Period
to 24 November 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 24 November 2017 with a comparison to the same period in the previous 2 years.

Kerberos
UK
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 1030 1012 1189
Rank change year-on-year -18 +177 -46
Permanent jobs citing Kerberos 181 210 134
As % of all permanent IT jobs advertised in the UK 0.10% 0.11% 0.061%
As % of the Communications & Networking category 0.64% 0.65% 0.37%
Number of salaries quoted 141 150 121
UK median annual salary £57,500 £55,000 £62,500
Median salary % change year-on-year +4.55% -12.00% +31.58%
10th Percentile £36,250 £36,250 £31,250
90th Percentile £90,000 £77,625 £90,000
UK excluding London median annual salary £46,250 £54,000 £37,500
% change year-on-year -14.35% +44.00% -21.05%

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 28197 32099 36357
As % of all permanent IT jobs advertised in the UK 15.65% 16.96% 16.62%
Number of salaries quoted 22815 26256 30085
UK median annual salary £45,000 £45,000 £45,000
10th Percentile £25,750 £26,000 £25,000
90th Percentile £72,500 £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 24 November 2017.

Salary histogram for Kerberos in the UK

Kerberos
Top 11 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 24 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
England +14 168 £60,000 +9.09% 13
London -21 95 £70,000 +16.67% 12
UK excluding London +58 84 £46,250 -14.35% 1
South East +58 51 £55,000 -
South West +27 15 £44,000 +10.00%
Scotland -3 7 £41,500 -
Northern Ireland - 5 £40,000 -
Midlands +25 3 £51,000 -
East of England +13 3 £35,000 -32.04% 1
West Midlands +8 2 £51,000 -
East Midlands - 1 - -

For the 6 months to 24 November 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.

1 104 (57.46%) Windows
2 102 (56.35%) LDAP
3 96 (53.04%) Active Directory
4 85 (46.96%) Linux
5 77 (42.54%) Microsoft
6 60 (33.15%) DNS
7 57 (31.49%) Configuration Management
8 56 (30.94%) DHCP
9 54 (29.83%) Windows Server
10 50 (27.62%) Puppet
11 49 (27.07%) HP
12 48 (26.52%) Amazon AWS
13 46 (25.41%) Python
14 44 (24.31%) PowerShell
15 43 (23.76%) Hadoop
15 43 (23.76%) DevOps
16 42 (23.20%) Windows Server 2012
16 42 (23.20%) VMware
17 41 (22.65%) Apache
18 40 (22.10%) Kalman Filter
18 40 (22.10%) Docker
18 40 (22.10%) Patch Management
19 38 (20.99%) TCP/IP
19 38 (20.99%) Red Hat
19 38 (20.99%) Agile Software Development
20 37 (20.44%) Nagios
20 37 (20.44%) Continuous Integration
21 35 (19.34%) SCOM
21 35 (19.34%) Big Data
21 35 (19.34%) SAN

