The table below looks at the statistics for Linux skills in IT jobs advertised for the Cheltenham region. Included is a guide to the salaries offered in IT jobs that have cited Linux over the 3 months to 28 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Aug 2016
Same period 2015 Same period 2014
Linux
Rank 8 12 29
Rank change year-on-year
+4 +17
Permanent jobs citing Linux 82 57 22
As % of all permanent IT jobs located in Cheltenham 19.66% 17.70% 8.00%
As % of the Operating Systems category 71.30% 60.64% 23.91%
Number of salaries quoted 70 51 17
Median salary £52,500 £40,000 £29,000
Median salary % change year-on-year
+31.25% +37.93%
90% offered a salary of more than £37,500 £30,000 £21,600
10% offered a salary of more than £65,000 £65,000 £51,500
UK excluding London median salary £45,000 £41,500 £40,000
% change year-on-year
+8.43% +3.75%
Linux
Gloucestershire

The following table is for comparison with the above and provides statistics for the entire Operating Systems category in permanent jobs advertised in the Cheltenham region.

Operating Systems Category
Cheltenham
Permanent IT job ads with a match in the
Operating Systems category
115 94 92
As % of all permanent IT jobs located in Cheltenham 27.58% 29.19% 33.45%
Number of salaries quoted 101 82 76
Median salary £47,500 £39,000 £35,000
Median salary % change year-on-year
+21.79% +11.42%
90% offered a salary of more than £37,500 £30,000 £24,000
10% offered a salary of more than £65,000 £43,000 £65,000
UK excluding London median salary £38,500 £37,500 £36,500
% change year-on-year
+2.66% +2.73%

Linux
Jobs Demand Trend in Cheltenham

The demand trend of job ads across the Cheltenham region citing Linux as a proportion of all IT jobs with a match in the Operating Systems category.

Linux Jobs Demand Trend in Cheltenham

Linux
Salary Trend in Cheltenham

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Linux across the Cheltenham region.

Linux Salary Trend in Cheltenham

Linux
Salary Histogram in Cheltenham

This chart provides a salary histogram for IT jobs citing Linux across the Cheltenham region over the 3 months to 28 August 2016.

Linux Salary Histogram in Cheltenham

Linux
Top 30 Related IT Skills in Cheltenham

For the 6 months to 28 August 2016, IT jobs citing Linux 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 Cheltenham region with a requirement for Linux.

1 91 (57.59%) Windows
2 72 (45.57%) Agile Software Development
3 69 (43.67%) Security Cleared
4 67 (42.41%) Python
5 62 (39.24%) Java
6 55 (34.81%) Software Engineering
7 54 (34.18%) Cybersecurity
8 51 (32.28%) DV Cleared
9 48 (30.38%) C++
10 42 (26.58%) C#
11 41 (25.95%) Telecoms
11 41 (25.95%) Integration Testing
12 39 (24.68%) Scrum
13 38 (24.05%) Ruby
14 36 (22.78%) Finance
15 35 (22.15%) MongoDB
16 33 (20.89%) NoSQL
16 33 (20.89%) Analytical Skills
16 33 (20.89%) Web Services
17 32 (20.25%) JBoss
17 32 (20.25%) Git (software)
18 31 (19.62%) JIRA
18 31 (19.62%) TDD
19 30 (18.99%) OO
19 30 (18.99%) SQL
19 30 (18.99%) BDD
19 30 (18.99%) SaaS
19 30 (18.99%) Big Data
20 29 (18.35%) TCP/IP
20 29 (18.35%) Android

