The table below looks at the statistics for Cacti skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Cacti over the 3 months to 24 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Aug 2016
Same period 2015 Same period 2014
Cacti
Rank 598 627 572
Rank change year-on-year
+29 -55
Permanent jobs citing Cacti 39 49 111
As % of all permanent IT jobs located in London 0.099% 0.11% 0.24%
As % of the Systems Management category 1.00% 1.30% 2.97%
Number of salaries quoted 34 36 103
Median salary £50,000 £55,000 £47,500
Median salary % change year-on-year
-9.09% +15.78%
90% offered a salary of more than £40,000 £41,250 £40,000
10% offered a salary of more than £65,000 £60,000 £68,000
UK excluding London median salary £52,500 £44,750 £40,000
% change year-on-year
+17.31% +11.87%
Cacti
England

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

Systems Management Category
London
Permanent IT job ads with a match in the
Systems Management category
3910 3777 3732
As % of all permanent IT jobs located in London 9.94% 8.51% 7.96%
Number of salaries quoted 3411 3224 3087
Median salary £60,000 £57,500 £52,500
Median salary % change year-on-year
+4.34% +9.52%
90% offered a salary of more than £39,000 £37,500 £37,500
10% offered a salary of more than £80,000 £70,000 £75,000
UK excluding London median salary £46,000 £44,000 £42,500
% change year-on-year
+4.54% +3.52%

Cacti
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Cacti as a proportion of all IT jobs with a match in the Systems Management category.

Cacti Jobs Demand Trend in London

Cacti
Salary Trend in London

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

Cacti Salary Trend in London

Cacti
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Cacti across the London region over the 3 months to 24 August 2016.

Cacti Salary Histogram in London

Cacti
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cacti within the London region over the 3 months to 24 August 2016. 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
(Click see detailed
statistics and trends)
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
Harrow - 3 - -
City of London +61 2 £65,000 +46.06%
Croydon - 1 £37,500 -
Cacti
England

Cacti
Top 30 Related IT Skills in London

For the 6 months to 24 August 2016, IT jobs citing Cacti 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 London region with a requirement for Cacti.

1 73 (76.04%) Nagios
2 66 (68.75%) Cisco
3 55 (57.29%) Linux
4 45 (46.88%) VMware
5 42 (43.75%) Firewall
6 38 (39.58%) Configuration Management
6 38 (39.58%) Cisco Certification
7 32 (33.33%) Apache
7 32 (33.33%) Cisco ASA
7 32 (33.33%) Puppet
8 27 (28.13%) Windows
8 27 (28.13%) MySQL
8 27 (28.13%) VMware Infrastructure
8 27 (28.13%) Data Centre
9 26 (27.08%) Windows Server
10 25 (26.04%) Tomcat
10 25 (26.04%) WAN
11 24 (25.00%) DNS
11 24 (25.00%) CCNP
11 24 (25.00%) LAMP
11 24 (25.00%) Bash Shell
11 24 (25.00%) F5
12 22 (22.92%) Network Security
12 22 (22.92%) CCNA
12 22 (22.92%) Active Directory
12 22 (22.92%) VPN
13 21 (21.88%) CheckPoint
13 21 (21.88%) Python
14 20 (20.83%) High Availability
14 20 (20.83%) CentOS

