Period
to 18 August 2019

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Kerberos skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Kerberos over the 6 months to 18 August 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Kerberos
UK > England
6 months to
18 Aug 2019
Same period 2018 Same period 2017
Rank 682 591 583
Rank change year-on-year -91 -8 +138
Contract jobs citing Kerberos 109 274 247
As % of all contract IT jobs advertised in England 0.13% 0.29% 0.28%
As % of the Communications & Networking category 1.02% 2.16% 2.02%
Number of daily rates quoted 73 176 156
England median daily rate £550 £550 £550
10th Percentile £430 £375 £359
90th Percentile £739 £650 £700
UK median daily rate £550 £550 £550
Number of hourly rates quoted 0 7 0
England median hourly rate - £52.50 -
UK median hourly rate - £52.50 -

Kerberos is in the Communications and Computer Networking category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for communications or computer networking skills.

All Communications and Computer Networking Skills
England
Contract vacancies with a requirement for communications or computer networking skills 10,648 12,675 12,232
As % of all contract IT jobs advertised in England 12.92% 13.47% 13.76%
Number of daily rates quoted 6,551 7,786 7,378
England median daily rate £425 £425 £413
Median daily rate % change year-on-year - +3.03% +3.13%
10th Percentile £200 £205 £208
90th Percentile £613 £613 £588
UK median daily rate £425 £425 £408
% change year-on-year - +4.29% +1.88%
Number of hourly rates quoted 517 707 680
England median hourly rate £23.75 £20.00 £18.05
Median hourly rate % change year-on-year +18.75% +10.80% -27.80%
10th Percentile £12.00 £12.39 £11.00
90th Percentile £52.50 £48.75 £48.75
UK median hourly rate £23.75 £20.00 £19.00
% change year-on-year +18.75% +5.26% -24.00%

Kerberos
Job Vacancy Trend in England

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

Job vacancy trend for Kerberos in England

Kerberos
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Kerberos in England.

Contractor daily rate trend for Kerberos in England

Kerberos
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Kerberos in England over the 6 months to 18 August 2019.

Contractor daily rate histogram for Kerberos in England

Kerberos
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Kerberos in England.

Contractor hourly rate trend for Kerberos in England

Kerberos
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Kerberos within the England region over the 6 months to 18 August 2019. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -89 51 £600 - 10
Midlands +43 19 £500 +48.15%
West Midlands +32 17 £500 +57.48%
South East +1 12 £563 +32.35% 1
South West -34 12 £530 +8.72% 4
North of England +19 7 £450 +15.38% 4
East of England +28 6 £588 +65.49% 1
Yorkshire +13 5 £525 +34.62% 1
East Midlands +24 2 £425 +13.33%
North West - 2 £450 - 3
Kerberos
UK

For the 6 months to 18 August 2019, IT contractor 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 contract job ads across the England region with a requirement for Kerberos.

1 45 (41.28%) Active Directory
2 42 (38.53%) Microsoft
3 39 (35.78%) Linux
4 38 (34.86%) Windows
5 35 (32.11%) Ansible
6 34 (31.19%) Big Data
6 34 (31.19%) Hadoop
7 32 (29.36%) Docker
8 30 (27.52%) Apache Spark
9 29 (26.61%) SQL
9 29 (26.61%) DNS
10 28 (25.69%) Microsoft Azure
11 27 (24.77%) Java
12 25 (22.94%) LDAP
12 25 (22.94%) Apache Hive
12 25 (22.94%) HBase
13 23 (21.10%) Cloudera
14 22 (20.18%) Terraform
14 22 (20.18%) Python
14 22 (20.18%) Amazon AWS
15 21 (19.27%) Finance
15 21 (19.27%) Jenkins
16 20 (18.35%) HDFS
16 20 (18.35%) SSL
17 19 (17.43%) Migration
17 19 (17.43%) Git (software)
17 19 (17.43%) Agile Software Development
17 19 (17.43%) DevOps
17 19 (17.43%) Windows Server
18 18 (16.51%) Problem-Solving

