Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Kerberos
UK > England
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 993 986 1147
Rank change year-on-year -7 +161 -8
Permanent jobs citing Kerberos 166 199 130
As % of all permanent IT jobs advertised in England 0.099% 0.11% 0.063%
As % of the Communications & Networking category 0.63% 0.65% 0.37%
Number of salaries quoted 132 147 117
England median annual salary £60,000 £57,500 £65,000
Median salary % change year-on-year +4.35% -11.54% +32.65%
10th Percentile £40,500 £36,250 £31,250
90th Percentile £90,000 £77,500 £90,000
UK median annual salary £57,500 £55,000 £62,500
% change year-on-year +4.55% -12.00% +31.58%

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 advertised in England with a requirement for communications or computer networking skills.

All Communications and Computer Networking Skills
England
Permanent vacancies with a requirement for communications or computer networking skills 26420 30519 34731
As % of all permanent IT jobs advertised in England 15.75% 17.03% 16.86%
Number of salaries quoted 21527 25185 28886
England median annual salary £45,000 £45,000 £45,000
10th Percentile £25,750 £26,000 £25,000
90th Percentile £72,500 £72,500 £72,000
UK median annual salary £45,000 £45,000 £45,000

Kerberos
Job Vacancy Trend in England

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

Job vacancy trend for Kerberos in England

Kerberos
Salary Trend in England

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

Salary trend for Kerberos in England

Kerberos
Salary Histogram in England

The salary distribution of IT jobs citing Kerberos in England over the 6 months to 18 November 2017.

Salary histogram for Kerberos in England

Kerberos
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kerberos within the England region over the 6 months to 18 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 -31 93 £70,000 +16.67% 9
South East +42 51 £57,500 +4.55% 3
South West -2 16 £44,000 +10.00%
Midlands +19 3 £51,000 -
East of England +13 2 £35,000 -32.04%
West Midlands +8 2 £51,000 -
East Midlands - 1 - -
Kerberos
UK

For the 6 months to 18 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 across the England region with a requirement for Kerberos.

1 97 (58.43%) Windows
2 89 (53.61%) Active Directory
3 88 (53.01%) LDAP
4 74 (44.58%) Microsoft
5 69 (41.57%) Linux
6 56 (33.73%) Windows Server
7 55 (33.13%) DNS
8 51 (30.72%) DHCP
8 51 (30.72%) Configuration Management
9 48 (28.92%) Amazon AWS
10 45 (27.11%) Puppet
11 44 (26.51%) Windows Server 2012
12 43 (25.90%) PowerShell
13 42 (25.30%) HP
13 42 (25.30%) VMware
14 41 (24.70%) Hadoop
15 40 (24.10%) Python
16 38 (22.89%) Agile Software Development
16 38 (22.89%) DevOps
16 38 (22.89%) Kalman Filter
17 37 (22.29%) Continuous Integration
17 37 (22.29%) SCOM
17 37 (22.29%) Apache
17 37 (22.29%) Patch Management
18 34 (20.48%) Docker
19 33 (19.88%) Big Data
19 33 (19.88%) VMware Infrastructure
19 33 (19.88%) Terraform
20 31 (18.67%) Red Hat
21 30 (18.07%) TCP/IP

