Period
to 20 March 2019

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Runbook skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Runbook over the 6 months to 20 March 2019 with a comparison to the same period in the previous 2 years.

Runbook
UK > England
6 months to
20 Mar 2019
Same period 2018 Same period 2017
Rank 885 946 976
Rank change year-on-year +61 +30 +140
Permanent jobs citing Runbook 192 229 183
As % of all permanent IT jobs advertised in England 0.14% 0.14% 0.11%
As % of the Processes & Methodologies category 0.15% 0.15% 0.12%
Number of salaries quoted 130 153 131
England median annual salary £53,750 £60,000 £60,000
Median salary % change year-on-year -10.42% - +7.62%
10th Percentile £45,875 £46,250 £42,000
90th Percentile £75,000 £76,250 £72,500
UK median annual salary £54,250 £60,000 £60,000
% change year-on-year -9.58% - +6.19%

Runbook is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 126,577 151,326 148,080
As % of all permanent IT jobs advertised in England 91.76% 91.80% 91.32%
Number of salaries quoted 100,789 124,350 122,892
England median annual salary £52,500 £50,000 £49,500
Median salary % change year-on-year +5.00% +1.01% +4.21%
10th Percentile £30,000 £29,000 £28,000
90th Percentile £85,000 £81,250 £80,000
UK median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% -

Runbook
Job Vacancy Trend in England

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

Job vacancy trend for Runbook in England

Runbook
Salary Trend in England

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

Salary trend for Runbook in England

Runbook
Salary Histogram in England

The salary distribution of IT jobs citing Runbook in England over the 6 months to 20 March 2019.

Salary histogram for Runbook in England

Runbook
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Runbook within the England region over the 6 months to 20 March 2019. 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
South East +113 97 £52,500 +5.00% 6
London -16 45 £61,000 -9.63% 8
East of England +64 23 £65,000 +8.33% 2
North of England +33 16 £55,000 +12.82% 1
North West +38 12 £75,000 +53.85%
South West -25 5 £60,000 -7.69% 3
Yorkshire +28 4 £23,300 - 1
Midlands +41 3 £25,500 -53.64% 3
East Midlands +35 3 £25,500 - 3
Runbook
UK

For the 6 months to 20 March 2019, IT jobs citing Runbook 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 England region with a requirement for Runbook.

1 103 (53.65%) Windows
2 92 (47.92%) Linux
3 76 (39.58%) DNS
4 73 (38.02%) Firewall
5 69 (35.94%) High Availability
6 66 (34.38%) Microsoft
6 66 (34.38%) DHCP
7 59 (30.73%) Stakeholder Management
8 57 (29.69%) Active Directory
8 57 (29.69%) Continuous Improvement
9 54 (28.13%) Microsoft Azure
9 54 (28.13%) GDPR
9 54 (28.13%) Remediation Plan
10 52 (27.08%) Unix
11 51 (26.56%) PowerShell
12 47 (24.48%) Windows 7
12 47 (24.48%) VMware
13 46 (23.96%) Agile Software Development
13 46 (23.96%) Symantec
14 45 (23.44%) Degree
15 42 (21.88%) Management Information System
16 41 (21.35%) Windows Server 2008
17 39 (20.31%) SolarWinds
17 39 (20.31%) Citrix
17 39 (20.31%) SQL
18 38 (19.79%) Cisco
19 36 (18.75%) Amazon AWS
20 35 (18.23%) Windows 10
21 33 (17.19%) Analytical Skills
21 33 (17.19%) DevOps