Kerberos
Co-occurring IT Skills in England 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 30 (27.52%) Apache Spark
2 15 (13.76%) Apache
3 8 (7.34%) Apache Solr
4 5 (4.59%) Confluence
4 5 (4.59%) Tomcat
5 4 (3.67%) Elasticsearch
5 4 (3.67%) IIS
6 3 (2.75%) OpenStack
6 3 (2.75%) Oracle Coherence
6 3 (2.75%) WebSphere
6 3 (2.75%) WebSphere Application Server
7 2 (1.83%) nginx
8 1 (0.92%) SharePoint
Applications
1 3 (2.75%) Microsoft Excel
1 3 (2.75%) Microsoft Office
2 2 (1.83%) Microsoft PowerPoint
2 2 (1.83%) Microsoft Project
3 1 (0.92%) MS Visio
Cloud Services
1 28 (25.69%) Microsoft Azure
2 22 (20.18%) Amazon AWS
3 8 (7.34%) Azure Active Directory
3 8 (7.34%) Office 365
3 8 (7.34%) OpenShift
4 5 (4.59%) SaaS
5 3 (2.75%) PaaS
6 2 (1.83%) Amazon S3
7 1 (0.92%) Amazon CloudWatch
7 1 (0.92%) Amazon EC2
7 1 (0.92%) Amazon EMR
7 1 (0.92%) GitHub
7 1 (0.92%) Google Cloud Platform
7 1 (0.92%) Microsoft Flow
7 1 (0.92%) OneDrive
7 1 (0.92%) Power Platform
7 1 (0.92%) PowerApps
7 1 (0.92%) Virtual Private Cloud
Communications & Networking
1 29 (26.61%) DNS
2 20 (18.35%) SSL
3 12 (11.01%) DHCP
4 9 (8.26%) HTTP
5 7 (6.42%) Firewall
6 5 (4.59%) SAN
7 4 (3.67%) HTTPS
7 4 (3.67%) IPsec
7 4 (3.67%) Multicast
8 3 (2.75%) Internet
8 3 (2.75%) Intrusion Detection
8 3 (2.75%) NAS
8 3 (2.75%) TCP/IP
8 3 (2.75%) VLAN
8 3 (2.75%) VPN
8 3 (2.75%) Wi-Fi
8 3 (2.75%) Wireshark
9 2 (1.83%) Network Security
9 2 (1.83%) SNMP
9 2 (1.83%) WebEx
Database & Business Intelligence
1 34 (31.19%) Big Data
1 34 (31.19%) Hadoop
2 25 (22.94%) Apache Hive
2 25 (22.94%) HBase
3 14 (12.84%) Impala
3 14 (12.84%) PostgreSQL
4 11 (10.09%) Pentaho
5 7 (6.42%) SQL Server
6 5 (4.59%) MySQL
6 5 (4.59%) Sqoop
7 4 (3.67%) Data Lake
7 4 (3.67%) InfluxDB
7 4 (3.67%) MongoDB
7 4 (3.67%) OpenTSDB
7 4 (3.67%) SQL Server 2016
8 3 (2.75%) Apache Cassandra
8 3 (2.75%) Cloudera CDH
8 3 (2.75%) NoSQL
8 3 (2.75%) SQL Server 2017
9 2 (1.83%) Apache Ignite
Development Applications
1 21 (19.27%) Jenkins
2 19 (17.43%) Git (software)
3 12 (11.01%) Artifactory
4 11 (10.09%) Maven
5 7 (6.42%) Cucumber
5 7 (6.42%) Eclipse
5 7 (6.42%) JIRA
6 4 (3.67%) Hudson
7 3 (2.75%) Rational Application Developer
7 3 (2.75%) Subversion
7 3 (2.75%) Visual Studio
8 1 (0.92%) Fiddler
8 1 (0.92%) Gradle
8 1 (0.92%) IntelliJ
8 1 (0.92%) Metasploit
8 1 (0.92%) Sonatype Nexus
General
1 21 (19.27%) Finance
2 15 (13.76%) Banking
3 8 (7.34%) Front Office
4 4 (3.67%) Investment Banking
