Period
to 19 October 2019

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 19 October 2019 with a comparison to the same period in the previous 2 years.

Kerberos
UK > England
6 months to
19 Oct 2019
Same period 2018 Same period 2017
Rank 986 1020 1004
Rank change year-on-year +34 -16 +48
Permanent jobs citing Kerberos 59 112 172
As % of all permanent IT jobs advertised in England 0.047% 0.073% 0.10%
As % of the Communications & Networking category 0.30% 0.49% 0.66%
Number of salaries quoted 46 69 134
England median annual salary £55,000 £60,000 £60,000
Median salary % change year-on-year -8.33% - +4.35%
10th Percentile £39,375 £34,900 £40,500
90th Percentile £83,750 £85,000 £90,000
UK median annual salary £55,000 £57,500 £57,500
% change year-on-year -4.35% - -

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 19,732 22,979 26,257
As % of all permanent IT jobs advertised in England 15.67% 14.96% 16.01%
Number of salaries quoted 15,301 18,303 21,487
England median annual salary £46,500 £47,500 £45,000
Median salary % change year-on-year -2.11% +5.56% -
10th Percentile £25,750 £26,000 £25,750
90th Percentile £77,500 £75,000 £72,500
UK median annual salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +5.56% -

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 19 October 2019.

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 19 October 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
London +60 25 £77,000 +14.07% 6
North of England +41 17 £52,500 +22.09% 5
North West +46 13 £52,500 +22.09% 1
Midlands +37 11 £45,000 +5.88% 3
West Midlands +44 8 £45,000 +20.00% 2
South West +21 3 £55,000 - 4
East Midlands +20 3 £45,000 -5.26% 1
South East +33 2 £66,250 -11.67% 3
Yorkshire +7 2 £37,500 +7.14% 1
North East - 2 £61,000 - 3
Kerberos
UK

For the 6 months to 19 October 2019, IT jobs citing Kerberos 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 Kerberos.

1 31 (52.54%) SAML
2 27 (45.76%) Azure
3 25 (42.37%) Linux
3 25 (42.37%) Python
4 24 (40.68%) Active Directory
4 24 (40.68%) Agile Software Development
4 24 (40.68%) Single Sign-On
5 23 (38.98%) OAuth
5 23 (38.98%) Microsoft
6 21 (35.59%) LDAP
6 21 (35.59%) Office 365
7 19 (32.20%) Windows
7 19 (32.20%) DNS
8 18 (30.51%) VPN
8 18 (30.51%) AWS
9 17 (28.81%) Bash Shell
9 17 (28.81%) Big Data
9 17 (28.81%) SSL
9 17 (28.81%) Firewall
10 16 (27.12%) Java
10 16 (27.12%) SQL
10 16 (27.12%) Apache Spark
11 15 (25.42%) Ansible
11 15 (25.42%) Hadoop
12 14 (23.73%) Apache Hive
12 14 (23.73%) HBase
12 14 (23.73%) DHCP
12 14 (23.73%) Microsoft Certification
12 14 (23.73%) Data Centre
13 13 (22.03%) Cybersecurity

