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

Kerberos
UK
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 1053 942 1094
Rank change year-on-year -111 +152 +67
Permanent jobs citing Kerberos 143 253 182
As % of all permanent IT jobs advertised in the UK 0.083% 0.15% 0.090%
As % of the Communications & Networking category 0.55% 0.92% 0.54%
Number of salaries quoted 77 203 128
UK median annual salary £53,730 £57,500 £50,000
Median salary % change year-on-year -6.56% +15.00% -4.76%
10th Percentile £31,250 £39,172 £27,500
90th Percentile £88,500 £80,000 £77,500
UK excluding London median annual salary £43,700 £55,000 £40,000
% change year-on-year -20.55% +37.50% +8.11%

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 26,177 27,595 34,014
As % of all permanent IT jobs advertised in the UK 15.17% 15.99% 16.91%
Number of salaries quoted 20,814 22,483 28,209
UK median annual salary £46,000 £45,000 £45,000
Median salary % change year-on-year +2.22% - -
10th Percentile £25,913 £25,500 £25,500
90th Percentile £75,000 £72,500 £70,250
UK excluding London median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

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 June 2018.

Salary histogram for Kerberos in the UK

Kerberos
Top 15 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 June 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 -103 132 £55,000 -4.35% 23
London -19 90 £67,500 +3.85% 16
UK excluding London -101 51 £43,700 -20.55% 10
East of England -1 12 £44,700 -5.89% 1
South West -18 11 £35,000 -20.45%
Midlands +21 8 £36,000 +28.57% 3
Scotland -33 8 £30,000 - 2
South East -76 6 £45,000 -25.00%
North of England +8 5 £57,500 - 3
West Midlands +13 4 £34,250 +22.32%
East Midlands +7 4 £37,500 - 3
North West -10 3 £75,000 +30.43% 2
Wales - 2 - -
Yorkshire - 2 £46,250 - 1
Isle of Man - 1 £45,000 - 1

For the 6 months to 21 June 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.

1 102 (71.33%) Active Directory
2 79 (55.24%) LDAP
3 77 (53.85%) Linux
4 66 (46.15%) Windows
5 58 (40.56%) Apache
6 52 (36.36%) SQL
7 51 (35.66%) Microsoft
8 50 (34.97%) Hadoop
8 50 (34.97%) Microsoft Azure
9 49 (34.27%) Unix
10 43 (30.07%) DevOps
11 42 (29.37%) Analytical Skills
12 38 (26.57%) Mentoring
12 38 (26.57%) Amazon AWS
13 37 (25.87%) Hortonworks
14 34 (23.78%) WorldPay
15 33 (23.08%) Java
16 32 (22.38%) DNS
16 32 (22.38%) Big Data
17 31 (21.68%) Performance Tuning
17 31 (21.68%) HTTP
17 31 (21.68%) Problem-Solving
18 30 (20.98%) TCP/IP
18 30 (20.98%) Python
18 30 (20.98%) PKI
18 30 (20.98%) Windows Server
19 29 (20.28%) OAuth
20 28 (19.58%) Continuous Integration
20 28 (19.58%) Tomcat
20 28 (19.58%) Apache Spark

