Period
to 25 September 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Kerberos skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Kerberos over the 6 months to 25 September 2017 with a comparison to the same period in the previous 2 years.

Kerberos
UK
6 months to
25 Sep 2017
Same period 2016 Same period 2015
Rank 967 1066 1177
Rank change year-on-year +99 +111 -61
Permanent jobs citing Kerberos 210 171 120
As % of all permanent IT jobs advertised in the UK 0.12% 0.089% 0.054%
As % of the Communications & Networking category 0.75% 0.53% 0.32%
Number of salaries quoted 158 119 114
UK median annual salary £57,500 £57,500 £60,000
Median salary % change year-on-year - -4.17% +20.00%
10th Percentile £40,000 £41,650 £31,250
90th Percentile £90,000 £73,750 £88,875
UK excluding London median annual salary £45,000 £52,500 £37,250
% change year-on-year -14.29% +40.94% -25.50%

Kerberos is in the Communications and Computer Networking category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for communications or computer networking skills.

All Communications and Computer Networking Skills
UK
Permanent vacancies with a requirement for communications or computer networking skills 28128 32320 37351
As % of all permanent IT jobs advertised in the UK 15.97% 16.88% 16.95%
Number of salaries quoted 22782 26690 30740
UK median annual salary £45,000 £45,000 £45,000
10th Percentile £25,750 £25,750 £25,000
90th Percentile £71,250 £72,500 £71,250
UK excluding London median annual salary £40,000 £40,000 £40,000

Kerberos
Job Vacancy Trend

Job postings citing Kerberos as a percentage of all IT jobs advertised.

Job vacancy trend for Kerberos in the UK

Kerberos
Salary Trend

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

Salary trend for Kerberos in the UK

Kerberos
Salary Histogram

The salary distribution of IT jobs citing Kerberos over the 6 months to 25 September 2017.

Salary histogram for Kerberos in the UK

Kerberos
Top 13 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kerberos within the UK over the 6 months to 25 September 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
England +114 198 £60,000 +4.35% 10
London -2 107 £70,000 +16.67% 3
UK excluding London +104 102 £45,000 -14.29% 7
South East +105 58 £57,500 - 4
South West +28 21 £44,000 +10.00%
Scotland -2 7 £41,500 -
North of England -4 6 £57,500 +46.50%
North West -8 6 £57,500 -
East of England -8 4 £35,000 -32.04% 1
Northern Ireland - 4 £40,000 -
Midlands +53 2 £28,000 - 2
West Midlands +18 1 £28,000 - 2
East Midlands - 1 - -

For the 6 months to 25 September 2017, IT jobs citing Kerberos also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Kerberos.

1 125 (59.52%) Active Directory
2 122 (58.10%) Windows
3 108 (51.43%) Microsoft
4 107 (50.95%) LDAP
5 97 (46.19%) Linux
6 70 (33.33%) Amazon AWS
7 69 (32.86%) Windows Server
8 68 (32.38%) DNS
9 67 (31.90%) Puppet
10 65 (30.95%) DHCP
11 59 (28.10%) Configuration Management
12 57 (27.14%) Windows Server 2012
13 50 (23.81%) Python
14 49 (23.33%) PowerShell
15 47 (22.38%) Red Hat
15 47 (22.38%) Agile Software Development
16 46 (21.90%) SCOM
16 46 (21.90%) Microsoft Azure
17 45 (21.43%) VMware
18 44 (20.95%) Office 365
19 43 (20.48%) SQL
20 42 (20.00%) DevOps
20 42 (20.00%) Hadoop
21 39 (18.57%) Continuous Integration
22 38 (18.10%) Identity Management
23 37 (17.62%) Apache
24 36 (17.14%) HP
24 36 (17.14%) VMware Infrastructure
25 35 (16.67%) IaaS
26 34 (16.19%) SCCM

