Period
to 12 December 2018

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 12 December 2018 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
12 Dec 2018
Same period 2017 Same period 2016
Rank 599 570 621
Rank change year-on-year -29 +51 +97
Contract jobs citing Kerberos 263 305 236
As % of all contract IT jobs advertised in England 0.27% 0.32% 0.25%
As % of the Communications & Networking category 2.10% 2.35% 1.65%
Number of daily rates quoted 173 220 179
England median daily rate £575 £550 £400
Median daily rate % change year-on-year +4.55% +37.50% -20.00%
10th Percentile £413 £300 £298
90th Percentile £713 £700 £588
UK median daily rate £575 £550 £400
% change year-on-year +4.55% +37.50% -14.53%
Number of hourly rates quoted 1 8 0
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 12,517 12,988 14,331
As % of all contract IT jobs advertised in England 12.99% 13.66% 14.92%
Number of daily rates quoted 7,615 8,075 8,791
England median daily rate £425 £403 £400
Median daily rate % change year-on-year +5.59% +0.63% -
10th Percentile £200 £185 £219
90th Percentile £613 £588 £575
UK median daily rate £425 £400 £400
% change year-on-year +6.25% - +2.56%
Number of hourly rates quoted 573 650 732
England median hourly rate £20.00 £18.70 £22.50
Median hourly rate % change year-on-year +6.95% -16.89% +7.48%
10th Percentile £12.25 £11.25 £11.72
90th Percentile £47.76 £44.29 £47.50
UK median hourly rate £20.00 £19.00 £22.50
% change year-on-year +5.26% -15.56% +7.31%

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 12 December 2018.

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 12 December 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -17 181 £600 +4.35% 4
South West -6 29 £500 -13.04%
South East -28 28 £445 +11.25% 3
Midlands -23 18 £350 +25.00% 2
West Midlands -10 13 £350 +74.56% 2
East Midlands -9 5 £335 +19.64%
North of England -39 4 £600 +24.35% 2
East of England -8 2 - -
North West -23 2 £566 -3.62%
North East -6 1 £600 +22.45% 2
Yorkshire -25 1 - -
Kerberos
UK

For the 6 months to 12 December 2018, 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.

1 121 (46.01%) LDAP
2 112 (42.59%) Linux
3 100 (38.02%) SAML
4 95 (36.12%) Java
5 88 (33.46%) Active Directory
6 84 (31.94%) Hadoop
7 79 (30.04%) Agile Software Development
8 75 (28.52%) Windows
9 73 (27.76%) Ansible
10 65 (24.71%) Microsoft
10 65 (24.71%) Single Sign-On
11 63 (23.95%) SSL
12 61 (23.19%) Unix
13 59 (22.43%) Kafka
14 54 (20.53%) DevOps
14 54 (20.53%) Apache Spark
15 53 (20.15%) Big Data
15 53 (20.15%) Finance
16 50 (19.01%) PKI
17 49 (18.63%) HBase
18 47 (17.87%) Problem-Solving
19 46 (17.49%) CA Single Sign-On