Linux
Top Related IT Skills in Cheltenham 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 32 (20.25%) JBoss
2 23 (14.56%) Mule
2 23 (14.56%) Mule ESB
2 23 (14.56%) Tomcat
3 9 (5.70%) WebLogic
3 9 (5.70%) WebSphere
4 7 (4.43%) MS Exchange
5 6 (3.80%) Apache
5 6 (3.80%) Apache Pig
6 5 (3.16%) Confluence
7 4 (2.53%) Apache Spark
7 4 (2.53%) IIS
8 3 (1.90%) Elasticsearch
9 1 (0.63%) Apache Solr
9 1 (0.63%) Exchange Server 2010
9 1 (0.63%) Exchange Server 2013
9 1 (0.63%) SAS
9 1 (0.63%) SharePoint
9 1 (0.63%) Skype for Business
Applications
1 1 (0.63%) MS Excel
Business Applications
1 24 (15.19%) SAP Oil and Gas
2 4 (2.53%) Oracle Applications
2 4 (2.53%) Oracle EBS R12
Cloud Services
1 30 (18.99%) SaaS
2 25 (15.82%) Amazon AWS
3 23 (14.56%) Amazon EC2
4 6 (3.80%) Cloud Computing
Communications & Networking
1 29 (18.35%) TCP/IP
2 23 (14.56%) Firewall
3 17 (10.76%) DNS
3 17 (10.76%) Internet
4 12 (7.59%) Intrusion Detection
5 11 (6.96%) HTTP
6 10 (6.33%) LAN
6 10 (6.33%) WAN
7 9 (5.70%) SMTP
8 8 (5.06%) VPN
9 7 (4.43%) DHCP
9 7 (4.43%) SAN
10 5 (3.16%) BGP
10 5 (3.16%) Cisco Nexus
10 5 (3.16%) EIGRP
10 5 (3.16%) MPLS
10 5 (3.16%) OSPF
10 5 (3.16%) SSL
10 5 (3.16%) VoIP
10 5 (3.16%) VRRP
Database & Business Intelligence
1 35 (22.15%) MongoDB
2 33 (20.89%) NoSQL
3 30 (18.99%) Big Data
4 23 (14.56%) Amazon DynamoDB
5 18 (11.39%) MySQL
6 14 (8.86%) SQL Server
7 11 (6.96%) Hadoop
8 10 (6.33%) OrientDB
9 6 (3.80%) Apache Hive
10 4 (2.53%) Apache Accumulo
10 4 (2.53%) Oracle Database
10 4 (2.53%) Oracle Database 12c
11 2 (1.27%) Apache Cassandra
11 2 (1.27%) GIS
11 2 (1.27%) IBM InfoSphere
11 2 (1.27%) Neo4j
12 1 (0.63%) Data Mining
12 1 (0.63%) Data Warehouse
12 1 (0.63%) Oracle Reports
12 1 (0.63%) SQL Server 2005
Development Applications
1 32 (20.25%) Git (software)
2 31 (19.62%) JIRA
3 24 (15.19%) JUnit
4 23 (14.56%) IntelliJ
5 14 (8.86%) Selenium
6 10 (6.33%) Jenkins
7 6 (3.80%) LoadRunner
7 6 (3.80%) RSpec
8 5 (3.16%) Cucumber
9 3 (1.90%) Atlassian Bamboo
9 3 (1.90%) JMeter
9 3 (1.90%) Subversion
10 2 (1.27%) Maven
10 2 (1.27%) WATIR
11 1 (0.63%) Ant
11 1 (0.63%) ClearCase
11 1 (0.63%) Eclipse
11 1 (0.63%) Rational DOORS
11 1 (0.63%) Visual Studio
11 1 (0.63%) WinDbg
General
1 41 (25.95%) Telecoms
2 36 (22.78%) Finance
3 26 (16.46%) Electronics
3 26 (16.46%) Manufacturing
4 24 (15.19%) Marketing
5 23 (14.56%) Retail
6 1 (0.63%) Advertising
6 1 (0.63%) Aerospace
Job Titles
1 39 (24.68%) Developer
2 24 (15.19%) Java Developer
3 21 (13.29%) Analyst
4 16 (10.13%) Senior Developer
4 16 (10.13%) Senior Java Developer
5 14 (8.86%) Consultant
5 14 (8.86%) Software Engineer
5 14 (8.86%) Technical Consultant
6 12 (7.59%) DV Cleared Technical Consultant
6 12 (7.59%) SC Cleared Technical Consultant
7 9 (5.70%) Security Analyst
7 9 (5.70%) Senior Analyst
7 9 (5.70%) Senior Security Analyst
7 9 (5.70%) Software Developer
7 9 (5.70%) Test Manager
8 8 (5.06%) Cybersecurity Analyst
8 8 (5.06%) Infrastructure Engineer
8 8 (5.06%) Senior Cybersecurity Analyst
8 8 (5.06%) Test Engineer
9 7 (4.43%) Research Engineer
Libraries, Frameworks & Software Standards
1 33 (20.89%) Web Services
2 24 (15.19%) JSON
2 24 (15.19%) REST
3 23 (14.56%) Apache Camel
3 23 (14.56%) Hibernate
3 23 (14.56%) JPA
3 23 (14.56%) SOAP
3 23 (14.56%) Spring
3 23 (14.56%) Spring Integration
3 23 (14.56%) Spring MVC
3 23 (14.56%) XML
4 15 (9.49%) CSS
5 14 (8.86%) HTML
6 12 (7.59%) HTML5
7 9 (5.70%) CSS3
7 9 (5.70%) J2EE
7 9 (5.70%) Java SE
8 6 (3.80%) Java EE
8 6 (3.80%) STL
9 4 (2.53%) LAMP