Kerberos
Co-occurring IT Skills 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 (17.62%) Apache
2 29 (13.81%) Skype for Business
3 20 (9.52%) Apache Spark
4 16 (7.62%) IIS
5 14 (6.67%) MS Exchange
6 12 (5.71%) SharePoint
7 11 (5.24%) Apache Solr
7 11 (5.24%) Exchange Server 2013
7 11 (5.24%) SharePoint 2010
8 8 (3.81%) JBoss
9 7 (3.33%) Tomcat
10 6 (2.86%) Confluence
11 5 (2.38%) Oracle SOA Suite
12 3 (1.43%) SAS
13 2 (0.95%) Apache Pig
13 2 (0.95%) nginx
14 1 (0.48%) Exchange Server 2003
14 1 (0.48%) Oracle Coherence
14 1 (0.48%) WebSphere
14 1 (0.48%) WebSphere Application Server
Applications
1 6 (2.86%) Microsoft Office
2 1 (0.48%) Microsoft Excel
Business Applications
1 1 (0.48%) SAP Hybris
Cloud Services
1 70 (33.33%) Amazon AWS
2 46 (21.90%) Microsoft Azure
3 44 (20.95%) Office 365
4 35 (16.67%) IaaS
5 22 (10.48%) PaaS
6 21 (10.00%) Virtual Private Cloud
7 20 (9.52%) AWS CloudFormation
8 11 (5.24%) SaaS
9 10 (4.76%) Azure Active Directory
9 10 (4.76%) GitHub
10 5 (2.38%) OneDrive
11 2 (0.95%) Google Cloud Platform
12 1 (0.48%) Cloud Computing
12 1 (0.48%) G Suite
Communications & Networking
1 107 (50.95%) LDAP
2 68 (32.38%) DNS
3 65 (30.95%) DHCP
4 31 (14.76%) SAN
5 29 (13.81%) Skype
6 23 (10.95%) Firewall
7 22 (10.48%) PBX
7 22 (10.48%) PSTN
7 22 (10.48%) TCP/IP
8 21 (10.00%) Network Security
9 19 (9.05%) HTTP
9 19 (9.05%) SSL
10 16 (7.62%) SNMP
11 13 (6.19%) SSH
12 11 (5.24%) NAS
12 11 (5.24%) SMTP
12 11 (5.24%) VLAN
13 10 (4.76%) Multicast
13 10 (4.76%) OSPF
13 10 (4.76%) tcpdump
Database & Business Intelligence
1 42 (20.00%) Hadoop
2 32 (15.24%) Big Data
3 15 (7.14%) SQL Server
4 14 (6.67%) HBase
4 14 (6.67%) MySQL
4 14 (6.67%) PostgreSQL
5 12 (5.71%) Apache Hive
6 11 (5.24%) Data Warehouse
6 11 (5.24%) SQL Server 2008
7 10 (4.76%) Impala
7 10 (4.76%) InfluxDB
8 8 (3.81%) NoSQL
9 6 (2.86%) Pentaho
9 6 (2.86%) QlikView
9 6 (2.86%) SQLite
10 5 (2.38%) BusinessObjects
10 5 (2.38%) OLAP
10 5 (2.38%) Relational Database
11 4 (1.90%) OpenTSDB
11 4 (1.90%) Sqoop
Development Applications
1 27 (12.86%) Git (software)
2 24 (11.43%) Jenkins
3 19 (9.05%) Subversion
4 11 (5.24%) JIRA
5 10 (4.76%) TeamCity
6 6 (2.86%) Cucumber
6 6 (2.86%) Gerrit
6 6 (2.86%) MSI
7 5 (2.38%) Artifactory
7 5 (2.38%) Bugzilla
7 5 (2.38%) CMake
7 5 (2.38%) Maven
7 5 (2.38%) MSBuild
7 5 (2.38%) NuGet
7 5 (2.38%) Phabricator
7 5 (2.38%) Ranorex
7 5 (2.38%) SonarQube
8 4 (1.90%) Atlassian Bamboo
8 4 (1.90%) Sonatype Nexus
8 4 (1.90%) Team Foundation Server
General
1 30 (14.29%) Finance
2 12 (5.71%) Banking
3 6 (2.86%) Investment Banking
3 6 (2.86%) Marketing
