Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to 1 December 2021

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 1 December 2021 with a comparison to the same period in the previous 2 years.

Kerberos
UK
6 months to
1 Dec 2021		 Same period 2020 Same period 2019
Rank 896 670 992
Rank change year-on-year -226 +322 +81
Permanent jobs citing Kerberos 159 55 66
As % of all permanent jobs advertised in the UK 0.12% 0.100% 0.049%
As % of the Communications & Networking category 0.95% 0.66% 0.32%
Number of salaries quoted 42 41 55
10th Percentile £38,575 £45,750 £42,500
25th Percentile £50,000 £48,250 £51,228
Median annual salary (50th Percentile) £70,000 £73,000 £61,000
Median % change year-on-year -4.11% +19.67% +10.91%
75th Percentile £83,750 £95,000 £78,000
90th Percentile £87,500 £115,000 £84,000
UK excluding London median annual salary £60,000 £50,500 £56,550
% change year-on-year +18.81% -10.70% +37.09%

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 16,668 8,297 20,491
As % of all permanent IT jobs advertised in the UK 12.91% 15.02% 15.35%
Number of salaries quoted 11,508 6,809 16,254
10th Percentile £27,500 £29,000 £25,750
25th Percentile £36,250 £37,500 £32,500
Median annual salary (50th Percentile) £50,000 £50,000 £47,500
Median % change year-on-year - +5.26% -
75th Percentile £68,750 £67,500 £62,500
90th Percentile £85,000 £80,000 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% -

Kerberos
Job Vacancy Trend

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

Job vacancy trend for Kerberos in the UK

Kerberos
Salary Trend

3-month moving average salary quoted in jobs citing Kerberos.

Salary trend for Kerberos in the UK

Kerberos
Salary Histogram

Salary distribution for jobs citing Kerberos over the 6 months to 1 December 2021.

Salary histogram for Kerberos in the UK

Kerberos
Top 16 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 1 December 2021. 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 -218 145 £70,000 -4.11% 17
UK excluding London -158 74 £60,000 +18.81% 7
London -226 59 £74,000 -1.33% 12
South East -122 25 £60,000 +6.67% 3
East of England -89 17 - - 1
North of England -123 12 £37,500 -31.82% 1
Work from Home -257 10 £55,000 -34.33% 2
South West -67 8 £75,000 +64.84%
Midlands -107 6 £60,000 +26.32%
Yorkshire - 6 £37,500 -
Scotland - 6 £82,500 - 2
North West -97 4 - - 1
West Midlands -99 3 £60,000 +26.32%
East Midlands - 3 - -
Wales -48 2 - -
North East - 2 - -

For the 6 months to 1 December 2021, 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 with a requirement for Kerberos.

1 118 (74.21%) Social Skills
2 117 (73.58%) DevOps
3 114 (71.70%) Ansible
4 112 (70.44%) Agile Software Development
5 110 (69.18%) Continuous Improvement
6 108 (67.92%) Git (software)
7 107 (67.30%) Docker
7 107 (67.30%) Kubernetes
8 106 (66.67%) Java
9 105 (66.04%) Machine Learning
9 105 (66.04%) Jenkins
10 103 (64.78%) Maven
10 103 (64.78%) Degree
10 103 (64.78%) Strategic Roadmap
11 102 (64.15%) Web Services
12 101 (63.52%) Swing
12 101 (63.52%) Risk Management
12 101 (63.52%) Mathematics
12 101 (63.52%) JavaFX
12 101 (63.52%) Software Engineering
12 101 (63.52%) RESTful
12 101 (63.52%) Software Architecture
12 101 (63.52%) Reinforcement Learning
12 101 (63.52%) Mathematical Modelling
12 101 (63.52%) Java 8
12 101 (63.52%) Algorithms
12 101 (63.52%) Linear Programming
12 101 (63.52%) OpenShift
12 101 (63.52%) Spring Boot
13 38 (23.90%) Windows

