Bash Shell
3 16 (23.19%) SQL
4 13 (18.84%) Perl
5 8 (11.59%) Jython
6 7 (10.14%) Java
7 5 (7.25%) JavaScript
7 5 (7.25%) PHP
8 4 (5.80%) Ruby
9 1 (1.45%) PowerShell
Qualifications
1 11 (15.94%) Security Cleared
2 9 (13.04%) SC Cleared
3 2 (2.90%) Degree
4 1 (1.45%) CCNA
4 1 (1.45%) Cisco Certification
4 1 (1.45%) HND
4 1 (1.45%) MCP
4 1 (1.45%) MCSE
4 1 (1.45%) Microsoft Certification
Quality Assurance & Compliance
1 22 (31.88%) QA
System Software
1 41 (59.42%) Docker
2 19 (27.54%) KVM
3 13 (18.84%) Hyper-V
4 11 (15.94%) Varnish
4 11 (15.94%) Xen
5 10 (14.49%) VMware Infrastructure
6 9 (13.04%) VMware ESXi
7 8 (11.59%) VirtualBox
8 2 (2.90%) Active Directory
9 1 (1.45%) Terminal Services
9 1 (1.45%) vCloud
9 1 (1.45%) vSphere
Systems Management
1 32 (46.38%) Ansible
2 21 (30.43%) Puppet
3 14 (20.29%) Nagios
3 14 (20.29%) Opscode Chef
4 8 (11.59%) Cobbler
5 4 (5.80%) ZABBIX
6 3 (4.35%) Grafana
6 3 (4.35%) Icinga
7 2 (2.90%) Graphite
7 2 (2.90%) Riemann
8 1 (1.45%) Backup Exec
8 1 (1.45%) cPanel
8 1 (1.45%) HP Data Protector
8 1 (1.45%) Kubernetes
8 1 (1.45%) NetBackup
8 1 (1.45%) Plesk
Vendors
1 25 (36.23%) Red Hat
2 17 (24.64%) VMware
3 11 (15.94%) Juniper
4 8 (11.59%) Rackspace
4 8 (11.59%) Talend
5 2 (2.90%) Cisco
5 2 (2.90%) HP
5 2 (2.90%) Microsoft
6 1 (1.45%) 3PAR
6 1 (1.45%) arcserve
6 1 (1.45%) CheckPoint
6 1 (1.45%) CommVault
6 1 (1.45%) EMC
6 1 (1.45%) F5
6 1 (1.45%) Kaspersky
6 1 (1.45%) NetApp
6 1 (1.45%) Oracle
6 1 (1.45%) Sybase
6 1 (1.45%) Veeam
6 1 (1.45%) Veritas
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