Runbook
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 12 (6.25%) Apache
1 12 (6.25%) IIS
2 11 (5.73%) MS Exchange
3 4 (2.08%) Apache Pig
3 4 (2.08%) Apache Spark
3 4 (2.08%) Elasticsearch
3 4 (2.08%) IBM Notes
3 4 (2.08%) Skype for Business
3 4 (2.08%) Tomcat
3 4 (2.08%) WebSphere
4 3 (1.56%) BizTalk Server
4 3 (1.56%) Confluence
4 3 (1.56%) JBoss
5 2 (1.04%) Exchange Server 2007
Applications
1 17 (8.85%) Microsoft Office
2 3 (1.56%) Microsoft Excel
2 3 (1.56%) Microsoft PowerPoint
2 3 (1.56%) MS Visio
Business Applications
1 3 (1.56%) Remedy ITSM
Cloud Services
1 54 (28.13%) Microsoft Azure
2 36 (18.75%) Amazon AWS
3 20 (10.42%) Office 365
4 10 (5.21%) OpenShift
5 9 (4.69%) Cloud Computing
6 8 (4.17%) Google Cloud Platform
6 8 (4.17%) IBM Cloud
7 6 (3.13%) OneDrive
8 4 (2.08%) Amazon EC2
8 4 (2.08%) Amazon EMR
8 4 (2.08%) GitHub
9 3 (1.56%) Azure Active Directory
9 3 (1.56%) IaaS
9 3 (1.56%) PaaS
9 3 (1.56%) Yammer
Communications & Networking
1 76 (39.58%) DNS
2 73 (38.02%) Firewall
3 66 (34.38%) DHCP
4 29 (15.10%) WAN
5 25 (13.02%) Wireless
6 22 (11.46%) Internet
7 20 (10.42%) Network Security
8 18 (9.38%) Wi-Fi
9 17 (8.85%) Cisco ASA
9 17 (8.85%) Cisco PIX
9 17 (8.85%) DWDM
9 17 (8.85%) MPLS
9 17 (8.85%) VoIP
10 13 (6.77%) VPN
11 11 (5.73%) NetScaler
12 10 (5.21%) LAN
12 10 (5.21%) SSL
12 10 (5.21%) TCP/IP
13 9 (4.69%) HTTP
13 9 (4.69%) SAN
Database & Business Intelligence
1 29 (15.10%) SQL Server
2 22 (11.46%) MySQL
3 12 (6.25%) NoSQL
4 8 (4.17%) Amazon RDS
5 7 (3.65%) Relational Database
6 5 (2.60%) Data Warehouse
6 5 (2.60%) SQL Server Integration Services
7 4 (2.08%) Apache Cassandra
7 4 (2.08%) Apache Hive
7 4 (2.08%) Big Data
7 4 (2.08%) Cloudera CDH
7 4 (2.08%) Couchbase
7 4 (2.08%) Hadoop
7 4 (2.08%) HBase
7 4 (2.08%) MongoDB
7 4 (2.08%) QlikView
7 4 (2.08%) RDBMS
7 4 (2.08%) Spark SQL
7 4 (2.08%) SQL Server Analysis Services
7 4 (2.08%) Sqoop
Development Applications
1 25 (13.02%) JIRA
2 17 (8.85%) Subversion
3 11 (5.73%) Jenkins
4 10 (5.21%) Redmine
5 9 (4.69%) Git (software)
6 8 (4.17%) TeamCity
7 4 (2.08%) Eclipse
7 4 (2.08%) Oracle Forms
7 4 (2.08%) Team Foundation Server
8 3 (1.56%) Atlassian Bamboo
8 3 (1.56%) Maven
8 3 (1.56%) Sonatype Nexus
9 2 (1.04%) Visual Studio Team System
General
1 17 (8.85%) Legal
2 16 (8.33%) Finance
3 14 (7.29%) Retail
4 10 (5.21%) Telecoms
5 9 (4.69%) Publishing
6 8 (4.17%) Banking
7 4 (2.08%) Investment Banking
7 4 (2.08%) Law
8 3 (1.56%) Advertising
8 3 (1.56%) Marketing
9 1 (0.52%) Front Office