19 46 (17.49%) SQL
20 43 (16.35%) SQL Server
21 42 (15.97%) Python
22 40 (15.21%) Apache
23 39 (14.83%) .NET
23 39 (14.83%) Red Hat
23 39 (14.83%) HDFS
24 38 (14.45%) Security Cleared

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 54 (20.53%) Apache Spark
2 40 (15.21%) Apache
3 32 (12.17%) IIS
4 29 (11.03%) SharePoint
5 27 (10.27%) Apache Solr
6 24 (9.13%) SharePoint 2013
7 23 (8.75%) Tomcat
8 22 (8.37%) Confluence
9 18 (6.84%) nginx
10 15 (5.70%) Apache Qpid
10 15 (5.70%) Drupal
11 9 (3.42%) Elasticsearch
12 8 (3.04%) K2 blackpearl
13 7 (2.66%) Apache Pig
14 5 (1.90%) SAS
15 3 (1.14%) Exchange Server 2013
15 3 (1.14%) JBoss
15 3 (1.14%) MS Exchange
16 2 (0.76%) Exchange Server 2007
16 2 (0.76%) Jupyter
Applications
1 22 (8.37%) Microsoft Excel
2 21 (7.98%) Microsoft Project
3 11 (4.18%) Microsoft PowerPoint
4 10 (3.80%) MS Visio
5 6 (2.28%) Microsoft Office
6 1 (0.38%) Spreadsheet
Business Applications
1 7 (2.66%) IBM Operational Decision Manager
Cloud Services
1 28 (10.65%) Amazon AWS
2 26 (9.89%) Microsoft Azure
3 17 (6.46%) Apigee
4 10 (3.80%) IaaS
5 9 (3.42%) Cloud Computing
6 8 (3.04%) GitHub
6 8 (3.04%) Office 365
7 5 (1.90%) Azure Active Directory
7 5 (1.90%) Google Cloud Platform
7 5 (1.90%) PaaS
8 4 (1.52%) G Suite
9 3 (1.14%) Amazon S3
10 2 (0.76%) Dropbox
10 2 (0.76%) OneDrive
10 2 (0.76%) SaaS
Communications & Networking
1 63 (23.95%) SSL
2 36 (13.69%) Firewall
3 33 (12.55%) HTTP
4 24 (9.13%) DNS
5 19 (7.22%) TCP/IP
6 16 (6.08%) Network Security
7 15 (5.70%) OpenLDAP
8 12 (4.56%) HTTPS
8 12 (4.56%) VPN
9 10 (3.80%) DMZ
10 9 (3.42%) Internet
11 8 (3.04%) DHCP
12 7 (2.66%) X.500
13 6 (2.28%) SCCP
13 6 (2.28%) Wireshark
14 5 (1.90%) LAN
14 5 (1.90%) WAN
15 4 (1.52%) SAN
16 2 (0.76%) IMAP
16 2 (0.76%) Reverse Proxy
Database & Business Intelligence
1 84 (31.94%) Hadoop
2 53 (20.15%) Big Data
3 49 (18.63%) HBase
4 43 (16.35%) SQL Server
5 32 (12.17%) Apache Hive
6 28 (10.65%) PostgreSQL
7 26 (9.89%) Apache Cassandra
8 17 (6.46%) Sqoop
9 12 (4.56%) NoSQL
10 11 (4.18%) MongoDB
11 9 (3.42%) MySQL
11 9 (3.42%) Relational Database
12 7 (2.66%) Data Warehouse
13 5 (1.90%) Data Lake
13 5 (1.90%) Mahout
13 5 (1.90%) Pentaho
13 5 (1.90%) QlikView
14 4 (1.52%) Data Mining
14 4 (1.52%) Oracle Database
14 4 (1.52%) Power BI
Development Applications
1 35 (13.31%) JIRA
2 32 (12.17%) Git (software)
3 25 (9.51%) Artifactory
4 21 (7.98%) Jenkins
5 16 (6.08%) Bitbucket
5 16 (6.08%) IntelliJ
6 15 (5.70%) Cucumber
6 15 (5.70%) Maven
7 7 (2.66%) Team Foundation Server
8 6 (2.28%) Fiddler
8 6 (2.28%) Visual Studio
9 5 (1.90%) GitLab
10 3 (1.14%) AutoIt
10 3 (1.14%) FishEye
11 2 (0.76%) Gradle
11 2 (0.76%) JUnit