4 3 (1.43%) Electronics
4 3 (1.43%) Manufacturing
4 3 (1.43%) Telecoms
5 2 (0.95%) Games
5 2 (0.95%) Legal
6 1 (0.48%) Retail
Job Titles
1 36 (17.14%) Systems Engineer
2 31 (14.76%) Linux Engineer
3 25 (11.90%) Administrator
4 22 (10.48%) AWS Engineer
5 21 (10.00%) Infrastructure Engineer
6 18 (8.57%) DevOps Engineer
7 16 (7.62%) Architect
7 16 (7.62%) Developer
7 16 (7.62%) Linux Systems Engineer
8 15 (7.14%) Support Engineer
9 13 (6.19%) Unix Engineer
9 13 (6.19%) Windows Engineer
10 12 (5.71%) .NET Developer
10 12 (5.71%) Active Directory Engineer
10 12 (5.71%) Analyst
10 12 (5.71%) Cloud Engineer
10 12 (5.71%) Linux Administrator
10 12 (5.71%) Microsoft Engineer
10 12 (5.71%) Systems Administrator
11 10 (4.76%) 3rd Line Engineer
Libraries, Frameworks & Software Standards
1 24 (11.43%) Web Services
2 23 (10.95%) .NET
3 19 (9.05%) HTML
4 18 (8.57%) Kafka
5 17 (8.10%) ASP.NET
5 17 (8.10%) RESTful
6 14 (6.67%) XML
7 13 (6.19%) .NET Framework
7 13 (6.19%) SAML
8 12 (5.71%) LAMP
9 11 (5.24%) ASP.NET Web Forms
9 11 (5.24%) Entity Framework
9 11 (5.24%) WCF
9 11 (5.24%) WinForms
9 11 (5.24%) WPF
9 11 (5.24%) XSLT
10 8 (3.81%) LAPP Stack
11 7 (3.33%) REST
11 7 (3.33%) Spring
12 6 (2.86%) RabbitMQ
Miscellaneous
1 30 (14.29%) PKI
2 22 (10.48%) Analytical Skills
3 15 (7.14%) Clustering
4 14 (6.67%) BYOD
4 14 (6.67%) Computer Science
5 12 (5.71%) Greenfield Project
6 11 (5.24%) Private Cloud
7 9 (4.29%) Data Centre
7 9 (4.29%) Management Information System
8 8 (3.81%) Algorithms
8 8 (3.81%) Fintech
8 8 (3.81%) Hedge funds
9 5 (2.38%) Robotics
9 5 (2.38%) Virtual Team
10 3 (1.43%) Replication
11 2 (0.95%) Mobile Banking
11 2 (0.95%) N-Tier
12 1 (0.48%) Mobile App
12 1 (0.48%) User Experience
12 1 (0.48%) Wiki
Operating Systems
1 122 (58.10%) Windows
2 97 (46.19%) Linux
3 69 (32.86%) Windows Server
4 57 (27.14%) Windows Server 2012
5 33 (15.71%) Windows Server 2008
6 31 (14.76%) Red Hat Enterprise Linux
7 29 (13.81%) Unix
8 19 (9.05%) Debian
9 14 (6.67%) CentOS
9 14 (6.67%) Ubuntu
10 12 (5.71%) Windows 7
11 11 (5.24%) Windows 10
11 11 (5.24%) Windows 8
12 10 (4.76%) Mac OS X
12 10 (4.76%) VMS
12 10 (4.76%) Windows Server 2003
13 4 (1.90%) Solaris
13 4 (1.90%) SUSE
14 2 (0.95%) Mesosphere
15 1 (0.48%) Mac OS
Processes & Methodologies
1 59 (28.10%) Configuration Management
2 47 (22.38%) Agile Software Development
3 42 (20.00%) DevOps
4 39 (18.57%) Continuous Integration
5 38 (18.10%) Identity Management
6 32 (15.24%) Task Automation
7 29 (13.81%) Patch Management
8 26 (12.38%) Email Filtering
8 26 (12.38%) ITIL
8 26 (12.38%) Kalman Filter
9 23 (10.95%) Mentoring
