Period
to 21 February 2018

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 21 February 2018 with a comparison to the same period in the previous 2 years.

Kerberos
UK
6 months to
21 Feb 2018
Same period 2017 Same period 2016
Rank 1036 928 1115
Rank change year-on-year -108 +187 +33
Permanent jobs citing Kerberos 152 260 163
As % of all permanent IT jobs advertised in the UK 0.086% 0.15% 0.078%
As % of the Communications & Networking category 0.57% 0.89% 0.47%
Number of salaries quoted 116 193 129
UK median annual salary £55,000 £54,000 £47,500
Median salary % change year-on-year +1.85% +13.68% -5.00%
10th Percentile £36,250 £36,250 £27,500
90th Percentile £90,000 £78,750 £90,000
UK excluding London median annual salary £45,000 £54,000 £37,500
% change year-on-year -16.67% +44.00% -21.05%

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 26,831 29,240 34,637
As % of all permanent IT jobs advertised in the UK 15.22% 16.62% 16.63%
Number of salaries quoted 21,667 23,762 28,719
UK median annual salary £45,000 £45,000 £45,000
10th Percentile £26,000 £25,750 £25,000
90th Percentile £73,750 £72,500 £70,250
UK excluding London median annual salary £40,000 £40,000 £40,000

Kerberos
Job Vacancy Trend

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

Job vacancy trend for Kerberos in the UK

Kerberos
Salary Trend

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

Salary trend for Kerberos in the UK

Kerberos
Salary Histogram

The salary distribution of IT jobs citing Kerberos over the 6 months to 21 February 2018.

Salary histogram for Kerberos in the UK

Kerberos
Top 14 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 21 February 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
England -89 146 £57,500 +4.55% 13
London +9 91 £67,500 +22.73% 7
UK excluding London -93 60 £45,000 -16.67% 7
South East -57 29 £55,000 - 1
South West +10 16 £42,000 -2.89% 1
Northern Ireland - 5 £40,000 -
Midlands +2 4 £51,000 - 2
East of England -15 3 £35,000 -26.32% 1
East Midlands 0 2 - -
North of England -6 2 £66,250 +15.22% 1
West Midlands -21 2 £51,000 - 2
Yorkshire +8 1 £57,500 +9.52%
North West -10 1 £75,000 +30.43% 1
Isle of Man - 1 £45,000 -

For the 6 months to 21 February 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 with a requirement for Kerberos.

1 85 (55.92%) LDAP
2 84 (55.26%) Active Directory
3 82 (53.95%) Windows
4 73 (48.03%) Linux
5 57 (37.50%) Microsoft
6 46 (30.26%) HP
6 46 (30.26%) DevOps
6 46 (30.26%) Windows Server
7 44 (28.95%) Hadoop
8 43 (28.29%) VMware
9 41 (26.97%) DNS
9 41 (26.97%) Analytical Skills
10 39 (25.66%) DHCP
11 38 (25.00%) Apache
12 37 (24.34%) Configuration Management
13 36 (23.68%) Performance Tuning
14 35 (23.03%) Python
14 35 (23.03%) TCP/IP
15 34 (22.37%) Unix
15 34 (22.37%) VMware Infrastructure
16 33 (21.71%) PowerShell
17 32 (21.05%) Big Data
18 30 (19.74%) Patch Management
18 30 (19.74%) Java
18 30 (19.74%) Oracle
19 29 (19.08%) Red Hat
19 29 (19.08%) Nagios
20 28 (18.42%) SQL
20 28 (18.42%) SCOM
20 28 (18.42%) Windows Server 2012