11 2 (0.76%) Mocha
11 2 (0.76%) Sonatype Nexus
11 2 (0.76%) Spock
11 2 (0.76%) webpack
General
1 53 (20.15%) Finance
2 21 (7.98%) Banking
3 8 (3.04%) Investment Banking
4 5 (1.90%) Legal
5 3 (1.14%) Games
6 2 (0.76%) Electronics
6 2 (0.76%) Manufacturing
6 2 (0.76%) Marketing
6 2 (0.76%) Retail
6 2 (0.76%) Telecoms
7 1 (0.38%) Advertising
7 1 (0.38%) Financial Institution
Job Titles
1 76 (28.90%) Developer
2 57 (21.67%) Architect
3 42 (15.97%) Java Developer
4 30 (11.41%) Security Architect
5 21 (7.98%) Administrator
5 21 (7.98%) DevOps Engineer
6 18 (6.84%) Senior Developer
7 17 (6.46%) Big Data Engineer
7 17 (6.46%) Data Engineer
8 15 (5.70%) Senior Java Developer
9 14 (5.32%) Active Directory Engineer
9 14 (5.32%) Consultant
10 13 (4.94%) Applications Architect
11 12 (4.56%) Linux Engineer
12 11 (4.18%) SharePoint Engineer
12 11 (4.18%) Support Engineer
13 10 (3.80%) Big Data Developer
13 10 (3.80%) Lead Architect
13 10 (3.80%) Lead Security Architect
14 8 (3.04%) IT Security Architect
Libraries, Frameworks & Software Standards
1 121 (46.01%) LDAP
2 100 (38.02%) SAML
3 59 (22.43%) Kafka
4 39 (14.83%) .NET
5 36 (13.69%) OAuth
6 31 (11.79%) REST
7 29 (11.03%) Spring
8 25 (9.51%) WCF
9 20 (7.60%) SPNEGO
10 19 (7.22%) Spring Boot
11 18 (6.84%) OAuth2
12 14 (5.32%) HTML
12 14 (5.32%) Web Services
13 13 (4.94%) COM+
13 13 (4.94%) DCOM
13 13 (4.94%) Rendezvous
13 13 (4.94%) XML
14 12 (4.56%) Drools
14 12 (4.56%) React
14 12 (4.56%) SailPoint
Miscellaneous
1 50 (19.01%) PKI
2 23 (8.75%) Data Centre
3 16 (6.08%) Algorithms
4 13 (4.94%) Analytical Skills
5 10 (3.80%) Management Information System
6 8 (3.04%) Replication
7 7 (2.66%) Clustering
7 7 (2.66%) DataPower
8 6 (2.28%) Data Structures
8 6 (2.28%) Fixed Income
9 5 (1.90%) Smartcard
10 3 (1.14%) Fintech
11 2 (0.76%) Greenfield Project
11 2 (0.76%) Mobile App
11 2 (0.76%) Reference Data
12 1 (0.38%) Equities
12 1 (0.38%) HP StoreVirtual
12 1 (0.38%) Robotics
12 1 (0.38%) Virtual Team
12 1 (0.38%) Wiki
Operating Systems
1 112 (42.59%) Linux
2 75 (28.52%) Windows
3 61 (23.19%) Unix
4 38 (14.45%) Windows Server
5 19 (7.22%) CentOS
6 18 (6.84%) Red Hat Enterprise Linux
7 17 (6.46%) Windows Server 2012
8 9 (3.42%) Windows Server 2008
9 7 (2.66%) AIX
9 7 (2.66%) Ubuntu
10 6 (2.28%) Apple iOS
11 5 (1.90%) Windows Server 2003
12 4 (1.52%) Android
12 4 (1.52%) Mac OS
12 4 (1.52%) Windows 10
13 1 (0.38%) Solaris
13 1 (0.38%) Windows 7
13 1 (0.38%) Windows 8
Processes & Methodologies
1 79 (30.04%) Agile Software Development
2 54 (20.53%) DevOps
3 47 (17.87%) Problem-Solving
4 38 (14.45%) Identity Management
5 30 (11.41%) SOA
6 27 (10.27%) Business Intelligence
