Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Cacti skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Cacti over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Cacti
UK > England
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 1001 1058 1067
Rank change year-on-year +57 +9 -66
Permanent jobs citing Cacti 173 140 214
As % of all permanent IT jobs advertised in England 0.10% 0.079% 0.10%
As % of the Systems Management category 1.17% 0.90% 1.35%
Number of salaries quoted 162 122 188
England median annual salary £52,500 £55,000 £48,000
Median salary % change year-on-year -4.55% +14.58% -4.00%
10th Percentile £38,750 £35,500 £39,250
90th Percentile £68,750 £67,500 £67,500
UK median annual salary £52,500 £55,000 £48,000
% change year-on-year -4.55% +14.58% -4.00%

Cacti is in the Systems Management category. The following 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.

All Systems Management Skills
England
Permanent vacancies with a requirement for systems management skills 14838 15612 15888
As % of all permanent IT jobs advertised in England 8.75% 8.76% 7.77%
Number of salaries quoted 12288 12739 13020
England median annual salary £54,250 £50,000 £50,000
Median salary % change year-on-year +8.50% - +5.26%
10th Percentile £31,250 £31,250 £30,000
90th Percentile £82,500 £78,750 £75,000
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Cacti
Job Vacancy Trend in England

Job postings citing Cacti as a percentage of all IT jobs advertised in England.

Job vacancy trend for Cacti in England

Cacti
Salary Trend in England

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

Salary trend for Cacti in England

Cacti
Salary Histogram in England

The salary distribution of IT jobs citing Cacti in England over the 6 months to 21 November 2017.

Salary histogram for Cacti in England

Cacti
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cacti within the England region over the 6 months to 21 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +50 85 £58,500 +23.16%
North of England +12 28 £45,250 +11.38% 6
North West +6 28 £45,250 +2.84% 6
East of England - 28 £52,500 - 1
South East +25 26 £51,500 -14.17% 1
Midlands +42 5 £40,500 -10.00%
West Midlands +19 4 £40,500 -10.00%
South West +13 4 £42,500 +21.43%
East Midlands - 1 £44,317 -
Cacti
UK

For the 6 months to 21 November 2017, 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 England region with a requirement for Cacti.

1 130 (75.14%) Cisco
2 112 (64.74%) Linux
3 111 (64.16%) Nagios
4 104 (60.12%) Cisco ASA
5 97 (56.07%) Firewall
6 82 (47.40%) DNS
7 75 (43.35%) Cisco Certification
8 72 (41.62%) Cisco Nexus
9 57 (32.95%) BGP
10 56 (32.37%) Telecoms
11 55 (31.79%) CCNP
11 55 (31.79%) Data Centre
12 53 (30.64%) Puppet
13 52 (30.06%) LAN
13 52 (30.06%) VMware
14 51 (29.48%) TCP/IP
15 50 (28.90%) Configuration Management
16 47 (27.17%) VPN
17 46 (26.59%) WAN
17 46 (26.59%) Perl
17 46 (26.59%) Cisco IOS
17 46 (26.59%) Network Monitoring
18 43 (24.86%) MySQL
19 42 (24.28%) VoIP
20 41 (23.70%) Python
21 40 (23.12%) Ethernet
22 39 (22.54%) Red Hat
23 37 (21.39%) Apache
23 37 (21.39%) Wireshark
23 37 (21.39%) SolarWinds

