Period
to 23 November 2017

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 23 November 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.

Kerberos
UK > England
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 567 631 720
Rank change year-on-year +64 +89 +54
Contract jobs citing Kerberos 303 244 151
As % of all contract IT jobs advertised in England 0.32% 0.25% 0.15%
As % of the Communications & Networking category 2.31% 1.62% 1.04%
Number of daily rates quoted 203 184 103
England median daily rate £550 £400 £475
Median daily rate % change year-on-year +37.50% -15.79% +43.94%
10th Percentile £303 £291 £263
90th Percentile £700 £589 £825
UK median daily rate £550 £385 £461
% change year-on-year +42.86% -16.49% +39.70%
Number of hourly rates quoted 8 0 0
England median hourly rate £21.95 - -
UK median hourly rate £21.95 - -

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 13105 15064 14531
As % of all contract IT jobs advertised in England 13.82% 15.40% 13.99%
Number of daily rates quoted 8033 9154 8522
England median daily rate £404 £400 £390
Median daily rate % change year-on-year +1.00% +2.56% +4.00%
10th Percentile £190 £220 £213
90th Percentile £588 £575 £550
UK median daily rate £400 £400 £388
% change year-on-year - +3.23% +3.33%
Number of hourly rates quoted 682 765 946
England median hourly rate £18.70 £23.00 £20.94
Median hourly rate % change year-on-year -18.70% +9.86% +4.68%
10th Percentile £11.50 £11.72 £11.00
90th Percentile £46.25 £47.50 £47.15
UK median hourly rate £19.00 £23.75 £20.94
% change year-on-year -20.00% +13.45% +4.68%

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 23 November 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 contractor hourly rates quoted in IT jobs citing Kerberos in England.

Contractor hourly rate trend for Kerberos in England

Kerberos
Contractor Hourly Rate Histogram in England

The hourly rate distribution of IT jobs citing Kerberos in England over the 6 months to 23 November 2017.

Contractor hourly rate histogram 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 23 November 2017. 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 +56 194 £566 +13.25% 12
South East -17 42 £400 +17.65%
Midlands +39 28 £280 -17.65%
East Midlands +12 20 £280 -25.33%
East of England -4 19 £470 +2.17% 1
North of England +23 14 £483 +41.91%
West Midlands +28 8 £201 -41.03%
Yorkshire +21 8 £475 +9.83%
North West +13 5 £588 +30.56%
South West -1 5 £625 -
North East +33 1 £490 +44.12%
Kerberos
UK

For the 6 months to 23 November 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.

1 173 (57.10%) Hadoop
2 142 (46.86%) Java
3 134 (44.22%) Big Data
4 123 (40.59%) Apache Spark
5 104 (34.32%) HBase
6 103 (33.99%) Active Directory
7 102 (33.66%) HDFS
8 101 (33.33%) Linux
9 94 (31.02%) Kafka
9 94 (31.02%) Security Cleared
10 92 (30.36%) LDAP
11 91 (30.03%) REST
12 87 (28.71%) Windows
13 85 (28.05%) Spring
13 85 (28.05%) Data Architecture
14 83 (27.39%) Apache Solr
15 81 (26.73%) TDD
16 79 (26.07%) Spring Boot
17 78 (25.74%) SC Cleared
18 71 (23.43%) BDD
19 70 (23.10%) Drools
19 70 (23.10%) Microservices
20 69 (22.77%) Docker
21 67 (22.11%) Ansible
22 66 (21.78%) Cucumber
23 65 (21.45%) Algorithms
23 65 (21.45%) Microsoft
24 64 (21.12%) Kubernetes
25 62 (20.46%) Agile Software Development
26 61 (20.13%) Scrum