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 38 (25.00%) Apache
2 26 (17.11%) Apache Spark
3 23 (15.13%) Tomcat
4 16 (10.53%) IIS
5 13 (8.55%) SharePoint
6 12 (7.89%) Apache Solr
7 9 (5.92%) Confluence
8 6 (3.95%) JBoss
9 4 (2.63%) Elasticsearch
10 3 (1.97%) Skype for Business
11 2 (1.32%) nginx
12 1 (0.66%) MS Exchange
12 1 (0.66%) WebLogic
Applications
1 2 (1.32%) Microsoft Excel
Cloud Services
1 26 (17.11%) Amazon AWS
1 26 (17.11%) Microsoft Azure
2 18 (11.84%) IaaS
3 14 (9.21%) Azure Active Directory
4 9 (5.92%) AWS CloudFormation
4 9 (5.92%) Virtual Private Cloud
5 6 (3.95%) Cloud Computing
5 6 (3.95%) Google Cloud Platform
6 4 (2.63%) Office 365
7 2 (1.32%) Akamai
7 2 (1.32%) Cloudflare
7 2 (1.32%) OneDrive
7 2 (1.32%) SaaS
8 1 (0.66%) GitHub
8 1 (0.66%) PaaS
Communications & Networking
1 41 (26.97%) DNS
2 39 (25.66%) DHCP
3 35 (23.03%) TCP/IP
4 26 (17.11%) SAN
5 25 (16.45%) Firewall
6 24 (15.79%) HTTP
7 20 (13.16%) SSH
8 17 (11.18%) SSL
9 13 (8.55%) Network Security
10 8 (5.26%) SNMP
11 6 (3.95%) FTP
11 6 (3.95%) Wireshark
12 5 (3.29%) SMTP
13 3 (1.97%) MPLS
13 3 (1.97%) Skype
13 3 (1.97%) VPN
14 2 (1.32%) Intrusion Detection
14 2 (1.32%) OSPF
14 2 (1.32%) Reverse Proxy
14 2 (1.32%) WAN
Database & Business Intelligence
1 44 (28.95%) Hadoop
2 32 (21.05%) Big Data
3 23 (15.13%) MySQL
4 21 (13.82%) HBase
5 20 (13.16%) PostgreSQL
6 15 (9.87%) Apache Hive
7 14 (9.21%) DB2
8 9 (5.92%) NoSQL
9 7 (4.61%) Apache Cassandra
9 7 (4.61%) Relational Database
10 6 (3.95%) Impala
10 6 (3.95%) MongoDB
11 5 (3.29%) Sqoop
12 4 (2.63%) DataStax
12 4 (2.63%) InfluxDB
12 4 (2.63%) OpenTSDB
13 3 (1.97%) Amazon DynamoDB
13 3 (1.97%) Data Mining
13 3 (1.97%) Geospatial Data
13 3 (1.97%) Oracle Database
Development Applications
1 13 (8.55%) Git (software)
1 13 (8.55%) Jenkins
2 11 (7.24%) JIRA
3 7 (4.61%) Team Foundation Server
4 5 (3.29%) Fiddler
4 5 (3.29%) Subversion
5 4 (2.63%) Atlassian Bamboo
5 4 (2.63%) GitLab
6 3 (1.97%) Cucumber
7 2 (1.32%) Gradle
7 2 (1.32%) Maven
7 2 (1.32%) MSI
7 2 (1.32%) TeamCity
8 1 (0.66%) Buildbot
8 1 (0.66%) Burp Suite
8 1 (0.66%) GDB
8 1 (0.66%) Metasploit
8 1 (0.66%) Sonatype Nexus
8 1 (0.66%) sqlmap
8 1 (0.66%) Visual Studio
General
1 23 (15.13%) Finance
2 9 (5.92%) Games
3 8 (5.26%) Banking
4 2 (1.32%) Telecoms
5 1 (0.66%) Retail
Job Titles
1 22 (14.47%) Administrator
2 21 (13.82%) Systems Administrator
3 20 (13.16%) Systems Engineer
