Period
to 21 November 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 21 November 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
21 Nov 2019
Same period 2018 Same period 2017
Rank 666 597 577
Rank change year-on-year -69 -20 +72
Contract jobs citing Kerberos 103 276 304
As % of all contract IT jobs advertised in England 0.14% 0.29% 0.32%
As % of the Communications & Networking category 1.01% 2.22% 2.34%
Number of daily rates quoted 62 186 206
England median daily rate £539 £575 £550
Median daily rate % change year-on-year -6.30% +4.55% +37.50%
10th Percentile £425 £411 £308
90th Percentile £649 £682 £700
UK median daily rate £538 £575 £550
% change year-on-year -6.52% +4.55% +44.74%
Number of hourly rates quoted 0 1 8
England median hourly rate - £35.00 £21.95
Median hourly rate % change year-on-year - +59.44% -
UK median hourly rate - £35.00 £21.95
% change year-on-year - +59.44% -

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 10,197 12,458 12,974
As % of all contract IT jobs advertised in England 13.44% 13.09% 13.67%
Number of daily rates quoted 6,190 7,556 7,984
England median daily rate £425 £425 £401
Median daily rate % change year-on-year - +5.99% +0.25%
10th Percentile £190 £200 £188
90th Percentile £600 £613 £588
UK median daily rate £425 £425 £400
% change year-on-year - +6.25% -
Number of hourly rates quoted 534 570 680
England median hourly rate £23.63 £20.00 £18.56
Median hourly rate % change year-on-year +18.13% +7.74% -18.11%
10th Percentile £13.00 £12.30 £11.48
90th Percentile £53.75 £48.30 £46.21
UK median hourly rate £24.38 £20.00 £19.00
% change year-on-year +21.88% +5.26% -19.15%

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 21 November 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 21 November 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 -41 64 £550 -8.33% 9
Midlands +42 12 £448 +32.59% 2
West Midlands +40 12 £448 +32.59% 2
South East +24 11 £475 +6.74% 1
South West -24 9 £475 -6.17% 3
North of England +42 6 £550 +47.65% 2
North West +23 4 £556 +67.29% 2
Yorkshire +37 2 £450 +9.09%
Kerberos
UK

For the 6 months to 21 November 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 50 (48.54%) Active Directory
2 43 (41.75%) Windows
3 41 (39.81%) Microsoft
4 38 (36.89%) AWS
5 37 (35.92%) DNS
6 36 (34.95%) Azure
7 29 (28.16%) SAML
8 28 (27.18%) Big Data
8 28 (27.18%) Git (software)
9 27 (26.21%) Security Cleared
9 27 (26.21%) SQL
9 27 (26.21%) Ansible
10 26 (25.24%) Jenkins
11 25 (24.27%) Apache Spark
11 25 (24.27%) SC Cleared
12 24 (23.30%) Linux
12 24 (23.30%) Migration
13 22 (21.36%) VMware
13 22 (21.36%) Apache Hive
13 22 (21.36%) Windows Server
14 21 (20.39%) Docker
14 21 (20.39%) Identity Management
14 21 (20.39%) SSL
15 19 (18.45%) Java
15 19 (18.45%) Cloudera
16 18 (17.48%) DevOps
17 17 (16.50%) Test Automation
17 17 (16.50%) Incident Management
18 16 (15.53%) Security Testing
18 16 (15.53%) Hadoop

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 25 (24.27%) Apache Spark
2 16 (15.53%) Apache
3 13 (12.62%) Confluence
4 4 (3.88%) OpenStack
5 3 (2.91%) IIS
6 2 (1.94%) Apache Pig
6 2 (1.94%) WebSphere
6 2 (1.94%) WebSphere Application Server
7 1 (0.97%) Apache Solr
