Period
to 18 November 2017

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 18 November 2017 with a comparison to the same period in the previous 2 years.

Kerberos
England > London
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 751 720 847
Rank change year-on-year -31 +127 -6
Permanent jobs citing Kerberos 93 125 69
As % of all permanent IT jobs advertised in London 0.12% 0.16% 0.077%
As % of the Communications & Networking category 0.86% 1.03% 0.48%
Number of salaries quoted 79 95 67
London median annual salary £70,000 £60,000 £75,000
Median salary % change year-on-year +16.67% -20.00% +57.89%
10th Percentile £41,850 £37,500 £37,251
90th Percentile £93,750 £76,500 £90,000
England median annual salary £60,000 £57,500 £65,000
% change year-on-year +4.35% -11.54% +32.65%

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 10855 12094 14227
As % of all permanent IT jobs advertised in London 14.47% 15.92% 15.94%
Number of salaries quoted 8853 10343 12053
London median annual salary £54,000 £53,000 £50,000
Median salary % change year-on-year +1.89% +6.00% -
10th Percentile £30,000 £30,000 £27,500
90th Percentile £80,000 £80,000 £78,750
England median annual salary £45,000 £45,000 £45,000

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 18 November 2017.

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 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
Central London +31 21 £53,730 -8.15% 1
West London +22 6 £37,500 -
South London - 6 £82,500 - 1
North London - 1 £125,000 -
Kerberos
England

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 London region with a requirement for Kerberos.

1 43 (46.24%) Linux
2 42 (45.16%) Active Directory
3 40 (43.01%) Windows
4 39 (41.94%) Python
5 37 (39.78%) DevOps
6 34 (36.56%) Configuration Management
7 33 (35.48%) Hadoop
8 32 (34.41%) HP
8 32 (34.41%) Big Data
9 31 (33.33%) VMware
10 29 (31.18%) Microsoft
11 28 (30.11%) Puppet
12 26 (27.96%) Docker
12 26 (27.96%) LDAP
13 25 (26.88%) Ansible
14 24 (25.81%) Apache
14 24 (25.81%) Java
15 23 (24.73%) VMware Infrastructure
15 23 (24.73%) Apache Spark
16 22 (23.66%) Continuous Integration
17 21 (22.58%) Red Hat
17 21 (22.58%) Amazon AWS
17 21 (22.58%) Kafka
18 20 (21.51%) Windows Server
18 20 (21.51%) Finance
19 19 (20.43%) Analytical Skills
20 18 (19.35%) Bash Shell
20 18 (19.35%) DNS
21 17 (18.28%) SQL
21 17 (18.28%) PostgreSQL