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 41 (22.65%) Apache
2 26 (14.36%) Apache Spark
3 17 (9.39%) Tomcat
4 14 (7.73%) Apache Solr
5 13 (7.18%) Skype for Business
6 12 (6.63%) SharePoint
7 11 (6.08%) Confluence
8 9 (4.97%) IIS
9 5 (2.76%) JBoss
9 5 (2.76%) MS Exchange
10 4 (2.21%) Elasticsearch
10 4 (2.21%) Exchange Server 2013
10 4 (2.21%) nginx
10 4 (2.21%) SharePoint 2010
11 3 (1.66%) Oracle SOA Suite
12 1 (0.55%) SAS
12 1 (0.55%) WebSphere
12 1 (0.55%) WebSphere Application Server
Applications
1 2 (1.10%) Microsoft Excel
Business Applications
1 1 (0.55%) SAP Hybris
Cloud Services
1 48 (26.52%) Amazon AWS
2 26 (14.36%) IaaS
2 26 (14.36%) Microsoft Azure
3 22 (12.15%) Office 365
4 21 (11.60%) AWS CloudFormation
4 21 (11.60%) Virtual Private Cloud
5 8 (4.42%) GitHub
5 8 (4.42%) PaaS
6 7 (3.87%) SaaS
7 6 (3.31%) OneDrive
8 4 (2.21%) Azure Active Directory
9 2 (1.10%) Akamai
9 2 (1.10%) Cloudflare
10 1 (0.55%) G Suite
10 1 (0.55%) Google Cloud Platform
Communications & Networking
1 102 (56.35%) LDAP
2 60 (33.15%) DNS
3 56 (30.94%) DHCP
4 38 (20.99%) TCP/IP
5 35 (19.34%) SAN
6 26 (14.36%) HTTP
6 26 (14.36%) SSH
7 23 (12.71%) SSL
8 21 (11.60%) Firewall
9 14 (7.73%) Network Security
10 13 (7.18%) Skype
11 12 (6.63%) SNMP
12 11 (6.08%) SMTP
13 10 (5.52%) FTP
14 8 (4.42%) PBX
15 7 (3.87%) HTTPS
15 7 (3.87%) PSTN
16 5 (2.76%) IMAP
16 5 (2.76%) VLAN
16 5 (2.76%) VoIP
Database & Business Intelligence
1 43 (23.76%) Hadoop
2 35 (19.34%) Big Data
3 30 (16.57%) PostgreSQL
4 29 (16.02%) MySQL
5 19 (10.50%) HBase
6 13 (7.18%) DB2
7 11 (6.08%) InfluxDB
8 9 (4.97%) Apache Hive
9 8 (4.42%) NoSQL
9 8 (4.42%) SQL Server
10 6 (3.31%) Data Warehouse
10 6 (3.31%) Impala
10 6 (3.31%) SQLite
11 5 (2.76%) Apache Cassandra
11 5 (2.76%) DataStax
11 5 (2.76%) OpenTSDB
12 4 (2.21%) Amazon DynamoDB
12 4 (2.21%) MongoDB
12 4 (2.21%) Relational Database
12 4 (2.21%) Sqoop
Development Applications
1 21 (11.60%) Git (software)
1 21 (11.60%) Jenkins
2 14 (7.73%) JIRA
3 11 (6.08%) Subversion
4 8 (4.42%) Cucumber
4 8 (4.42%) Team Foundation Server
4 8 (4.42%) TeamCity
5 6 (3.31%) Gerrit
5 6 (3.31%) MSI
6 5 (2.76%) Artifactory
6 5 (2.76%) Bugzilla
6 5 (2.76%) CMake
6 5 (2.76%) Maven
6 5 (2.76%) MSBuild
6 5 (2.76%) NuGet
6 5 (2.76%) Phabricator
6 5 (2.76%) Ranorex
6 5 (2.76%) SonarQube
7 4 (2.21%) Atlassian Bamboo
7 4 (2.21%) GitLab
General
1 31 (17.13%) Finance
2 11 (6.08%) Banking
3 6 (3.31%) Games
4 4 (2.21%) Marketing
5 3 (1.66%) Electronics
5 3 (1.66%) Investment Banking
5 3 (1.66%) Manufacturing
5 3 (1.66%) Telecoms
