Period
to 20 July 2018

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 20 July 2018 with a comparison to the same period in the previous 2 years.

Kerberos
England > London
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 729 727 795
Rank change year-on-year -2 +68 +49
Permanent jobs citing Kerberos 96 109 119
As % of all permanent IT jobs advertised in London 0.13% 0.15% 0.14%
As % of the Communications & Networking category 0.94% 0.97% 0.91%
Number of salaries quoted 43 85 97
London median annual salary £65,000 £67,500 £60,000
Median salary % change year-on-year -3.70% +12.50% -
10th Percentile £53,730 £40,860 £46,600
90th Percentile £100,000 £93,250 £80,500
England median annual salary £55,000 £57,500 £57,500
% change year-on-year -4.35% - +9.52%

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 10,190 11,268 13,097
As % of all permanent IT jobs advertised in London 14.30% 15.40% 15.79%
Number of salaries quoted 8,337 9,299 11,205
London median annual salary £55,000 £54,000 £52,500
Median salary % change year-on-year +1.85% +2.86% +5.00%
10th Percentile £30,000 £30,000 £29,425
90th Percentile £85,000 £80,000 £78,750
England median annual salary £47,500 £45,000 £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 20 July 2018.

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 20 July 2018. 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 -37 11 £53,730 +7.46% 1
West London +20 2 £70,000 -
East London -1 1 - - 2
South London -10 1 £57,500 -
Kerberos
England

For the 6 months to 20 July 2018, 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 79 (82.29%) Active Directory
2 58 (60.42%) Apache
3 56 (58.33%) LDAP
4 53 (55.21%) Linux
5 40 (41.67%) Windows
5 40 (41.67%) Hadoop
6 38 (39.58%) Hortonworks
7 37 (38.54%) Unix
8 36 (37.50%) WorldPay
9 35 (36.46%) Amazon AWS
10 33 (34.38%) SQL
11 31 (32.29%) Java
12 30 (31.25%) Big Data
13 29 (30.21%) DevOps
14 28 (29.17%) Mentoring
14 28 (29.17%) Python
15 27 (28.13%) Analytical Skills
16 26 (27.08%) Microsoft Azure
17 25 (26.04%) Tomcat
18 24 (25.00%) Change Control
19 23 (23.96%) Apache Hive
19 23 (23.96%) Oozie
19 23 (23.96%) Identity Access Management
20 22 (22.92%) Apache Spark
21 21 (21.88%) IIS
21 21 (21.88%) Performance Tuning
21 21 (21.88%) Capacity Planning
22 20 (20.83%) Kafka
22 20 (20.83%) HTML
22 20 (20.83%) Perl

