Period
to 10 December 2019

The following table provides summary statistics for permanent job vacancies advertised in London 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 10 December 2019 with a comparison to the same period in the previous 2 years.

Kerberos
England > London
6 months to
10 Dec 2019
Same period 2018 Same period 2017
Rank 700 752 789
Rank change year-on-year +52 +37 -65
Permanent jobs citing Kerberos 30 37 89
As % of all permanent IT jobs advertised in London 0.056% 0.056% 0.12%
As % of the Communications & Networking category 0.42% 0.42% 0.85%
Number of salaries quoted 21 26 74
London median annual salary £77,000 £66,250 £70,000
Median salary % change year-on-year +16.23% -5.36% +16.67%
10th Percentile £52,500 £52,500 £38,250
90th Percentile £92,500 £90,000 £93,750
England median annual salary £66,500 £55,000 £60,000
% change year-on-year +20.91% -8.33% +9.09%

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

All Communications and Computer Networking Skills
London
Permanent vacancies with a requirement for communications or computer networking skills 7,186 8,903 10,506
As % of all permanent IT jobs advertised in London 13.34% 13.36% 14.23%
Number of salaries quoted 5,929 7,253 8,660
London median annual salary £55,000 £55,000 £53,500
Median salary % change year-on-year - +2.80% +0.94%
10th Percentile £28,790 £30,000 £31,000
90th Percentile £85,000 £85,000 £80,000
England median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

Kerberos
Job Vacancy Trend in London

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

Job vacancy trend for Kerberos in London

Kerberos
Salary Trend in London

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

Salary trend for Kerberos in London

Kerberos
Salary Histogram in London

The salary distribution of IT jobs citing Kerberos in London over the 6 months to 10 December 2019.

Salary histogram for Kerberos in London

Kerberos
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kerberos within the London region over the 6 months to 10 December 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
East London - 7 £77,000 -
Central London +10 4 £77,500 +40.91%
Kerberos
England

For the 6 months to 10 December 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 London region with a requirement for Kerberos.

1 21 (70.00%) Linux
1 21 (70.00%) Python
2 17 (56.67%) Java
3 16 (53.33%) LDAP
3 16 (53.33%) Azure
4 15 (50.00%) AWS
4 15 (50.00%) Bash Shell
4 15 (50.00%) DevOps
4 15 (50.00%) SAML
4 15 (50.00%) Agile Software Development
5 14 (46.67%) Ruby
5 14 (46.67%) Hadoop
5 14 (46.67%) OAuth
5 14 (46.67%) Big Data
6 13 (43.33%) Microservices
6 13 (43.33%) Apache Spark
6 13 (43.33%) Data Centre
7 12 (40.00%) Hortonworks
7 12 (40.00%) Software Engineering
7 12 (40.00%) VPN
8 11 (36.67%) Firewall
8 11 (36.67%) HBase
8 11 (36.67%) IaaS
8 11 (36.67%) Apache Hive
8 11 (36.67%) PaaS
8 11 (36.67%) Hadoop YARN
8 11 (36.67%) Oozie
8 11 (36.67%) HDFS
8 11 (36.67%) Ansible
8 11 (36.67%) Single Sign-On