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 58 (40.56%) Apache
2 28 (19.58%) Apache Spark
2 28 (19.58%) Tomcat
3 25 (17.48%) IIS
4 20 (13.99%) Apache Solr
5 8 (5.59%) Mule
5 8 (5.59%) Mule ESB
5 8 (5.59%) Oracle SOA Suite
6 5 (3.50%) Apache Pig
6 5 (3.50%) Confluence
7 4 (2.80%) Oracle Application Server
7 4 (2.80%) SharePoint
8 3 (2.10%) Exchange Server 2003
8 3 (2.10%) MS Exchange
8 3 (2.10%) SAS
8 3 (2.10%) Skype for Business
8 3 (2.10%) WildFly
9 2 (1.40%) JBoss
9 2 (1.40%) nginx
10 1 (0.70%) WebLogic
Applications
1 1 (0.70%) Microsoft Excel
1 1 (0.70%) Microsoft Office
Cloud Services
1 50 (34.97%) Microsoft Azure
2 38 (26.57%) Amazon AWS
3 26 (18.18%) Google Cloud Platform
4 19 (13.29%) Azure Active Directory
5 10 (6.99%) Cloud Computing
6 8 (5.59%) Boomi
7 7 (4.90%) IaaS
8 6 (4.20%) Office 365
9 4 (2.80%) Trello
10 3 (2.10%) Amazon EMR
10 3 (2.10%) Amazon S3
11 2 (1.40%) Amazon EC2
11 2 (1.40%) PaaS
11 2 (1.40%) SaaS
12 1 (0.70%) Akamai
12 1 (0.70%) Amazon ElastiCache
12 1 (0.70%) Amazon ELB
12 1 (0.70%) Amazon Kinesis
12 1 (0.70%) G Suite
12 1 (0.70%) OpenShift
Communications & Networking
1 32 (22.38%) DNS
2 31 (21.68%) HTTP
3 30 (20.98%) TCP/IP
4 27 (18.88%) DHCP
5 25 (17.48%) Wireshark
6 20 (13.99%) Firewall
7 11 (7.69%) Network Security
8 10 (6.99%) VLAN
9 9 (6.29%) MPLS
10 8 (5.59%) Ethernet
10 8 (5.59%) SAN
10 8 (5.59%) SNMP
10 8 (5.59%) VoIP
11 6 (4.20%) SSL
12 5 (3.50%) Asterisk PBX
12 5 (3.50%) H.323
12 5 (3.50%) NAS
12 5 (3.50%) OSPF
12 5 (3.50%) PBX
12 5 (3.50%) WLAN
Database & Business Intelligence
1 50 (34.97%) Hadoop
2 32 (22.38%) Big Data
3 28 (19.58%) Apache Hive
4 14 (9.79%) Relational Database
5 12 (8.39%) HBase
6 10 (6.99%) NoSQL
7 5 (3.50%) MySQL
8 4 (2.80%) SQL Server
8 4 (2.80%) Sqoop
9 3 (2.10%) Amazon RDS
9 3 (2.10%) Amazon Redshift
9 3 (2.10%) Impala
10 2 (1.40%) Apache Cassandra
10 2 (1.40%) Apache Zeppelin
10 2 (1.40%) Geospatial Data
10 2 (1.40%) InfluxDB
10 2 (1.40%) MongoDB
10 2 (1.40%) OpenTSDB
10 2 (1.40%) Power BI
11 1 (0.70%) CouchDB
Development Applications
1 19 (13.29%) Fiddler
2 18 (12.59%) Jenkins
3 17 (11.89%) Git (software)
4 13 (9.09%) JIRA
5 6 (4.20%) Subversion
6 5 (3.50%) Phabricator
7 4 (2.80%) SoapUI
7 4 (2.80%) VersionOne
8 3 (2.10%) Atlassian Bamboo
8 3 (2.10%) TeamCity
8 3 (2.10%) VSS/SourceSafe
9 2 (1.40%) Maven
10 1 (0.70%) Artifactory
10 1 (0.70%) Bitbucket
10 1 (0.70%) Burp Suite
10 1 (0.70%) GDB
10 1 (0.70%) Gradle
10 1 (0.70%) Metasploit
10 1 (0.70%) Sonatype Nexus
10 1 (0.70%) sqlmap
General
1 14 (9.79%) Finance
2 8 (5.59%) Telecoms
3 5 (3.50%) Banking