6 2 (1.10%) Legal
6 2 (1.10%) Retail
Job Titles
1 31 (17.13%) Systems Engineer
2 27 (14.92%) Infrastructure Engineer
3 22 (12.15%) Administrator
4 21 (11.60%) Unix Engineer
5 19 (10.50%) Linux Engineer
6 17 (9.39%) Systems Administrator
7 16 (8.84%) Support Engineer
8 15 (8.29%) Developer
9 13 (7.18%) Architect
10 12 (6.63%) Linux Administrator
11 11 (6.08%) AWS Engineer
11 11 (6.08%) Linux Systems Administrator
11 11 (6.08%) Senior Systems Engineer
11 11 (6.08%) Windows Engineer
12 10 (5.52%) Linux Systems Engineer
13 9 (4.97%) IT Engineer
14 8 (4.42%) DevOps Engineer
14 8 (4.42%) Project Engineer
14 8 (4.42%) Subject Matter Expert
14 8 (4.42%) Windows Systems Engineer
Libraries, Frameworks & Software Standards
1 22 (12.15%) Kafka
2 14 (7.73%) LAMP
3 13 (7.18%) .NET
4 12 (6.63%) Web Services
5 10 (5.52%) HTML
5 10 (5.52%) REST
5 10 (5.52%) Spring
6 9 (4.97%) Drools
6 9 (4.97%) RESTful
6 9 (4.97%) Spring Boot
7 8 (4.42%) Apache Camel
7 8 (4.42%) ASP.NET
7 8 (4.42%) XML
8 7 (3.87%) .NET Framework
8 7 (3.87%) LAPP Stack
8 7 (3.87%) RabbitMQ
8 7 (3.87%) SAML
9 6 (3.31%) 802.1X
9 6 (3.31%) WCF
9 6 (3.31%) WPF
Miscellaneous
1 28 (15.47%) PKI
2 22 (12.15%) Analytical Skills
3 21 (11.60%) Clustering
4 14 (7.73%) Private Cloud
5 13 (7.18%) Computer Science
6 9 (4.97%) BYOD
6 9 (4.97%) Fintech
7 7 (3.87%) Data Centre
7 7 (3.87%) Hedge funds
8 6 (3.31%) Algorithms
8 6 (3.31%) Greenfield Project
9 5 (2.76%) Management Information System
9 5 (2.76%) Robotics
10 2 (1.10%) Foreign Exchange (FX)
10 2 (1.10%) Mobile Banking
10 2 (1.10%) N-Tier
10 2 (1.10%) Virtual Team
11 1 (0.55%) DataPower
11 1 (0.55%) Online Games
11 1 (0.55%) Taxonomies
Operating Systems
1 104 (57.46%) Windows
2 85 (46.96%) Linux
3 54 (29.83%) Windows Server
4 42 (23.20%) Windows Server 2012
5 28 (15.47%) Unix
6 23 (12.71%) Windows Server 2008
7 17 (9.39%) Red Hat Enterprise Linux
7 17 (9.39%) Solaris
8 16 (8.84%) CentOS
8 16 (8.84%) Ubuntu
9 14 (7.73%) Debian
10 11 (6.08%) Windows 10
10 11 (6.08%) Windows Server 2003
11 10 (5.52%) Mac OS X
12 5 (2.76%) Windows 7
13 4 (2.21%) VMS
13 4 (2.21%) Windows 8
14 2 (1.10%) Mesosphere
14 2 (1.10%) SUSE
15 1 (0.55%) Kali Linux
Processes & Methodologies
1 57 (31.49%) Configuration Management
2 43 (23.76%) DevOps
3 40 (22.10%) Kalman Filter
3 40 (22.10%) Patch Management
4 38 (20.99%) Agile Software Development
5 37 (20.44%) Continuous Integration
6 30 (16.57%) Performance Tuning
7 27 (14.92%) Email Filtering
8 23 (12.71%) Mentoring
9 22 (12.15%) Identity Management
10 21 (11.60%) Capacity Management