Kerberos
Co-occurring IT Skills in London 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 13 (43.33%) Apache Spark
2 1 (3.33%) Apache
2 1 (3.33%) Apache Pig
2 1 (3.33%) Confluence
2 1 (3.33%) SharePoint
Cloud Services
1 16 (53.33%) Azure
2 15 (50.00%) AWS
3 11 (36.67%) IaaS
3 11 (36.67%) PaaS
4 4 (13.33%) Office 365
5 3 (10.00%) GCP
6 2 (6.67%) Azure Active Directory
7 1 (3.33%) Amazon EMR
7 1 (3.33%) Amazon SQS
7 1 (3.33%) SaaS
Communications & Networking
1 12 (40.00%) VPN
2 11 (36.67%) Firewall
3 7 (23.33%) HTTP
4 6 (20.00%) SSL
5 5 (16.67%) HTTPS
5 5 (16.67%) TCP/IP
6 3 (10.00%) BGP
6 3 (10.00%) DNS
6 3 (10.00%) LAN
6 3 (10.00%) OSPF
7 2 (6.67%) DHCP
7 2 (6.67%) MPLS
7 2 (6.67%) SNMP
7 2 (6.67%) TACACS
7 2 (6.67%) WAN
8 1 (3.33%) DMZ
8 1 (3.33%) EIGRP
8 1 (3.33%) SSH
8 1 (3.33%) Wi-Fi
Database & Business Intelligence
1 14 (46.67%) Big Data
1 14 (46.67%) Hadoop
2 11 (36.67%) Apache Hive
2 11 (36.67%) HBase
3 10 (33.33%) Sqoop
4 3 (10.00%) Relational Database
5 2 (6.67%) Data Warehouse
5 2 (6.67%) MongoDB
5 2 (6.67%) NoSQL
5 2 (6.67%) RDBMS
6 1 (3.33%) Amazon Aurora
6 1 (3.33%) Apache Cassandra
6 1 (3.33%) Data Mining
6 1 (3.33%) Flink
6 1 (3.33%) HCatalog
6 1 (3.33%) OLTP
6 1 (3.33%) Oracle Database
6 1 (3.33%) Oracle Database 11g
6 1 (3.33%) Oracle Database 12c
Development Applications
1 4 (13.33%) Jenkins
2 3 (10.00%) Git (software)
2 3 (10.00%) Maven
3 1 (3.33%) Bitbucket
3 1 (3.33%) Eclipse
3 1 (3.33%) GitLab
3 1 (3.33%) GoCD
3 1 (3.33%) Gradle
3 1 (3.33%) IntelliJ
3 1 (3.33%) JIRA
3 1 (3.33%) JUnit
3 1 (3.33%) Mercurial
3 1 (3.33%) Mockito
3 1 (3.33%) RStudio
3 1 (3.33%) Selenium
General
1 5 (16.67%) Banking
2 4 (13.33%) Legal
3 3 (10.00%) Finance
4 2 (6.67%) Public Sector
4 2 (6.67%) Telecoms
5 1 (3.33%) Investment Banking
Job Titles
1 13 (43.33%) DevOps Engineer
2 7 (23.33%) Senior DevOps
2 7 (23.33%) Senior DevOps Engineer
3 4 (13.33%) Platform Engineer
4 3 (10.00%) Developer
4 3 (10.00%) Linux Engineer
4 3 (10.00%) Network Engineer
5 2 (6.67%) Big Data Engineer
5 2 (6.67%) DevOps Systems Engineer
5 2 (6.67%) Identity and Access Management Engineer
5 2 (6.67%) Identity Management Engineer
5 2 (6.67%) Java Developer
5 2 (6.67%) Linux DevOps Engineer
5 2 (6.67%) Linux Systems Engineer
5 2 (6.67%) Linux/Unix DevOps
5 2 (6.67%) Operations Engineer
5 2 (6.67%) Security Engineer
5 2 (6.67%) Senior Network Engineer
5 2 (6.67%) Switch Engineer
5 2 (6.67%) Systems Engineer
Libraries, Frameworks & Software Standards
1 16 (53.33%) LDAP
2 15 (50.00%) SAML
3 14 (46.67%) OAuth
4 9 (30.00%) Elastic Stack
5 5 (16.67%) Kafka
5 5 (16.67%) REST
6 2 (6.67%) Grails
6 2 (6.67%) J2EE
6 2 (6.67%) JPA
6 2 (6.67%) OAuth2
6 2 (6.67%) OpenID
6 2 (6.67%) SailPoint
7 1 (3.33%) Anaconda
7 1 (3.33%) Apache CXF
7 1 (3.33%) EDI
7 1 (3.33%) PowerMock
7 1 (3.33%) RESTEasy
7 1 (3.33%) Samza
7 1 (3.33%) Spring
7 1 (3.33%) Web Services
Miscellaneous
1 13 (43.33%) Data Centre
2 4 (13.33%) Analytical Skills
2 4 (13.33%) Hedge funds
2 4 (13.33%) Management Information System
