Period
to 27 February 2020

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 27 February 2020 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
27 Feb 2020
Same period 2019 Same period 2018
Rank 563 661 630
Rank change year-on-year +98 -31 -16
Contract jobs citing Kerberos 126 201 239
As % of all contract IT jobs advertised in England 0.21% 0.22% 0.26%
As % of the Communications & Networking category 1.55% 1.72% 1.94%
Number of daily rates quoted 82 129 162
England median daily rate £550 £575 £513
Median daily rate % change year-on-year -4.35% +12.20% +13.89%
10th Percentile £438 £386 £280
90th Percentile £650 £763 £650
UK median daily rate £531 £575 £506
% change year-on-year -7.61% +13.58% +12.50%
Number of hourly rates quoted 0 0 4
England median hourly rate - - £29.00
UK median hourly rate - - £29.00

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 8,126 11,653 12,334
As % of all contract IT jobs advertised in England 13.26% 12.84% 13.21%
Number of daily rates quoted 4,914 7,092 7,689
England median daily rate £413 £425 £413
Median daily rate % change year-on-year -2.76% +3.03% +0.24%
10th Percentile £181 £201 £190
90th Percentile £600 £613 £600
UK median daily rate £413 £425 £408
% change year-on-year -2.94% +4.29% +1.88%
Number of hourly rates quoted 452 512 634
England median hourly rate £21.00 £18.76 £20.08
Median hourly rate % change year-on-year +11.97% -6.60% -6.60%
10th Percentile £13.25 £12.00 £11.25
90th Percentile £51.75 £48.75 £47.50
UK median hourly rate £21.38 £18.70 £20.00
% change year-on-year +14.30% -6.50% -6.98%

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 27 February 2020.

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 27 February 2020. 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 +90 79 £574 -3.37% 3
Midlands +63 20 £460 +31.43%
West Midlands +60 20 £460 +31.43%
South West +25 17 £525 -6.25%
North of England +59 5 £556 +1.14% 3
North West +33 3 £563 -0.66% 1
South East +60 2 £375 -21.05% 8
Yorkshire +58 2 £450 -18.18% 1
East of England +25 1 £580 -10.77%
Kerberos
UK

For the 6 months to 27 February 2020, 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 62 (49.21%) Azure
1 62 (49.21%) AWS
2 60 (47.62%) Active Directory
3 47 (37.30%) SAML
4 39 (30.95%) Big Data
5 38 (30.16%) Migration
5 38 (30.16%) Microsoft
5 38 (30.16%) SSL
5 38 (30.16%) Windows
6 37 (29.37%) Ansible
7 36 (28.57%) Jenkins
8 33 (26.19%) Apache Spark
9 32 (25.40%) Cloudera
9 32 (25.40%) Git (software)
10 31 (24.60%) Apache Hive
10 31 (24.60%) Security Cleared
10 31 (24.60%) Linux
10 31 (24.60%) Java
11 28 (22.22%) SC Cleared
12 27 (21.43%) SQL
12 27 (21.43%) Identity Management
12 27 (21.43%) Docker
13 26 (20.63%) Hadoop YARN
13 26 (20.63%) Agile Software Development
14 25 (19.84%) Terraform
15 24 (19.05%) DevOps
15 24 (19.05%) DNS
15 24 (19.05%) LDAP
15 24 (19.05%) Hadoop
16 23 (18.25%) Open Source

