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 3 months to 25 March 2017 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.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Kerberos
UK / England
Rank 500 561 570
Rank change year-on-year +61 +9  
Contract jobs citing Kerberos 85 54 27
As % of all contract IT jobs advertised in England 0.20% 0.11% 0.056%
As % of the Communications & Networking category 1.39% 0.75% 0.38%
Number of daily rates quoted 58 33 17
Median daily rate £506 £375 £400
Median daily rate % change year-on-year +35.00% -6.25%  
90% offered a daily rate of more than £379 £288 £300
10% offered a daily rate of more than £700 £620 £505
UK excluding London median daily rate £450 £348 £451
% change year-on-year +29.49% -22.90%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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

Contract Communications & Computer Network Skills
England
Contract job vacancies with a requirement for communications and computer networking skills 6130 7247 7191
As % of all contract IT job vacancies advertised in England 14.67% 14.78% 14.97%
Number of daily rates quoted 3787 4381 3969
Median daily rate £405 £385 £370
Median daily rate % change year-on-year +5.19% +4.05%  
90% offered a daily rate of more than £250 £238 £213
10% offered a daily rate of more than £550 £550 £500
UK excluding London median daily rate £375 £363 £347
% change year-on-year +3.44% +4.32%  
Number of hourly rates quoted 321 309 400
Median hourly rate £22.50 £27.66 £26.00
Median hourly rate % change year-on-year -18.65% +6.38%  
90% offered a hourly rate of more than £13.00 £13.00 £13.00
10% offered a hourly rate of more than £50.00 £50.00 £47.50
UK excluding London median hourly rate £22.50 £37.00 £29.17
% change year-on-year -39.18% +26.84%  

Kerberos
Job Vacancy Trend in England

The job posting trend of jobs advertised in England citing Kerberos as a proportion of all contract or permanent IT jobs with a match in the Communications & Networking category.

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 3 months to 25 March 2017.

Contractor daily rate histogram for Kerberos in England

Kerberos
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor 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 3 months to 25 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +61 48 £600 +25.78% 7
South West +10 12 £432 +15.13% 1
South East +11 10 £531 +60.98% 4
East Midlands -2 6 £330 -45.00%
North West - 4 £443 - 1
Yorkshire - 3 £475 - 1
Kerberos
UK

Kerberos
Top 30 Related IT Skills in England

For the 6 months to 25 March 2017, IT contractor jobs citing Kerberos also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the England region with a requirement for Kerberos.

1 117 (54.93%) Linux
2 108 (50.70%) LDAP
3 83 (38.97%) Active Directory
4 74 (34.74%) Java
5 71 (33.33%) Python
6 66 (30.99%) Hadoop
7 63 (29.58%) Red Hat
8 58 (27.23%) Big Data
9 57 (26.76%) Unix
9 57 (26.76%) Agile Software Development
10 55 (25.82%) Microsoft
11 54 (25.35%) DevOps
12 49 (23.00%) Red Hat Enterprise Linux
12 49 (23.00%) Windows
13 48 (22.54%) SQL
13 48 (22.54%) Security Cleared
14 47 (22.07%) Apache Spark
15 46 (21.60%) DNS
16 45 (21.13%) Oracle
16 45 (21.13%) Apache Hive
17 44 (20.66%) Puppet
17 44 (20.66%) Perl
18 43 (20.19%) Finance
19 42 (19.72%) SAML
20 41 (19.25%) SC Cleared
21 40 (18.78%) Business Intelligence
22 39 (18.31%) PKI
22 39 (18.31%) HDFS
23 38 (17.84%) Opscode Chef
24 37 (17.37%) Continuous Integration