3 2 (6.67%) PKI
3 2 (6.67%) Security Operations Centre
4 1 (3.33%) Greenfield Project
4 1 (3.33%) Public Cloud
Operating Systems
1 21 (70.00%) Linux
2 4 (13.33%) Unix
3 3 (10.00%) CentOS
3 3 (10.00%) Windows
4 2 (6.67%) Debian
5 1 (3.33%) Mac OS
5 1 (3.33%) Red Hat Enterprise Linux
5 1 (3.33%) Ubuntu
5 1 (3.33%) VMS
Processes & Methodologies
1 15 (50.00%) Agile Software Development
1 15 (50.00%) DevOps
2 13 (43.33%) Microservices
3 12 (40.00%) Software Engineering
4 9 (30.00%) Dependency Management
5 8 (26.67%) Business Intelligence
6 7 (23.33%) Open Source
7 6 (20.00%) Configuration Management
7 6 (20.00%) Cybersecurity
8 5 (16.67%) Identity Access Management
8 5 (16.67%) Information Security
8 5 (16.67%) Infrastructure Automation
8 5 (16.67%) Load Balancing
8 5 (16.67%) Problem-Solving
9 4 (13.33%) Continuous Integration
9 4 (13.33%) Protective Monitoring
9 4 (13.33%) Software Delivery
9 4 (13.33%) TDD
9 4 (13.33%) Test Automation
10 3 (10.00%) Pair Programming
Programming Languages
1 21 (70.00%) Python
2 17 (56.67%) Java
3 15 (50.00%) Bash Shell
4 14 (46.67%) Ruby
5 4 (13.33%) SQL
6 3 (10.00%) Groovy
6 3 (10.00%) Shell Script
7 1 (3.33%) C
7 1 (3.33%) C++
7 1 (3.33%) Clojure
7 1 (3.33%) HiveQL
7 1 (3.33%) Pig Latin
7 1 (3.33%) PowerShell
Qualifications
1 8 (26.67%) Degree
2 4 (13.33%) CISM
2 4 (13.33%) CISSP
3 3 (10.00%) CISA
4 2 (6.67%) CCIE
4 2 (6.67%) CCNP
4 2 (6.67%) Cisco Certification
4 2 (6.67%) MCSA
4 2 (6.67%) MCSE
4 2 (6.67%) Microsoft Certification
4 2 (6.67%) SC Cleared
4 2 (6.67%) Security Cleared
5 1 (3.33%) CCA
5 1 (3.33%) Computer Science Degree
5 1 (3.33%) CRISC
5 1 (3.33%) GCIA
5 1 (3.33%) PMI Certification
5 1 (3.33%) PMP
Quality Assurance & Compliance
1 10 (33.33%) Data Quality
2 4 (13.33%) ISO/IEC 27001
3 2 (6.67%) COBIT
3 2 (6.67%) GDPR
3 2 (6.67%) NIST
3 2 (6.67%) NIST 800
System Software
1 11 (36.67%) HDFS
2 5 (16.67%) Active Directory
2 5 (16.67%) Docker
3 3 (10.00%) Lustre
4 2 (6.67%) Slurm Workload Manager
4 2 (6.67%) Virtual Machines
4 2 (6.67%) VMware Infrastructure
4 2 (6.67%) VMware NSX
5 1 (3.33%) Ceph
5 1 (3.33%) KVM
5 1 (3.33%) NFS
5 1 (3.33%) Oracle Clusterware
5 1 (3.33%) Oracle RAC
5 1 (3.33%) ProxySG
Systems Management
1 11 (36.67%) Ansible
1 11 (36.67%) Hadoop YARN
1 11 (36.67%) Oozie
1 11 (36.67%) Single Sign-On
2 10 (33.33%) Ambari
3 7 (23.33%) Puppet
4 4 (13.33%) Kubernetes
5 3 (10.00%) Opscode Chef
5 3 (10.00%) SELinux
5 3 (10.00%) Terraform
6 1 (3.33%) CASB
6 1 (3.33%) Data Guard
6 1 (3.33%) Grafana
6 1 (3.33%) Oracle RMAN
6 1 (3.33%) QRadar
6 1 (3.33%) Salt
Vendors
1 12 (40.00%) Hortonworks
2 10 (33.33%) Cloudera
3 3 (10.00%) F5
3 3 (10.00%) Microsoft
3 3 (10.00%) Oracle
4 2 (6.67%) CheckPoint
4 2 (6.67%) Cisco
4 2 (6.67%) Citrix
4 2 (6.67%) Fortinet
4 2 (6.67%) Okta
4 2 (6.67%) Palo Alto
4 2 (6.67%) SolarWinds
4 2 (6.67%) Splunk
4 2 (6.67%) VMware
5 1 (3.33%) Atlassian
5 1 (3.33%) Blue Coat
5 1 (3.33%) Cognizant
5 1 (3.33%) NetApp
5 1 (3.33%) Red Hat
5 1 (3.33%) Symantec