4 19 (12.50%) Unix Engineer
5 17 (11.18%) Infrastructure Engineer
6 16 (10.53%) Linux Administrator
6 16 (10.53%) Linux Systems Administrator
7 11 (7.24%) Architect
7 11 (7.24%) Developer
7 11 (7.24%) Subject Matter Expert
8 10 (6.58%) DevOps Engineer
9 9 (5.92%) Linux Engineer
9 9 (5.92%) Windows Engineer
10 8 (5.26%) Applications Specialist
10 8 (5.26%) IAM Specialist
10 8 (5.26%) Support Engineer
11 7 (4.61%) Senior Systems Engineer
11 7 (4.61%) Windows Systems Engineer
12 6 (3.95%) Analyst
12 6 (3.95%) Technical Architect
Libraries, Frameworks & Software Standards
1 85 (55.92%) LDAP
2 17 (11.18%) Kafka
3 12 (7.89%) SAML
4 9 (5.92%) REST
5 8 (5.26%) 802.1X
5 8 (5.26%) OpenID
5 8 (5.26%) SailPoint
6 7 (4.61%) HTML
6 7 (4.61%) XML
7 6 (3.95%) ADSI
7 6 (3.95%) OAuth
8 5 (3.29%) Servlets
8 5 (3.29%) Spring
9 4 (2.63%) .NET
9 4 (2.63%) Apache Tez
9 4 (2.63%) Drools
9 4 (2.63%) Elastic Stack
9 4 (2.63%) SPNEGO
9 4 (2.63%) Spring Boot
9 4 (2.63%) TinkerPop
Miscellaneous
1 41 (26.97%) Analytical Skills
2 26 (17.11%) Clustering
3 23 (15.13%) PKI
4 10 (6.58%) Fintech
5 8 (5.26%) Private Cloud
6 7 (4.61%) Computer Science
6 7 (4.61%) Data Centre
7 6 (3.95%) Enterprise Software
8 5 (3.29%) Linux Command Line
8 5 (3.29%) Public Cloud
9 2 (1.32%) Foreign Exchange (FX)
9 2 (1.32%) Management Information System
9 2 (1.32%) Online Games
9 2 (1.32%) Taxonomies
10 1 (0.66%) BYOD
10 1 (0.66%) Smartcard
Operating Systems
1 82 (53.95%) Windows
2 73 (48.03%) Linux
3 46 (30.26%) Windows Server
4 34 (22.37%) Unix
5 28 (18.42%) Windows Server 2012
6 20 (13.16%) Solaris
7 18 (11.84%) Windows Server 2008
8 12 (7.89%) Ubuntu
9 11 (7.24%) CentOS
10 10 (6.58%) Windows 10
11 8 (5.26%) Red Hat Enterprise Linux
11 8 (5.26%) Windows Server 2003
12 6 (3.95%) Debian
13 5 (3.29%) Windows 7
14 2 (1.32%) Mac OS X
14 2 (1.32%) Mesosphere
14 2 (1.32%) SUSE
15 1 (0.66%) Kali Linux
15 1 (0.66%) Mac OS
15 1 (0.66%) zOS
Processes & Methodologies
1 46 (30.26%) DevOps
2 37 (24.34%) Configuration Management
3 36 (23.68%) Performance Tuning
4 30 (19.74%) Patch Management
5 27 (17.76%) Capacity Management
5 27 (17.76%) Continuous Integration
6 26 (17.11%) Agile Software Development
6 26 (17.11%) Kalman Filter
7 24 (15.79%) Capacity Planning
8 22 (14.47%) Process Improvement
9 21 (13.82%) Mentoring
10 20 (13.16%) Analytics
11 17 (11.18%) Business Intelligence
11 17 (11.18%) ITIL
12 14 (9.21%) Identity Access Management