4 2 (1.40%) Retail
5 1 (0.70%) Games
5 1 (0.70%) Publishing
Job Titles
1 38 (26.57%) Systems Engineer
2 23 (16.08%) Architect
3 22 (15.38%) Linux Engineer
4 18 (12.59%) Technical Architect
5 17 (11.89%) Linux Systems Engineer
6 16 (11.19%) Data Engineer
7 9 (6.29%) Administrator
8 8 (5.59%) DevOps Engineer
9 7 (4.90%) Analyst
9 7 (4.90%) Applications Specialist
9 7 (4.90%) IAM Specialist
9 7 (4.90%) Infrastructure Engineer
10 6 (4.20%) Developer
10 6 (4.20%) Integration Engineer
10 6 (4.20%) Linux Administrator
10 6 (4.20%) Linux Systems Administrator
10 6 (4.20%) Subject Matter Expert
10 6 (4.20%) Systems Administrator
11 5 (3.50%) Identity Management Architect
11 5 (3.50%) IT Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 79 (55.24%) LDAP
2 29 (20.28%) OAuth
3 26 (18.18%) Kafka
4 25 (17.48%) SAML
5 22 (15.38%) XML
6 19 (13.29%) HTML
7 18 (12.59%) OpenID
7 18 (12.59%) REST
7 18 (12.59%) Servlets
7 18 (12.59%) SPNEGO
8 11 (7.69%) Middleware
9 10 (6.99%) ADSI
10 8 (5.59%) Apache Camel
10 8 (5.59%) LAMP
11 7 (4.90%) SailPoint
12 5 (3.50%) 802.1X
12 5 (3.50%) FreeSWITCH
13 4 (2.80%) RAML
13 4 (2.80%) Swagger
13 4 (2.80%) WireMock
Miscellaneous
1 42 (29.37%) Analytical Skills
2 30 (20.98%) PKI
3 19 (13.29%) Fintech
3 19 (13.29%) Linux Command Line
4 18 (12.59%) Public Cloud
5 12 (8.39%) Clustering
5 12 (8.39%) Computer Science
5 12 (8.39%) Self-Motivation
6 11 (7.69%) Enterprise Software
7 5 (3.50%) Robotics
8 3 (2.10%) Data Centre
8 3 (2.10%) Wiki
9 2 (1.40%) User Experience
10 1 (0.70%) Enterprise Cloud
10 1 (0.70%) Grid Computing
10 1 (0.70%) Mainframe
10 1 (0.70%) Online Games
10 1 (0.70%) Private Cloud
10 1 (0.70%) Virtual Team
Operating Systems
1 77 (53.85%) Linux
2 66 (46.15%) Windows
3 49 (34.27%) Unix
4 30 (20.98%) Windows Server
5 17 (11.89%) Windows Server 2008
5 17 (11.89%) Windows Server 2012
6 10 (6.99%) Ubuntu
6 10 (6.99%) Windows 10
7 9 (6.29%) CentOS
8 6 (4.20%) Debian
8 6 (4.20%) Windows Server 2003
9 3 (2.10%) Red Hat Enterprise Linux
9 3 (2.10%) SUSE
9 3 (2.10%) Windows 7
10 2 (1.40%) Solaris
10 2 (1.40%) VMS
11 1 (0.70%) Kali Linux
11 1 (0.70%) VyOS
Processes & Methodologies
1 43 (30.07%) DevOps
2 38 (26.57%) Mentoring
3 31 (21.68%) Performance Tuning
3 31 (21.68%) Problem-Solving
4 28 (19.58%) Continuous Integration
5 26 (18.18%) Capacity Planning
5 26 (18.18%) Identity Access Management
6 25 (17.48%) ITIL
7 24 (16.78%) Agile Software Development
8 23 (16.08%) Analytics
8 23 (16.08%) Change Control
9 20 (13.99%) Use Case
10 19 (13.29%) Open Source
11 17 (11.89%) Data Transformation
12 15 (10.49%) Identity Management