11 20 (11.05%) ITIL
12 19 (10.50%) Scrum
13 18 (9.94%) Capacity Planning
13 18 (9.94%) Problem Management
13 18 (9.94%) Process Improvement
13 18 (9.94%) Task Automation
14 17 (9.39%) Business Intelligence
14 17 (9.39%) TDD
15 16 (8.84%) Operations Management
Programming Languages
1 46 (25.41%) Python
2 44 (24.31%) PowerShell
3 28 (15.47%) Bash Shell
3 28 (15.47%) Java
4 27 (14.92%) SQL
5 20 (11.05%) Perl
6 15 (8.29%) Shell Script
7 14 (7.73%) C#
8 13 (7.18%) JavaScript
9 12 (6.63%) Ruby
10 9 (4.97%) C++
11 8 (4.42%) Scala
11 8 (4.42%) T-SQL
12 6 (3.31%) C
12 6 (3.31%) XPath
12 6 (3.31%) XQuery
13 4 (2.21%) VB
13 4 (2.21%) VBScript
14 2 (1.10%) PHP
14 2 (1.10%) VB.NET
Qualifications
1 17 (9.39%) Degree
2 8 (4.42%) Computer Science Degree
3 6 (3.31%) Security Cleared
4 4 (2.21%) SC Cleared
5 2 (1.10%) CISSP
5 2 (1.10%) MCITP
5 2 (1.10%) MCSE
5 2 (1.10%) Microsoft Certification
6 1 (0.55%) CCA
6 1 (0.55%) CCNA
6 1 (0.55%) CCNP
6 1 (0.55%) Cisco Certification
6 1 (0.55%) CITP
Quality Assurance & Compliance
1 6 (3.31%) QA
2 2 (1.10%) GDPR
2 2 (1.10%) ISO/IEC 27001
3 1 (0.55%) Data Quality
3 1 (0.55%) GCP
3 1 (0.55%) NIST 800
System Software
1 96 (53.04%) Active Directory
2 40 (22.10%) Docker
3 33 (18.23%) VMware Infrastructure
4 21 (11.60%) NFS
5 16 (8.84%) HDFS
6 15 (8.29%) Samba
7 12 (6.63%) iptables
7 12 (6.63%) VMware ESXi
8 11 (6.08%) Apache ZooKeeper
8 11 (6.08%) Hyper-V
9 10 (5.52%) Virtual Desktop
10 9 (4.97%) Apache Flume
11 8 (4.42%) Virtual Machines
12 7 (3.87%) LXC
13 6 (3.31%) Microsoft App-V
13 6 (3.31%) Snort
13 6 (3.31%) Xen
14 4 (2.21%) Ceph
14 4 (2.21%) Job Entry Subsystem
15 2 (1.10%) PowerDNS
Systems Management
1 50 (27.62%) Puppet
2 37 (20.44%) Nagios
3 35 (19.34%) SCOM
4 33 (18.23%) Terraform
5 27 (14.92%) SCCM
6 26 (14.36%) Ansible
7 18 (9.94%) Kubernetes
8 16 (8.84%) Opscode Chef
8 16 (8.84%) Oracle ZFS
9 15 (8.29%) Red Hat Satellite
10 12 (6.63%) Cacti
11 9 (4.97%) vCenter Server
12 8 (4.42%) Cisco CUCM
12 8 (4.42%) Microsoft Clustering
12 8 (4.42%) SCOrch
12 8 (4.42%) Simpana
12 8 (4.42%) yum
13 6 (3.31%) Cobbler
13 6 (3.31%) collectd
13 6 (3.31%) Microsoft Intune
Vendors
1 77 (42.54%) Microsoft
2 49 (27.07%) HP
3 42 (23.20%) VMware
4 38 (20.99%) Red Hat
5 26 (14.36%) Oracle
6 18 (9.94%) EMC
7 17 (9.39%) Cloudera
7 17 (9.39%) NetApp
8 16 (8.84%) Cisco
9 13 (7.18%) Hortonworks
9 13 (7.18%) IBM
10 12 (6.63%) Brocade
10 12 (6.63%) Dell
10 12 (6.63%) Sun
11 9 (4.97%) 3PAR
12 8 (4.42%) CommVault
12 8 (4.42%) Tableau
13 7 (3.87%) Hitachi
14 6 (3.31%) CheckPoint
14 6 (3.31%) TIBCO