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 26 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Cacti
Rank 590 617 567
Rank change year-on-year
+27 -50
Permanent jobs citing Cacti 27 43 119
As % of all permanent IT jobs located in London 0.071% 0.099% 0.26%
As % of the Systems Management category 0.73% 1.15% 3.09%
Number of salaries quoted 22 37 112
Median salary £45,000 £50,000 £50,000
Median salary % change year-on-year
-10.00% -
90% offered a salary of more than £37,750 £45,000 £40,000
10% offered a salary of more than £57,000 £60,000 £60,000
UK excluding London median salary £57,500 £47,500 £40,000
% change year-on-year
+21.05% +18.75%
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
3722 3746 3848
As % of all permanent IT jobs located in London 9.72% 8.59% 8.39%
Number of salaries quoted 3231 3196 3211
Median salary £60,000 £57,000 £55,000
Median salary % change year-on-year
+5.26% +3.63%
90% offered a salary of more than £39,000 £37,500 £37,500
10% offered a salary of more than £80,000 £71,000 £75,000
UK excluding London median salary £47,500 £44,750 £42,500
% change year-on-year
+6.14% +5.29%

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 26 September 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 26 September 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
City of London +54 1 £65,000 -
Croydon - 1 £37,500 -
Harrow - 1 - -
Cacti
England

Cacti
Top 30 Related IT Skills in London

For the 6 months to 26 September 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 61 (78.21%) Nagios
2 49 (62.82%) Cisco
3 46 (58.97%) Linux
4 37 (47.44%) VMware
5 31 (39.74%) Configuration Management
5 31 (39.74%) Firewall
5 31 (39.74%) Cisco Certification
6 29 (37.18%) Puppet
7 26 (33.33%) Apache
8 24 (30.77%) MySQL
9 23 (29.49%) CCNP
9 23 (29.49%) Network Security
9 23 (29.49%) Cisco ASA
10 22 (28.21%) LAMP
11 21 (26.92%) Windows
11 21 (26.92%) VPN
12 20 (25.64%) Tomcat
12 20 (25.64%) VMware Infrastructure
12 20 (25.64%) Data Centre
12 20 (25.64%) Windows Server
13 19 (24.36%) Bash Shell
13 19 (24.36%) F5
13 19 (24.36%) TCP/IP
14 18 (23.08%) DNS
15 17 (21.79%) Python
15 17 (21.79%) High Availability
16 16 (20.51%) Change Control
16 16 (20.51%) Open Source
16 16 (20.51%) Opscode Chef
16 16 (20.51%) Unix

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 26 (33.33%) Apache
2 20 (25.64%) Tomcat
3 9 (11.54%) Jetty
4 4 (5.13%) nginx
5 3 (3.85%) SharePoint
6 2 (2.56%) Cloud Foundry
6 2 (2.56%) CMS
7 1 (1.28%) IIS
Applications
1 14 (17.95%) MS Excel
2 3 (3.85%) MS Visio
Cloud Services
1 7 (8.97%) GitHub
2 6 (7.69%) Amazon AWS
3 1 (1.28%) Amazon CloudWatch
3 1 (1.28%) Amazon EC2
3 1 (1.28%) Amazon ELB
3 1 (1.28%) AWS CloudFormation