13 14 (9.79%) Validation
14 12 (8.39%) ETL
14 12 (8.39%) Problem Management
15 11 (7.69%) Coaching
15 11 (7.69%) Configuration Management
Programming Languages
1 52 (36.36%) SQL
2 33 (23.08%) Java
3 30 (20.98%) Python
4 21 (14.69%) Bash Shell
4 21 (14.69%) Perl
5 19 (13.29%) PowerShell
6 18 (12.59%) Shell Script
7 9 (6.29%) C#
8 8 (5.59%) VBScript
9 7 (4.90%) JavaScript
10 4 (2.80%) XPath
10 4 (2.80%) XQuery
11 3 (2.10%) R
11 3 (2.10%) Scala
12 2 (1.40%) AWK
12 2 (1.40%) Ruby
12 2 (1.40%) sed
13 1 (0.70%) C++
13 1 (0.70%) PHP
13 1 (0.70%) T-SQL
Qualifications
1 21 (14.69%) Degree
2 20 (13.99%) Security Cleared
3 13 (9.09%) SC Cleared
4 4 (2.80%) Cisco Certification
4 4 (2.80%) CISM
4 4 (2.80%) CISSP
4 4 (2.80%) DV Cleared
4 4 (2.80%) Microsoft Certification
5 3 (2.10%) CCNP
5 3 (2.10%) Computer Science Degree
5 3 (2.10%) MCITP
6 2 (1.40%) CCIE
6 2 (1.40%) CCNA
6 2 (1.40%) ITIL Certification
6 2 (1.40%) MCSE
7 1 (0.70%) CEH
7 1 (0.70%) CISA
7 1 (0.70%) CTC Cleared
7 1 (0.70%) Numerate Degree
7 1 (0.70%) RHCE
Quality Assurance & Compliance
1 11 (7.69%) SLA
2 8 (5.59%) GCP
3 3 (2.10%) PMO
4 2 (1.40%) QA
5 1 (0.70%) ISO/IEC 27001
System Software
1 102 (71.33%) Active Directory
2 26 (18.18%) HDFS
3 15 (10.49%) VMware Infrastructure
4 10 (6.99%) VMware ESXi
5 9 (6.29%) Docker
5 9 (6.29%) Virtual Machines
6 5 (3.50%) Dovecot
6 5 (3.50%) iptables
6 5 (3.50%) Postfix
6 5 (3.50%) QEMU
6 5 (3.50%) VirtualBox
6 5 (3.50%) Xen
7 4 (2.80%) Apache ZooKeeper
7 4 (2.80%) Hyper-V
8 3 (2.10%) Apache Flume
8 3 (2.10%) BitLocker
9 2 (1.40%) Forefront TMG
9 2 (1.40%) NFS
9 2 (1.40%) Shibboleth
10 1 (0.70%) RACF
Systems Management
1 25 (17.48%) Oozie
2 21 (14.69%) Puppet
3 18 (12.59%) Ansible
4 15 (10.49%) Opscode Chef
4 15 (10.49%) SCOM
5 11 (7.69%) SCCM
6 10 (6.99%) Terraform
7 7 (4.90%) Cisco CUCM
7 7 (4.90%) Microsoft Clustering
7 7 (4.90%) Oracle Identity Manager
7 7 (4.90%) SCOrch
7 7 (4.90%) Simpana
7 7 (4.90%) vCenter Server
8 6 (4.20%) Hadoop YARN
8 6 (4.20%) Single Sign-On
9 5 (3.50%) Proxmox
10 4 (2.80%) Ambari
10 4 (2.80%) CA Service Virtualization
11 3 (2.10%) DatAdvantage
11 3 (2.10%) McAfee ePO
Vendors
1 51 (35.66%) Microsoft
2 37 (25.87%) Hortonworks
3 34 (23.78%) WorldPay
4 26 (18.18%) Google
5 24 (16.78%) VMware
6 21 (14.69%) Oracle
7 18 (12.59%) ForgeRock
8 17 (11.89%) Cisco
9 16 (11.19%) McAfee
10 11 (7.69%) IBM
11 10 (6.99%) Red Hat
12 9 (6.29%) Dell
12 9 (6.29%) HP
13 8 (5.59%) MuleSoft
13 8 (5.59%) SnapLogic
13 8 (5.59%) Tableau
13 8 (5.59%) Talend
13 8 (5.59%) TIBCO
13 8 (5.59%) webMethods
13 8 (5.59%) WSO2