Miscellaneous
1 33 (20.89%) Analytical Skills
2 25 (15.82%) Cybercrime
3 13 (8.23%) Visualisation
4 12 (7.59%) iPhone
5 11 (6.96%) Cryptography
6 9 (5.70%) Computer Science
6 9 (5.70%) Digital Media
7 8 (5.06%) Data Centre
7 8 (5.06%) Internet of Things
8 5 (3.16%) Cyberthreat
8 5 (3.16%) PKI
9 4 (2.53%) Algorithms
9 4 (2.53%) Mathematics
9 4 (2.53%) VHDL
10 3 (1.90%) Cyber Attack
10 3 (1.90%) iPad
11 2 (1.27%) EqualLogic
11 2 (1.27%) Management Information System
Operating Systems
1 91 (57.59%) Windows
2 29 (18.35%) Android
3 26 (16.46%) Unix
4 18 (11.39%) Windows Server
5 17 (10.76%) Apple iOS
6 16 (10.13%) Windows Server 2012
7 15 (9.49%) Mac OS X
8 14 (8.86%) CentOS
9 13 (8.23%) Windows Server 2008
10 12 (7.59%) Red Hat Enterprise Linux
10 12 (7.59%) Windows Phone
11 9 (5.70%) AIX
11 9 (5.70%) Solaris
12 3 (1.90%) Windows Server 2003
13 2 (1.27%) FreeNAS
14 1 (0.63%) Ubuntu
14 1 (0.63%) Windows 10
14 1 (0.63%) Windows 7
Processes & Methodologies
1 72 (45.57%) Agile Software Development
2 55 (34.81%) Software Engineering
3 54 (34.18%) Cybersecurity
4 41 (25.95%) Integration Testing
5 39 (24.68%) Scrum
6 31 (19.62%) TDD
7 30 (18.99%) BDD
7 30 (18.99%) OO
8 28 (17.72%) MVC
8 28 (17.72%) OOP
9 25 (15.82%) E-Commerce
10 24 (15.19%) Business Intelligence
10 24 (15.19%) Digital Marketing
10 24 (15.19%) Programme Management
11 23 (14.56%) Kanban
12 22 (13.92%) Continuous Integration
13 21 (13.29%) Reverse Engineering
14 18 (11.39%) Mobile Development
14 18 (11.39%) Penetration Testing
15 16 (10.13%) Automated Testing
Programming Languages
1 67 (42.41%) Python
2 62 (39.24%) Java
3 48 (30.38%) C++
4 42 (26.58%) C#
5 38 (24.05%) Ruby
6 30 (18.99%) SQL
7 28 (17.72%) C
7 28 (17.72%) JavaScript
8 24 (15.19%) Perl
9 22 (13.92%) Objective-C
10 17 (10.76%) Bash Shell
11 16 (10.13%) PHP
12 9 (5.70%) Shell Script
13 6 (3.80%) VB
14 5 (3.16%) PowerShell
15 4 (2.53%) Scala
16 1 (0.63%) Go
16 1 (0.63%) SAS Macro
Qualifications
1 69 (43.67%) Security Cleared
2 51 (32.28%) DV Cleared
3 19 (12.03%) SC Cleared
4 17 (10.76%) Cisco Certification
5 12 (7.59%) CCNA
6 10 (6.33%) MCSE
6 10 (6.33%) Microsoft Certification
7 9 (5.70%) ISEB
8 7 (4.43%) Degree
9 6 (3.80%) CISSP
9 6 (3.80%) GIAC
9 6 (3.80%) Linux+ Certification
9 6 (3.80%) Network+ Certification
9 6 (3.80%) SANS
9 6 (3.80%) SSCP
10 5 (3.16%) CCNP
10 5 (3.16%) CCNP Voice
10 5 (3.16%) ISTQB
11 4 (2.53%) MCSA
12 3 (1.90%) Sun Certification
Quality Assurance & Compliance
1 5 (3.16%) SLA
System Software
1 21 (13.29%) VMware Infrastructure
2 7 (4.43%) VMware ESX
3 5 (3.16%) Active Directory
3 5 (3.16%) vSphere
4 4 (2.53%) Oracle RAC
4 4 (2.53%) XenApp
5 2 (1.27%) Apache ZooKeeper
Systems Management
1 6 (3.80%) Norton AntiVirus
2 5 (3.16%) Cisco CUCM
2 5 (3.16%) Cisco IPCC
2 5 (3.16%) Cisco UCCE
2 5 (3.16%) Cisco UCCX
3 4 (2.53%) Backup Exec
3 4 (2.53%) NetBackup
3 4 (2.53%) Oracle RMAN
4 3 (1.90%) Puppet
4 3 (1.90%) WSUS
5 2 (1.27%) HP Quality Center
6 1 (0.63%) Opscode Chef
6 1 (0.63%) Tivoli
6 1 (0.63%) Tivoli Storage Manager
Vendors
1 26 (16.46%) VMware
2 25 (15.82%) Apple
3 24 (15.19%) SAP
4 23 (14.56%) Oracle
5 12 (7.59%) Microsoft
6 11 (6.96%) Red Hat
7 10 (6.33%) Cisco
8 7 (4.43%) Symantec
9 5 (3.16%) HP
9 5 (3.16%) Palo Alto
10 4 (2.53%) Citrix
10 4 (2.53%) IBM
10 4 (2.53%) NetApp
11 3 (1.90%) Sophos
11 3 (1.90%) Splunk
12 2 (1.27%) Atlassian
12 2 (1.27%) Dell
12 2 (1.27%) Google
12 2 (1.27%) Rally
13 1 (0.63%) EMC
Cheltenham, Gloucestershire, United Kingdom
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