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 24 (25.81%) Apache
2 23 (24.73%) Apache Spark
3 14 (15.05%) Apache Solr
4 11 (11.83%) Confluence
5 9 (9.68%) SharePoint
6 6 (6.45%) IIS
7 5 (5.38%) JBoss
7 5 (5.38%) MS Exchange
7 5 (5.38%) Tomcat
8 4 (4.30%) Exchange Server 2013
8 4 (4.30%) nginx
8 4 (4.30%) SharePoint 2010
9 3 (3.23%) Elasticsearch
9 3 (3.23%) Oracle SOA Suite
10 1 (1.08%) SAS
10 1 (1.08%) WebSphere
10 1 (1.08%) WebSphere Application Server
Business Applications
1 1 (1.08%) SAP Hybris
Cloud Services
1 21 (22.58%) Amazon AWS
2 10 (10.75%) Microsoft Azure
3 7 (7.53%) GitHub
4 5 (5.38%) Office 365
5 4 (4.30%) AWS CloudFormation
5 4 (4.30%) Azure Active Directory
5 4 (4.30%) IaaS
5 4 (4.30%) Virtual Private Cloud
6 2 (2.15%) Akamai
6 2 (2.15%) Cloudflare
7 1 (1.08%) G Suite
7 1 (1.08%) Google Cloud Platform
Communications & Networking
1 26 (27.96%) LDAP
2 18 (19.35%) DNS
3 15 (16.13%) DHCP
3 15 (16.13%) SSL
4 14 (15.05%) HTTP
5 12 (12.90%) Firewall
5 12 (12.90%) TCP/IP
6 8 (8.60%) SSH
7 7 (7.53%) HTTPS
7 7 (7.53%) SAN
8 6 (6.45%) Network Security
9 5 (5.38%) SNMP
10 4 (4.30%) BGP
10 4 (4.30%) Internet
10 4 (4.30%) Multicast
10 4 (4.30%) NAS
10 4 (4.30%) OSPF
10 4 (4.30%) tcpdump
10 4 (4.30%) VLAN
11 2 (2.15%) Reverse Proxy
Database & Business Intelligence
1 33 (35.48%) Hadoop
2 32 (34.41%) Big Data
3 17 (18.28%) HBase
3 17 (18.28%) PostgreSQL
4 15 (16.13%) MySQL
5 11 (11.83%) InfluxDB
6 8 (8.60%) Apache Hive
7 7 (7.53%) NoSQL
8 6 (6.45%) Data Warehouse
8 6 (6.45%) SQL Server
8 6 (6.45%) SQLite
9 5 (5.38%) DataStax
9 5 (5.38%) Impala
9 5 (5.38%) OpenTSDB
10 4 (4.30%) Amazon DynamoDB
10 4 (4.30%) Apache Cassandra
10 4 (4.30%) SQL Server 2008
11 3 (3.23%) MongoDB
11 3 (3.23%) Pentaho
11 3 (3.23%) Sqoop
Development Applications
1 15 (16.13%) Git (software)
2 14 (15.05%) Jenkins
2 14 (15.05%) JIRA
3 8 (8.60%) Cucumber
3 8 (8.60%) TeamCity
4 6 (6.45%) Gerrit
5 5 (5.38%) Subversion
6 4 (4.30%) Atlassian Bamboo
7 3 (3.23%) GitLab
7 3 (3.23%) Team Foundation Server
8 1 (1.08%) Buildbot
8 1 (1.08%) ERwin
8 1 (1.08%) IntelliJ
8 1 (1.08%) LoadRunner
8 1 (1.08%) Talend Open Studio
8 1 (1.08%) Vagrant
General
1 20 (21.51%) Finance
2 11 (11.83%) Banking
3 5 (5.38%) Games
3 5 (5.38%) Marketing
4 3 (3.23%) Electronics
4 3 (3.23%) Investment Banking
4 3 (3.23%) Manufacturing
4 3 (3.23%) Telecoms
5 2 (2.15%) Legal
6 1 (1.08%) Retail
Job Titles
1 23 (24.73%) Systems Engineer
2 19 (20.43%) Linux Engineer
3 12 (12.90%) Administrator
4 10 (10.75%) Linux Systems Engineer
5 9 (9.68%) Architect
5 9 (9.68%) DevOps Engineer
5 9 (9.68%) Windows Engineer
5 9 (9.68%) Windows Systems Engineer
6 8 (8.60%) Subject Matter Expert
6 8 (8.60%) Systems Administrator
7 6 (6.45%) Automation Engineer
7 6 (6.45%) Big Data Architect
7 6 (6.45%) Consultant
7 6 (6.45%) Data Architect
7 6 (6.45%) Developer
7 6 (6.45%) PowerShell Engineer
7 6 (6.45%) Senior Systems Engineer
8 5 (5.38%) Big Data Developer
8 5 (5.38%) Hadoop Engineer
9 4 (4.30%) Big Data Consultant
Libraries, Frameworks & Software Standards
1 21 (22.58%) Kafka
2 10 (10.75%) REST
2 10 (10.75%) Spring
3 9 (9.68%) Drools
3 9 (9.68%) Spring Boot
4 8 (8.60%) Apache Camel
4 8 (8.60%) LAMP
5 7 (7.53%) LAPP Stack
5 7 (7.53%) RabbitMQ
6 6 (6.45%) SAML
6 6 (6.45%) ZeroMQ
7 5 (5.38%) 802.1X
7 5 (5.38%) Elastic Stack
7 5 (5.38%) TinkerPop
8 4 (4.30%) Samza
8 4 (4.30%) Web Services
9 3 (3.23%) HTML
9 3 (3.23%) OAuth
9 3 (3.23%) RESTful
10 2 (2.15%) Guice
Miscellaneous
1 19 (20.43%) Analytical Skills
2 16 (17.20%) Clustering
3 7 (7.53%) Hedge funds