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 58 (60.42%) Apache
2 25 (26.04%) Tomcat
3 22 (22.92%) Apache Spark
4 21 (21.88%) IIS
5 14 (14.58%) Apache Solr
6 6 (6.25%) Confluence
7 5 (5.21%) Apache Pig
7 5 (5.21%) WildFly
8 2 (2.08%) SharePoint
8 2 (2.08%) Skype for Business
9 1 (1.04%) Elasticsearch
9 1 (1.04%) nginx
9 1 (1.04%) SAS
Cloud Services
1 35 (36.46%) Amazon AWS
2 26 (27.08%) Microsoft Azure
3 17 (17.71%) Google Cloud Platform
4 7 (7.29%) Amazon EC2
4 7 (7.29%) Azure Active Directory
5 6 (6.25%) Amazon S3
6 5 (5.21%) Amazon EMR
7 4 (4.17%) Amazon ElastiCache
7 4 (4.17%) Amazon ELB
7 4 (4.17%) Amazon Kinesis
7 4 (4.17%) AWS Lambda
7 4 (4.17%) IaaS
7 4 (4.17%) Serverless
8 3 (3.13%) Office 365
9 2 (2.08%) G Suite
10 1 (1.04%) OpenShift
10 1 (1.04%) PaaS
10 1 (1.04%) Virtual Private Cloud
Communications & Networking
1 20 (20.83%) HTTP
2 17 (17.71%) Wireshark
3 16 (16.67%) TCP/IP
4 11 (11.46%) DNS
5 9 (9.38%) DHCP
5 9 (9.38%) Firewall
6 6 (6.25%) VPN
7 5 (5.21%) OSPF
7 5 (5.21%) WAN
8 4 (4.17%) Intrusion Detection
8 4 (4.17%) Reverse Proxy
9 3 (3.13%) BGP
9 3 (3.13%) IPsec
9 3 (3.13%) LAN
9 3 (3.13%) SAN
9 3 (3.13%) SNMP
9 3 (3.13%) Wireless
10 2 (2.08%) Ethernet
10 2 (2.08%) MPLS
10 2 (2.08%) VoIP
Database & Business Intelligence
1 40 (41.67%) Hadoop
2 30 (31.25%) Big Data
3 23 (23.96%) Apache Hive
4 10 (10.42%) MySQL
5 5 (5.21%) Amazon RDS
5 5 (5.21%) Amazon Redshift
6 4 (4.17%) HBase
7 3 (3.13%) Apache Cassandra
8 2 (2.08%) MongoDB
8 2 (2.08%) PostgreSQL
8 2 (2.08%) Relational Database
9 1 (1.04%) CouchDB
9 1 (1.04%) Electronic Patient Records
9 1 (1.04%) Impala
9 1 (1.04%) InfluxDB
9 1 (1.04%) MariaDB
9 1 (1.04%) NoSQL
9 1 (1.04%) OpenTSDB
9 1 (1.04%) Scylla
9 1 (1.04%) SQL Server
Development Applications
1 17 (17.71%) Fiddler
2 8 (8.33%) JIRA
3 7 (7.29%) Git (software)
4 3 (3.13%) Jenkins
5 2 (2.08%) VSS/SourceSafe
6 1 (1.04%) Artifactory
6 1 (1.04%) Atlassian Bamboo
6 1 (1.04%) Bitbucket
6 1 (1.04%) Maven
6 1 (1.04%) Subversion
6 1 (1.04%) TeamCity
General
1 10 (10.42%) Finance
1 10 (10.42%) Telecoms
2 6 (6.25%) Banking
3 3 (3.13%) Advertising
4 1 (1.04%) Publishing
Job Titles
1 32 (33.33%) Systems Engineer
2 24 (25.00%) Architect
3 23 (23.96%) Linux Engineer
4 17 (17.71%) Technical Architect
5 15 (15.63%) Data Engineer
5 15 (15.63%) Linux Systems Engineer
6 6 (6.25%) Applications Specialist
6 6 (6.25%) IAM Specialist
6 6 (6.25%) Senior Linux Engineer
6 6 (6.25%) Solutions Architect
7 5 (5.21%) Subject Matter Expert
8 4 (4.17%) ForgeRock Architect
8 4 (4.17%) Identity Management Architect
8 4 (4.17%) Network Engineer
9 3 (3.13%) Active Directory Specialist
9 3 (3.13%) DevOps Engineer
9 3 (3.13%) Infrastructure Engineer
9 3 (3.13%) Microsoft Specialist
9 3 (3.13%) Wintel Engineer
10 2 (2.08%) Senior Cisco Network Engineer
Libraries, Frameworks & Software Standards
1 56 (58.33%) LDAP
2 20 (20.83%) HTML
2 20 (20.83%) Kafka
2 20 (20.83%) SAML
3 17 (17.71%) OAuth
3 17 (17.71%) OpenID
3 17 (17.71%) REST
3 17 (17.71%) Servlets
3 17 (17.71%) XML
4 16 (16.67%) SPNEGO
5 6 (6.25%) LAMP
5 6 (6.25%) SailPoint
6 5 (5.21%) Middleware
7 3 (3.13%) .NET
7 3 (3.13%) ASP.NET
8 2 (2.08%) Elastic Stack
9 1 (1.04%) Anaconda
9 1 (1.04%) LAPP Stack
9 1 (1.04%) LEMP Stack
9 1 (1.04%) Sensu
Miscellaneous
1 27 (28.13%) Analytical Skills
2 18 (18.75%) Fintech
2 18 (18.75%) Linux Command Line
3 17 (17.71%) PKI
3 17 (17.71%) Public Cloud
