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

Kerberos
England > London
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 728 701 842
Rank change year-on-year -27 +141 -29
Permanent jobs citing Kerberos 104 110 68
As % of all permanent IT jobs advertised in London 0.15% 0.16% 0.081%
As % of the Communications & Networking category 1.04% 1.01% 0.52%
Number of salaries quoted 58 76 50
London median annual salary £67,500 £54,500 £62,500
Median salary % change year-on-year +23.85% -12.80% +13.64%
10th Percentile £36,250 £36,250 £41,000
90th Percentile £100,000 £85,000 £90,000
England median annual salary £55,000 £55,000 £45,000
% change year-on-year - +22.22% -14.29%

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 10,025 10,894 13,194
As % of all permanent IT jobs advertised in London 14.32% 15.79% 15.72%
Number of salaries quoted 8,311 9,199 11,183
London median annual salary £55,000 £55,000 £52,250
Median salary % change year-on-year - +5.26% +4.50%
10th Percentile £31,050 £30,000 £28,500
90th Percentile £83,750 £80,500 £77,500
England median annual salary £47,000 £45,000 £45,000
% change year-on-year +4.44% - +4.65%

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 April 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 April 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 13 £53,730 -2.31% 2
West London +17 8 £37,500 - 1
South London - 4 £82,500 -
Kerberos
England

For the 6 months to 20 April 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 (75.96%) Active Directory
2 50 (48.08%) Linux
3 49 (47.12%) LDAP
4 47 (45.19%) Hadoop
5 46 (44.23%) Apache
6 43 (41.35%) Windows
7 42 (40.38%) Analytical Skills
8 37 (35.58%) Java
8 37 (35.58%) Big Data
8 37 (35.58%) Hortonworks
9 34 (32.69%) DevOps
10 33 (31.73%) Unix
11 31 (29.81%) Python
12 30 (28.85%) SQL
13 29 (27.88%) Performance Tuning
14 27 (25.96%) Apache Spark
14 27 (25.96%) VMware
15 26 (25.00%) HTTP
15 26 (25.00%) Microsoft
15 26 (25.00%) Kafka
15 26 (25.00%) Capacity Planning
15 26 (25.00%) WorldPay
16 25 (24.04%) Identity Access Management
16 25 (24.04%) Mentoring
16 25 (24.04%) HDFS
16 25 (24.04%) VMware Infrastructure
17 24 (23.08%) Amazon AWS
18 22 (21.15%) Microsoft Azure
18 22 (21.15%) SCCM
19 21 (20.19%) Apache Solr