3 1 (1.28%) AWS Elastic Beanstalk
3 1 (1.28%) Route 53
3 1 (1.28%) Virtual Private Cloud
Communications & Networking
1 31 (39.74%) Firewall
2 23 (29.49%) Cisco ASA
2 23 (29.49%) Network Security
3 21 (26.92%) VPN
4 19 (24.36%) TCP/IP
5 18 (23.08%) DNS
6 16 (20.51%) BGP
6 16 (20.51%) VoIP
6 16 (20.51%) WAN
7 15 (19.23%) SMTP
8 14 (17.95%) Wireless
9 13 (16.67%) NAS
9 13 (16.67%) SAN
10 12 (15.38%) LAN
11 11 (14.10%) iSCSI
12 10 (12.82%) Cisco Nexus
12 10 (12.82%) OSPF
13 9 (11.54%) Cisco IOS
13 9 (11.54%) MPLS
14 8 (10.26%) SNMP
Database & Business Intelligence
1 24 (30.77%) MySQL
2 11 (14.10%) SQL Server
3 7 (8.97%) MariaDB
3 7 (8.97%) PostgreSQL
4 5 (6.41%) Couchbase
5 1 (1.28%) Amazon DynamoDB
5 1 (1.28%) Amazon RDS
Development Applications
1 12 (15.38%) Git (software)
1 12 (15.38%) Subversion
2 8 (10.26%) Jenkins
3 5 (6.41%) Bitbucket
4 2 (2.56%) GitLab
4 2 (2.56%) JIRA
4 2 (2.56%) Sonatype Nexus
5 1 (1.28%) TeamCity
General
1 15 (19.23%) Games
2 10 (12.82%) Online Betting
3 8 (10.26%) Finance
4 7 (8.97%) Telecoms
5 6 (7.69%) Retail
6 5 (6.41%) Marketing
7 2 (2.56%) Banking
8 1 (1.28%) Publishing
Job Titles
1 31 (39.74%) Administrator
2 26 (33.33%) Linux Administrator
2 26 (33.33%) Linux Systems Administrator
3 25 (32.05%) Systems Administrator
4 24 (30.77%) Network Engineer
5 7 (8.97%) Senior DevOps
6 6 (7.69%) Senior Network Engineer
7 5 (6.41%) DevOps Administrator
7 5 (6.41%) Senior Linux Administrator
7 5 (6.41%) Senior Linux Systems Administrator
7 5 (6.41%) Senior Systems Administrator
8 4 (5.13%) Cisco Engineer
8 4 (5.13%) Cisco Network Engineer
8 4 (5.13%) Infrastructure Engineer
8 4 (5.13%) Linux DevOps Administrator
8 4 (5.13%) Linux Engineer
8 4 (5.13%) Linux/Unix DevOps
8 4 (5.13%) Senior Infrastructure Engineer
8 4 (5.13%) Senior Linux Engineer
9 3 (3.85%) Unix Linux Systems Administrator
Libraries, Frameworks & Software Standards
1 22 (28.21%) LAMP
2 9 (11.54%) JMX
3 7 (8.97%) OpenVZ
4 5 (6.41%) Dropwizard
4 5 (6.41%) Java EE
4 5 (6.41%) Swagger
5 4 (5.13%) HornetQ
5 4 (5.13%) Middleware
6 3 (3.85%) 802.1X
6 3 (3.85%) LAPP Stack
6 3 (3.85%) LEMP Stack
6 3 (3.85%) Web Services
7 1 (1.28%) ELK Stack
Miscellaneous
1 20 (25.64%) Data Centre
2 11 (14.10%) Replication
3 5 (6.41%) Clustering
4 4 (5.13%) Blackberry
4 4 (5.13%) Computer Science
5 3 (3.85%) Management Information System
5 3 (3.85%) Online Games
5 3 (3.85%) User Experience
6 2 (2.56%) Analytical Skills
6 2 (2.56%) HP Storage
7 1 (1.28%) Digital Media
7 1 (1.28%) Social Network
Operating Systems
1 46 (58.97%) Linux
2 21 (26.92%) Windows
3 20 (25.64%) Windows Server
4 16 (20.51%) Unix
5 14 (17.95%) CentOS
6 13 (16.67%) Debian
7 5 (6.41%) Ubuntu
8 2 (2.56%) Red Hat Enterprise Linux
9 1 (1.28%) Windows Server 2003
