The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Ganglia skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Ganglia over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Ganglia
UK / England
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 856 884 912
Rank change year-on-year +28 +28  
Permanent jobs citing Ganglia 11 21 41
As % of all permanent IT jobs advertised in England 0.013% 0.023% 0.039%
As % of the Systems Management category 0.15% 0.27% 0.51%
Number of salaries quoted 8 21 35
Median salary £65,000 £54,000 £52,500
Median salary % change year-on-year +20.37% +2.85%  
90% offered a salary of more than £57,750 £40,000 £44,750
10% offered a salary of more than £67,500 £57,500 £67,500
UK excluding London median salary - £54,000 £52,500
% change year-on-year - +2.85%  

Ganglia is in the systems management skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for systems management skills.

Systems Management Skills
England
Permanent job vacancies with a requirement for systems management skills 7509 7863 7972
As % of all permanent IT job vacancies advertised in England 8.93% 8.62% 7.67%
Number of salaries quoted 6122 6503 6341
Median salary £57,500 £52,500 £50,000
Median salary % change year-on-year +9.52% +5.00%  
90% offered a salary of more than £35,000 £35,000 £33,000
10% offered a salary of more than £82,500 £70,000 £75,000
UK excluding London median salary £46,000 £45,000 £44,750
% change year-on-year +2.22% +0.55%  

Ganglia
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Ganglia as a proportion of all permanent or contract IT jobs with a match in the Systems Management category.

Job vacancy trend for Ganglia in England

Ganglia
Salary Trend in England

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

Salary trend for Ganglia in England

Ganglia
Salary Histogram in England

The salary distribution of IT jobs citing Ganglia in England over the 3 months to 26 June 2017.

Salary histogram for Ganglia in England

Ganglia
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Ganglia within the England region over the 3 months to 26 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
London +32 8 £65,000 -23.52%
North West - 3 - -
Ganglia
UK

For the 6 months to 26 June 2017, IT jobs citing Ganglia 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 England region with a requirement for Ganglia.

1 27 (79.41%) Linux
2 22 (64.71%) Windows
3 18 (52.94%) Load Balancing
4 17 (50.00%) Oracle
5 16 (47.06%) Nagios
6 15 (44.12%) Configuration Management
6 15 (44.12%) Unix
6 15 (44.12%) Clustering
6 15 (44.12%) Amazon AWS
6 15 (44.12%) DevOps
7 14 (41.18%) Banking
8 13 (38.24%) Opscode Chef
8 13 (38.24%) SQL Server
8 13 (38.24%) Netcool
9 12 (35.29%) Capacity Management
10 11 (32.35%) Incident Management
10 11 (32.35%) Java
10 11 (32.35%) AIX
10 11 (32.35%) Python
10 11 (32.35%) AppDynamics
11 10 (29.41%) Analytical Skills
11 10 (29.41%) Ansible
11 10 (29.41%) JBoss
11 10 (29.41%) SQL
11 10 (29.41%) Test Scripting
12 9 (26.47%) Tomcat
12 9 (26.47%) Graphite
13 8 (23.53%) Docker
13 8 (23.53%) Performance Tuning
13 8 (23.53%) Perl