9 23 (10.95%) Open Source
10 21 (10.00%) Scrum
11 20 (9.52%) Migration
12 19 (9.05%) TDD
12 19 (9.05%) Test Automation
13 17 (8.10%) Problem Management
14 16 (7.62%) Business Intelligence
14 16 (7.62%) Performance Tuning
14 16 (7.62%) Service Design
Programming Languages
1 50 (23.81%) Python
2 49 (23.33%) PowerShell
3 43 (20.48%) SQL
4 33 (15.71%) Bash Shell
4 33 (15.71%) Java
5 23 (10.95%) Ruby
6 22 (10.48%) C#
6 22 (10.48%) Perl
7 18 (8.57%) JavaScript
8 14 (6.67%) C++
9 12 (5.71%) T-SQL
10 11 (5.24%) VB
10 11 (5.24%) XPath
10 11 (5.24%) XQuery
11 9 (4.29%) Shell Script
12 8 (3.81%) C
13 6 (2.86%) VBScript
14 4 (1.90%) Scala
15 1 (0.48%) Clojure
15 1 (0.48%) VB.NET
Qualifications
1 23 (10.95%) Degree
2 10 (4.76%) Microsoft Certification
3 7 (3.33%) MCITP
3 7 (3.33%) MCSE
4 6 (2.86%) Computer Science Degree
5 3 (1.43%) CISSP
6 2 (0.95%) CCNA
6 2 (0.95%) CCNP
6 2 (0.95%) Cisco Certification
6 2 (0.95%) Security Cleared
7 1 (0.48%) CCA
7 1 (0.48%) CISA
7 1 (0.48%) CISM
7 1 (0.48%) CITP
7 1 (0.48%) MCP
7 1 (0.48%) MCSA
7 1 (0.48%) SC Cleared
Quality Assurance & Compliance
1 6 (2.86%) QA
2 4 (1.90%) ISO/IEC 27001
3 2 (0.95%) GDPR
4 1 (0.48%) Data Quality
4 1 (0.48%) SLA
System Software
1 125 (59.52%) Active Directory
2 36 (17.14%) VMware Infrastructure
3 34 (16.19%) Hyper-V
4 33 (15.71%) Docker
5 12 (5.71%) HDFS
5 12 (5.71%) NFS
6 10 (4.76%) Ceph
7 9 (4.29%) Apache Flume
7 9 (4.29%) Virtual Desktop
8 7 (3.33%) Apache ZooKeeper
8 7 (3.33%) LXC
8 7 (3.33%) VMware ESXi
9 6 (2.86%) Virtual Machines
10 5 (2.38%) Microsoft App-V
11 3 (1.43%) Samba
12 2 (0.95%) KVM
12 2 (0.95%) vCloud
13 1 (0.48%) GPFS
13 1 (0.48%) Squid
13 1 (0.48%) XenDesktop
Systems Management
1 67 (31.90%) Puppet
2 46 (21.90%) SCOM
3 34 (16.19%) SCCM
4 27 (12.86%) Terraform
5 25 (11.90%) Opscode Chef
6 19 (9.05%) Ansible
7 16 (7.62%) Nagios
8 12 (5.71%) Kubernetes
9 11 (5.24%) NetBackup
9 11 (5.24%) Symantec Endpoint Protection
9 11 (5.24%) Symantec Enterprise Vault
10 10 (4.76%) Oracle ZFS
10 10 (4.76%) Rsyslog
11 7 (3.33%) yum
12 6 (2.86%) CFEngine
12 6 (2.86%) Cobbler
12 6 (2.86%) collectd
12 6 (2.86%) Red Hat Satellite
12 6 (2.86%) rkt
13 5 (2.38%) Failover Clustering
Vendors
1 108 (51.43%) Microsoft
2 47 (22.38%) Red Hat
3 45 (21.43%) VMware
4 36 (17.14%) HP
5 23 (10.95%) Oracle
6 20 (9.52%) Cloudera
7 13 (6.19%) 3PAR
8 12 (5.71%) Dell
9 11 (5.24%) Altiris
9 11 (5.24%) Cisco
9 11 (5.24%) IBM
9 11 (5.24%) Symantec
10 8 (3.81%) Hortonworks
10 8 (3.81%) Tableau
11 7 (3.33%) Hitachi
12 6 (2.86%) Solace
12 6 (2.86%) SolarWinds
12 6 (2.86%) TIBCO
13 5 (2.38%) Google
13 5 (2.38%) Splunk