4 11 (11.46%) Enterprise Software
5 6 (6.25%) Clustering
5 6 (6.25%) Wiki
6 4 (4.17%) Data Centre
6 4 (4.17%) Self-Motivation
7 2 (2.08%) Computer Science
7 2 (2.08%) Management Information System
8 1 (1.04%) Grid Computing
8 1 (1.04%) Virtual Team
Operating Systems
1 53 (55.21%) Linux
2 40 (41.67%) Windows
3 37 (38.54%) Unix
4 16 (16.67%) Windows Server
5 15 (15.63%) CentOS
6 13 (13.54%) Windows Server 2008
7 8 (8.33%) Ubuntu
7 8 (8.33%) Windows Server 2012
8 4 (4.17%) Red Hat Enterprise Linux
8 4 (4.17%) Windows 10
8 4 (4.17%) Windows 7
9 3 (3.13%) Solaris
10 1 (1.04%) Debian
10 1 (1.04%) Mac OS
10 1 (1.04%) SUSE
10 1 (1.04%) VyOS
Processes & Methodologies
1 29 (30.21%) DevOps
2 28 (29.17%) Mentoring
3 24 (25.00%) Change Control
4 23 (23.96%) Identity Access Management
5 21 (21.88%) Capacity Planning
5 21 (21.88%) Performance Tuning
6 18 (18.75%) Problem-Solving
7 17 (17.71%) Use Case
8 16 (16.67%) Continuous Integration
8 16 (16.67%) Data Transformation
9 15 (15.63%) ITIL
10 14 (14.58%) Validation
11 13 (13.54%) Analytics
11 13 (13.54%) ETL
12 11 (11.46%) Agile Software Development
13 8 (8.33%) Problem Management
14 7 (7.29%) Continuous Improvement
15 6 (6.25%) Business Analytics
15 6 (6.25%) High Availability
15 6 (6.25%) Open Source
Programming Languages
1 33 (34.38%) SQL
2 31 (32.29%) Java
3 28 (29.17%) Python
4 20 (20.83%) Perl
5 19 (19.79%) Bash Shell
6 17 (17.71%) Shell Script
7 11 (11.46%) C#
7 11 (11.46%) PowerShell
8 9 (9.38%) VBScript
9 6 (6.25%) JavaScript
10 5 (5.21%) R
11 3 (3.13%) C++
12 2 (2.08%) AWK
12 2 (2.08%) Ruby
12 2 (2.08%) sed
13 1 (1.04%) Go
13 1 (1.04%) Java 8
13 1 (1.04%) Scala
Qualifications
1 7 (7.29%) Degree
2 6 (6.25%) Cisco Certification
3 4 (4.17%) CCNA
3 4 (4.17%) MCSE
3 4 (4.17%) Microsoft Certification
4 3 (3.13%) CCNP
4 3 (3.13%) MCITP
4 3 (3.13%) RHCE
4 3 (3.13%) RHCSA
5 2 (2.08%) CCIE
6 1 (1.04%) Computer Science Degree
6 1 (1.04%) DV Cleared
6 1 (1.04%) Numerate Degree
6 1 (1.04%) Security Cleared
Quality Assurance & Compliance
1 6 (6.25%) PMO
2 3 (3.13%) SLA
3 2 (2.08%) QA
System Software
1 79 (82.29%) Active Directory
2 18 (18.75%) HDFS
3 14 (14.58%) VMware Infrastructure
4 8 (8.33%) VMware ESXi
5 5 (5.21%) Virtual Machines
6 4 (4.17%) Docker
7 3 (3.13%) BitLocker
7 3 (3.13%) Squid
8 2 (2.08%) Forefront TMG
8 2 (2.08%) LXC
9 1 (1.04%) Apache ZooKeeper
9 1 (1.04%) Dovecot
9 1 (1.04%) DRBD
9 1 (1.04%) KVM
9 1 (1.04%) pfSense
9 1 (1.04%) Postfix
9 1 (1.04%) PowerDNS
9 1 (1.04%) Samba
9 1 (1.04%) vSphere
9 1 (1.04%) Xen
Systems Management
1 23 (23.96%) Oozie
2 13 (13.54%) SCOM
3 9 (9.38%) Puppet
4 8 (8.33%) Ansible
4 8 (8.33%) SCCM
5 6 (6.25%) Oracle Identity Manager
5 6 (6.25%) ZABBIX
6 5 (5.21%) Cisco CUCM
6 5 (5.21%) Microsoft Clustering
6 5 (5.21%) SCOrch
6 5 (5.21%) Simpana
6 5 (5.21%) vCenter Server
6 5 (5.21%) Xymon
7 4 (4.17%) Single Sign-On
8 3 (3.13%) AirWatch
8 3 (3.13%) DatAdvantage
8 3 (3.13%) McAfee ePO
8 3 (3.13%) Opscode Chef
9 2 (2.08%) Ambari
9 2 (2.08%) Forefront Identity Manager
Vendors
1 38 (39.58%) Hortonworks
2 36 (37.50%) WorldPay
3 19 (19.79%) Google
4 17 (17.71%) ForgeRock
4 17 (17.71%) Microsoft
5 16 (16.67%) VMware
6 11 (11.46%) Cisco
6 11 (11.46%) Red Hat
7 8 (8.33%) Oracle
8 7 (7.29%) Tableau
9 6 (6.25%) CyberArk
9 6 (6.25%) Lieberman
9 6 (6.25%) Thycotic
10 5 (5.21%) CommVault
10 5 (5.21%) EMC
10 5 (5.21%) HP
10 5 (5.21%) McAfee
11 4 (4.17%) SolarWinds
12 3 (3.13%) F5
12 3 (3.13%) Varonis