Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 3 July 2022 with a comparison to the same period in the previous 2 years.

Kerberos
UK
6 months to
3 Jul 2022		 Same period 2021 Same period 2020
Rank 1078 962 819
Rank change year-on-year -116 -143 +257
Permanent jobs citing Kerberos 179 23 31
As % of all permanent jobs advertised in the UK 0.099% 0.021% 0.039%
As % of the Communications & Networking category 0.75% 0.17% 0.26%
Number of salaries quoted 71 15 18
10th Percentile £40,000 £35,700 £48,525
25th Percentile £41,250 £51,250 £65,313
Median annual salary (50th Percentile) £50,000 £62,500 £73,000
Median % change year-on-year -20.00% -14.38% +39.05%
75th Percentile £87,500 £67,500 £74,500
90th Percentile £110,000 - £77,950
UK excluding London median annual salary £47,500 £62,500 £55,250
% change year-on-year -24.00% +13.12% +10.50%

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 23,876 13,722 11,911
As % of all permanent IT jobs advertised in the UK 13.21% 12.73% 15.03%
Number of salaries quoted 12,324 9,633 9,500
10th Percentile £28,250 £28,500 £27,500
25th Percentile £37,750 £37,500 £35,750
Median annual salary (50th Percentile) £52,500 £50,000 £50,000
Median % change year-on-year +5.00% - +8.70%
75th Percentile £70,925 £67,500 £65,000
90th Percentile £87,500 £82,500 £78,750
UK excluding London median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +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 3 July 2022.

Salary histogram for Kerberos in the UK

Kerberos
Top 15 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 3 July 2022. 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
Jobs
England -107 152 £49,000 -24.62% 10
UK excluding London -54 103 £47,500 -24.00% 11
Work from Home -165 98 £76,500 +17.69% 6
London -175 59 £75,000 +42.86%
South East - 34 £47,250 - 3
Midlands -46 16 £44,250 -29.20% 4
East of England - 16 £63,750 - 1
South West -23 11 £80,000 - 2
North of England -80 11 £44,500 -31.54%
East Midlands -28 10 £43,500 +4.82% 4
Scotland -50 9 £70,000 +105.88%
North West -65 8 £49,000 -24.62%
Wales -35 6 £45,000 - 1
West Midlands -53 6 £50,000 -20.00%
Yorkshire -56 3 £37,500 -42.31%

For the 6 months to 3 July 2022, 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 98 (54.75%) Java
2 97 (54.19%) Social Skills
3 93 (51.96%) Ansible
4 92 (51.40%) DevOps
5 88 (49.16%) Kubernetes
6 87 (48.60%) Docker
7 84 (46.93%) Jenkins
8 78 (43.58%) Git (software)
9 77 (43.02%) Software Engineering
9 77 (43.02%) OpenShift
10 76 (42.46%) Spring Boot
10 76 (42.46%) Maven
10 76 (42.46%) RESTful
10 76 (42.46%) JavaFX
10 76 (42.46%) Web Services
10 76 (42.46%) Swing
10 76 (42.46%) Risk Management
11 66 (36.87%) Active Directory
12 63 (35.20%) LDAP
13 62 (34.64%) Legal
14 53 (29.61%) Windows
15 51 (28.49%) Microsoft
15 51 (28.49%) Platform Engineering
16 40 (22.35%) DNS
17 39 (21.79%) Windows Server
18 37 (20.67%) Azure
19 36 (20.11%) Linux
20 31 (17.32%) Python
20 31 (17.32%) PowerShell
20 31 (17.32%) AWS