3 7 (7.53%) Private Cloud
4 6 (6.45%) Algorithms
5 4 (4.30%) Fintech
5 4 (4.30%) PKI
6 2 (2.15%) Foreign Exchange (FX)
6 2 (2.15%) Mobile Banking
6 2 (2.15%) Replication
6 2 (2.15%) Virtual Team
7 1 (1.08%) Computer Science
7 1 (1.08%) DataPower
7 1 (1.08%) Management Information System
7 1 (1.08%) Online Games
7 1 (1.08%) Taxonomies
Operating Systems
1 43 (46.24%) Linux
2 40 (43.01%) Windows
3 20 (21.51%) Windows Server
4 15 (16.13%) Red Hat Enterprise Linux
4 15 (16.13%) Windows Server 2008
4 15 (16.13%) Windows Server 2012
5 14 (15.05%) CentOS
5 14 (15.05%) Ubuntu
6 10 (10.75%) Unix
7 5 (5.38%) Windows 7
7 5 (5.38%) Windows Server 2003
8 4 (4.30%) Debian
8 4 (4.30%) VMS
8 4 (4.30%) Windows 8
9 2 (2.15%) SUSE
10 1 (1.08%) Mac OS
10 1 (1.08%) Mesosphere
10 1 (1.08%) Windows 10
Processes & Methodologies
1 37 (39.78%) DevOps
2 34 (36.56%) Configuration Management
3 22 (23.66%) Continuous Integration
4 17 (18.28%) Mentoring
5 16 (17.20%) Performance Tuning
6 15 (16.13%) Agile Software Development
7 13 (13.98%) Analytics
7 13 (13.98%) Business Intelligence
7 13 (13.98%) Data Architecture
7 13 (13.98%) Process Improvement
8 12 (12.90%) Capacity Planning
8 12 (12.90%) Scrum
9 10 (10.75%) ITIL
9 10 (10.75%) Root Cause Analysis
9 10 (10.75%) Workload Management
10 9 (9.68%) BDD
10 9 (9.68%) Capacity Management
10 9 (9.68%) Continuous Improvement
10 9 (9.68%) Disaster Recovery
10 9 (9.68%) TDD
Programming Languages
1 39 (41.94%) Python
2 24 (25.81%) Java
3 18 (19.35%) Bash Shell
4 17 (18.28%) SQL
5 15 (16.13%) Perl
6 14 (15.05%) PowerShell
7 12 (12.90%) Ruby
8 7 (7.53%) Scala
9 5 (5.38%) JavaScript
10 4 (4.30%) C#
10 4 (4.30%) C++
10 4 (4.30%) VB
11 3 (3.23%) VBScript
12 2 (2.15%) PHP
12 2 (2.15%) Shell Script
13 1 (1.08%) C
13 1 (1.08%) CQL
13 1 (1.08%) Go
13 1 (1.08%) R
Qualifications
1 5 (5.38%) Degree
2 3 (3.23%) Security Cleared
3 2 (2.15%) CISSP
3 2 (2.15%) MCITP
3 2 (2.15%) MCSE
3 2 (2.15%) Microsoft Certification
3 2 (2.15%) SC Cleared
4 1 (1.08%) CCA
4 1 (1.08%) CCNA
4 1 (1.08%) CCNP
4 1 (1.08%) Cisco Certification
4 1 (1.08%) CITP
Quality Assurance & Compliance
1 2 (2.15%) GDPR
2 1 (1.08%) Data Quality
2 1 (1.08%) GCP
2 1 (1.08%) QA
System Software
1 42 (45.16%) Active Directory
2 26 (27.96%) Docker
3 23 (24.73%) VMware Infrastructure
4 14 (15.05%) HDFS
5 10 (10.75%) Apache ZooKeeper
6 9 (9.68%) NFS
7 8 (8.60%) Apache Flume
7 8 (8.60%) Virtual Machines
7 8 (8.60%) VMware ESXi
8 7 (7.53%) LXC
9 5 (5.38%) Snort
9 5 (5.38%) Xen
10 4 (4.30%) Ceph
11 2 (2.15%) Corosync
11 2 (2.15%) Hyper-V
11 2 (2.15%) PowerDNS
11 2 (2.15%) Samba
11 2 (2.15%) vCloud
12 1 (1.08%) Cronacle
12 1 (1.08%) vSphere
Systems Management
1 28 (30.11%) Puppet
2 25 (26.88%) Ansible
3 16 (17.20%) Kubernetes
3 16 (17.20%) Terraform
4 14 (15.05%) Nagios
4 14 (15.05%) Opscode Chef
4 14 (15.05%) SCOM
5 13 (13.98%) SCCM
6 9 (9.68%) vCenter Server
7 8 (8.60%) Cisco CUCM
7 8 (8.60%) Microsoft Clustering
7 8 (8.60%) SCOrch
7 8 (8.60%) Simpana
8 7 (7.53%) yum
9 6 (6.45%) CFEngine
9 6 (6.45%) Cobbler
9 6 (6.45%) collectd
9 6 (6.45%) rkt
10 5 (5.38%) Mesos
10 5 (5.38%) Prometheus
Vendors
1 32 (34.41%) HP
2 31 (33.33%) VMware
3 29 (31.18%) Microsoft
4 21 (22.58%) Red Hat
5 15 (16.13%) Cisco
6 13 (13.98%) Oracle
7 12 (12.90%) Dell
8 11 (11.83%) Hortonworks
9 8 (8.60%) Cloudera
9 8 (8.60%) CommVault
10 7 (7.53%) IBM
11 6 (6.45%) Solace
11 6 (6.45%) SolarWinds
11 6 (6.45%) Splunk
11 6 (6.45%) TIBCO
12 5 (5.38%) Atlassian
12 5 (5.38%) CheckPoint
13 4 (4.30%) Altiris
13 4 (4.30%) SAP
13 4 (4.30%) Symantec