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 16 (27.12%) Apache Spark
2 3 (5.08%) Apache
3 2 (3.39%) Confluence
3 2 (3.39%) Exchange Server 2003
3 2 (3.39%) IIS
3 2 (3.39%) MS Exchange
4 1 (1.69%) Apache Pig
4 1 (1.69%) Apache Solr
4 1 (1.69%) Elasticsearch
4 1 (1.69%) SharePoint
Applications
1 1 (1.69%) Microsoft Excel
1 1 (1.69%) Microsoft PowerPoint
Cloud Services
1 27 (45.76%) Azure
2 21 (35.59%) Office 365
3 18 (30.51%) AWS
4 9 (15.25%) IaaS
4 9 (15.25%) PaaS
5 5 (8.47%) Azure Active Directory
6 4 (6.78%) GCP
7 1 (1.69%) Amazon EMR
7 1 (1.69%) Amazon SQS
Communications & Networking
1 19 (32.20%) DNS
2 18 (30.51%) VPN
3 17 (28.81%) Firewall
3 17 (28.81%) SSL
4 14 (23.73%) DHCP
5 8 (13.56%) IPsec
6 7 (11.86%) HTTP
7 5 (8.47%) HTTPS
7 5 (8.47%) TCP/IP
8 4 (6.78%) ATM
8 4 (6.78%) MPLS
8 4 (6.78%) SNMP
9 3 (5.08%) BGP
9 3 (5.08%) LAN
9 3 (5.08%) OSPF
9 3 (5.08%) WAN
10 2 (3.39%) TACACS
10 2 (3.39%) VLAN
10 2 (3.39%) WLAN
11 1 (1.69%) DMZ
Database & Business Intelligence
1 17 (28.81%) Big Data
2 15 (25.42%) Hadoop
3 14 (23.73%) Apache Hive
3 14 (23.73%) HBase
4 9 (15.25%) Sqoop
5 4 (6.78%) NoSQL
6 3 (5.08%) Apache Cassandra
6 3 (5.08%) PostgreSQL
6 3 (5.08%) Relational Database
7 2 (3.39%) Data Warehouse
7 2 (3.39%) Impala
7 2 (3.39%) MongoDB
7 2 (3.39%) Pentaho
7 2 (3.39%) RDBMS
7 2 (3.39%) SQL Server
8 1 (1.69%) Data Mining
8 1 (1.69%) MySQL
8 1 (1.69%) OLTP
8 1 (1.69%) Oracle Database 11g
8 1 (1.69%) Redis
Development Applications
1 6 (10.17%) Git (software)
2 5 (8.47%) Jenkins
3 3 (5.08%) Subversion
4 2 (3.39%) Artifactory
4 2 (3.39%) JIRA
5 1 (1.69%) Bitbucket
5 1 (1.69%) Eclipse
5 1 (1.69%) GitLab
5 1 (1.69%) GoCD
5 1 (1.69%) Gradle
5 1 (1.69%) IntelliJ
5 1 (1.69%) JUnit
5 1 (1.69%) Maven
5 1 (1.69%) Mercurial
5 1 (1.69%) Mockito
5 1 (1.69%) RStudio
5 1 (1.69%) Selenium
5 1 (1.69%) Xcode
General
1 8 (13.56%) Banking
1 8 (13.56%) Public Sector
2 7 (11.86%) Legal
3 5 (8.47%) Finance
4 3 (5.08%) Law
5 2 (3.39%) Telecoms
6 1 (1.69%) Investment Banking
Job Titles
1 10 (16.95%) DevOps Engineer
2 9 (15.25%) Architect
2 9 (15.25%) Infrastructure Engineer
3 8 (13.56%) Security Architect
3 8 (13.56%) Senior Architect
3 8 (13.56%) Senior Security Architect
4 7 (11.86%) Senior DevOps
4 7 (11.86%) Senior DevOps Engineer
5 6 (10.17%) Active Directory Specialist
6 5 (8.47%) Active Directory Engineer
6 5 (8.47%) Big Data Engineer
6 5 (8.47%) Office 365 Specialist
6 5 (8.47%) Technical Architect
7 4 (6.78%) Administrator
7 4 (6.78%) Data Engineer
7 4 (6.78%) Developer
7 4 (6.78%) Platform Engineer
7 4 (6.78%) Security Technical Architect
7 4 (6.78%) Senior Technical Architect
8 3 (5.08%) Hadoop Administrator
Libraries, Frameworks & Software Standards
1 31 (52.54%) SAML
2 23 (38.98%) OAuth
3 21 (35.59%) LDAP
4 11 (18.64%) OpenID
5 10 (16.95%) OAuth2
6 8 (13.56%) Elastic Stack
6 8 (13.56%) XACML
7 7 (11.86%) REST
8 6 (10.17%) Kafka
9 3 (5.08%) SailPoint
10 2 (3.39%) Grails
10 2 (3.39%) J2EE
10 2 (3.39%) JPA
10 2 (3.39%) LAPP Stack
10 2 (3.39%) Spring
10 2 (3.39%) Web Services
11 1 (1.69%) .NET
11 1 (1.69%) Apache CXF
11 1 (1.69%) Drools
11 1 (1.69%) MFC
Miscellaneous
1 14 (23.73%) Data Centre
2 8 (13.56%) Distributed Denial-of-Service
3 7 (11.86%) Analytical Skills
4 6 (10.17%) Replication
4 6 (10.17%) Virtual Team
5 5 (8.47%) PKI
6 4 (6.78%) User Experience
7 3 (5.08%) Hedge funds
7 3 (5.08%) Management Information System
8 2 (3.39%) Public Cloud