6 27 (10.27%) Continuous Integration
7 25 (9.51%) Migration
7 25 (9.51%) Software Delivery
8 24 (9.13%) ITIL
8 24 (9.13%) Scrum
9 22 (8.37%) Identity Access Management
10 20 (7.60%) API Development
10 20 (7.60%) Source Code Analysis
10 20 (7.60%) TDD
11 19 (7.22%) BDD
11 19 (7.22%) Mentoring
11 19 (7.22%) Project Management
11 19 (7.22%) Quality Management
12 18 (6.84%) Service Desk Management
Programming Languages
1 95 (36.12%) Java
2 46 (17.49%) SQL
3 42 (15.97%) Python
4 33 (12.55%) C#
5 27 (10.27%) C++
5 27 (10.27%) PowerShell
6 23 (8.75%) Java 8
7 21 (7.98%) Perl
8 13 (4.94%) JavaScript
9 9 (3.42%) Scala
9 9 (3.42%) Shell Script
10 7 (2.66%) Bash Shell
11 6 (2.28%) C
12 4 (1.52%) R
13 3 (1.14%) Ruby
13 3 (1.14%) TypeScript
14 2 (0.76%) Cypher
14 2 (0.76%) ES6
14 2 (0.76%) Gremlin
14 2 (0.76%) Groovy
Qualifications
1 38 (14.45%) Security Cleared
2 30 (11.41%) SC Cleared
3 18 (6.84%) Microsoft Certification
4 10 (3.80%) MCSE
5 8 (3.04%) Degree
6 5 (1.90%) Computer Science Degree
7 4 (1.52%) DV Cleared
8 2 (0.76%) CISSP
9 1 (0.38%) BC Cleared
9 1 (0.38%) CCA
9 1 (0.38%) CCNA
9 1 (0.38%) CISA
9 1 (0.38%) Cisco Certification
9 1 (0.38%) CISM
9 1 (0.38%) RHCA
9 1 (0.38%) RHCE
9 1 (0.38%) RHCSA
Quality Assurance & Compliance
1 11 (4.18%) SLA
2 8 (3.04%) Data Quality
3 6 (2.28%) QA
4 5 (1.90%) GDPR
4 5 (1.90%) ISO/IEC 27001
5 1 (0.38%) PMO
System Software
1 88 (33.46%) Active Directory
2 39 (14.83%) HDFS
3 32 (12.17%) Docker
4 28 (10.65%) Apache ZooKeeper
5 7 (2.66%) Active Directory Lightweight Directory Services
6 6 (2.28%) Oracle RAC
7 5 (1.90%) Apache Flume
8 2 (0.76%) Hyper-V
8 2 (0.76%) Squid
9 1 (0.38%) Cronacle
9 1 (0.38%) Terminal Services
9 1 (0.38%) VMware ESXi
9 1 (0.38%) VMware Infrastructure
Systems Management
1 73 (27.76%) Ansible
2 65 (24.71%) Single Sign-On
3 46 (17.49%) CA Single Sign-On
4 24 (9.13%) Hadoop YARN
5 23 (8.75%) Kubernetes
6 20 (7.60%) HP Fortify
6 20 (7.60%) Oozie
7 18 (6.84%) Terraform
8 16 (6.08%) Ambari
9 13 (4.94%) McAfee ePO
10 10 (3.80%) ITRS Geneos
10 10 (3.80%) Puppet
11 7 (2.66%) Tivoli
12 6 (2.28%) AirWatch
13 5 (1.90%) Control-M
14 4 (1.52%) Nagios
15 3 (1.14%) Grafana
16 2 (0.76%) CASB
16 2 (0.76%) Opscode Chef
16 2 (0.76%) Red Hat Spacewalk
Vendors
1 65 (24.71%) Microsoft
2 39 (14.83%) Red Hat
3 34 (12.93%) BMC
4 31 (11.79%) CA
5 30 (11.41%) Hortonworks
6 21 (7.98%) Oracle
7 19 (7.22%) ServiceNow
8 18 (6.84%) Axway
8 18 (6.84%) McAfee
9 15 (5.70%) Google
10 13 (4.94%) Tableau
10 13 (4.94%) TIBCO
11 12 (4.56%) Cisco
12 11 (4.18%) ForgeRock
13 8 (3.04%) Dynatrace
14 7 (2.66%) Centrify
14 7 (2.66%) Cloudera
14 7 (2.66%) IBM
14 7 (2.66%) VMware
15 6 (2.28%) Trend Micro