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 46 (44.23%) Apache
2 27 (25.96%) Apache Spark
3 21 (20.19%) Apache Solr
4 19 (18.27%) IIS
5 15 (14.42%) Tomcat
6 11 (10.58%) SharePoint
7 8 (7.69%) Confluence
8 4 (3.85%) JBoss
9 2 (1.92%) Elasticsearch
9 2 (1.92%) nginx
10 1 (0.96%) MS Exchange
10 1 (0.96%) Skype for Business
10 1 (0.96%) WebLogic
Cloud Services
1 24 (23.08%) Amazon AWS
2 22 (21.15%) Microsoft Azure
3 14 (13.46%) Google Cloud Platform
4 7 (6.73%) Azure Active Directory
4 7 (6.73%) IaaS
5 2 (1.92%) AWS CloudFormation
5 2 (1.92%) Office 365
5 2 (1.92%) Virtual Private Cloud
6 1 (0.96%) Akamai
6 1 (0.96%) Cloudflare
6 1 (0.96%) PaaS
6 1 (0.96%) SaaS
6 1 (0.96%) Zenedge
Communications & Networking
1 26 (25.00%) HTTP
2 21 (20.19%) TCP/IP
3 17 (16.35%) DNS
4 16 (15.38%) DHCP
5 13 (12.50%) Wireshark
6 12 (11.54%) Firewall
7 6 (5.77%) SSL
8 2 (1.92%) OSPF
8 2 (1.92%) VPN
9 1 (0.96%) BGP
9 1 (0.96%) Ethernet
9 1 (0.96%) Internet
9 1 (0.96%) LAN
9 1 (0.96%) MPLS
9 1 (0.96%) PBX
9 1 (0.96%) SNMP
9 1 (0.96%) TACACS
9 1 (0.96%) VoIP
9 1 (0.96%) WAN
9 1 (0.96%) X.500
Database & Business Intelligence
1 47 (45.19%) Hadoop
2 37 (35.58%) Big Data
3 21 (20.19%) Apache Hive
4 14 (13.46%) HBase
5 7 (6.73%) NoSQL
6 6 (5.77%) Apache Cassandra
7 4 (3.85%) Impala
7 4 (3.85%) MongoDB
7 4 (3.85%) MySQL
7 4 (3.85%) PostgreSQL
7 4 (3.85%) Relational Database
8 3 (2.88%) Data Mining
8 3 (2.88%) DataStax
8 3 (2.88%) InfluxDB
8 3 (2.88%) OpenTSDB
8 3 (2.88%) Oracle Database
8 3 (2.88%) RDBMS
9 2 (1.92%) Amazon DynamoDB
9 2 (1.92%) Sqoop
9 2 (1.92%) Text Mining
Development Applications
1 13 (12.50%) Fiddler
2 8 (7.69%) JIRA
3 5 (4.81%) Jenkins
4 3 (2.88%) Git (software)
5 2 (1.92%) Cucumber
5 2 (1.92%) Gradle
5 2 (1.92%) Maven
6 1 (0.96%) Atlassian Bamboo
6 1 (0.96%) GitLab
6 1 (0.96%) Sonatype Nexus
6 1 (0.96%) Subversion
6 1 (0.96%) Team Foundation Server
6 1 (0.96%) VSS/SourceSafe
General
1 18 (17.31%) Finance
2 8 (7.69%) Games
2 8 (7.69%) Telecoms
3 4 (3.85%) Banking
4 1 (0.96%) Retail
Job Titles
1 30 (28.85%) Systems Engineer
2 19 (18.27%) Architect
3 14 (13.46%) Data Engineer
3 14 (13.46%) Linux Engineer
3 14 (13.46%) Technical Architect
4 11 (10.58%) Applications Specialist
4 11 (10.58%) IAM Specialist
4 11 (10.58%) Linux Systems Engineer
5 9 (8.65%) Administrator
6 8 (7.69%) Subject Matter Expert
6 8 (7.69%) Systems Administrator
7 5 (4.81%) DevOps Engineer
7 5 (4.81%) Wintel Engineer
8 4 (3.85%) Hadoop Engineer
9 3 (2.88%) Big Data Architect
9 3 (2.88%) Big Data Developer
9 3 (2.88%) Data Architect
9 3 (2.88%) Developer
9 3 (2.88%) Linux Specialist
9 3 (2.88%) Windows Engineer
Libraries, Frameworks & Software Standards
1 49 (47.12%) LDAP
2 26 (25.00%) Kafka
3 20 (19.23%) SAML
4 16 (15.38%) REST
4 16 (15.38%) SPNEGO
5 15 (14.42%) OpenID
6 14 (13.46%) HTML
7 13 (12.50%) OAuth
7 13 (12.50%) Servlets
7 13 (12.50%) XML
8 11 (10.58%) SailPoint
9 8 (7.69%) 802.1X
10 4 (3.85%) Spring
11 3 (2.88%) Apache Tez
11 3 (2.88%) Drools
11 3 (2.88%) Elastic Stack
11 3 (2.88%) Lucene
11 3 (2.88%) Spring Boot
11 3 (2.88%) TinkerPop
12 2 (1.92%) LEMP Stack
Miscellaneous
1 42 (40.38%) Analytical Skills
2 17 (16.35%) Fintech
2 17 (16.35%) Linux Command Line
3 16 (15.38%) PKI
4 13 (12.50%) Public Cloud
5 12 (11.54%) Enterprise Software
6 11 (10.58%) Clustering
7 5 (4.81%) Self-Motivation
8 3 (2.88%) Private Cloud
9 2 (1.92%) Computer Science
9 2 (1.92%) Taxonomies
