Period
to 22 September 2018

The following table provides summary statistics for permanent job vacancies advertised in London 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 22 September 2018 with a comparison to the same period in the previous 2 years.

Cacti
England > London
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 781 776 803
Rank change year-on-year -5 +27 +18
Permanent jobs citing Cacti 35 76 82
As % of all permanent IT jobs advertised in London 0.051% 0.10% 0.10%
As % of the Systems Management category 0.42% 0.99% 1.02%
Number of salaries quoted 24 68 70
London median annual salary £61,250 £55,250 £50,000
Median salary % change year-on-year +10.86% +10.50% +5.26%
10th Percentile £47,525 £35,000 £37,500
90th Percentile £86,250 £68,750 £67,500
England median annual salary £49,500 £52,500 £52,500
% change year-on-year -5.71% - +10.53%

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 London with a requirement for systems management skills.

All Systems Management Skills
London
Permanent vacancies with a requirement for systems management skills 8,254 7,714 8,073
As % of all permanent IT jobs advertised in London 12.07% 10.30% 10.22%
Number of salaries quoted 6,760 6,360 6,981
London median annual salary £65,000 £62,500 £57,500
Median salary % change year-on-year +4.00% +8.70% +4.55%
10th Percentile £38,750 £36,250 £36,250
90th Percentile £93,750 £90,000 £85,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +2.04%

Cacti
Job Vacancy Trend in London

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

Job vacancy trend for Cacti in London

Cacti
Salary Trend in London

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

Salary trend for Cacti in London

Cacti
Salary Histogram in London

The salary distribution of IT jobs citing Cacti in London over the 6 months to 22 September 2018.

Salary histogram for Cacti 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 6 months to 22 September 2018. 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
Central London -27 2 £80,000 +45.45% 5
Cacti
England

For the 6 months to 22 September 2018, IT jobs citing Cacti also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for Cacti.

1 26 (74.29%) Cisco
2 25 (71.43%) Cisco Certification
2 25 (71.43%) Firewall
3 23 (65.71%) Amazon AWS
4 22 (62.86%) CCNP
5 19 (54.29%) Cisco ASA
5 19 (54.29%) Cisco Nexus
6 18 (51.43%) Problem-Solving
7 17 (48.57%) OSPF
7 17 (48.57%) BGP
7 17 (48.57%) VPN
7 17 (48.57%) SolarWinds
8 15 (42.86%) NetScaler
8 15 (42.86%) DevOps
8 15 (42.86%) Palo Alto
8 15 (42.86%) MPLS
8 15 (42.86%) Citrix
9 13 (37.14%) Linux
9 13 (37.14%) Infrastructure Engineering
10 12 (34.29%) 802.1X
10 12 (34.29%) HSRP
10 12 (34.29%) CCIE
10 12 (34.29%) Wi-Fi
10 12 (34.29%) IPsec
10 12 (34.29%) VMware
10 12 (34.29%) Wireshark
11 11 (31.43%) Degree
11 11 (31.43%) Computer Science
11 11 (31.43%) Change Management
11 11 (31.43%) Microsoft