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 9 (5.66%) IIS
2 7 (4.40%) SharePoint
3 6 (3.77%) Confluence
4 5 (3.14%) Exchange Server 2010
4 5 (3.14%) MS Exchange
5 4 (2.52%) Apache
5 4 (2.52%) Apache Spark
5 4 (2.52%) JBoss
6 3 (1.89%) Apache Airflow
7 2 (1.26%) Tomcat
8 1 (0.63%) Documentum
8 1 (0.63%) Elasticsearch
8 1 (0.63%) WebSphere
Applications
1 1 (0.63%) ImageReady
1 1 (0.63%) Microsoft Excel
1 1 (0.63%) Microsoft PowerPoint
Cloud Services
1 101 (63.52%) OpenShift
2 28 (17.61%) Azure
3 20 (12.58%) Microsoft 365
4 16 (10.06%) Azure Active Directory
5 8 (5.03%) AWS
6 4 (2.52%) Cloud Computing
6 4 (2.52%) IaaS
6 4 (2.52%) Power Platform
6 4 (2.52%) SaaS
7 2 (1.26%) GCP
8 1 (0.63%) GitHub
8 1 (0.63%) PaaS
Communications & Networking
1 20 (12.58%) Firewall
2 19 (11.95%) SSL
2 19 (11.95%) TCP/IP
3 15 (9.43%) DHCP
4 14 (8.81%) DNS
5 10 (6.29%) HTTP
5 10 (6.29%) SMTP
6 8 (5.03%) Network Security
6 8 (5.03%) VPN
7 7 (4.40%) Cisco IOS
7 7 (4.40%) HTTPS
7 7 (4.40%) SNMP
7 7 (4.40%) SSH
8 6 (3.77%) DMZ
8 6 (3.77%) Internet
8 6 (3.77%) Intrusion Detection
8 6 (3.77%) SAN
9 4 (2.52%) IPsec
9 4 (2.52%) NNTP
9 4 (2.52%) Wireless
Database & Business Intelligence
1 10 (6.29%) SQL Server
2 5 (3.14%) Big Data
2 5 (3.14%) Hadoop
2 5 (3.14%) SQL Server 2008
3 4 (2.52%) DB2
3 4 (2.52%) Power BI
3 4 (2.52%) SQL Server 2016
3 4 (2.52%) SQL Server 2017
4 3 (1.89%) Tableau
4 3 (1.89%) Tableau Server
5 2 (1.26%) RDBMS
5 2 (1.26%) Relational Database
6 1 (0.63%) Apache Cassandra
6 1 (0.63%) Apache Hive
6 1 (0.63%) Blockchain
6 1 (0.63%) Data Warehouse
6 1 (0.63%) MySQL
6 1 (0.63%) OLTP
6 1 (0.63%) Oracle Database
6 1 (0.63%) Oracle Database 11g
Development Applications
1 108 (67.92%) Git (software)
2 105 (66.04%) Jenkins
3 103 (64.78%) Maven
4 6 (3.77%) JIRA
5 4 (2.52%) Sonatype Nexus
6 3 (1.89%) RStudio
7 2 (1.26%) Artifactory
7 2 (1.26%) Subversion
8 1 (0.63%) Cucumber
8 1 (0.63%) GitLab
8 1 (0.63%) Gradle
8 1 (0.63%) JUnit
8 1 (0.63%) Mercurial
8 1 (0.63%) Mockito
8 1 (0.63%) Selenium
8 1 (0.63%) Sourcetree
8 1 (0.63%) TeamCity
General
1 118 (74.21%) Social Skills
2 16 (10.06%) Finance
3 9 (5.66%) Analytical Skills
4 6 (3.77%) Retail
5 4 (2.52%) Police
5 4 (2.52%) Presentation Skills
6 3 (1.89%) Documentation Skills
6 3 (1.89%) Organisational Skills
7 2 (1.26%) Banking
8 1 (0.63%) Telecoms
Job Titles
1 101 (63.52%) Software Engineer
2 52 (32.70%) Lead Software Engineer
3 49 (30.82%) Senior Software Engineer