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 33 (26.19%) Apache Spark
2 14 (11.11%) Apache
3 11 (8.73%) SharePoint
4 10 (7.94%) Confluence
4 10 (7.94%) IIS
4 10 (7.94%) SharePoint 2013
5 9 (7.14%) SharePoint 2010
6 5 (3.97%) Elasticsearch
7 3 (2.38%) Apache Pig
8 2 (1.59%) Apache Solr
8 2 (1.59%) Exchange Server 2010
8 2 (1.59%) Exchange Server 2013
8 2 (1.59%) MS Exchange
8 2 (1.59%) WebSphere
8 2 (1.59%) WebSphere Application Server
9 1 (0.79%) SAS
9 1 (0.79%) Tomcat
Applications
1 2 (1.59%) Microsoft Office
2 1 (0.79%) Chatbot
2 1 (0.79%) Microsoft Project
Business Applications
1 1 (0.79%) Oracle EBS
Cloud Services
1 62 (49.21%) AWS
1 62 (49.21%) Azure
2 18 (14.29%) Azure Active Directory
3 13 (10.32%) PaaS
4 12 (9.52%) Office 365
5 10 (7.94%) GCP
5 10 (7.94%) SaaS
6 9 (7.14%) IaaS
7 4 (3.17%) OpenShift
8 2 (1.59%) Mimecast
9 1 (0.79%) Amazon S3
9 1 (0.79%) AWS CloudFormation
9 1 (0.79%) Cloud Computing
9 1 (0.79%) GitHub
9 1 (0.79%) Power Platform
Communications & Networking
1 38 (30.16%) SSL
2 24 (19.05%) DNS
3 18 (14.29%) Firewall
4 12 (9.52%) VPN
5 10 (7.94%) Internet
6 5 (3.97%) DHCP
6 5 (3.97%) HTTP
6 5 (3.97%) Network Security
6 5 (3.97%) SAN
7 4 (3.17%) HTTPS
7 4 (3.17%) X.500
8 2 (1.59%) Cisco Nexus
8 2 (1.59%) DKIM
8 2 (1.59%) DMARC
9 1 (0.79%) 4G
9 1 (0.79%) FTP
9 1 (0.79%) IPsec
9 1 (0.79%) Wi-Fi
9 1 (0.79%) Wireshark
Database & Business Intelligence
1 39 (30.95%) Big Data
2 31 (24.60%) Apache Hive
3 24 (19.05%) Hadoop
4 20 (15.87%) Impala
5 17 (13.49%) Pentaho
6 16 (12.70%) HBase
7 11 (8.73%) Sqoop
8 6 (4.76%) Apache Cassandra
8 6 (4.76%) NoSQL
9 5 (3.97%) Apache Ignite
10 4 (3.17%) Amazon Aurora
10 4 (3.17%) Flink
10 4 (3.17%) JanusGraph
11 3 (2.38%) Cloudera CDH
12 2 (1.59%) Data Warehouse
12 2 (1.59%) MongoDB
12 2 (1.59%) PostgreSQL
12 2 (1.59%) Relational Database
13 1 (0.79%) Data Mining
13 1 (0.79%) SQL Navigator
Development Applications
1 36 (28.57%) Jenkins
2 32 (25.40%) Git (software)
3 21 (16.67%) Artifactory
4 11 (8.73%) JIRA
5 8 (6.35%) Maven
6 5 (3.97%) GitLab
6 5 (3.97%) Team Foundation Server
7 4 (3.17%) Eclipse
7 4 (3.17%) Gradle
7 4 (3.17%) IntelliJ
7 4 (3.17%) JUnit
7 4 (3.17%) Mercurial
7 4 (3.17%) Mockito
8 2 (1.59%) Sonatype Nexus
9 1 (0.79%) Bitbucket Server
9 1 (0.79%) Charles Proxy
9 1 (0.79%) FishEye
9 1 (0.79%) Serena SBM
9 1 (0.79%) Subversion
9 1 (0.79%) TeamCity
General
1 12 (9.52%) Public Sector
2 7 (5.56%) Finance
3 4 (3.17%) Banking
4 3 (2.38%) Retail
5 2 (1.59%) Law
6 1 (0.79%) Automotive
6 1 (0.79%) Games
6 1 (0.79%) German Language
6 1 (0.79%) Legal
6 1 (0.79%) Manufacturing
Job Titles
1 25 (19.84%) Architect
2 19 (15.08%) Big Data Engineer
3 16 (12.70%) Data Engineer
4 15 (11.90%) Consultant
5 14 (11.11%) Platform Engineer
6 13 (10.32%) Administrator
7 12 (9.52%) Developer
8 10 (7.94%) SharePoint Consultant
9 9 (7.14%) DevOps Engineer
9 9 (7.14%) Java Developer
10 8 (6.35%) Hadoop Administrator
10 8 (6.35%) Information Architect
10 8 (6.35%) Information Assurance Architect
11 7 (5.56%) Security Engineer
12 6 (4.76%) Azure Engineer
12 6 (4.76%) Cloud Engineer
12 6 (4.76%) Security Architect
12 6 (4.76%) Senior DevOps
12 6 (4.76%) Senior DevOps Engineer
13 5 (3.97%) Active Directory Engineer
Libraries, Frameworks & Software Standards
1 47 (37.30%) SAML
2 24 (19.05%) LDAP
3 19 (15.08%) OAuth
4 17 (13.49%) OpenID
4 17 (13.49%) Web Services
5 12 (9.52%) Kafka
6 11 (8.73%) REST
7 10 (7.94%) RESTful
8 9 (7.14%) Spring
9 7 (5.56%) Elastic Stack
9 7 (5.56%) HTML
10 6 (4.76%) XML
11 5 (3.97%) .NET
11 5 (3.97%) ASP.NET
11 5 (3.97%) OAuth2
11 5 (3.97%) SOAP
11 5 (3.97%) SPNEGO
12 4 (3.17%) PowerMock
12 4 (3.17%) RESTEasy
12 4 (3.17%) SailPoint