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 15 (8.38%) WebSphere
2 13 (7.26%) IIS
3 9 (5.03%) Apache
4 6 (3.35%) SharePoint
5 4 (2.23%) Apache Spark
5 4 (2.23%) MS Exchange
5 4 (2.23%) Tomcat
6 3 (1.68%) Exchange Server 2010
6 3 (1.68%) MS Project Server
6 3 (1.68%) SharePoint 2010
6 3 (1.68%) SharePoint Server
7 2 (1.12%) Apache Airflow
8 1 (0.56%) Confluence
Applications
1 3 (1.68%) InfoPath
2 1 (0.56%) Microsoft Office
Business Applications
1 1 (0.56%) Cognos Business Intelligence
Cloud Services
1 77 (43.02%) OpenShift
2 37 (20.67%) Azure
3 31 (17.32%) AWS
4 26 (14.53%) Microsoft 365
5 24 (13.41%) Azure Active Directory
6 11 (6.15%) GCP
7 9 (5.03%) GitHub
8 4 (2.23%) SaaS
9 3 (1.68%) Amazon S3
9 3 (1.68%) Cloud Computing
9 3 (1.68%) OneDrive
9 3 (1.68%) Power Platform
9 3 (1.68%) Yammer
10 2 (1.12%) Amazon EMR
10 2 (1.12%) Azure Synapse Analytics
10 2 (1.12%) Collibra
10 2 (1.12%) Fivetran
10 2 (1.12%) Snowflake
11 1 (0.56%) Amazon SQS
11 1 (0.56%) IaaS
Communications & Networking
1 40 (22.35%) DNS
2 27 (15.08%) Firewall
3 24 (13.41%) DHCP
4 11 (6.15%) SAN
5 9 (5.03%) HTTPS
5 9 (5.03%) SSL
6 8 (4.47%) TCP/IP
7 7 (3.91%) HTTP
7 7 (3.91%) Intrusion Detection
8 6 (3.35%) Network Security
9 4 (2.23%) DMZ
9 4 (2.23%) NAS
9 4 (2.23%) WAN
10 3 (1.68%) FCAPS
10 3 (1.68%) Fibre Channel
10 3 (1.68%) Internet
10 3 (1.68%) iSCSI
10 3 (1.68%) LAN
11 2 (1.12%) NNTP
11 2 (1.12%) X.509
Database & Business Intelligence
1 15 (8.38%) SQL Server
2 13 (7.26%) Hadoop
3 12 (6.70%) Big Data
4 10 (5.59%) Apache Hive
5 7 (3.91%) Data Warehouse
5 7 (3.91%) Flink
6 4 (2.23%) Elasticsearch
6 4 (2.23%) Metadata
6 4 (2.23%) OLTP
7 3 (1.68%) HBase
7 3 (1.68%) MySQL
8 2 (1.12%) Amazon Athena
8 2 (1.12%) Amazon RDS
8 2 (1.12%) Amazon Redshift
8 2 (1.12%) BigQuery
8 2 (1.12%) Data Vault
8 2 (1.12%) Delta Lake
8 2 (1.12%) Oracle Database
8 2 (1.12%) Oracle Database 11g
8 2 (1.12%) Presto
Development Applications
1 84 (46.93%) Jenkins
2 78 (43.58%) Git (software)
3 76 (42.46%) Maven
4 2 (1.12%) Fiddler
4 2 (1.12%) Visual Studio
5 1 (0.56%) JIRA
5 1 (0.56%) Subversion
General
1 97 (54.19%) Social Skills
2 62 (34.64%) Legal
3 15 (8.38%) Finance
4 6 (3.35%) Law
5 5 (2.79%) Manufacturing
5 5 (2.79%) Marketing
5 5 (2.79%) Retail
6 4 (2.23%) Analytical Skills
7 3 (1.68%) Banking
7 3 (1.68%) Games
8 2 (1.12%) Documentation Skills
8 2 (1.12%) German Language
8 2 (1.12%) Inclusion and Diversity
8 2 (1.12%) Telecoms
9 1 (0.56%) Investment Banking
9 1 (0.56%) Military
9 1 (0.56%) Public Sector
Job Titles
1 45 (25.14%) Analyst
2 40 (22.35%) Java Engineer
2 40 (22.35%) Senior Java Engineer
3 38 (21.23%) Developer
4 37 (20.67%) Java Developer
5 36 (20.11%) Analyst Developer
5 36 (20.11%) Java Analyst Developer
5 36 (20.11%) Senior Analyst
5 36 (20.11%) Senior Analyst Developer
5 36 (20.11%) Senior Developer
5 36 (20.11%) Senior Java Developer
6 17 (9.50%) Infrastructure Engineer
7 13 (7.26%) Desktop Support
8 10 (5.59%) Security Engineer
9 9 (5.03%) Wintel Analyst
10 8 (4.47%) Database Engineer
10 8 (4.47%) Senior Database Engineer
10 8 (4.47%) Team Leader
11 7 (3.91%) Systems Engineer
12 6 (3.35%) Linux Engineer
Libraries, Frameworks & Software Standards
1 76 (42.46%) JavaFX
1 76 (42.46%) RESTful
1 76 (42.46%) Spring Boot
1 76 (42.46%) Swing
1 76 (42.46%) Web Services
2 63 (35.20%) LDAP
3 20 (11.17%) Kafka
4 14 (7.82%) Middleware
4 14 (7.82%) SAML
5 10 (5.59%) COM
6 9 (5.03%) JSON
7 5 (2.79%) Apache NiFi
7 5 (2.79%) OAuth
7 5 (2.79%) OpenID
8 4 (2.23%) YAML
9 3 (1.68%) .NET
9 3 (1.68%) Anaconda
9 3 (1.68%) LAMP
9 3 (1.68%) REST
10 2 (1.12%) RabbitMQ
Miscellaneous
1 16 (8.94%) PKI
2 11 (6.15%) Clustering