4 9 (5.66%) Platform Engineer
5 8 (5.03%) Administrator
5 8 (5.03%) Systems Administrator
6 7 (4.40%) Data Engineer
6 7 (4.40%) IT Administrator
6 7 (4.40%) IT Systems Administrator
6 7 (4.40%) Senior IT Administrator
6 7 (4.40%) Senior Systems Administrator
7 5 (3.14%) Analyst
7 5 (3.14%) Linux Engineer
7 5 (3.14%) Systems Engineer
8 4 (2.52%) Active Directory Engineer
8 4 (2.52%) DevSecOps Engineer
8 4 (2.52%) Security Engineer
8 4 (2.52%) Senior Analyst
8 4 (2.52%) SOC Analyst
9 3 (1.89%) Senior Platform Engineer
Libraries, Frameworks & Software Standards
1 102 (64.15%) Web Services
2 101 (63.52%) JavaFX
2 101 (63.52%) RESTful
2 101 (63.52%) Spring Boot
2 101 (63.52%) Swing
3 24 (15.09%) SAML
4 21 (13.21%) LDAP
5 10 (6.29%) OAuth
6 9 (5.66%) OpenID
7 7 (4.40%) REST
8 5 (3.14%) JSON
9 3 (1.89%) .NET
9 3 (1.89%) OpenTelemetry
9 3 (1.89%) Regular Expression
9 3 (1.89%) XMPP
10 2 (1.26%) Apache Beam
10 2 (1.26%) Kafka
10 2 (1.26%) XML
10 2 (1.26%) YAML
11 1 (0.63%) AngularJS
Miscellaneous
1 101 (63.52%) Algorithms
2 8 (5.03%) Management Information System
3 7 (4.40%) Clustering
4 6 (3.77%) NHS
4 6 (3.77%) PKI
5 5 (3.14%) Data Centre
5 5 (3.14%) Public Cloud
5 5 (3.14%) Self-Motivation
6 4 (2.52%) Mainframe
6 4 (2.52%) Replication
7 3 (1.89%) Enterprise Software
7 3 (1.89%) YubiKey
8 2 (1.26%) Legacy Systems
8 2 (1.26%) User Experience
9 1 (0.63%) Data Protection Act
9 1 (0.63%) Learning Management System
9 1 (0.63%) Virtual Team
Operating Systems
1 38 (23.90%) Windows
2 24 (15.09%) Linux
3 20 (12.58%) Windows Server
4 10 (6.29%) Unix
5 8 (5.03%) Windows Server 2008
6 4 (2.52%) AIX
6 4 (2.52%) Red Hat Enterprise Linux
6 4 (2.52%) zOS
7 2 (1.26%) Windows Server 2019
8 1 (0.63%) Windows 10
8 1 (0.63%) Windows 7
8 1 (0.63%) Windows Server 2016
Processes & Methodologies
1 117 (73.58%) DevOps
2 112 (70.44%) Agile Software Development
3 110 (69.18%) Continuous Improvement
4 105 (66.04%) Machine Learning
5 103 (64.78%) Strategic Roadmap
6 101 (63.52%) Linear Programming
6 101 (63.52%) Mathematical Modelling
6 101 (63.52%) Mathematics
6 101 (63.52%) Reinforcement Learning
6 101 (63.52%) Risk Management
6 101 (63.52%) Software Architecture
6 101 (63.52%) Software Engineering
7 13 (8.18%) Cybersecurity
7 13 (8.18%) High Availability
7 13 (8.18%) ITIL
8 12 (7.55%) Identity Management
9 11 (6.92%) Disaster Recovery
9 11 (6.92%) Problem-Solving
10 9 (5.66%) Business Continuity
10 9 (5.66%) Identity Access Management