Ganglia
Co-occurring IT Skills in England 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 (29.41%) JBoss
2 9 (26.47%) Tomcat
3 8 (23.53%) IIS
4 3 (8.82%) OpenStack
5 2 (5.88%) Apache
6 1 (2.94%) Apache Pig
6 1 (2.94%) Confluence
6 1 (2.94%) MS Exchange
6 1 (2.94%) WebSphere
Applications
1 2 (5.88%) Microsoft Excel
Cloud Services
1 15 (44.12%) Amazon AWS
2 6 (17.65%) Microsoft Azure
3 2 (5.88%) OpenShift
Communications & Networking
1 7 (20.59%) TCP/IP
2 5 (14.71%) Internet
3 3 (8.82%) Firewall
3 3 (8.82%) VoIP
3 3 (8.82%) VPN
4 1 (2.94%) Kerberos
4 1 (2.94%) SAN
Database & Business Intelligence
1 13 (38.24%) SQL Server
2 8 (23.53%) Oracle Database
3 4 (11.76%) MySQL
4 2 (5.88%) MS Access
5 1 (2.94%) Apache Hive
5 1 (2.94%) BusinessObjects
5 1 (2.94%) Hadoop
5 1 (2.94%) Oracle Database 10g
5 1 (2.94%) PostgreSQL
Development Applications
1 7 (20.59%) Jenkins
2 5 (14.71%) Git (software)
3 3 (8.82%) JMeter
3 3 (8.82%) JUnit
3 3 (8.82%) RSpec
3 3 (8.82%) Vagrant
4 2 (5.88%) Atlassian Bamboo
4 2 (5.88%) SQL Server Management Studio (SSMS)
5 1 (2.94%) JIRA
5 1 (2.94%) Sonatype Nexus
5 1 (2.94%) Subversion
General
1 14 (41.18%) Banking
2 3 (8.82%) Retail
3 2 (5.88%) Finance
Job Titles
1 8 (23.53%) DevOps Engineer
2 6 (17.65%) Analyst
3 5 (14.71%) Infrastructure Engineer
4 4 (11.76%) AWS Engineer
4 4 (11.76%) Linux Engineer
4 4 (11.76%) Senior Infrastructure Engineer
4 4 (11.76%) Unix Support
5 3 (8.82%) AWS DevOps
5 3 (8.82%) AWS DevOps Engineer
5 3 (8.82%) Linux DevOps Engineer
5 3 (8.82%) Linux/Unix DevOps
5 3 (8.82%) Support Analyst
5 3 (8.82%) Unix Analyst
5 3 (8.82%) Unix Support Analyst
6 2 (5.88%) Administrator
6 2 (5.88%) Applications Support
6 2 (5.88%) DBA
6 2 (5.88%) Oracle DBA
6 2 (5.88%) Support Specialist
6 2 (5.88%) Technical Engineer
Libraries, Frameworks & Software Standards
1 5 (14.71%) Middleware
1 5 (14.71%) Web Services
2 4 (11.76%) Sensu
3 3 (8.82%) libvirt
4 1 (2.94%) .NET
Miscellaneous
1 15 (44.12%) Clustering
2 10 (29.41%) Analytical Skills
3 3 (8.82%) Mainframe
4 2 (5.88%) Linux Command Line
Operating Systems
1 27 (79.41%) Linux
2 22 (64.71%) Windows
3 15 (44.12%) Unix
4 11 (32.35%) AIX
5 1 (2.94%) Windows Server
5 1 (2.94%) Windows Server 2008
5 1 (2.94%) Windows Server 2012
Processes & Methodologies
1 18 (52.94%) Load Balancing
2 15 (44.12%) Configuration Management
2 15 (44.12%) DevOps
3 12 (35.29%) Capacity Management
4 11 (32.35%) Incident Management
5 10 (29.41%) Test Scripting
6 8 (23.53%) Performance Tuning
7 7 (20.59%) E-Commerce
7 7 (20.59%) High Availability
8 5 (14.71%) Business Continuity
8 5 (14.71%) Disaster Recovery
8 5 (14.71%) IT Strategy
8 5 (14.71%) Open Source
9 4 (11.76%) Capacity Planning
9 4 (11.76%) Continuous Integration
10 3 (8.82%) Agile Software Development
10 3 (8.82%) Asset Management
10 3 (8.82%) Migration
10 3 (8.82%) Performance Testing
10 3 (8.82%) Unit Testing
Programming Languages
1 11 (32.35%) Java
1 11 (32.35%) Python
2 10 (29.41%) SQL
3 8 (23.53%) Bash Shell
3 8 (23.53%) Perl
3 8 (23.53%) Ruby
4 1 (2.94%) C
4 1 (2.94%) Groovy
4 1 (2.94%) PL/SQL
4 1 (2.94%) Shell Script
Quality Assurance & Compliance
1 1 (2.94%) Data Quality
System Software
1 8 (23.53%) Docker
2 3 (8.82%) KVM
2 3 (8.82%) Xen
3 1 (2.94%) Active Directory
3 1 (2.94%) HDFS
3 1 (2.94%) NFS
3 1 (2.94%) VMware Infrastructure
Systems Management
1 16 (47.06%) Nagios
2 13 (38.24%) Netcool
2 13 (38.24%) Opscode Chef
3 10 (29.41%) Ansible
4 9 (26.47%) Graphite
5 8 (23.53%) Puppet
6 7 (20.59%) ZABBIX
7 5 (14.71%) Riemann
8 3 (8.82%) Docker Swarm
8 3 (8.82%) Kubernetes
8 3 (8.82%) Mesos
8 3 (8.82%) SCOM
8 3 (8.82%) StatsD
9 2 (5.88%) Terraform
10 1 (2.94%) BMC PATROL
10 1 (2.94%) CA Single Sign-On
10 1 (2.94%) CA Wily
10 1 (2.94%) Cacti
10 1 (2.94%) OpenView
10 1 (2.94%) Tivoli
Vendors
1 17 (50.00%) Oracle
2 11 (32.35%) AppDynamics
3 5 (14.71%) Microsoft
4 3 (8.82%) ServiceNow
4 3 (8.82%) Snow
4 3 (8.82%) TOWER Software
5 2 (5.88%) Dell
5 2 (5.88%) Tableau
6 1 (2.94%) Ab Initio
6 1 (2.94%) BMC
6 1 (2.94%) CA
6 1 (2.94%) Cloudera
6 1 (2.94%) HP
6 1 (2.94%) New Relic
6 1 (2.94%) SaltStack
6 1 (2.94%) SAP
6 1 (2.94%) SGI
6 1 (2.94%) TIBCO
6 1 (2.94%) VMware