7 1 (0.97%) Elasticsearch
Applications
1 4 (3.88%) Microsoft Office
2 3 (2.91%) Microsoft Excel
3 1 (0.97%) Microsoft Project
3 1 (0.97%) MS Visio
Cloud Services
1 38 (36.89%) AWS
2 36 (34.95%) Azure
3 13 (12.62%) Azure Active Directory
4 10 (9.71%) Office 365
5 5 (4.85%) OpenShift
6 4 (3.88%) SaaS
7 3 (2.91%) PaaS
8 2 (1.94%) Amazon EMR
9 1 (0.97%) Amazon S3
9 1 (0.97%) Power Platform
Communications & Networking
1 37 (35.92%) DNS
2 21 (20.39%) SSL
3 14 (13.59%) DHCP
4 10 (9.71%) Firewall
5 9 (8.74%) SAN
6 8 (7.77%) HTTP
6 8 (7.77%) HTTPS
7 7 (6.80%) VPN
8 6 (5.83%) IPsec
9 5 (4.85%) Internet
10 4 (3.88%) Intrusion Detection
10 4 (3.88%) Multicast
10 4 (3.88%) Wi-Fi
11 3 (2.91%) VLAN
11 3 (2.91%) Wireshark
12 2 (1.94%) FTP
12 2 (1.94%) Network Security
13 1 (0.97%) Cisco ASA
13 1 (0.97%) MPLS
13 1 (0.97%) WAN
Database & Business Intelligence
1 28 (27.18%) Big Data
2 22 (21.36%) Apache Hive
3 16 (15.53%) Hadoop
4 13 (12.62%) Impala
5 11 (10.68%) Pentaho
6 10 (9.71%) HBase
7 8 (7.77%) SQL Server
8 6 (5.83%) Sqoop
9 5 (4.85%) PostgreSQL
10 4 (3.88%) Amazon Aurora
10 4 (3.88%) Apache Ignite
10 4 (3.88%) Cloudera CDH
10 4 (3.88%) InfluxDB
10 4 (3.88%) MySQL
10 4 (3.88%) OpenTSDB
10 4 (3.88%) SQL Server 2016
11 3 (2.91%) Apache Cassandra
11 3 (2.91%) NoSQL
11 3 (2.91%) SQL Server 2017
12 2 (1.94%) MongoDB
Development Applications
1 28 (27.18%) Git (software)
2 26 (25.24%) Jenkins
3 14 (13.59%) JIRA
4 11 (10.68%) Artifactory
5 9 (8.74%) Maven
6 8 (7.77%) Eclipse
7 4 (3.88%) Gradle
7 4 (3.88%) IntelliJ
7 4 (3.88%) JUnit
7 4 (3.88%) Mercurial
7 4 (3.88%) Mockito
7 4 (3.88%) Subversion
7 4 (3.88%) Team Foundation Server
8 3 (2.91%) Cucumber
9 1 (0.97%) Bitbucket Server
9 1 (0.97%) FishEye
9 1 (0.97%) GitLab
General
1 12 (11.65%) Finance
2 9 (8.74%) Banking
3 5 (4.85%) Retail
4 4 (3.88%) Front Office
4 4 (3.88%) Public Sector
5 2 (1.94%) Military
6 1 (0.97%) Games
6 1 (0.97%) Investment Banking
6 1 (0.97%) Law
6 1 (0.97%) Legal
6 1 (0.97%) Police
6 1 (0.97%) Telecoms
Job Titles
1 21 (20.39%) Architect
2 14 (13.59%) Administrator
2 14 (13.59%) Data Engineer
3 13 (12.62%) Developer
4 11 (10.68%) Active Directory Specialist
4 11 (10.68%) Java Developer
5 10 (9.71%) Big Data Engineer
6 9 (8.74%) Platform Engineer
7 8 (7.77%) Information Architect
7 8 (7.77%) Information Assurance Architect
8 7 (6.80%) Analyst
9 6 (5.83%) Hadoop Administrator
10 5 (4.85%) Security Architect
10 5 (4.85%) Technical Architect
11 4 (3.88%) IT Operations Analyst
11 4 (3.88%) Operations Analyst
11 4 (3.88%) Security Administrator
11 4 (3.88%) Security Analyst
11 4 (3.88%) Security Engineer
11 4 (3.88%) Technical Specialist
Libraries, Frameworks & Software Standards
1 29 (28.16%) SAML
2 14 (13.59%) LDAP
3 13 (12.62%) Web Services
4 12 (11.65%) Spring
5 11 (10.68%) Kafka
6 9 (8.74%) RESTful
7 6 (5.83%) OAuth
7 6 (5.83%) OpenID
7 6 (5.83%) REST
8 5 (4.85%) OAuth2
9 4 (3.88%) Apache CXF
9 4 (3.88%) HTML
9 4 (3.88%) JSON
9 4 (3.88%) PowerMock
9 4 (3.88%) RESTEasy
9 4 (3.88%) Samza
9 4 (3.88%) Spring Boot
10 3 (2.91%) .NET
10 3 (2.91%) ASP.NET
10 3 (2.91%) JPA
Miscellaneous
1 9 (8.74%) Analytical Skills
2 6 (5.83%) Management Information System
2 6 (5.83%) PKI
2 6 (5.83%) Replication