Cacti
Top Related IT Skills in London 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 (33.33%) Apache
2 25 (26.04%) Tomcat
3 10 (10.42%) Jetty
4 7 (7.29%) nginx
5 5 (5.21%) IIS
6 3 (3.13%) Cloud Foundry
6 3 (3.13%) SharePoint
7 2 (2.08%) CMS
8 1 (1.04%) Confluence
8 1 (1.04%) uWSGI
Applications
1 14 (14.58%) MS Excel
2 3 (3.13%) MS Visio
Cloud Services
1 7 (7.29%) Amazon AWS
1 7 (7.29%) GitHub
2 1 (1.04%) Amazon CloudWatch
2 1 (1.04%) Amazon EC2
2 1 (1.04%) Amazon ELB
2 1 (1.04%) AWS CloudFormation
2 1 (1.04%) AWS Elastic Beanstalk
2 1 (1.04%) Route 53
2 1 (1.04%) SaaS
2 1 (1.04%) Virtual Private Cloud
Communications & Networking
1 42 (43.75%) Firewall
2 32 (33.33%) Cisco ASA
3 25 (26.04%) WAN
4 24 (25.00%) DNS
5 22 (22.92%) Network Security
5 22 (22.92%) VPN
6 19 (19.79%) BGP
6 19 (19.79%) LAN
6 19 (19.79%) TCP/IP
7 18 (18.75%) VoIP
7 18 (18.75%) Wireless
8 17 (17.71%) SMTP
9 14 (14.58%) NAS
9 14 (14.58%) SAN
10 13 (13.54%) Cisco IOS
10 13 (13.54%) Cisco Nexus
11 11 (11.46%) iSCSI
12 9 (9.38%) DHCP
12 9 (9.38%) EIGRP
12 9 (9.38%) Wi-Fi
Database & Business Intelligence
1 27 (28.13%) MySQL
2 11 (11.46%) SQL Server
3 8 (8.33%) MariaDB
3 8 (8.33%) PostgreSQL
4 5 (5.21%) Couchbase
5 1 (1.04%) Amazon DynamoDB
5 1 (1.04%) Amazon RDS
Development Applications
1 15 (15.63%) Git (software)
2 14 (14.58%) Subversion
3 8 (8.33%) Jenkins
4 5 (5.21%) Bitbucket
5 3 (3.13%) JIRA
5 3 (3.13%) Sonatype Nexus
6 1 (1.04%) GitLab
6 1 (1.04%) TeamCity
General
1 16 (16.67%) Games
2 12 (12.50%) Finance
2 12 (12.50%) Telecoms
3 10 (10.42%) Online Betting
4 8 (8.33%) Retail
5 5 (5.21%) Banking
5 5 (5.21%) Marketing
6 1 (1.04%) Publishing
Job Titles
1 33 (34.38%) Administrator
2 30 (31.25%) Network Engineer
3 27 (28.13%) Linux Administrator
3 27 (28.13%) Linux Systems Administrator
4 26 (27.08%) Systems Administrator
5 9 (9.38%) Linux Engineer
6 8 (8.33%) Firewall Engineer
7 7 (7.29%) Senior DevOps
7 7 (7.29%) Senior Linux Engineer
8 6 (6.25%) Infrastructure Engineer
8 6 (6.25%) Senior Infrastructure Engineer
8 6 (6.25%) Senior Linux Administrator
8 6 (6.25%) Senior Linux Systems Administrator
8 6 (6.25%) Senior Network Engineer
8 6 (6.25%) Senior Systems Administrator
9 5 (5.21%) Analyst
9 5 (5.21%) DevOps Administrator
9 5 (5.21%) Linux/Unix DevOps
9 5 (5.21%) Network Analyst
9 5 (5.21%) Technical Manager
Libraries, Frameworks & Software Standards
1 24 (25.00%) LAMP
2 10 (10.42%) JMX
3 7 (7.29%) OpenVZ
4 5 (5.21%) Dropwizard
4 5 (5.21%) HornetQ
4 5 (5.21%) Java EE
4 5 (5.21%) Swagger
5 4 (4.17%) LEMP Stack
5 4 (4.17%) Middleware
6 3 (3.13%) 802.1X
6 3 (3.13%) LAPP Stack
7 2 (2.08%) Web Services
8 1 (1.04%) Django
8 1 (1.04%) ELK Stack
8 1 (1.04%) FreeSWITCH
8 1 (1.04%) HTML
8 1 (1.04%) PHP-FPM
8 1 (1.04%) WAP
8 1 (1.04%) WSGI
8 1 (1.04%) XML
Miscellaneous
1 27 (28.13%) Data Centre
2 12 (12.50%) Replication
3 11 (11.46%) EqualLogic
4 6 (6.25%) Analytical Skills
4 6 (6.25%) Blackberry
5 5 (5.21%) Clustering
6 4 (4.17%) Online Games
7 3 (3.13%) Management Information System
7 3 (3.13%) Social Network
7 3 (3.13%) User Experience
8 2 (2.08%) Computer Science
8 2 (2.08%) HP Storage
9 1 (1.04%) Digital Media