Kerberos
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 (22.29%) Apache
2 24 (14.46%) Apache Spark
3 15 (9.04%) Skype for Business
3 15 (9.04%) Tomcat
4 14 (8.43%) Apache Solr
5 11 (6.63%) Confluence
5 11 (6.63%) SharePoint
6 8 (4.82%) IIS
7 5 (3.01%) JBoss
7 5 (3.01%) MS Exchange
8 4 (2.41%) Exchange Server 2013
8 4 (2.41%) nginx
8 4 (2.41%) SharePoint 2010
9 3 (1.81%) Elasticsearch
9 3 (1.81%) Oracle SOA Suite
10 1 (0.60%) SAS
10 1 (0.60%) WebSphere
10 1 (0.60%) WebSphere Application Server
Applications
1 2 (1.20%) Microsoft Excel
Business Applications
1 1 (0.60%) SAP Hybris
Cloud Services
1 48 (28.92%) Amazon AWS
2 28 (16.87%) IaaS
3 25 (15.06%) Microsoft Azure
3 25 (15.06%) Office 365
4 21 (12.65%) AWS CloudFormation
4 21 (12.65%) Virtual Private Cloud
5 10 (6.02%) PaaS
6 8 (4.82%) GitHub
7 7 (4.22%) SaaS
8 6 (3.61%) OneDrive
9 4 (2.41%) Azure Active Directory
10 2 (1.20%) Akamai
10 2 (1.20%) Cloudflare
11 1 (0.60%) G Suite
11 1 (0.60%) Google Cloud Platform
Communications & Networking
1 88 (53.01%) LDAP
2 55 (33.13%) DNS
3 51 (30.72%) DHCP
4 30 (18.07%) TCP/IP
5 29 (17.47%) SAN
6 21 (12.65%) Firewall
7 19 (11.45%) HTTP
7 19 (11.45%) SSH
8 16 (9.64%) SSL
9 15 (9.04%) Skype
10 14 (8.43%) Network Security
11 10 (6.02%) PBX
12 9 (5.42%) PSTN
13 7 (4.22%) HTTPS
13 7 (4.22%) SNMP
14 5 (3.01%) FTP
14 5 (3.01%) NAS
14 5 (3.01%) tcpdump
14 5 (3.01%) VLAN
15 4 (2.41%) Internet
Database & Business Intelligence
1 41 (24.70%) Hadoop
2 33 (19.88%) Big Data
3 27 (16.27%) PostgreSQL
4 25 (15.06%) MySQL
5 18 (10.84%) HBase
6 11 (6.63%) DB2
6 11 (6.63%) InfluxDB
7 8 (4.82%) Apache Hive
7 8 (4.82%) SQL Server
8 7 (4.22%) NoSQL
9 6 (3.61%) Data Warehouse
9 6 (3.61%) SQLite
10 5 (3.01%) DataStax
10 5 (3.01%) Impala
10 5 (3.01%) OpenTSDB
11 4 (2.41%) Amazon DynamoDB
11 4 (2.41%) Apache Cassandra
11 4 (2.41%) QlikView
11 4 (2.41%) Relational Database
11 4 (2.41%) SQL Server 2008
Development Applications
1 16 (9.64%) Git (software)
2 15 (9.04%) Jenkins
3 14 (8.43%) JIRA
4 8 (4.82%) Cucumber
4 8 (4.82%) TeamCity
5 7 (4.22%) Team Foundation Server
6 6 (3.61%) Gerrit
6 6 (3.61%) MSI
7 5 (3.01%) Subversion
8 4 (2.41%) Atlassian Bamboo
9 3 (1.81%) GitLab
10 1 (0.60%) Buildbot
10 1 (0.60%) Burp Suite
10 1 (0.60%) GDB
10 1 (0.60%) IntelliJ
10 1 (0.60%) LoadRunner
10 1 (0.60%) Metasploit
10 1 (0.60%) sqlmap
10 1 (0.60%) Talend Open Studio
10 1 (0.60%) Visual Studio
General
1 24 (14.46%) Finance
2 11 (6.63%) Banking
3 5 (3.01%) Games
3 5 (3.01%) Marketing
4 3 (1.81%) Electronics
4 3 (1.81%) Investment Banking
4 3 (1.81%) Manufacturing