Job Titles
1 38 (19.79%) IT Engineer
2 28 (14.58%) Analyst
3 25 (13.02%) Senior IT Engineer
4 23 (11.98%) Release Manager
5 21 (10.94%) Architect
6 15 (7.81%) Operations Manager
7 14 (7.29%) Senior Analyst
8 13 (6.77%) Cybersecurity Analyst
8 13 (6.77%) Security Analyst
8 13 (6.77%) Senior Cybersecurity Analyst
8 13 (6.77%) Senior Security Analyst
9 12 (6.25%) Infrastructure Engineer
9 12 (6.25%) Systems Engineer
10 11 (5.73%) IT Infrastructure Engineer
11 10 (5.21%) Deployment Manager
11 10 (5.21%) Incident Analyst
11 10 (5.21%) Security Incident Analyst
11 10 (5.21%) Senior Incident Analyst
12 9 (4.69%) Network Manager
12 9 (4.69%) Network Operations Manager
Libraries, Frameworks & Software Standards
1 16 (8.33%) Web Services
2 11 (5.73%) .NET
3 8 (4.17%) REST
4 7 (3.65%) JSON
4 7 (3.65%) XML
4 7 (3.65%) YAML
5 6 (3.13%) Middleware
5 6 (3.13%) SOAP
6 5 (2.60%) Elastic Stack
6 5 (2.60%) LDAP
7 4 (2.08%) AngularJS
7 4 (2.08%) CSS
7 4 (2.08%) HTML
7 4 (2.08%) HTML5
7 4 (2.08%) jQuery
7 4 (2.08%) Kafka
7 4 (2.08%) React
7 4 (2.08%) RESTful
7 4 (2.08%) Spark Streaming
8 3 (1.56%) J2EE
Miscellaneous
1 42 (21.88%) Management Information System
2 33 (17.19%) Analytical Skills
3 29 (15.10%) Data Centre
4 18 (9.38%) Cyber Kill Chain
5 16 (8.33%) Clustering
5 16 (8.33%) Security Operations Centre
5 16 (8.33%) Self-Motivation
6 15 (7.81%) Public Cloud
7 13 (6.77%) CMDB
8 8 (4.17%) Hybrid Cloud
8 8 (4.17%) Private Cloud
9 7 (3.65%) Enterprise Software
9 7 (3.65%) Replication
10 6 (3.13%) PMI
10 6 (3.13%) SWIFT
11 5 (2.60%) CESG
11 5 (2.60%) Linux Command Line
12 3 (1.56%) Renewable Energy
13 2 (1.04%) Smartphone
14 1 (0.52%) Robotics
Operating Systems
1 103 (53.65%) Windows
2 92 (47.92%) Linux
3 52 (27.08%) Unix
4 47 (24.48%) Windows 7
5 41 (21.35%) Windows Server 2008
6 35 (18.23%) Windows 10
7 33 (17.19%) Windows Server 2003
8 8 (4.17%) CentOS
8 8 (4.17%) Ubuntu
8 8 (4.17%) Windows Server 2012
9 6 (3.13%) Windows Server
10 5 (2.60%) Kali Linux
10 5 (2.60%) Mac OS X
11 2 (1.04%) Apple iOS
11 2 (1.04%) Solaris
11 2 (1.04%) VMS
12 1 (0.52%) Android
Processes & Methodologies
1 69 (35.94%) High Availability
2 59 (30.73%) Stakeholder Management
3 57 (29.69%) Continuous Improvement
4 54 (28.13%) Remediation Plan
5 46 (23.96%) Agile Software Development
6 33 (17.19%) DevOps
6 33 (17.19%) ITIL
7 31 (16.15%) Problem-Solving
8 28 (14.58%) Technical Leadership
9 27 (14.06%) Cybersecurity
9 27 (14.06%) Information Security
10 26 (13.54%) Migration