Kerberos
Top Related 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 47 (22.07%) Apache Spark
2 28 (13.15%) Apache
2 28 (13.15%) IIS
3 21 (9.86%) Apache Pig
4 19 (8.92%) Tomcat
5 14 (6.57%) WebLogic
6 13 (6.10%) nginx
7 12 (5.63%) WebSphere
8 10 (4.69%) Confluence
8 10 (4.69%) GlassFish
8 10 (4.69%) JBoss
9 8 (3.76%) Elasticsearch
9 8 (3.76%) SharePoint
10 7 (3.29%) OpenStack
11 6 (2.82%) Skype for Business
12 5 (2.35%) Apache Solr
12 5 (2.35%) MS Exchange
13 4 (1.88%) GeoServer
13 4 (1.88%) Jupyter
14 3 (1.41%) Oracle 10gAS
Applications
1 10 (4.69%) MS Office
2 7 (3.29%) MS Excel
3 2 (0.94%) Spreadsheet
4 1 (0.47%) MS PowerPoint
Business Applications
1 5 (2.35%) Oracle 11i
1 5 (2.35%) Oracle EBS
2 4 (1.88%) SAP Oil and Gas
3 3 (1.41%) Sentinel
4 2 (0.94%) SAP S/4HANA
Cloud Services
1 36 (16.90%) Amazon AWS
2 34 (15.96%) Microsoft Azure
3 14 (6.57%) GitHub
4 13 (6.10%) PaaS
5 11 (5.16%) Azure Active Directory
6 10 (4.69%) Office 365
7 9 (4.23%) Cloud Computing
8 8 (3.76%) Amazon S3
8 8 (3.76%) OneDrive
9 7 (3.29%) Amazon EC2
10 6 (2.82%) Amazon CloudWatch
10 6 (2.82%) AWS CloudFormation
10 6 (2.82%) IaaS
10 6 (2.82%) Yammer
11 5 (2.35%) Amazon SQS
12 2 (0.94%) IBM Cloud
12 2 (0.94%) Virtual Private Cloud
13 1 (0.47%) Amazon Glacier
13 1 (0.47%) Route 53
13 1 (0.47%) SaaS
Communications & Networking
1 108 (50.70%) LDAP
2 46 (21.60%) DNS
3 20 (9.39%) SSL
4 17 (7.98%) DHCP
5 15 (7.04%) X.500
6 10 (4.69%) Firewall
7 8 (3.76%) HTTP
7 8 (3.76%) Network Security
7 8 (3.76%) Skype
8 6 (2.82%) LAN
8 6 (2.82%) PBX
8 6 (2.82%) SAN
8 6 (2.82%) TCP/IP
8 6 (2.82%) Unified Communications
8 6 (2.82%) VoIP
8 6 (2.82%) WAN
9 5 (2.35%) SCCP
10 3 (1.41%) Internet
10 3 (1.41%) SSH
11 2 (0.94%) IPsec
Database & Business Intelligence
1 66 (30.99%) Hadoop
2 58 (27.23%) Big Data
3 45 (21.13%) Apache Hive
4 31 (14.55%) HBase
5 22 (10.33%) Oracle Database
5 22 (10.33%) SQL Server
6 18 (8.45%) MySQL
7 12 (5.63%) Data Warehouse
7 12 (5.63%) Impala
8 11 (5.16%) Sqoop
9 9 (4.23%) Oracle Database 11g
9 9 (4.23%) Oracle OWB
9 9 (4.23%) Oracle Reports
10 8 (3.76%) NoSQL
10 8 (3.76%) Relational Database
11 7 (3.29%) Apache Cassandra
12 6 (2.82%) Amazon RDS
12 6 (2.82%) PostgreSQL
13 5 (2.35%) Cloudera CDH
13 5 (2.35%) MongoDB
Development Applications
1 29 (13.62%) Git (software)
2 27 (12.68%) Jenkins
3 21 (9.86%) JIRA
4 14 (6.57%) Maven
5 13 (6.10%) Subversion
6 10 (4.69%) Ant
7 9 (4.23%) Oracle APEX
8 8 (3.76%) Atlassian Bamboo
9 6 (2.82%) Vagrant
10 5 (2.35%) Octopus Deploy
10 5 (2.35%) Oracle Forms
10 5 (2.35%) TeamCity
10 5 (2.35%) Toad
11 4 (1.88%) Selenium
12 3 (1.41%) FishEye
13 2 (0.94%) Balsamiq Mockups
13 2 (0.94%) DbUnit
13 2 (0.94%) Hudson
13 2 (0.94%) SpecFlow
13 2 (0.94%) Team Foundation Server