4 3 (1.81%) Telecoms
5 2 (1.20%) Legal
5 2 (1.20%) Retail
Job Titles
1 32 (19.28%) Systems Engineer
2 20 (12.05%) Administrator
2 20 (12.05%) Infrastructure Engineer
3 19 (11.45%) Linux Engineer
4 16 (9.64%) Developer
4 16 (9.64%) Systems Administrator
5 15 (9.04%) Support Engineer
6 14 (8.43%) Unix Engineer
7 12 (7.23%) AWS Engineer
7 12 (7.23%) Senior Systems Engineer
7 12 (7.23%) Windows Engineer
8 11 (6.63%) Linux Administrator
8 11 (6.63%) Linux Systems Administrator
9 10 (6.02%) Architect
9 10 (6.02%) Linux Systems Engineer
10 9 (5.42%) DevOps Engineer
10 9 (5.42%) Windows Systems Engineer
11 8 (4.82%) Senior Linux Administrator
11 8 (4.82%) Senior Linux Systems Administrator
11 8 (4.82%) Senior Systems Administrator
Libraries, Frameworks & Software Standards
1 21 (12.65%) Kafka
2 12 (7.23%) .NET
3 11 (6.63%) Web Services
4 10 (6.02%) HTML
4 10 (6.02%) REST
4 10 (6.02%) RESTful
4 10 (6.02%) Spring
5 9 (5.42%) ASP.NET
5 9 (5.42%) Drools
5 9 (5.42%) Spring Boot
5 9 (5.42%) XML
6 8 (4.82%) .NET Framework
6 8 (4.82%) Apache Camel
6 8 (4.82%) LAMP
7 7 (4.22%) ASP.NET Web Forms
7 7 (4.22%) Entity Framework
7 7 (4.22%) RabbitMQ
7 7 (4.22%) WCF
7 7 (4.22%) WinForms
7 7 (4.22%) WPF
Miscellaneous
1 28 (16.87%) PKI
2 21 (12.65%) Analytical Skills
2 21 (12.65%) Clustering
3 14 (8.43%) Private Cloud
4 12 (7.23%) Computer Science
5 9 (5.42%) BYOD
6 7 (4.22%) Hedge funds
7 6 (3.61%) Algorithms
7 6 (3.61%) Greenfield Project
8 5 (3.01%) Management Information System
9 4 (2.41%) Fintech
10 2 (1.20%) Data Centre
10 2 (1.20%) Foreign Exchange (FX)
10 2 (1.20%) Mobile Banking
10 2 (1.20%) Replication
10 2 (1.20%) Virtual Team
11 1 (0.60%) DataPower
11 1 (0.60%) Online Games
11 1 (0.60%) Taxonomies
Operating Systems
1 97 (58.43%) Windows
2 69 (41.57%) Linux
3 56 (33.73%) Windows Server
4 44 (26.51%) Windows Server 2012
5 23 (13.86%) Windows Server 2008
6 20 (12.05%) Unix
7 15 (9.04%) Red Hat Enterprise Linux
8 14 (8.43%) CentOS
8 14 (8.43%) Ubuntu
9 11 (6.63%) Windows 10
9 11 (6.63%) Windows Server 2003
10 10 (6.02%) Mac OS X
10 10 (6.02%) Solaris
11 5 (3.01%) Windows 7
12 4 (2.41%) Debian
12 4 (2.41%) VMS
12 4 (2.41%) Windows 8
13 2 (1.20%) SUSE
14 1 (0.60%) Kali Linux
14 1 (0.60%) Mac OS
Processes & Methodologies
1 51 (30.72%) Configuration Management
2 38 (22.89%) Agile Software Development
2 38 (22.89%) DevOps
2 38 (22.89%) Kalman Filter
3 37 (22.29%) Continuous Integration
3 37 (22.29%) Patch Management
4 28 (16.87%) Performance Tuning
5 27 (16.27%) Email Filtering
6 24 (14.46%) Identity Management
6 24 (14.46%) Mentoring