Cacti
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 37 (21.39%) Apache
2 20 (11.56%) Tomcat
3 17 (9.83%) nginx
4 10 (5.78%) Confluence
5 9 (5.20%) SAS
6 7 (4.05%) uWSGI
7 3 (1.73%) lighttpd
8 2 (1.16%) SharePoint
9 1 (0.58%) IIS
9 1 (0.58%) Oracle HTTP Server
9 1 (0.58%) WebSphere
Applications
1 9 (5.20%) Microsoft Office
1 9 (5.20%) MS Visio
2 4 (2.31%) Microsoft Excel
Cloud Services
1 31 (17.92%) Microsoft Azure
2 29 (16.76%) Amazon AWS
3 12 (6.94%) SaaS
4 3 (1.73%) Amazon EC2
4 3 (1.73%) Amazon ELB
4 3 (1.73%) Amazon S3
5 1 (0.58%) Cloud Computing
5 1 (0.58%) GitHub
5 1 (0.58%) Google Cloud Platform
Communications & Networking
1 104 (60.12%) Cisco ASA
2 97 (56.07%) Firewall
3 82 (47.40%) DNS
4 72 (41.62%) Cisco Nexus
5 57 (32.95%) BGP
6 52 (30.06%) LAN
7 51 (29.48%) TCP/IP
8 47 (27.17%) VPN
9 46 (26.59%) Cisco IOS
9 46 (26.59%) WAN
10 42 (24.28%) VoIP
11 40 (23.12%) Ethernet
12 37 (21.39%) Wireshark
13 32 (18.50%) OSPF
14 31 (17.92%) DHCP
14 31 (17.92%) IPv4
14 31 (17.92%) MPLS
15 29 (16.76%) FTP
16 28 (16.18%) IPsec
17 27 (15.61%) Network Security
Database & Business Intelligence
1 43 (24.86%) MySQL
2 25 (14.45%) PostgreSQL
3 14 (8.09%) InfluxDB
4 12 (6.94%) MariaDB
5 11 (6.36%) DB2
6 6 (3.47%) SQL Server
7 4 (2.31%) Oracle Database
8 2 (1.16%) NoSQL
8 2 (1.16%) RDBMS
8 2 (1.16%) Relational Database
9 1 (0.58%) MongoDB
Development Applications
1 17 (9.83%) Git (software)
2 15 (8.67%) Sonatype Nexus
3 12 (6.94%) JIRA
3 12 (6.94%) Subversion
4 5 (2.89%) Jenkins
5 3 (1.73%) Bitbucket
5 3 (1.73%) Maven
6 2 (1.16%) Team Foundation Server
General
1 56 (32.37%) Telecoms
2 14 (8.09%) Finance
3 10 (5.78%) Games
4 6 (3.47%) Automotive
5 4 (2.31%) Online Betting
6 2 (1.16%) Marketing
7 1 (0.58%) Advertising
7 1 (0.58%) Banking
7 1 (0.58%) Electronics
7 1 (0.58%) Law
7 1 (0.58%) Legal
7 1 (0.58%) Manufacturing
Job Titles
1 87 (50.29%) Network Engineer
2 46 (26.59%) Cisco Engineer
3 40 (23.12%) Cisco Network Engineer
4 30 (17.34%) Administrator
4 30 (17.34%) Senior Network Engineer
5 24 (13.87%) Linux Administrator
6 22 (12.72%) Systems Engineer
7 21 (12.14%) Infrastructure Engineer
7 21 (12.14%) Systems Administrator
8 19 (10.98%) Linux Engineer
8 19 (10.98%) Linux Systems Administrator
8 19 (10.98%) Linux Systems Engineer
9 18 (10.40%) Network Security Engineer
9 18 (10.40%) Security Engineer
9 18 (10.40%) WAN Engineer
10 17 (9.83%) Senior Cisco Engineer
10 17 (9.83%) Senior Cisco Network Engineer
11 16 (9.25%) Telecoms Engineer
12 14 (8.09%) LAN Engineer
12 14 (8.09%) LAN/WAN Engineer
Libraries, Frameworks & Software Standards
1 13 (7.51%) 802.1X
2 11 (6.36%) XMPP
3 10 (5.78%) FreeSWITCH
3 10 (5.78%) LAMP
4 8 (4.62%) LEMP Stack
5 7 (4.05%) Django
5 7 (4.05%) PHP-FPM
5 7 (4.05%) WSGI
6 4 (2.31%) Web Services
7 3 (1.73%) LAPP Stack
7 3 (1.73%) Sensu
8 2 (1.16%) Apache Axis
8 2 (1.16%) HTML
9 1 (0.58%) Elastic Stack
9 1 (0.58%) OpenVZ
9 1 (0.58%) WebSphere MQ
Miscellaneous
1 55 (31.79%) Data Centre
2 31 (17.92%) Computer Science
3 16 (9.25%) Replication
4 13 (7.51%) Management Information System
5 12 (6.94%) Linux Command Line
6 11 (6.36%) DataPower
6 11 (6.36%) VxBlock/Vblock
7 9 (5.20%) Private Cloud
7 9 (5.20%) Video Conferencing
8 8 (4.62%) Clustering
8 8 (4.62%) Distributed Denial-of-Service
9 7 (4.05%) Wiki
10 4 (2.31%) Video on Demand
11 3 (1.73%) Analytical Skills
11 3 (1.73%) Public Cloud
12 2 (1.16%) Driving Licence