3 6 (3.35%) Blockchain
3 6 (3.35%) Cloud Native
4 5 (2.79%) User Experience
5 4 (2.23%) Data Centre
5 4 (2.23%) Legacy Systems
6 3 (1.68%) Management Information System
6 3 (1.68%) Self-Motivation
7 2 (1.12%) Mainframe
7 2 (1.12%) Public Cloud
8 1 (0.56%) Data Structures
8 1 (0.56%) Hedge funds
8 1 (0.56%) Replication
8 1 (0.56%) Virtual Team
Operating Systems
1 53 (29.61%) Windows
2 39 (21.79%) Windows Server
3 36 (20.11%) Linux
4 22 (12.29%) Windows 10
5 18 (10.06%) Unix
5 18 (10.06%) Windows Server 2016
6 15 (8.38%) Windows Server 2008
7 11 (6.15%) Ubuntu
7 11 (6.15%) Windows Server 2012
7 11 (6.15%) Windows Server 2019
8 8 (4.47%) CentOS
9 4 (2.23%) Red Hat Enterprise Linux
10 3 (1.68%) Oracle Linux
11 2 (1.12%) AIX
11 2 (1.12%) zOS
12 1 (0.56%) Windows Server 2003
Processes & Methodologies
1 92 (51.40%) DevOps
2 77 (43.02%) Software Engineering
3 76 (42.46%) Risk Management
4 51 (28.49%) Platform Engineering
5 27 (15.08%) Agile
6 21 (11.73%) ITIL
7 17 (9.50%) Infrastructure Engineering
8 16 (8.94%) Change Management
9 15 (8.38%) Cybersecurity
9 15 (8.38%) Data Loss Prevention
9 15 (8.38%) Data Science
9 15 (8.38%) Scrum
10 14 (7.82%) Problem-Solving
10 14 (7.82%) Scaled Agile Framework
10 14 (7.82%) Systems Engineering
10 14 (7.82%) Waterfall
11 13 (7.26%) Application Virtualisation
11 13 (7.26%) Patch Management
11 13 (7.26%) Push Notifications
12 11 (6.15%) Project Delivery
Programming Languages
1 98 (54.75%) Java
2 31 (17.32%) PowerShell
2 31 (17.32%) Python
3 19 (10.61%) Bash
4 14 (7.82%) SQL
5 9 (5.03%) VB
6 7 (3.91%) Shell Script
7 4 (2.23%) C#
7 4 (2.23%) Perl
7 4 (2.23%) PHP
7 4 (2.23%) Ruby
8 2 (1.12%) Scala
9 1 (0.56%) C++
9 1 (0.56%) JavaScript
9 1 (0.56%) T-SQL
Qualifications
1 26 (14.53%) Security Cleared
2 13 (7.26%) SC Cleared
3 8 (4.47%) Degree
4 4 (2.23%) CISSP
4 4 (2.23%) DV Cleared
4 4 (2.23%) ITIL Certification
5 2 (1.12%) CISM
5 2 (1.12%) SANS
6 1 (0.56%) Computer Science Degree
Quality Assurance & Compliance
1 19 (10.61%) SLA
2 9 (5.03%) GDPR
3 6 (3.35%) Cyber Essentials
4 5 (2.79%) ISO/IEC 27001
5 3 (1.68%) ISO 9001
5 3 (1.68%) NCSC
6 2 (1.12%) Data Quality
6 2 (1.12%) HIPAA
6 2 (1.12%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
6 2 (1.12%) NIST
6 2 (1.12%) Sarbanes-Oxley
System Software
1 87 (48.60%) Docker
2 66 (36.87%) Active Directory
3 11 (6.15%) VMware Infrastructure
4 8 (4.47%) Apache ZooKeeper
5 7 (3.91%) HDFS
6 5 (2.79%) KVM
7 3 (1.68%) Apache Flume
7 3 (1.68%) Hyper-V
7 3 (1.68%) iptables
7 3 (1.68%) NFS
7 3 (1.68%) Samba
7 3 (1.68%) Shibboleth
7 3 (1.68%) Virtual Machines
7 3 (1.68%) vSphere
8 2 (1.12%) Oracle Clusterware
8 2 (1.12%) Oracle RAC
Systems Management
1 93 (51.96%) Ansible
2 88 (49.16%) Kubernetes
3 23 (12.85%) Active Directory Federation Services
4 20 (11.17%) Single Sign-On
5 16 (8.94%) Puppet
6 13 (7.26%) Hadoop YARN
6 13 (7.26%) SCCM
7 11 (6.15%) Oracle Identity Management
7 11 (6.15%) Oracle Identity Manager
7 11 (6.15%) Tivoli
7 11 (6.15%) Tivoli Identity Manager
8 10 (5.59%) Failover Clustering
8 10 (5.59%) Microsoft Clustering
9 9 (5.03%) McAfee ePO
9 9 (5.03%) Norton AntiVirus
10 7 (3.91%) Terraform
11 5 (2.79%) Argo
11 5 (2.79%) Nessus
11 5 (2.79%) SELinux
11 5 (2.79%) WSUS
Vendors
1 51 (28.49%) Microsoft
2 24 (13.41%) IBM
3 23 (12.85%) Cisco
4 17 (9.50%) Oracle
5 14 (7.82%) Veritas
6 12 (6.70%) F5
7 11 (6.15%) Palo Alto
7 11 (6.15%) VMware
8 9 (5.03%) Dell
8 9 (5.03%) HP
8 9 (5.03%) McAfee
8 9 (5.03%) Symantec
9 8 (4.47%) Red Hat
10 5 (2.79%) Juniper
10 5 (2.79%) Splunk
11 4 (2.23%) Atlassian
11 4 (2.23%) Citrix
12 3 (1.68%) Cloudera
12 3 (1.68%) IronPort
13 2 (1.12%) Zscaler