5 3 (2.75%) Retail
6 2 (1.83%) Military
7 1 (0.92%) Law
7 1 (0.92%) Legal
7 1 (0.92%) Police
7 1 (0.92%) Public Sector
7 1 (0.92%) Telecoms
Job Titles
1 22 (20.18%) Data Engineer
2 21 (19.27%) Big Data Engineer
3 19 (17.43%) Developer
4 16 (14.68%) Platform Engineer
5 15 (13.76%) Administrator
6 11 (10.09%) Architect
7 10 (9.17%) Hadoop Administrator
7 10 (9.17%) Java Developer
8 9 (8.26%) Consultant
9 8 (7.34%) Active Directory Specialist
9 8 (7.34%) AWS Engineer
9 8 (7.34%) Hadoop Engineer
10 7 (6.42%) AWS Developer
11 6 (5.50%) Agile Developer
11 6 (5.50%) Big Data Developer
11 6 (5.50%) Hadoop Developer
12 5 (4.59%) DevOps Engineer
12 5 (4.59%) Security Architect
12 5 (4.59%) Senior Developer
13 4 (3.67%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 25 (22.94%) LDAP
2 18 (16.51%) Kafka
3 15 (13.76%) SAML
4 13 (11.93%) Spring
5 11 (10.09%) .NET
6 9 (8.26%) Spring Boot
7 8 (7.34%) Apache Camel
7 8 (7.34%) Drools
7 8 (7.34%) WCF
7 8 (7.34%) XML
8 7 (6.42%) REST
8 7 (6.42%) Web Services
9 6 (5.50%) HTML
9 6 (5.50%) JPA
10 5 (4.59%) Elastic Stack
10 5 (4.59%) JavaFX
10 5 (4.59%) OpenID
11 4 (3.67%) OAuth
11 4 (3.67%) RESTful
11 4 (3.67%) SOAP
Miscellaneous
1 14 (12.84%) Analytical Skills
2 11 (10.09%) PKI
3 5 (4.59%) Replication
4 3 (2.75%) Enterprise Software
4 3 (2.75%) Management Information System
5 2 (1.83%) Cyber Defence
5 2 (1.83%) HP Superdome
5 2 (1.83%) Self-Motivation
5 2 (1.83%) User Experience
5 2 (1.83%) Video Conferencing
6 1 (0.92%) Algorithms
6 1 (0.92%) Client/Server
6 1 (0.92%) Cyber Kill Chain
6 1 (0.92%) Cyberthreat
6 1 (0.92%) Machine to Machine
6 1 (0.92%) Mobile App
6 1 (0.92%) Private Cloud
6 1 (0.92%) Public Cloud
6 1 (0.92%) Smartcard
Operating Systems
1 39 (35.78%) Linux
2 38 (34.86%) Windows
3 19 (17.43%) Windows Server
4 10 (9.17%) Windows Server 2012
5 9 (8.26%) Unix
6 7 (6.42%) CentOS
6 7 (6.42%) Windows 10
7 5 (4.59%) Windows Server 2008
8 4 (3.67%) SUSE Linux Enterprise Server
9 3 (2.75%) Ubuntu
9 3 (2.75%) Windows 7
10 2 (1.83%) HPUX
10 2 (1.83%) Red Hat Enterprise Linux
10 2 (1.83%) Windows Server 2003
11 1 (0.92%) Android
11 1 (0.92%) Kali Linux
11 1 (0.92%) Windows 2000 Server
Processes & Methodologies
1 19 (17.43%) Agile Software Development
1 19 (17.43%) DevOps
1 19 (17.43%) Migration
2 18 (16.51%) Problem-Solving
3 14 (12.84%) Analytics
4 10 (9.17%) DevSecOps
5 9 (8.26%) BDD
5 9 (8.26%) Business Intelligence
5 9 (8.26%) Continuous Integration