Miscellaneous
1 19 (15.08%) PKI
2 15 (11.90%) Public Cloud
3 8 (6.35%) Management Information System
4 7 (5.56%) Analytical Skills
5 6 (4.76%) Algorithms
6 5 (3.97%) N-Tier
7 4 (3.17%) Cloud Native
7 4 (3.17%) Private Cloud
7 4 (3.17%) Security Operations Centre
8 3 (2.38%) Data Centre
8 3 (2.38%) Replication
9 2 (1.59%) Clustering
9 2 (1.59%) Self-Motivation
10 1 (0.79%) BYOD
10 1 (0.79%) Cyber Kill Chain
10 1 (0.79%) Data Structures
10 1 (0.79%) Enterprise Software
10 1 (0.79%) Linux Command Line
10 1 (0.79%) Mobile App
10 1 (0.79%) Mobile Banking
Operating Systems
1 38 (30.16%) Windows
2 31 (24.60%) Linux
3 13 (10.32%) Windows Server
4 10 (7.94%) Unix
5 9 (7.14%) Windows 10
6 6 (4.76%) Windows Server 2012
7 3 (2.38%) CentOS
7 3 (2.38%) Red Hat Enterprise Linux
7 3 (2.38%) Windows Server 2008
8 1 (0.79%) Android
8 1 (0.79%) Solaris
8 1 (0.79%) SUSE Linux Enterprise Server
8 1 (0.79%) Ubuntu
Processes & Methodologies
1 38 (30.16%) Migration
2 27 (21.43%) Identity Management
3 26 (20.63%) Agile Software Development
4 24 (19.05%) DevOps
5 23 (18.25%) Open Source
6 19 (15.08%) Incident Management
7 16 (12.70%) Penetration Testing
7 16 (12.70%) Security Testing
7 16 (12.70%) Test Automation
8 15 (11.90%) DevSecOps
9 14 (11.11%) Identity Access Management
10 11 (8.73%) Information Assurance
10 11 (8.73%) Security Architecture
10 11 (8.73%) Security Management
11 9 (7.14%) Data Management
11 9 (7.14%) Microservices
11 9 (7.14%) Proactive Monitoring
11 9 (7.14%) Security Patching
11 9 (7.14%) Software Engineering
12 8 (6.35%) Machine Learning
Programming Languages
1 31 (24.60%) Java
2 27 (21.43%) SQL
3 22 (17.46%) PowerShell
4 19 (15.08%) Python
5 11 (8.73%) Bash Shell
6 8 (6.35%) Shell Script
7 7 (5.56%) C#
8 6 (4.76%) Ruby
9 5 (3.97%) C++
9 5 (3.97%) Scala
9 5 (3.97%) VBScript
10 4 (3.17%) C
10 4 (3.17%) Groovy
10 4 (3.17%) Java 8
10 4 (3.17%) Perl
11 2 (1.59%) JavaScript
11 2 (1.59%) PL/SQL
12 1 (0.79%) R
12 1 (0.79%) T-SQL
Qualifications
1 31 (24.60%) Security Cleared
2 28 (22.22%) SC Cleared
3 9 (7.14%) MCSE
3 9 (7.14%) Microsoft Certification
4 6 (4.76%) Degree
5 5 (3.97%) MCITP
6 1 (0.79%) AWS Certification
6 1 (0.79%) BPSS Clearance
6 1 (0.79%) Computer Science Degree
Quality Assurance & Compliance
1 6 (4.76%) SLA
2 5 (3.97%) PCI DSS
3 3 (2.38%) Data Quality
4 1 (0.79%) Disclosure Scotland
4 1 (0.79%) ISO/IEC 27001
4 1 (0.79%) NIST
4 1 (0.79%) QA
System Software
1 60 (47.62%) Active Directory
2 27 (21.43%) Docker
3 13 (10.32%) HDFS
4 10 (7.94%) VMware Infrastructure
5 6 (4.76%) VMware ESXi
6 5 (3.97%) GridGain
7 4 (3.17%) NDS
7 4 (3.17%) NetIQ eDirectory
8 3 (2.38%) Apache Flume
9 2 (1.59%) vSphere
10 1 (0.79%) Apache ZooKeeper
10 1 (0.79%) OpenAM
10 1 (0.79%) OpenDJ
10 1 (0.79%) OpenIDM
10 1 (0.79%) Oracle RAC
Systems Management
1 37 (29.37%) Ansible
2 26 (20.63%) Hadoop YARN
3 25 (19.84%) Terraform
4 20 (15.87%) Single Sign-On
5 14 (11.11%) Kubernetes
6 9 (7.14%) Ambari
6 9 (7.14%) Oozie
7 6 (4.76%) SCCM
7 6 (4.76%) SCOM
8 5 (3.97%) CA Single Sign-On
8 5 (3.97%) DatAdvantage
8 5 (3.97%) Puppet
9 4 (3.17%) AirWatch
9 4 (3.17%) Kibana
9 4 (3.17%) logstash
9 4 (3.17%) NetIQ Identity Manager
10 3 (2.38%) Tivoli
11 2 (1.59%) Control-M
11 2 (1.59%) Opscode Chef
11 2 (1.59%) vCenter Server
Vendors
1 38 (30.16%) Microsoft
2 32 (25.40%) Cloudera
3 18 (14.29%) VMware
4 13 (10.32%) Hortonworks
5 10 (7.94%) Oracle
6 9 (7.14%) Cisco
6 9 (7.14%) F5
7 7 (5.56%) Palo Alto
8 6 (4.76%) CA
8 6 (4.76%) EMC
8 6 (4.76%) Hitachi
9 5 (3.97%) ForgeRock
9 5 (3.97%) Meraki
9 5 (3.97%) Varonis
10 4 (3.17%) Cognizant
10 4 (3.17%) Informatica
10 4 (3.17%) NetIQ
11 3 (2.38%) Splunk
11 3 (2.38%) StreamSets
12 2 (1.59%) Okta