10 26 (13.54%) Project Management
11 25 (13.02%) Security Operations
11 25 (13.02%) SIEM
12 21 (10.94%) Computer Science
12 21 (10.94%) SDLC
13 19 (9.90%) Vulnerability Management
14 17 (8.85%) Release Management
14 17 (8.85%) WAN Optimisation
Programming Languages
1 51 (26.56%) PowerShell
2 39 (20.31%) SQL
3 24 (12.50%) VBScript
4 16 (8.33%) Java
5 13 (6.77%) Python
5 13 (6.77%) T-SQL
6 8 (4.17%) Bash Shell
7 6 (3.13%) JavaScript
8 4 (2.08%) Scala
8 4 (2.08%) Shell Script
9 3 (1.56%) C#
9 3 (1.56%) R
10 2 (1.04%) Perl
Qualifications
1 45 (23.44%) Degree
2 29 (15.10%) Microsoft Certification
3 26 (13.54%) Cisco Certification
4 25 (13.02%) MCSE
5 20 (10.42%) Computer Science Degree
6 19 (9.90%) CCNP
6 19 (9.90%) CISA
6 19 (9.90%) CISM
6 19 (9.90%) CISSP
7 18 (9.38%) OSCP
8 14 (7.29%) CEH
9 13 (6.77%) CRISC
10 11 (5.73%) SANS
11 10 (5.21%) CREST Certified
12 6 (3.13%) ITIL Certification
12 6 (3.13%) MCSA
12 6 (3.13%) PMI Certification
13 5 (2.60%) CCENT
13 5 (2.60%) CCNA
13 5 (2.60%) SSCP
Quality Assurance & Compliance
1 54 (28.13%) GDPR
2 30 (15.63%) QA
3 23 (11.98%) SLA
4 7 (3.65%) ISO/IEC 27001
5 6 (3.13%) PCI DSS
6 3 (1.56%) Sarbanes-Oxley
System Software
1 57 (29.69%) Active Directory
2 29 (15.10%) XenApp
3 24 (12.50%) VMware Infrastructure
4 21 (10.94%) Virtual Machines
5 19 (9.90%) Hyper-V
6 18 (9.38%) VMware ESXi
7 11 (5.73%) DFS Replication
8 8 (4.17%) Terminal Services
8 8 (4.17%) XenDesktop
9 4 (2.08%) Apache Flume
9 4 (2.08%) HDFS
9 4 (2.08%) Virtual Desktop
10 3 (1.56%) VMware Workstation
11 2 (1.04%) Docker
11 2 (1.04%) LXC
12 1 (0.52%) VMware NSX
12 1 (0.52%) vSphere
Systems Management
1 31 (16.15%) SCCM
2 19 (9.90%) SCVMM
3 18 (9.38%) vRealize
4 13 (6.77%) CSIRT
5 12 (6.25%) Ansible
6 11 (5.73%) SCOM
7 9 (4.69%) Failover Clustering
8 6 (3.13%) Kubernetes
9 5 (2.60%) Microsoft Intune
9 5 (2.60%) QRadar
10 4 (2.08%) AirWatch
10 4 (2.08%) Grafana
10 4 (2.08%) Kibana
10 4 (2.08%) Oozie
10 4 (2.08%) Puppet
10 4 (2.08%) Rundeck
11 3 (1.56%) Opscode Chef
11 3 (1.56%) Single Sign-On
11 3 (1.56%) Terraform
11 3 (1.56%) XenMobile
Vendors
1 66 (34.38%) Microsoft
2 47 (24.48%) VMware
3 46 (23.96%) Symantec
4 39 (20.31%) Citrix
4 39 (20.31%) SolarWinds
5 38 (19.79%) Cisco
6 28 (14.58%) Ivanti
7 26 (13.54%) Oracle
8 25 (13.02%) IBM
9 19 (9.90%) Red Hat
10 18 (9.38%) Dell
10 18 (9.38%) EMC
11 9 (4.69%) HP
11 9 (4.69%) Informatica
11 9 (4.69%) Salesforce.com
12 8 (4.17%) Hitachi
12 8 (4.17%) NetApp
12 8 (4.17%) Snow
12 8 (4.17%) Splunk
13 6 (3.13%) Cognizant