13 1 (0.58%) Foreign Exchange (FX)
13 1 (0.58%) Hybrid Cloud
13 1 (0.58%) Xbox
Operating Systems
1 112 (64.74%) Linux
2 35 (20.23%) Windows
3 32 (18.50%) Unix
4 30 (17.34%) CentOS
5 25 (14.45%) Solaris
6 17 (9.83%) Ubuntu
7 13 (7.51%) Debian
8 12 (6.94%) Red Hat Enterprise Linux
9 4 (2.31%) Windows Server
10 3 (1.73%) FreeBSD
10 3 (1.73%) VMS
11 2 (1.16%) Windows Server 2008
11 2 (1.16%) Windows Server 2012
12 1 (0.58%) Fedora
12 1 (0.58%) Windows Server 2003
Processes & Methodologies
1 50 (28.90%) Configuration Management
2 46 (26.59%) Network Monitoring
3 34 (19.65%) DevOps
4 32 (18.50%) Network Management
5 31 (17.92%) Kalman Filter
6 26 (15.03%) Open Source
7 21 (12.14%) Agile Software Development
7 21 (12.14%) Time Management
8 17 (9.83%) Validation
9 16 (9.25%) Change Control
10 15 (8.67%) Capacity Management
11 14 (8.09%) Change Management
12 13 (7.51%) ITIL
12 13 (7.51%) Security Monitoring
12 13 (7.51%) SIEM
13 12 (6.94%) Information Security
14 11 (6.36%) High Availability
14 11 (6.36%) Patch Management
14 11 (6.36%) Performance Tuning
14 11 (6.36%) Systems Analysis
Programming Languages
1 46 (26.59%) Perl
2 41 (23.70%) Python
3 36 (20.81%) Bash Shell
4 19 (10.98%) Ruby
5 16 (9.25%) C
5 16 (9.25%) PHP
6 13 (7.51%) SQL
7 12 (6.94%) Shell Script
8 4 (2.31%) AWK
8 4 (2.31%) Java
8 4 (2.31%) PL/SQL
8 4 (2.31%) sed
9 3 (1.73%) Erlang
10 2 (1.16%) C#
10 2 (1.16%) C++
10 2 (1.16%) JavaScript
Qualifications
1 75 (43.35%) Cisco Certification
2 55 (31.79%) CCNP
3 35 (20.23%) Degree
4 29 (16.76%) CCNA
5 25 (14.45%) Network+ Certification
6 19 (10.98%) CCIE
7 13 (7.51%) CCSP
8 11 (6.36%) JNCIP
9 7 (4.05%) CCA
9 7 (4.05%) Citrix Certification
9 7 (4.05%) Computer Science Degree
9 7 (4.05%) Microsoft Certification
9 7 (4.05%) VMware Certified Professional (VCP)
10 5 (2.89%) JNCIE
10 5 (2.89%) RHCE
11 4 (2.31%) MCSE
11 4 (2.31%) RHCSA
12 3 (1.73%) Linux+ Certification
12 3 (1.73%) MCSA
13 1 (0.58%) CISM
Quality Assurance & Compliance
1 12 (6.94%) SLA
2 10 (5.78%) PCI DSS
3 1 (0.58%) GCP
System Software
1 29 (16.76%) VMware Infrastructure
2 28 (16.18%) VMware ESXi
3 27 (15.61%) iptables
4 17 (9.83%) Virtual Machines
5 14 (8.09%) Active Directory
5 14 (8.09%) Samba
6 12 (6.94%) Postfix
6 12 (6.94%) VMware NSX
7 10 (5.78%) Docker
7 10 (5.78%) vSphere
8 7 (4.05%) BIND 9
8 7 (4.05%) Kamailio
9 4 (2.31%) Job Entry Subsystem
9 4 (2.31%) KVM
10 3 (1.73%) NFS
10 3 (1.73%) Varnish
11 2 (1.16%) Hyper-V
11 2 (1.16%) PowerDNS
12 1 (0.58%) LXC
12 1 (0.58%) ProxySG
Systems Management
1 111 (64.16%) Nagios
2 53 (30.64%) Puppet
3 31 (17.92%) Ansible
4 26 (15.03%) Opscode Chef
5 21 (12.14%) Icinga
5 21 (12.14%) SolarWinds Orion
6 19 (10.98%) Grafana
7 18 (10.40%) Salt
8 16 (9.25%) Cisco Prime
8 16 (9.25%) SELinux
9 15 (8.67%) Red Hat Satellite
10 14 (8.09%) OpenNMS
10 14 (8.09%) OpenView
10 14 (8.09%) QRadar
10 14 (8.09%) vCenter Server
11 12 (6.94%) SmokePing
12 11 (6.36%) Cisco CUCM
12 11 (6.36%) Munin
12 11 (6.36%) Oracle ZFS
12 11 (6.36%) RANCID
Vendors
1 130 (75.14%) Cisco
2 52 (30.06%) VMware
3 39 (22.54%) Red Hat
4 37 (21.39%) SolarWinds
5 31 (17.92%) Juniper
6 28 (16.18%) Palo Alto
7 27 (15.61%) HP
7 27 (15.61%) Microsoft
8 25 (14.45%) CheckPoint
9 24 (13.87%) Oracle
10 21 (12.14%) Citrix
10 21 (12.14%) Meraki
11 18 (10.40%) Polycom
12 15 (8.67%) F5
13 14 (8.09%) Brocade
14 12 (6.94%) IBM
15 11 (6.36%) Dell
15 11 (6.36%) EMC
15 11 (6.36%) Salesforce.com
15 11 (6.36%) Sun