Cacti
Co-occurring 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 9 (25.71%) Apache
1 9 (25.71%) nginx
2 8 (22.86%) Tomcat
3 5 (14.29%) OpenStack
4 3 (8.57%) Elasticsearch
Business Applications
1 1 (2.86%) Rolfe and Nolan
Cloud Services
1 23 (65.71%) Amazon AWS
2 11 (31.43%) Microsoft Azure
3 10 (28.57%) SaaS
4 8 (22.86%) Google Cloud Platform
5 5 (14.29%) AWS CloudFormation
5 5 (14.29%) AWS Lambda
5 5 (14.29%) Route 53
5 5 (14.29%) Serverless
6 1 (2.86%) Office 365
Communications & Networking
1 25 (71.43%) Firewall
2 19 (54.29%) Cisco ASA
2 19 (54.29%) Cisco Nexus
3 17 (48.57%) BGP
3 17 (48.57%) OSPF
3 17 (48.57%) VPN
4 15 (42.86%) MPLS
4 15 (42.86%) NetScaler
5 12 (34.29%) HSRP
5 12 (34.29%) IPsec
5 12 (34.29%) Wi-Fi
5 12 (34.29%) Wireshark
6 11 (31.43%) 802.11
7 10 (28.57%) Ethernet
7 10 (28.57%) IPv4
7 10 (28.57%) IPv6
7 10 (28.57%) Unified Communications
7 10 (28.57%) WebEx
8 9 (25.71%) Network Security
8 9 (25.71%) TCP/IP
Database & Business Intelligence
1 8 (22.86%) InfluxDB
2 4 (11.43%) MySQL
Development Applications
1 6 (17.14%) GitLab
2 5 (14.29%) Git (software)
2 5 (14.29%) Jenkins
3 2 (5.71%) Sonatype Nexus
4 1 (2.86%) Vagrant
General
1 4 (11.43%) Telecoms
2 3 (8.57%) Billing
3 2 (5.71%) Finance
4 1 (2.86%) Banking
4 1 (2.86%) Financial Institution
4 1 (2.86%) Retail
Job Titles
1 18 (51.43%) Network Engineer
2 4 (11.43%) Security Engineer
3 3 (8.57%) Analyst
3 3 (8.57%) Architect
3 3 (8.57%) Automation Engineer
3 3 (8.57%) Cisco Analyst
3 3 (8.57%) Cisco Engineer
3 3 (8.57%) Cisco Network Analyst
3 3 (8.57%) Cisco Network Engineer
3 3 (8.57%) Cloud Automation Engineer
3 3 (8.57%) Cloud Engineer
3 3 (8.57%) Network Analyst
3 3 (8.57%) Network Architect
3 3 (8.57%) Network Manager
3 3 (8.57%) Site Reliability Engineer
4 2 (5.71%) Automation Developer
4 2 (5.71%) Cloud Developer
4 2 (5.71%) Cloud Software Engineer
4 2 (5.71%) Developer
4 2 (5.71%) Software Engineer
Libraries, Frameworks & Software Standards
1 12 (34.29%) 802.1X
2 10 (28.57%) XMPP
3 5 (14.29%) Node.js
4 3 (8.57%) LAMP
4 3 (8.57%) LEMP Stack
5 2 (5.71%) FIX Protocol
6 1 (2.86%) Web Services
Miscellaneous
1 11 (31.43%) Computer Science
2 10 (28.57%) DataPower
2 10 (28.57%) VxBlock/Vblock
3 5 (14.29%) Cloud Native
4 4 (11.43%) CMDB
4 4 (11.43%) Data Centre
5 2 (5.71%) Eurex
6 1 (2.86%) BYOD
6 1 (2.86%) Distributed Denial-of-Service
6 1 (2.86%) Equities
6 1 (2.86%) Foreign Exchange (FX)
Operating Systems
1 13 (37.14%) Linux
2 4 (11.43%) CentOS
2 4 (11.43%) Ubuntu
3 3 (8.57%) Unix
3 3 (8.57%) Windows
3 3 (8.57%) Windows Server
4 2 (5.71%) Debian
4 2 (5.71%) Windows Server 2008
5 1 (2.86%) Solaris
5 1 (2.86%) SUSE
5 1 (2.86%) Windows 10
5 1 (2.86%) Windows 7
5 1 (2.86%) Windows Server 2003
5 1 (2.86%) Windows Server 2012
Processes & Methodologies
1 18 (51.43%) Problem-Solving
2 15 (42.86%) DevOps
3 13 (37.14%) Infrastructure Engineering
4 11 (31.43%) Change Management
5 10 (28.57%) Capacity Planning
5 10 (28.57%) Systems Analysis
6 7 (20.00%) Cybersecurity
7 6 (17.14%) Configuration Management
8 5 (14.29%) Continuous Delivery
8 5 (14.29%) Continuous Deployment
8 5 (14.29%) Continuous Integration
8 5 (14.29%) Network Monitoring
8 5 (14.29%) TDD
8 5 (14.29%) The Twelve-Factor App
9 4 (11.43%) Agile Software Development
9 4 (11.43%) Network Management
10 3 (8.57%) Continuous Improvement
10 3 (8.57%) Mentoring
10 3 (8.57%) Patch Management
10 3 (8.57%) Security Monitoring
Programming Languages
1 10 (28.57%) Python
2 8 (22.86%) Go
2 8 (22.86%) Java
3 5 (14.29%) Bash Shell
4 2 (5.71%) Perl
5 1 (2.86%) Ruby
5 1 (2.86%) Shell Script
Qualifications
1 25 (71.43%) Cisco Certification
2 22 (62.86%) CCNP
3 12 (34.29%) CCIE
4 11 (31.43%) Computer Science Degree
4 11 (31.43%) Degree
5 10 (28.57%) CCA
5 10 (28.57%) Citrix Certification
5 10 (28.57%) VMware Certified Professional (VCP)
6 4 (11.43%) CCNA
7 2 (5.71%) CCSE
7 2 (5.71%) CCSP
8 1 (2.86%) CCDP
8 1 (2.86%) JNCIA
8 1 (2.86%) JNCIE
8 1 (2.86%) JNCIP
8 1 (2.86%) JNCIS
8 1 (2.86%) MCSA
8 1 (2.86%) Microsoft Certification
8 1 (2.86%) RHCE
8 1 (2.86%) RHCT
Quality Assurance & Compliance
1 1 (2.86%) QA
1 1 (2.86%) SLA
System Software
1 11 (31.43%) VMware NSX
2 5 (14.29%) Docker
3 1 (2.86%) VMware Infrastructure
Systems Management
1 10 (28.57%) Cisco CUCM
1 10 (28.57%) Grafana
1 10 (28.57%) Nagios
2 9 (25.71%) HAProxy
2 9 (25.71%) Terraform
3 8 (22.86%) Icinga
3 8 (22.86%) Prometheus
4 6 (17.14%) Opscode Chef
4 6 (17.14%) SolarWinds Orion
5 5 (14.29%) Ansible
5 5 (14.29%) Kubernetes
5 5 (14.29%) Puppet
5 5 (14.29%) Rancher
6 1 (2.86%) QRadar
6 1 (2.86%) RANCID
Vendors
1 26 (74.29%) Cisco
2 17 (48.57%) SolarWinds
3 15 (42.86%) Citrix
3 15 (42.86%) Palo Alto
4 12 (34.29%) VMware
5 11 (31.43%) Juniper
5 11 (31.43%) Microsoft
6 10 (28.57%) IBM
6 10 (28.57%) Salesforce.com
7 8 (22.86%) Google
8 4 (11.43%) Riverbed
8 4 (11.43%) ServiceNow
9 3 (8.57%) CheckPoint
9 3 (8.57%) Meraki
9 3 (8.57%) Red Hat
10 2 (5.71%) Bloomberg
10 2 (5.71%) CQG
10 2 (5.71%) Fidessa
10 2 (5.71%) NetApp
10 2 (5.71%) Reuters