5 9 (8.26%) ITIL
6 8 (7.34%) Configuration Management
6 8 (7.34%) Identity Management
6 8 (7.34%) Mentoring
7 7 (6.42%) Performance Tuning
7 7 (6.42%) Software Engineering
7 7 (6.42%) Stakeholder Management
8 6 (5.50%) Capacity Planning
8 6 (5.50%) Continuous Improvement
8 6 (5.50%) Disaster Recovery
8 6 (5.50%) Software Architecture
Programming Languages
1 29 (26.61%) SQL
2 27 (24.77%) Java
3 22 (20.18%) Python
4 14 (12.84%) Bash Shell
5 13 (11.93%) Shell Script
6 11 (10.09%) Perl
6 11 (10.09%) PowerShell
7 10 (9.17%) C#
8 9 (8.26%) C++
9 7 (6.42%) Java 8
10 4 (3.67%) C
10 4 (3.67%) VBScript
11 3 (2.75%) AWK
11 3 (2.75%) sed
12 2 (1.83%) Bourne shell
12 2 (1.83%) C-shell
12 2 (1.83%) R
12 2 (1.83%) Ruby
12 2 (1.83%) Scala
13 1 (0.92%) Korn
Qualifications
1 16 (14.68%) SC Cleared
1 16 (14.68%) Security Cleared
2 9 (8.26%) Degree
3 7 (6.42%) Microsoft Certification
4 5 (4.59%) MCSE
5 3 (2.75%) Master's Degree
5 3 (2.75%) MCITP
6 2 (1.83%) Computer Science Degree
7 1 (0.92%) CCNA
7 1 (0.92%) Cisco Certification
Quality Assurance & Compliance
1 1 (0.92%) GDPR
System Software
1 45 (41.28%) Active Directory
2 32 (29.36%) Docker
3 20 (18.35%) HDFS
4 9 (8.26%) VMware ESXi
5 7 (6.42%) VMware Infrastructure
6 4 (3.67%) Apache Flume
6 4 (3.67%) Apache ZooKeeper
6 4 (3.67%) Samba
6 4 (3.67%) Virtual Servers
7 3 (2.75%) Active Directory Lightweight Directory Services
7 3 (2.75%) DFS Replication
7 3 (2.75%) pfSense
8 2 (1.83%) NFS
8 2 (1.83%) Virtual Machines
9 1 (0.92%) OpenAM
9 1 (0.92%) OpenDJ
9 1 (0.92%) OpenIDM
9 1 (0.92%) Oracle RAC
9 1 (0.92%) RACF
9 1 (0.92%) Snort
Systems Management
1 35 (32.11%) Ansible
2 22 (20.18%) Terraform
3 17 (15.60%) Hadoop YARN
4 13 (11.93%) Kubernetes
5 9 (8.26%) Single Sign-On
6 7 (6.42%) CA Single Sign-On
6 7 (6.42%) Nagios
7 6 (5.50%) Ambari
7 6 (5.50%) Puppet
8 5 (4.59%) DatAdvantage
8 5 (4.59%) Opscode Chef
8 5 (4.59%) Prometheus
9 4 (3.67%) Consul
9 4 (3.67%) HP Fortify
9 4 (3.67%) McAfee ePO
9 4 (3.67%) Mesos
9 4 (3.67%) WSUS
10 3 (2.75%) Nessus
10 3 (2.75%) SCCM
10 3 (2.75%) SCOM
Vendors
1 42 (38.53%) Microsoft
2 23 (21.10%) Cloudera
3 13 (11.93%) Hortonworks
3 13 (11.93%) VMware
4 11 (10.09%) Splunk
5 8 (7.34%) Oracle
6 7 (6.42%) CA
6 7 (6.42%) ForgeRock
7 6 (5.50%) EMC
7 6 (5.50%) McAfee
7 6 (5.50%) Red Hat
8 5 (4.59%) BMC
8 5 (4.59%) Cisco
8 5 (4.59%) Hitachi
8 5 (4.59%) HP
8 5 (4.59%) Varonis
9 4 (3.67%) IBM
9 4 (3.67%) Okta
9 4 (3.67%) TIBCO
9 4 (3.67%) Zscaler