12 14 (9.21%) Identity Management
12 14 (9.21%) Problem Management
13 13 (8.55%) Continuous Improvement
14 12 (7.89%) Predictive Analysis
14 12 (7.89%) Root Cause Analysis
Programming Languages
1 35 (23.03%) Python
2 33 (21.71%) PowerShell
3 30 (19.74%) Java
4 28 (18.42%) SQL
5 20 (13.16%) Shell Script
6 16 (10.53%) Bash Shell
7 13 (8.55%) C#
7 13 (8.55%) Perl
8 10 (6.58%) JavaScript
9 9 (5.92%) Scala
10 8 (5.26%) VBScript
11 5 (3.29%) T-SQL
12 4 (2.63%) Gremlin
13 2 (1.32%) C
13 2 (1.32%) CQL
13 2 (1.32%) Data Analysis Expressions (DAX)
13 2 (1.32%) PHP
13 2 (1.32%) VB.NET
13 2 (1.32%) XPath
13 2 (1.32%) XQuery
Qualifications
1 15 (9.87%) Security Cleared
2 12 (7.89%) SC Cleared
3 8 (5.26%) Degree
4 4 (2.63%) Computer Science Degree
5 1 (0.66%) CCNA
5 1 (0.66%) Cisco Certification
5 1 (0.66%) CTC Cleared
5 1 (0.66%) Master's Degree
Quality Assurance & Compliance
1 8 (5.26%) SLA
2 5 (3.29%) QA
3 2 (1.32%) ISO/IEC 27001
4 1 (0.66%) GCP
4 1 (0.66%) NIST 800
System Software
1 84 (55.26%) Active Directory
2 34 (22.37%) VMware Infrastructure
3 26 (17.11%) Docker
4 19 (12.50%) HDFS
5 16 (10.53%) NFS
6 14 (9.21%) iptables
7 13 (8.55%) Samba
8 12 (7.89%) Virtual Machines
8 12 (7.89%) VMware ESXi
9 9 (5.92%) Apache ZooKeeper
10 8 (5.26%) Snort
10 8 (5.26%) Xen
11 7 (4.61%) Apache Flume
12 5 (3.29%) BitLocker
13 4 (2.63%) Job Entry Subsystem
14 3 (1.97%) Forefront TMG
14 3 (1.97%) Hyper-V
15 2 (1.32%) Corosync
15 2 (1.32%) MapR-FS
15 2 (1.32%) Virtual Desktop
Systems Management
1 29 (19.08%) Nagios
2 28 (18.42%) Puppet
2 28 (18.42%) SCOM
3 27 (17.76%) SCCM
4 21 (13.82%) Ansible
5 19 (12.50%) Terraform
6 18 (11.84%) Red Hat Satellite
7 17 (11.18%) Single Sign-On
8 14 (9.21%) Cacti
8 14 (9.21%) Kubernetes
8 14 (9.21%) Oracle ZFS
9 13 (8.55%) vCenter Server
10 12 (7.89%) Cisco CUCM
10 12 (7.89%) Microsoft Clustering
10 12 (7.89%) SCOrch
10 12 (7.89%) Simpana
11 9 (5.92%) Opscode Chef
12 8 (5.26%) Oracle Identity Manager
13 7 (4.61%) Hadoop YARN
13 7 (4.61%) Oozie
Vendors
1 57 (37.50%) Microsoft
2 46 (30.26%) HP
3 43 (28.29%) VMware
4 30 (19.74%) Oracle
5 29 (19.08%) Red Hat
6 25 (16.45%) Cisco
7 20 (13.16%) EMC
7 20 (13.16%) Hortonworks
8 19 (12.50%) NetApp
9 15 (9.87%) Cloudera
10 14 (9.21%) Brocade
10 14 (9.21%) Sun
11 12 (7.89%) CommVault
11 12 (7.89%) IBM
11 12 (7.89%) Tableau
12 8 (5.26%) CheckPoint
12 8 (5.26%) CyberArk
12 8 (5.26%) Lieberman
12 8 (5.26%) McAfee
12 8 (5.26%) Thycotic