3 4 (3.88%) N-Tier
4 2 (1.94%) Algorithms
4 2 (1.94%) Clustering
4 2 (1.94%) Cyber Kill Chain
4 2 (1.94%) Public Cloud
5 1 (0.97%) Cyber Defence
5 1 (0.97%) Grid Computing
5 1 (0.97%) Linux Command Line
5 1 (0.97%) Security Operations Centre
5 1 (0.97%) Self-Motivation
Operating Systems
1 43 (41.75%) Windows
2 24 (23.30%) Linux
3 22 (21.36%) Windows Server
4 13 (12.62%) Windows Server 2012
5 10 (9.71%) Windows 10
6 8 (7.77%) Unix
7 7 (6.80%) Windows Server 2008
8 5 (4.85%) CentOS
8 5 (4.85%) Ubuntu
9 4 (3.88%) Red Hat Enterprise Linux
10 2 (1.94%) SUSE Linux Enterprise Server
11 1 (0.97%) Windows 2000 Server
11 1 (0.97%) Windows Server 2003
Processes & Methodologies
1 24 (23.30%) Migration
2 21 (20.39%) Identity Management
3 18 (17.48%) DevOps
4 17 (16.50%) Incident Management
4 17 (16.50%) Test Automation
5 16 (15.53%) Agile Software Development
5 16 (15.53%) Open Source
5 16 (15.53%) Penetration Testing
5 16 (15.53%) Security Testing
6 11 (10.68%) Information Assurance
7 10 (9.71%) DevSecOps
8 9 (8.74%) Security Architecture
9 7 (6.80%) BDD
10 6 (5.83%) Capacity Planning
10 6 (5.83%) Continuous Integration
10 6 (5.83%) ITIL
10 6 (5.83%) Performance Tuning
10 6 (5.83%) Security Operations
10 6 (5.83%) Vulnerability Management
11 5 (4.85%) Event Correlation
Programming Languages
1 27 (26.21%) SQL
2 19 (18.45%) Java
3 14 (13.59%) Python
4 11 (10.68%) PowerShell
5 8 (7.77%) Shell Script
6 6 (5.83%) Perl
7 5 (4.85%) Java 8
8 4 (3.88%) Bash Shell
8 4 (3.88%) Groovy
8 4 (3.88%) VBScript
9 3 (2.91%) C
9 3 (2.91%) C#
9 3 (2.91%) C++
9 3 (2.91%) R
10 2 (1.94%) Scala
11 1 (0.97%) JavaScript
11 1 (0.97%) PL/SQL
Qualifications
1 27 (26.21%) Security Cleared
2 25 (24.27%) SC Cleared
3 12 (11.65%) Microsoft Certification
4 8 (7.77%) Degree
4 8 (7.77%) MCSE
5 3 (2.91%) CCNA
5 3 (2.91%) Cisco Certification
5 3 (2.91%) Master's Degree
5 3 (2.91%) MCITP
6 1 (0.97%) BPSS Clearance
Quality Assurance & Compliance
1 2 (1.94%) PCI DSS
2 1 (0.97%) Disclosure Scotland
System Software
1 50 (48.54%) Active Directory
2 21 (20.39%) Docker
3 9 (8.74%) VMware ESXi
4 8 (7.77%) HDFS
5 7 (6.80%) VMware Infrastructure
6 6 (5.83%) Apache Flume
7 5 (4.85%) Virtual Servers
8 4 (3.88%) Apache ZooKeeper
8 4 (3.88%) GridGain
8 4 (3.88%) pfSense
9 1 (0.97%) OpenAM
9 1 (0.97%) OpenDJ
9 1 (0.97%) OpenIDM
9 1 (0.97%) Oracle Clusterware
9 1 (0.97%) Oracle RAC
Systems Management
1 27 (26.21%) Ansible
2 16 (15.53%) Hadoop YARN
3 14 (13.59%) Terraform
4 11 (10.68%) Kubernetes
5 9 (8.74%) DatAdvantage
6 8 (7.77%) Single Sign-On
7 5 (4.85%) Nessus
7 5 (4.85%) WSUS
8 4 (3.88%) AirWatch
8 4 (3.88%) Ambari
8 4 (3.88%) Consul
8 4 (3.88%) Mesos
8 4 (3.88%) Nagios
8 4 (3.88%) Prometheus
8 4 (3.88%) Puppet
9 3 (2.91%) SCCM
10 2 (1.94%) Oozie
10 2 (1.94%) Opscode Chef
10 2 (1.94%) SCOM
11 1 (0.97%) Packer
Vendors
1 41 (39.81%) Microsoft
2 22 (21.36%) VMware
3 19 (18.45%) Cloudera
4 12 (11.65%) EMC
5 10 (9.71%) Cisco
6 9 (8.74%) Hitachi
6 9 (8.74%) Splunk
6 9 (8.74%) Varonis
7 7 (6.80%) Hortonworks
8 6 (5.83%) Meraki
8 6 (5.83%) Zscaler
9 5 (4.85%) Atlassian
9 5 (4.85%) Blue Coat
9 5 (4.85%) Okta
9 5 (4.85%) Oracle
9 5 (4.85%) Qualys
9 5 (4.85%) Workday
10 4 (3.88%) Cognizant
10 4 (3.88%) HP
10 4 (3.88%) NEC