Programming Languages
1 106 (66.67%) Java
2 101 (63.52%) Java 8
3 17 (10.69%) Python
4 16 (10.06%) SQL
5 15 (9.43%) PowerShell
6 8 (5.03%) Perl
7 7 (4.40%) R
8 5 (3.14%) VBScript
9 4 (2.52%) Bash Shell
9 4 (2.52%) Ruby
10 3 (1.89%) VB
11 2 (1.26%) Go
11 2 (1.26%) Groovy
11 2 (1.26%) JavaScript
12 1 (0.63%) C#
12 1 (0.63%) Shell Script
12 1 (0.63%) VBA
Qualifications
1 103 (64.78%) Degree
2 5 (3.14%) CISM
2 5 (3.14%) CISSP
2 5 (3.14%) SC Cleared
2 5 (3.14%) Security Cleared
3 4 (2.52%) MCSE
3 4 (2.52%) Microsoft Certification
3 4 (2.52%) SANS
4 2 (1.26%) ITIL Certification
5 1 (0.63%) CCNA
5 1 (0.63%) Cisco Certification
5 1 (0.63%) CISMP
5 1 (0.63%) CTC Cleared
5 1 (0.63%) MCITP
5 1 (0.63%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 9 (5.66%) ISO/IEC 27001
2 5 (3.14%) GDPR
2 5 (3.14%) ISO 9001
2 5 (3.14%) NCSC
3 4 (2.52%) HIPAA
3 4 (2.52%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
3 4 (2.52%) NIST
4 3 (1.89%) SLA
5 1 (0.63%) Cyber Essentials
5 1 (0.63%) QA
5 1 (0.63%) Sarbanes-Oxley
System Software
1 107 (67.30%) Docker
2 27 (16.98%) Active Directory
3 11 (6.92%) VMware Infrastructure
4 5 (3.14%) Hyper-V
4 5 (3.14%) vSphere
5 4 (2.52%) OpenAM
5 4 (2.52%) OpenIDM
5 4 (2.52%) RACF
6 3 (1.89%) NDS
7 2 (1.26%) Samba
7 2 (1.26%) Shibboleth
7 2 (1.26%) VMware ESXi
8 1 (0.63%) Apache ZooKeeper
8 1 (0.63%) BitLocker
8 1 (0.63%) Forefront TMG
8 1 (0.63%) HDFS
8 1 (0.63%) Oracle Clusterware
8 1 (0.63%) Oracle RAC
Systems Management
1 114 (71.70%) Ansible
2 107 (67.30%) Kubernetes
3 9 (5.66%) Single Sign-On
4 8 (5.03%) Active Directory Federation Services
4 8 (5.03%) Microsoft Intune
5 7 (4.40%) CA Single Sign-On
6 4 (2.52%) Backup Exec
6 4 (2.52%) Failover Clustering
6 4 (2.52%) Grafana
6 4 (2.52%) Oracle Identity Management
6 4 (2.52%) Prometheus
6 4 (2.52%) Red Hat Satellite
6 4 (2.52%) WSUS
7 3 (1.89%) Hadoop YARN
7 3 (1.89%) Opscode Chef
7 3 (1.89%) PingFederate
7 3 (1.89%) Terraform
8 2 (1.26%) Ambari
8 2 (1.26%) vRealize Orchestrator
9 1 (0.63%) CASB
Vendors
1 24 (15.09%) Microsoft
2 14 (8.81%) VMware
3 13 (8.18%) CyberArk
4 12 (7.55%) Splunk
5 11 (6.92%) Cisco
6 7 (4.40%) ForgeRock
7 6 (3.77%) Oracle
8 5 (3.14%) Atlassian
9 4 (2.52%) Apple
9 4 (2.52%) CA
9 4 (2.52%) Cognizant
9 4 (2.52%) Okta
9 4 (2.52%) Red Hat
10 3 (1.89%) Blue Coat
10 3 (1.89%) Cloudera
10 3 (1.89%) Hortonworks
10 3 (1.89%) NetIQ
10 3 (1.89%) ServiceNow
10 3 (1.89%) Zscaler
11 2 (1.26%) Qualys