9 1 (1.04%) Handset
9 1 (1.04%) Public Cloud
9 1 (1.04%) Wiki
Operating Systems
1 55 (57.29%) Linux
2 27 (28.13%) Windows
3 26 (27.08%) Windows Server
4 20 (20.83%) CentOS
5 17 (17.71%) Debian
5 17 (17.71%) Unix
6 7 (7.29%) Ubuntu
7 5 (5.21%) Windows Server 2008
7 5 (5.21%) Windows Server 2012
8 2 (2.08%) Red Hat Enterprise Linux
9 1 (1.04%) Windows Server 2003
Processes & Methodologies
1 38 (39.58%) Configuration Management
2 20 (20.83%) High Availability
3 19 (19.79%) Open Source
4 18 (18.75%) DevOps
5 16 (16.67%) Change Control
5 16 (16.67%) Network Monitoring
6 13 (13.54%) E-Commerce
6 13 (13.54%) Load Balancing
7 12 (12.50%) Root Cause Analysis
8 6 (6.25%) Agile Software Development
8 6 (6.25%) Asset Management
8 6 (6.25%) Change Management
8 6 (6.25%) Migration
9 5 (5.21%) Performance Management
9 5 (5.21%) Performance Tuning
10 4 (4.17%) Network Management
10 4 (4.17%) Server Virtualisation
10 4 (4.17%) Time Management
10 4 (4.17%) Virtual Environments
11 3 (3.13%) Capacity Planning
Programming Languages
1 24 (25.00%) Bash Shell
2 21 (21.88%) Python
3 16 (16.67%) Perl
4 14 (14.58%) PHP
5 12 (12.50%) Shell Script
6 10 (10.42%) Java
7 8 (8.33%) Ruby
8 7 (7.29%) SQL
9 6 (6.25%) PowerShell
10 3 (3.13%) C
Qualifications
1 38 (39.58%) Cisco Certification
2 24 (25.00%) CCNP
3 22 (22.92%) CCNA
4 11 (11.46%) CCIE
5 10 (10.42%) Degree
5 10 (10.42%) VMware Certified Professional (VCP)
6 6 (6.25%) CCSP
7 5 (5.21%) Microsoft Certification
8 4 (4.17%) MCITP
9 3 (3.13%) ITIL Certification
10 2 (2.08%) RHCE
11 1 (1.04%) CCSA
11 1 (1.04%) CCSE
11 1 (1.04%) CCVP
11 1 (1.04%) JNCIE
11 1 (1.04%) MCSE
11 1 (1.04%) RHCA
Quality Assurance & Compliance
1 10 (10.42%) PCI DSS
2 3 (3.13%) SLA
3 1 (1.04%) DICOM
3 1 (1.04%) HL7
3 1 (1.04%) ISO/IEC 27001
System Software
1 27 (28.13%) VMware Infrastructure
2 22 (22.92%) Active Directory
3 14 (14.58%) vSphere
4 13 (13.54%) VMware ESX
5 12 (12.50%) KVM
6 11 (11.46%) Docker
7 9 (9.38%) Corosync
8 8 (8.33%) NFS
9 7 (7.29%) iptables
9 7 (7.29%) Virtual Machines
10 6 (6.25%) Squid
11 5 (5.21%) Snort
11 5 (5.21%) VMware ESXi
11 5 (5.21%) Xen
12 3 (3.13%) FreeRADIUS
12 3 (3.13%) Varnish
13 2 (2.08%) Firmware
13 2 (2.08%) Postfix
13 2 (2.08%) XenServer
14 1 (1.04%) Terminal Services
Systems Management
1 73 (76.04%) Nagios
2 32 (33.33%) Puppet
3 19 (19.79%) Opscode Chef
4 11 (11.46%) BMC Marimba
5 10 (10.42%) HAProxy
6 8 (8.33%) Ansible
7 6 (6.25%) Cisco CUCM
7 6 (6.25%) SolarWinds Orion
8 5 (5.21%) Bacula
8 5 (5.21%) CFEngine
8 5 (5.21%) OpenNMS
8 5 (5.21%) Red Hat Spacewalk
8 5 (5.21%) Zenoss
9 4 (4.17%) Cisco Prime
9 4 (4.17%) Pacemaker
10 3 (3.13%) Ganglia
10 3 (3.13%) Pingdom
10 3 (3.13%) SmokePing
10 3 (3.13%) ZABBIX
11 1 (1.04%) Munin
Vendors
1 66 (68.75%) Cisco
2 45 (46.88%) VMware
3 24 (25.00%) F5
4 21 (21.88%) CheckPoint
5 17 (17.71%) Oracle
6 16 (16.67%) Red Hat
7 14 (14.58%) SolarWinds
8 13 (13.54%) Dell
9 11 (11.46%) Dell Compellent
9 11 (11.46%) Veeam
10 10 (10.42%) Riverbed
11 8 (8.33%) Avaya
11 8 (8.33%) Microsoft
12 7 (7.29%) Citrix
12 7 (7.29%) Juniper
13 5 (5.21%) Aruba
13 5 (5.21%) SaltStack
14 4 (4.17%) Palo Alto
15 3 (3.13%) AppDynamics
15 3 (3.13%) Fortinet