8 2 (3.39%) Security Operations Centre
9 1 (1.69%) Greenfield Project
Operating Systems
1 25 (42.37%) Linux
2 19 (32.20%) Windows
3 12 (20.34%) Windows Server
4 7 (11.86%) Unix
5 6 (10.17%) Windows Server 2003
5 6 (10.17%) Windows Server 2012
6 2 (3.39%) Debian
6 2 (3.39%) SUSE Linux Enterprise Server
6 2 (3.39%) Windows Server 2008
7 1 (1.69%) Android
7 1 (1.69%) Apple iOS
7 1 (1.69%) CentOS
7 1 (1.69%) Red Hat Enterprise Linux
7 1 (1.69%) Ubuntu
7 1 (1.69%) VMS
Processes & Methodologies
1 24 (40.68%) Agile Software Development
2 13 (22.03%) Cybersecurity
3 12 (20.34%) DevOps
3 12 (20.34%) Mentoring
3 12 (20.34%) Microservices
4 11 (18.64%) Infrastructure Engineering
4 11 (18.64%) Software Engineering
5 10 (16.95%) Coaching
6 9 (15.25%) ITIL
6 9 (15.25%) Problem-Solving
7 8 (13.56%) Dependency Management
8 7 (11.86%) Business Intelligence
8 7 (11.86%) Disaster Recovery
8 7 (11.86%) Information Security
8 7 (11.86%) Project Management
8 7 (11.86%) Server Management
9 6 (10.17%) Configuration Management
9 6 (10.17%) Continuous Integration
9 6 (10.17%) Identity Access Management
9 6 (10.17%) Technical Analysis
Programming Languages
1 25 (42.37%) Python
2 17 (28.81%) Bash Shell
3 16 (27.12%) Java
3 16 (27.12%) SQL
4 12 (20.34%) PowerShell
4 12 (20.34%) Ruby
5 5 (8.47%) Shell Script
6 4 (6.78%) Perl
7 3 (5.08%) Groovy
8 2 (3.39%) C
8 2 (3.39%) C++
9 1 (1.69%) Clojure
9 1 (1.69%) HiveQL
9 1 (1.69%) PHP
9 1 (1.69%) Pig Latin
Qualifications
1 14 (23.73%) Microsoft Certification
2 12 (20.34%) Degree
3 9 (15.25%) MCSE
4 8 (13.56%) MCSA
5 5 (8.47%) SC Cleared
5 5 (8.47%) Security Cleared
6 4 (6.78%) CISM
6 4 (6.78%) CISSP
7 3 (5.08%) CISA
8 2 (3.39%) CCA
8 2 (3.39%) CCIE
8 2 (3.39%) CCNP
8 2 (3.39%) Cisco Certification
9 1 (1.69%) Citrix Certification
9 1 (1.69%) CRISC
9 1 (1.69%) GCIA
9 1 (1.69%) PMI Certification
9 1 (1.69%) PMP
9 1 (1.69%) VCP6
9 1 (1.69%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 9 (15.25%) Data Quality
2 4 (6.78%) ISO/IEC 27001
3 2 (3.39%) COBIT
3 2 (3.39%) GDPR
3 2 (3.39%) NIST
3 2 (3.39%) NIST 800
4 1 (1.69%) SLA
System Software
1 24 (40.68%) Active Directory
2 13 (22.03%) HDFS
3 8 (13.56%) RACF
4 7 (11.86%) Docker
5 5 (8.47%) Virtual Servers
6 3 (5.08%) VMware Infrastructure
7 2 (3.39%) Hyper-V
7 2 (3.39%) Lustre
7 2 (3.39%) Virtual Machines
7 2 (3.39%) VMware NSX
8 1 (1.69%) Ceph
8 1 (1.69%) KVM
8 1 (1.69%) NFS
8 1 (1.69%) Oracle Clusterware
8 1 (1.69%) Oracle RAC
8 1 (1.69%) ProxySG
8 1 (1.69%) Samba
8 1 (1.69%) Slurm Workload Manager
8 1 (1.69%) vSphere
Systems Management
1 24 (40.68%) Single Sign-On
2 15 (25.42%) Ansible
3 13 (22.03%) Hadoop YARN
4 11 (18.64%) Ambari
4 11 (18.64%) WSUS
5 10 (16.95%) Oozie
6 6 (10.17%) Puppet
6 6 (10.17%) Terraform
7 5 (8.47%) Kubernetes
8 3 (5.08%) Nagios
9 2 (3.39%) Opscode Chef
10 1 (1.69%) AirWatch
10 1 (1.69%) Data Guard
10 1 (1.69%) Grafana
10 1 (1.69%) MaaS360
10 1 (1.69%) Microsoft Intune
10 1 (1.69%) QRadar
10 1 (1.69%) Salt
10 1 (1.69%) SELinux
10 1 (1.69%) ZABBIX
Vendors
1 23 (38.98%) Microsoft
2 13 (22.03%) Hortonworks
3 12 (20.34%) Cloudera
4 5 (8.47%) CyberArk
4 5 (8.47%) VMware
5 4 (6.78%) Citrix
6 3 (5.08%) F5
6 3 (5.08%) Oracle
7 2 (3.39%) CheckPoint
7 2 (3.39%) Cisco
7 2 (3.39%) Dell
7 2 (3.39%) Fortinet
7 2 (3.39%) Google
7 2 (3.39%) NetApp
7 2 (3.39%) Okta
7 2 (3.39%) Palo Alto
7 2 (3.39%) SolarWinds
7 2 (3.39%) Splunk
8 1 (1.69%) Red Hat
8 1 (1.69%) Symantec