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
1 123 (40.59%) Apache Spark
2 83 (27.39%) Apache Solr
3 54 (17.82%) Confluence
4 39 (12.87%) Apache
5 12 (3.96%) Tomcat
6 11 (3.63%) IIS
7 10 (3.30%) Apache Pig
8 8 (2.64%) Elasticsearch
9 6 (1.98%) nginx
10 5 (1.65%) JBoss
10 5 (1.65%) MS Exchange
11 4 (1.32%) OpenStack
12 3 (0.99%) SharePoint
12 3 (0.99%) SharePoint 2010
12 3 (0.99%) SharePoint 2013
13 2 (0.66%) Oracle SOA Suite
13 2 (0.66%) SAS
14 1 (0.33%) GeoServer
14 1 (0.33%) Oracle Workflow
14 1 (0.33%) WebLogic
Applications
1 4 (1.32%) Microsoft Excel
1 4 (1.32%) Microsoft PowerPoint
1 4 (1.32%) Microsoft Project
2 1 (0.33%) Microsoft Office
2 1 (0.33%) MS Visio
Business Applications
1 1 (0.33%) Oracle 11i
1 1 (0.33%) Oracle EBS
1 1 (0.33%) Sentinel
Cloud Services
1 33 (10.89%) Amazon AWS
1 33 (10.89%) Office 365
2 15 (4.95%) GitHub
3 5 (1.65%) Amazon EC2
3 5 (1.65%) Amazon S3
4 3 (0.99%) Amazon EMR
4 3 (0.99%) Google Cloud Platform
5 2 (0.66%) IaaS
6 1 (0.33%) Amazon CloudWatch
6 1 (0.33%) Amazon Glacier
6 1 (0.33%) AWS CloudFormation
6 1 (0.33%) Cloud Computing
6 1 (0.33%) Microsoft Azure
6 1 (0.33%) OpenShift
6 1 (0.33%) Route 53
6 1 (0.33%) Virtual Private Cloud
Communications & Networking
1 92 (30.36%) LDAP
2 61 (20.13%) DNS
3 35 (11.55%) DHCP
4 33 (10.89%) Network Security
5 30 (9.90%) SSL
6 22 (7.26%) TCP/IP
7 20 (6.60%) IPsec
8 15 (4.95%) Internet
9 14 (4.62%) Firewall
10 9 (2.97%) DMZ
10 9 (2.97%) VPN
11 8 (2.64%) Remote Desktop
11 8 (2.64%) SSH
12 5 (1.65%) IP Telephony
13 4 (1.32%) FTP
13 4 (1.32%) HTTP
13 4 (1.32%) MPLS
13 4 (1.32%) VoIP
13 4 (1.32%) WAN
13 4 (1.32%) Wi-Fi
Database & Business Intelligence
1 173 (57.10%) Hadoop
2 134 (44.22%) Big Data
3 104 (34.32%) HBase
4 57 (18.81%) PostgreSQL
5 32 (10.56%) Apache Hive
6 15 (4.95%) DataStax
7 14 (4.62%) Impala
8 11 (3.63%) MySQL
8 11 (3.63%) SQL Server
9 7 (2.31%) Amazon DynamoDB
10 6 (1.98%) Cloudera CDH
10 6 (1.98%) Sqoop
11 5 (1.65%) Neo4j
11 5 (1.65%) NoSQL
12 4 (1.32%) Amazon RDS
12 4 (1.32%) Data Warehouse
12 4 (1.32%) InfluxDB
12 4 (1.32%) MongoDB
12 4 (1.32%) OpenTSDB
13 3 (0.99%) BigQuery
Development Applications
1 66 (21.78%) Cucumber
2 59 (19.47%) JIRA
3 18 (5.94%) Jenkins
4 16 (5.28%) Git (software)
5 13 (4.29%) GitLab
5 13 (4.29%) IntelliJ
6 7 (2.31%) Maven
7 6 (1.98%) Team Foundation Server
8 5 (1.65%) Gradle
9 4 (1.32%) Metasploit
9 4 (1.32%) Vagrant
9 4 (1.32%) Visual Studio
10 3 (0.99%) Talend Open Studio
10 3 (0.99%) TeamCity
11 2 (0.66%) CruiseControl
11 2 (0.66%) Fiddler
11 2 (0.66%) Sonatype Nexus
11 2 (0.66%) Subversion
12 1 (0.33%) Eclipse
12 1 (0.33%) JUnit
General
1 36 (11.88%) Finance
2 16 (5.28%) Telecoms