9 1 (1.28%) Windows Server 2008
9 1 (1.28%) Windows Server 2012
Processes & Methodologies
1 31 (39.74%) Configuration Management
2 17 (21.79%) High Availability
3 16 (20.51%) Change Control
3 16 (20.51%) DevOps
3 16 (20.51%) Open Source
4 12 (15.38%) Root Cause Analysis
5 8 (10.26%) Change Management
5 8 (10.26%) Network Monitoring
6 7 (8.97%) Load Balancing
7 6 (7.69%) E-Commerce
8 5 (6.41%) Agile Software Development
8 5 (6.41%) Network Management
8 5 (6.41%) Performance Management
9 4 (5.13%) Migration
9 4 (5.13%) Performance Tuning
9 4 (5.13%) Time Management
10 3 (3.85%) ITIL
10 3 (3.85%) Penetration Testing
10 3 (3.85%) Problem Management
10 3 (3.85%) Web Development
Programming Languages
1 19 (24.36%) Bash Shell
2 17 (21.79%) Python
3 16 (20.51%) Perl
4 12 (15.38%) Shell Script
5 9 (11.54%) Java
5 9 (11.54%) PHP
6 6 (7.69%) Ruby
7 4 (5.13%) SQL
8 3 (3.85%) C
9 2 (2.56%) PowerShell
Qualifications
1 31 (39.74%) Cisco Certification
2 23 (29.49%) CCNP
3 15 (19.23%) CCNA
4 12 (15.38%) Degree
5 9 (11.54%) CCIE
6 6 (7.69%) CCSP
7 4 (5.13%) VMware Certified Professional (VCP)
8 3 (3.85%) ITIL Certification
8 3 (3.85%) JNCIE
9 2 (2.56%) RHCE
10 1 (1.28%) CCSA
10 1 (1.28%) CCSE
10 1 (1.28%) MCSE
10 1 (1.28%) Microsoft Certification
10 1 (1.28%) RHCA
Quality Assurance & Compliance
1 5 (6.41%) PCI DSS
2 3 (3.85%) SLA
System Software
1 20 (25.64%) VMware Infrastructure
2 16 (20.51%) Active Directory
3 14 (17.95%) vSphere
4 13 (16.67%) VMware ESX
5 11 (14.10%) Docker
5 11 (14.10%) KVM
6 10 (12.82%) NFS
7 6 (7.69%) iptables
7 6 (7.69%) Squid
7 6 (7.69%) Virtual Machines
8 5 (6.41%) Corosync
9 4 (5.13%) Snort
9 4 (5.13%) Xen
10 3 (3.85%) FreeRADIUS
11 2 (2.56%) XenServer
12 1 (1.28%) Firmware
12 1 (1.28%) Postfix
12 1 (1.28%) Samba
12 1 (1.28%) Terminal Services
12 1 (1.28%) Varnish
Systems Management
1 61 (78.21%) Nagios
2 29 (37.18%) Puppet
3 16 (20.51%) Opscode Chef
4 11 (14.10%) BMC Marimba
5 8 (10.26%) Ansible
6 6 (7.69%) Cisco CUCM
6 6 (7.69%) OpenNMS
7 5 (6.41%) Bacula
7 5 (6.41%) HAProxy
7 5 (6.41%) Zenoss
8 4 (5.13%) CFEngine
9 3 (3.85%) Cisco Prime
9 3 (3.85%) SmokePing
9 3 (3.85%) ZABBIX
10 2 (2.56%) Pingdom
11 1 (1.28%) FortiGate
11 1 (1.28%) Ganglia
11 1 (1.28%) Red Hat Satellite
11 1 (1.28%) Red Hat Spacewalk
Vendors
1 49 (62.82%) Cisco
2 37 (47.44%) VMware
3 19 (24.36%) F5
4 15 (19.23%) Oracle
5 14 (17.95%) CheckPoint
6 12 (15.38%) Dell
7 11 (14.10%) Dell Compellent
7 11 (14.10%) EqualLogic
7 11 (14.10%) Red Hat
7 11 (14.10%) SolarWinds
7 11 (14.10%) Veeam
8 8 (10.26%) Avaya
9 7 (8.97%) Citrix
9 7 (8.97%) Juniper
10 6 (7.69%) Riverbed
11 4 (5.13%) Aruba
11 4 (5.13%) Microsoft
12 3 (3.85%) Brocade
12 3 (3.85%) Intel Security
12 3 (3.85%) SaltStack