10 1 (0.96%) Data Centre
10 1 (0.96%) Foreign Exchange (FX)
10 1 (0.96%) Grid Computing
10 1 (0.96%) Management Information System
10 1 (0.96%) Online Games
10 1 (0.96%) Smartcard
10 1 (0.96%) Virtual Team
10 1 (0.96%) Wiki
Operating Systems
1 50 (48.08%) Linux
2 43 (41.35%) Windows
3 33 (31.73%) Unix
4 20 (19.23%) Windows Server
5 12 (11.54%) Windows Server 2012
6 11 (10.58%) Windows Server 2008
7 9 (8.65%) Ubuntu
8 8 (7.69%) CentOS
9 5 (4.81%) Red Hat Enterprise Linux
9 5 (4.81%) Windows 10
9 5 (4.81%) Windows 7
10 2 (1.92%) Windows Server 2003
11 1 (0.96%) Mac OS
11 1 (0.96%) Mesosphere
11 1 (0.96%) Solaris
11 1 (0.96%) zOS
Processes & Methodologies
1 34 (32.69%) DevOps
2 29 (27.88%) Performance Tuning
3 26 (25.00%) Capacity Planning
4 25 (24.04%) Identity Access Management
4 25 (24.04%) Mentoring
5 20 (19.23%) Problem-Solving
6 19 (18.27%) Configuration Management
6 19 (18.27%) Continuous Integration
7 16 (15.38%) Data Transformation
8 15 (14.42%) Analytics
9 14 (13.46%) Business Intelligence
9 14 (13.46%) Change Control
10 13 (12.50%) Business Analytics
10 13 (12.50%) ETL
10 13 (12.50%) Use Case
11 12 (11.54%) ITIL
11 12 (11.54%) Privileged Access Management
12 11 (10.58%) Agile Software Development
12 11 (10.58%) Business Process Analysis
12 11 (10.58%) Validation
Programming Languages
1 37 (35.58%) Java
2 31 (29.81%) Python
3 30 (28.85%) SQL
4 19 (18.27%) Bash Shell
4 19 (18.27%) Perl
4 19 (18.27%) PowerShell
5 13 (12.50%) Shell Script
6 12 (11.54%) C#
6 12 (11.54%) VBScript
7 11 (10.58%) JavaScript
8 5 (4.81%) Scala
9 4 (3.85%) Java 8
10 3 (2.88%) Gremlin
11 1 (0.96%) AWK
11 1 (0.96%) C++
11 1 (0.96%) CQL
11 1 (0.96%) PHP
11 1 (0.96%) R
11 1 (0.96%) sed
Qualifications
1 5 (4.81%) Degree
1 5 (4.81%) Security Cleared
2 4 (3.85%) SC Cleared
3 1 (0.96%) CCNA
3 1 (0.96%) Cisco Certification
3 1 (0.96%) Computer Science Degree
3 1 (0.96%) CTC Cleared
3 1 (0.96%) Master's Degree
3 1 (0.96%) MCITP
3 1 (0.96%) MCSE
3 1 (0.96%) Microsoft Certification
3 1 (0.96%) Numerate Degree
Quality Assurance & Compliance
1 5 (4.81%) SLA
2 1 (0.96%) GCP
2 1 (0.96%) PMO
System Software
1 79 (75.96%) Active Directory
2 25 (24.04%) HDFS
2 25 (24.04%) VMware Infrastructure
3 14 (13.46%) Docker
4 9 (8.65%) NFS
4 9 (8.65%) Virtual Machines
4 9 (8.65%) VMware ESXi
5 8 (7.69%) Snort
5 8 (7.69%) Xen
6 6 (5.77%) Apache ZooKeeper
7 5 (4.81%) BitLocker
8 4 (3.85%) Apache Flume
9 3 (2.88%) Forefront TMG
10 1 (0.96%) Corosync
10 1 (0.96%) MapR-FS
10 1 (0.96%) PowerDNS
Systems Management
1 22 (21.15%) SCCM
2 19 (18.27%) Oozie
3 18 (17.31%) SCOM
4 16 (15.38%) Ansible
5 12 (11.54%) Puppet
6 11 (10.58%) Oracle Identity Manager
7 10 (9.62%) Terraform
8 9 (8.65%) Cisco CUCM
8 9 (8.65%) Kubernetes
8 9 (8.65%) Microsoft Clustering
8 9 (8.65%) Nagios
8 9 (8.65%) SCOrch
8 9 (8.65%) Simpana
8 9 (8.65%) Single Sign-On
8 9 (8.65%) vCenter Server
9 5 (4.81%) AirWatch
9 5 (4.81%) Hadoop YARN
9 5 (4.81%) Mesos
9 5 (4.81%) Opscode Chef
10 4 (3.85%) Ambari
Vendors
1 37 (35.58%) Hortonworks
2 27 (25.96%) VMware
3 26 (25.00%) Microsoft
3 26 (25.00%) WorldPay
4 19 (18.27%) Cisco
4 19 (18.27%) HP
5 18 (17.31%) Oracle
6 14 (13.46%) ForgeRock
7 13 (12.50%) Google
7 13 (12.50%) Tableau
8 11 (10.58%) CyberArk
8 11 (10.58%) Lieberman
8 11 (10.58%) Thycotic
9 9 (8.65%) CommVault
10 8 (7.69%) CheckPoint
11 7 (6.73%) Cloudera
12 5 (4.81%) Altiris
13 3 (2.88%) BMC
13 3 (2.88%) Red Hat
13 3 (2.88%) Tripwire