3 14 (4.62%) Banking
4 10 (3.30%) Electronics
4 10 (3.30%) Manufacturing
4 10 (3.30%) Marketing
5 9 (2.97%) Publishing
6 6 (1.98%) Investment Banking
7 3 (0.99%) Legal
8 1 (0.33%) Front Office
8 1 (0.33%) Pharmaceutical
8 1 (0.33%) Retail
Job Titles
1 49 (16.17%) Data Engineer
2 45 (14.85%) Developer
3 39 (12.87%) Big Data Engineer
4 34 (11.22%) Administrator
5 30 (9.90%) Architect
6 26 (8.58%) Hadoop Engineer
7 25 (8.25%) Big Data Developer
8 23 (7.59%) Consultant
9 21 (6.93%) Data Architect
10 18 (5.94%) Active Directory Engineer
10 18 (5.94%) Cloud Engineer
11 16 (5.28%) Big Data Architect
11 16 (5.28%) Windows Engineer
12 15 (4.95%) Senior Data Engineer
13 14 (4.62%) Java Developer
14 13 (4.29%) Infrastructure Engineer
15 12 (3.96%) Active Directory Specialist
15 12 (3.96%) Linux Administrator
15 12 (3.96%) Systems Administrator
16 11 (3.63%) Linux Systems Administrator
Libraries, Frameworks & Software Standards
1 94 (31.02%) Kafka
2 91 (30.03%) REST
3 85 (28.05%) Spring
4 79 (26.07%) Spring Boot
5 70 (23.10%) Drools
6 42 (13.86%) Apache Camel
7 21 (6.93%) SAML
8 16 (5.28%) Web Services
9 15 (4.95%) TinkerPop
10 11 (3.63%) XML
11 10 (3.30%) RESTful
11 10 (3.30%) SailPoint
12 9 (2.97%) OAuth
13 8 (2.64%) LAMP
13 8 (2.64%) SPNEGO
14 7 (2.31%) Samza
15 6 (1.98%) WCF
15 6 (1.98%) Windows Identity Foundation
16 5 (1.65%) .NET
17 4 (1.32%) HTML
Miscellaneous
1 65 (21.45%) Algorithms
2 41 (13.53%) PKI
3 33 (10.89%) Analytical Skills
4 31 (10.23%) Data Centre
5 12 (3.96%) Computer Science
6 9 (2.97%) Clustering
6 9 (2.97%) Management Information System
6 9 (2.97%) Replication
7 8 (2.64%) User Experience
8 6 (1.98%) Grid Computing
9 5 (1.65%) N-Tier
10 3 (0.99%) Enterprise Storage
10 3 (0.99%) Greenfield Project
10 3 (0.99%) Private Cloud
10 3 (0.99%) Wiki
11 2 (0.66%) Credit Risk
11 2 (0.66%) Fixed Income
12 1 (0.33%) Life Science
12 1 (0.33%) NHS
12 1 (0.33%) Video Conferencing
Operating Systems
1 101 (33.33%) Linux
2 87 (28.71%) Windows
3 56 (18.48%) Unix
4 43 (14.19%) Windows Server
5 23 (7.59%) Windows Server 2012
6 22 (7.26%) Red Hat Enterprise Linux
6 22 (7.26%) Windows 10
7 20 (6.60%) Windows Server 2003
7 20 (6.60%) Windows Server 2008
8 11 (3.63%) CentOS
9 4 (1.32%) Mac OS X
9 4 (1.32%) Scientific Linux
9 4 (1.32%) Ubuntu
10 3 (0.99%) HPUX
11 2 (0.66%) Solaris
12 1 (0.33%) Debian
12 1 (0.33%) Oracle Linux
Processes & Methodologies
1 85 (28.05%) Data Architecture
2 81 (26.73%) TDD
3 71 (23.43%) BDD
4 70 (23.10%) Microservices
5 62 (20.46%) Agile Software Development
6 61 (20.13%) Scrum
7 33 (10.89%) Continuous Integration
8 30 (9.90%) DevOps
9 29 (9.57%) Migration
9 29 (9.57%) Performance Tuning