7 20 (12.05%) Scrum
8 19 (11.45%) Capacity Management
8 19 (11.45%) ITIL
9 18 (10.84%) Problem Management
9 18 (10.84%) Task Automation
9 18 (10.84%) TDD
10 16 (9.64%) Operations Management
11 15 (9.04%) Business Intelligence
12 14 (8.43%) Analytics
13 13 (7.83%) Process Improvement
Programming Languages
1 43 (25.90%) PowerShell
2 40 (24.10%) Python
3 26 (15.66%) SQL
4 24 (14.46%) Java
5 18 (10.84%) Bash Shell
6 15 (9.04%) Perl
7 14 (8.43%) C#
8 13 (7.83%) Shell Script
9 12 (7.23%) JavaScript
9 12 (7.23%) Ruby
10 9 (5.42%) C++
10 9 (5.42%) T-SQL
11 7 (4.22%) Scala
11 7 (4.22%) XPath
11 7 (4.22%) XQuery
12 6 (3.61%) C
13 4 (2.41%) VB
14 3 (1.81%) VBScript
15 2 (1.20%) PHP
15 2 (1.20%) VB.NET
Qualifications
1 16 (9.64%) Degree
2 7 (4.22%) Computer Science Degree
3 6 (3.61%) Security Cleared
4 4 (2.41%) SC Cleared
5 2 (1.20%) CISSP
5 2 (1.20%) MCITP
5 2 (1.20%) MCSE
5 2 (1.20%) Microsoft Certification
6 1 (0.60%) CCA
6 1 (0.60%) CCNA
6 1 (0.60%) CCNP
6 1 (0.60%) Cisco Certification
6 1 (0.60%) CITP
Quality Assurance & Compliance
1 6 (3.61%) QA
2 2 (1.20%) GDPR
2 2 (1.20%) ISO/IEC 27001
3 1 (0.60%) Data Quality
3 1 (0.60%) GCP
3 1 (0.60%) NIST 800
System Software
1 89 (53.61%) Active Directory
2 34 (20.48%) Docker
3 33 (19.88%) VMware Infrastructure
4 15 (9.04%) HDFS
5 14 (8.43%) Hyper-V
5 14 (8.43%) NFS
6 12 (7.23%) Samba
6 12 (7.23%) VMware ESXi
7 10 (6.02%) Apache ZooKeeper
7 10 (6.02%) iptables
7 10 (6.02%) Virtual Desktop
8 8 (4.82%) Apache Flume
8 8 (4.82%) Virtual Machines
9 7 (4.22%) LXC
10 6 (3.61%) Microsoft App-V
11 5 (3.01%) Snort
11 5 (3.01%) Xen
12 4 (2.41%) Ceph
12 4 (2.41%) Job Entry Subsystem
13 2 (1.20%) PowerDNS
Systems Management
1 45 (27.11%) Puppet
2 37 (22.29%) SCOM
3 33 (19.88%) Terraform
4 28 (16.87%) SCCM
5 25 (15.06%) Ansible
6 24 (14.46%) Nagios
7 17 (10.24%) Kubernetes
8 15 (9.04%) Opscode Chef
9 14 (8.43%) Oracle ZFS
10 13 (7.83%) Red Hat Satellite
11 10 (6.02%) Cacti
12 9 (5.42%) vCenter Server
13 8 (4.82%) Cisco CUCM
13 8 (4.82%) Microsoft Clustering
13 8 (4.82%) SCOrch
13 8 (4.82%) Simpana
14 7 (4.22%) yum
15 6 (3.61%) CFEngine
15 6 (3.61%) collectd
15 6 (3.61%) Microsoft Intune
Vendors
1 74 (44.58%) Microsoft
2 42 (25.30%) HP
2 42 (25.30%) VMware
3 31 (18.67%) Red Hat
4 23 (13.86%) Oracle
5 15 (9.04%) Cisco
5 15 (9.04%) Cloudera
6 12 (7.23%) Dell
7 11 (6.63%) EMC
7 11 (6.63%) Hortonworks
8 10 (6.02%) Brocade
8 10 (6.02%) NetApp
8 10 (6.02%) Sun
9 8 (4.82%) CommVault
9 8 (4.82%) IBM
10 7 (4.22%) Hitachi
11 6 (3.61%) SolarWinds
11 6 (3.61%) Splunk
11 6 (3.61%) Tableau
11 6 (3.61%) TIBCO