General
1 43 (20.19%) Finance
2 19 (8.92%) Banking
2 19 (8.92%) Marketing
3 7 (3.29%) Investment Banking
4 4 (1.88%) Electronics
4 4 (1.88%) Manufacturing
4 4 (1.88%) Telecoms
5 3 (1.41%) Financial Institution
5 3 (1.41%) Games
6 1 (0.47%) Advertising
6 1 (0.47%) Legal
Job Titles
1 40 (18.78%) Administrator
2 37 (17.37%) Architect
3 26 (12.21%) DevOps Engineer
4 23 (10.80%) Consultant
5 19 (8.92%) Developer
5 19 (8.92%) Security Architect
6 18 (8.45%) Active Directory Engineer
6 18 (8.45%) Hadoop Administrator
7 17 (7.98%) Cybersecurity Architect
8 15 (7.04%) Hadoop Engineer
9 14 (6.57%) Big Data Engineer
9 14 (6.57%) Systems Administrator
10 10 (4.69%) Analyst
11 9 (4.23%) Data Administrator
11 9 (4.23%) Java Developer
11 9 (4.23%) Unix Administrator
11 9 (4.23%) Unix Systems Administrator
12 8 (3.76%) Applications Support
12 8 (3.76%) Data Engineer
13 7 (3.29%) Cloud Architect
Libraries, Frameworks & Software Standards
1 42 (19.72%) SAML
2 19 (8.92%) Kafka
3 18 (8.45%) .NET
3 18 (8.45%) Middleware
4 14 (6.57%) HTML
5 12 (5.63%) Web Services
6 11 (5.16%) REST
7 9 (4.23%) jQuery
7 9 (4.23%) Oracle Fusion
8 8 (3.76%) Ajax
9 7 (3.29%) ASP.NET
9 7 (3.29%) JAAS
9 7 (3.29%) JSON
10 6 (2.82%) HTML5
10 6 (2.82%) Java SE
10 6 (2.82%) OAuth2
10 6 (2.82%) XML
11 5 (2.35%) Elastic Stack
11 5 (2.35%) RESTful
11 5 (2.35%) SOAP
Miscellaneous
1 39 (18.31%) PKI
2 15 (7.04%) Clustering
2 15 (7.04%) Credit Risk
2 15 (7.04%) Data Centre
2 15 (7.04%) Replication
3 14 (6.57%) Algorithms
4 8 (3.76%) Analytical Skills
4 8 (3.76%) Computer Science
5 6 (2.82%) Management Information System
6 5 (2.35%) Linux Command Line
6 5 (2.35%) RSA SecurID
7 3 (1.41%) CESG
7 3 (1.41%) Enterprise Software
7 3 (1.41%) Grid Computing
7 3 (1.41%) Private Cloud
8 2 (0.94%) Blackberry
8 2 (0.94%) Life Science
9 1 (0.47%) Fintech
9 1 (0.47%) Hybrid Cloud
9 1 (0.47%) Smart Meter
Operating Systems
1 117 (54.93%) Linux
2 57 (26.76%) Unix
3 49 (23.00%) Red Hat Enterprise Linux
3 49 (23.00%) Windows
4 12 (5.63%) CentOS
5 10 (4.69%) AIX
5 10 (4.69%) Windows Server 2012
6 9 (4.23%) Solaris
6 9 (4.23%) Windows Server
6 9 (4.23%) Windows Server 2008
7 8 (3.76%) Ubuntu
8 5 (2.35%) Oracle Linux
8 5 (2.35%) Windows Server 2003
9 4 (1.88%) Fedora
10 2 (0.94%) Android
10 2 (0.94%) Windows Phone
11 1 (0.47%) Debian
11 1 (0.47%) Mac OS X
Processes & Methodologies
1 57 (26.76%) Agile Software Development
2 54 (25.35%) DevOps
3 40 (18.78%) Business Intelligence
4 37 (17.37%) Continuous Integration
5 33 (15.49%) Open Source
6 26 (12.21%) Identity Management
6 26 (12.21%) ITIL
7 24 (11.27%) Cybersecurity
8 21 (9.86%) MapReduce
9 20 (9.39%) Configuration Management
9 20 (9.39%) Performance Tuning
9 20 (9.39%) Security Architecture
10 19 (8.92%) Analytics