10 27 (8.91%) Coaching
11 25 (8.25%) Mentoring
12 24 (7.92%) Security Architecture
13 23 (7.59%) Analytics
13 23 (7.59%) Business Intelligence
13 23 (7.59%) ITIL
13 23 (7.59%) Server Virtualisation
14 20 (6.60%) Configuration Management
15 19 (6.27%) MapReduce
16 17 (5.61%) High Availability
Programming Languages
1 142 (46.86%) Java
2 58 (19.14%) PowerShell
3 41 (13.53%) Python
4 33 (10.89%) SQL
5 13 (4.29%) Scala
6 11 (3.63%) Shell Script
7 9 (2.97%) Bash Shell
7 9 (2.97%) JavaScript
7 9 (2.97%) R
8 8 (2.64%) C#
9 7 (2.31%) C
10 5 (1.65%) Perl
11 4 (1.32%) C++
12 3 (0.99%) Fortran
12 3 (0.99%) VBScript
13 2 (0.66%) PL/SQL
14 1 (0.33%) AWK
14 1 (0.33%) Korn
14 1 (0.33%) Ruby
14 1 (0.33%) sed
Qualifications
1 94 (31.02%) Security Cleared
2 78 (25.74%) SC Cleared
3 17 (5.61%) Degree
4 9 (2.97%) Microsoft Certification
5 7 (2.31%) CISSP
6 6 (1.98%) Computer Science Degree
6 6 (1.98%) DBS Check
7 5 (1.65%) MCSE
8 2 (0.66%) BPSS Clearance
8 2 (0.66%) CISM
8 2 (0.66%) OSCP
8 2 (0.66%) SANS
9 1 (0.33%) Cisco Certification
9 1 (0.33%) CTC Cleared
9 1 (0.33%) DV Cleared
9 1 (0.33%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 7 (2.31%) GDPR
2 6 (1.98%) ISO/IEC 27001
3 4 (1.32%) SLA
4 2 (0.66%) Disclosure Scotland
4 2 (0.66%) PCI DSS
4 2 (0.66%) Sarbanes-Oxley
5 1 (0.33%) Data Quality
System Software
1 103 (33.99%) Active Directory
2 102 (33.66%) HDFS
3 69 (22.77%) Docker
4 61 (20.13%) Apache ZooKeeper
5 21 (6.93%) Microsoft App-V
6 18 (5.94%) VMware Infrastructure
7 14 (4.62%) Hyper-V
8 8 (2.64%) NFS
9 7 (2.31%) Apache Flume
10 5 (1.65%) iptables
10 5 (1.65%) Samba
11 4 (1.32%) Postfix
11 4 (1.32%) Squid
11 4 (1.32%) vCloud
11 4 (1.32%) Virtual Machines
12 3 (0.99%) VMware Server
13 2 (0.66%) GridGain
13 2 (0.66%) IAG
13 2 (0.66%) OpenIDM
13 2 (0.66%) Oracle RAC
Systems Management
1 67 (22.11%) Ansible
2 64 (21.12%) Kubernetes
3 59 (19.47%) Terraform
4 30 (9.90%) SCCM
4 30 (9.90%) SCOM
5 19 (6.27%) Puppet
6 17 (5.61%) Ambari
7 14 (4.62%) CA Single Sign-On
8 13 (4.29%) McAfee ePO
9 10 (3.30%) Opscode Chef
10 8 (2.64%) Hadoop YARN
11 4 (1.32%) Cisco UCCX
11 4 (1.32%) Cobbler
11 4 (1.32%) HP Fortify
11 4 (1.32%) Mesos
11 4 (1.32%) Nessus
11 4 (1.32%) Nmap
11 4 (1.32%) Oozie
12 3 (0.99%) Oracle Identity Manager
13 1 (0.33%) Data Guard
Vendors
1 65 (21.45%) Microsoft
2 45 (14.85%) Hortonworks
3 30 (9.90%) Cloudera
4 28 (9.24%) Oracle
4 28 (9.24%) Red Hat
5 21 (6.93%) VMware
6 13 (4.29%) McAfee
7 12 (3.96%) CA
7 12 (3.96%) HP
8 11 (3.63%) ForgeRock
8 11 (3.63%) SAP
9 10 (3.30%) Cisco
10 6 (1.98%) Axway
10 6 (1.98%) BMC
10 6 (1.98%) IBM
11 5 (1.65%) EMC
11 5 (1.65%) Juniper
11 5 (1.65%) Splunk
12 4 (1.32%) Google
12 4 (1.32%) NEC