10 19 (8.92%) Security Testing
11 16 (7.51%) Continuous Delivery
11 16 (7.51%) Machine Learning
11 16 (7.51%) Migration
12 15 (7.04%) Web Analytics
13 13 (6.10%) Data Engineering
13 13 (6.10%) Statistical Analysis
Programming Languages
1 74 (34.74%) Java
2 71 (33.33%) Python
3 48 (22.54%) SQL
4 44 (20.66%) Perl
5 35 (16.43%) Bash Shell
6 32 (15.02%) JavaScript
6 32 (15.02%) PowerShell
7 27 (12.68%) Scala
8 19 (8.92%) C++
9 17 (7.98%) R
10 14 (6.57%) Ruby
10 14 (6.57%) VBScript
11 13 (6.10%) Shell Script
12 10 (4.69%) C
12 10 (4.69%) C#
13 8 (3.76%) Go
14 7 (3.29%) Korn
15 5 (2.35%) PL/SQL
15 5 (2.35%) VB
15 5 (2.35%) VB.NET
Qualifications
1 48 (22.54%) Security Cleared
2 41 (19.25%) SC Cleared
3 18 (8.45%) Microsoft Certification
4 15 (7.04%) CESG Certified Professional
5 13 (6.10%) Degree
6 12 (5.63%) MCP
6 12 (5.63%) MCTS
7 6 (2.82%) AWS Certification
7 6 (2.82%) MCITP
8 5 (2.35%) CISSP
9 4 (1.88%) CISM
10 3 (1.41%) CISA
11 2 (0.94%) Cisco Certification
11 2 (0.94%) MCSE
11 2 (0.94%) RHCE
12 1 (0.47%) CCNA
12 1 (0.47%) CCNP
12 1 (0.47%) PMI Certification
12 1 (0.47%) PMP
12 1 (0.47%) RHCT
Quality Assurance & Compliance
1 15 (7.04%) QA
2 3 (1.41%) JSP 440
3 2 (0.94%) Government Security Classifications
3 2 (0.94%) SLA
4 1 (0.47%) Data Quality
4 1 (0.47%) ISO/IEC 27001
4 1 (0.47%) PCI DSS
System Software
1 83 (38.97%) Active Directory
2 39 (18.31%) HDFS
3 16 (7.51%) VMware Infrastructure
4 15 (7.04%) Docker
5 12 (5.63%) Oracle RAC
6 9 (4.23%) Apache Flume
6 9 (4.23%) Apache ZooKeeper
6 9 (4.23%) vCloud
7 8 (3.76%) NFS
8 5 (2.35%) Veritas Cluster Server
8 5 (2.35%) Veritas Volume Manager
9 2 (0.94%) KVM
9 2 (0.94%) vSphere
10 1 (0.47%) DFS Replication
10 1 (0.47%) iptables
10 1 (0.47%) VMware ESXi
Systems Management
1 44 (20.66%) Puppet
2 38 (17.84%) Opscode Chef
3 33 (15.49%) Ansible
4 25 (11.74%) Hadoop YARN
5 17 (7.98%) Kubernetes
6 16 (7.51%) Nagios
7 10 (4.69%) OpenIDM
8 9 (4.23%) Ambari
8 9 (4.23%) SCOM
9 8 (3.76%) Forefront Identity Manager
9 8 (3.76%) Microsoft Intune
10 7 (3.29%) SELinux
11 6 (2.82%) Data Guard
11 6 (2.82%) Norton AntiVirus
11 6 (2.82%) Oracle RMAN
12 5 (2.35%) Grafana
12 5 (2.35%) Graphite
12 5 (2.35%) Oozie
12 5 (2.35%) Oracle Enterprise Manager
12 5 (2.35%) Red Hat Spacewalk
Vendors
1 63 (29.58%) Red Hat
2 55 (25.82%) Microsoft
3 45 (21.13%) Oracle
4 29 (13.62%) VMware
5 28 (13.15%) Hortonworks
6 21 (9.86%) Google
7 20 (9.39%) Cisco
7 20 (9.39%) Cloudera
8 17 (7.98%) IBM
9 15 (7.04%) ForgeRock
10 13 (6.10%) SaltStack
11 9 (4.23%) Atlassian
11 9 (4.23%) EMC
11 9 (4.23%) HP
12 8 (3.76%) CyberArk
13 6 (2.82%) Intel Security
13 6 (2.82%) SAP
13 6 (2.82%) SolarWinds
13 6 (2.82%) Sun
13 6 (2.82%) Symantec
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