Period
to 20 March 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 20 March 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
20 Mar 2019
Same period 2018 Same period 2017
Rank 654 644 608
Rank change year-on-year -10 -36 +113
Contract jobs citing Kerberos 179 214 220
As % of all contract IT jobs advertised in England 0.20% 0.23% 0.26%
As % of the Communications & Networking category 1.60% 1.75% 1.76%
Number of daily rates quoted 120 140 159
England median daily rate £575 £525 £475
Median daily rate % change year-on-year +9.52% +10.53% +5.56%
10th Percentile £399 £283 £320
90th Percentile £751 £650 £671
UK median daily rate £560 £525 £475
% change year-on-year +6.67% +10.53% +19.12%
Number of hourly rates quoted 0 0 0
England median hourly rate - - -
UK median hourly rate - - -

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 11,221 12,226 12,530
As % of all contract IT jobs advertised in England 12.69% 13.18% 14.57%
Number of daily rates quoted 6,862 7,606 7,676
England median daily rate £425 £425 £413
Median daily rate % change year-on-year - +3.03% +3.13%
10th Percentile £203 £200 £213
90th Percentile £613 £600 £575
UK median daily rate £425 £413 £401
% change year-on-year +3.03% +3.00% +0.13%
Number of hourly rates quoted 496 650 666
England median hourly rate £18.00 £20.00 £21.50
Median hourly rate % change year-on-year -10.00% -6.98% -10.42%
10th Percentile £12.00 £11.73 £11.69
90th Percentile £48.75 £47.50 £50.00
UK median hourly rate £18.06 £19.49 £21.78
% change year-on-year -7.37% -10.48% -12.90%

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 20 March 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 20 March 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 +11 104 £600 +9.09% 7
Midlands +3 20 £350 +28.56% 4
South East -5 17 £475 +22.58% 1
West Midlands -4 13 £350 +74.56% 3
North of England -15 13 £525 +5.00% 2
South West -44 13 £500 +1.27% 4
East of England +13 10 £638 +35.64%
Yorkshire +10 8 £525 +40.00% 1
East Midlands +14 7 £356 +27.46% 1
North West 0 3 £450 -28.00% 1
North East - 2 £600 -
Kerberos
UK

For the 6 months to 20 March 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 77 (43.02%) Linux
2 76 (42.46%) Hadoop
3 73 (40.78%) Java
4 61 (34.08%) Agile Software Development
5 60 (33.52%) LDAP
6 58 (32.40%) Kafka
7 57 (31.84%) DevOps
8 54 (30.17%) Big Data
9 50 (27.93%) Python
10 47 (26.26%) Windows
11 46 (25.70%) HBase
11 46 (25.70%) Ansible
12 45 (25.14%) SSL
13 43 (24.02%) Active Directory
14 41 (22.91%) Unix
14 41 (22.91%) HDFS
15 40 (22.35%) SQL
16 38 (21.23%) Apache Spark
17 34 (18.99%) SAML
18 32 (17.88%) Continuous Integration
19 31 (17.32%) Microsoft
19 31 (17.32%) Apache
19 31 (17.32%) HTTP
19 31 (17.32%) Hortonworks
20 30 (16.76%) Single Sign-On
20 30 (16.76%) Problem-Solving
20 30 (16.76%) Finance
21 29 (16.20%) Apache Hive
22 28 (15.64%) PKI
23 27 (15.08%) Oracle

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 38 (21.23%) Apache Spark
2 31 (17.32%) Apache
3 25 (13.97%) IIS
4 23 (12.85%) Apache Solr
5 16 (8.94%) Tomcat
6 15 (8.38%) Apache Qpid
6 15 (8.38%) Drupal
7 13 (7.26%) nginx
8 11 (6.15%) SharePoint
9 10 (5.59%) SharePoint 2013
10 9 (5.03%) Confluence
10 9 (5.03%) Elasticsearch
11 6 (3.35%) Apache Pig
11 6 (3.35%) Oracle Coherence
11 6 (3.35%) WebSphere
11 6 (3.35%) WebSphere Application Server
12 4 (2.23%) SAS
13 3 (1.68%) K2 blackpearl
14 2 (1.12%) IBM Notes
14 2 (1.12%) Jupyter
Applications
1 16 (8.94%) Microsoft Excel
2 15 (8.38%) Microsoft Project
3 12 (6.70%) Microsoft PowerPoint
4 6 (3.35%) Microsoft Office
5 3 (1.68%) MS Visio
Cloud Services
1 17 (9.50%) Amazon AWS
2 16 (8.94%) Apigee
3 11 (6.15%) GitHub
4 9 (5.03%) Amazon S3
4 9 (5.03%) Microsoft Azure
5 6 (3.35%) Google Cloud Platform
6 5 (2.79%) IaaS
7 4 (2.23%) OpenShift
8 2 (1.12%) Amazon EC2
8 2 (1.12%) Azure Active Directory
8 2 (1.12%) SaaS
8 2 (1.12%) Virtual Private Cloud
9 1 (0.56%) Amazon CloudWatch
9 1 (0.56%) Office 365
Communications & Networking
1 45 (25.14%) SSL
2 31 (17.32%) HTTP
3 18 (10.06%) TCP/IP
4 16 (8.94%) Firewall
5 10 (5.59%) DNS
6 7 (3.91%) Internet
6 7 (3.91%) Wireshark
7 5 (2.79%) LAN
7 5 (2.79%) OpenLDAP
7 5 (2.79%) WAN
8 4 (2.23%) DMZ
8 4 (2.23%) Network Security
9 3 (1.68%) VPN
9 3 (1.68%) WebEx
10 2 (1.12%) HTTPS
10 2 (1.12%) IMAP
10 2 (1.12%) X.500
11 1 (0.56%) Reverse Proxy
11 1 (0.56%) SNMP
11 1 (0.56%) VLAN
Database & Business Intelligence
1 76 (42.46%) Hadoop
2 54 (30.17%) Big Data
3 46 (25.70%) HBase
4 29 (16.20%) Apache Hive
5 27 (15.08%) SQL Server
6 26 (14.53%) PostgreSQL
7 20 (11.17%) Apache Cassandra
8 17 (9.50%) MongoDB
9 13 (7.26%) Sqoop
10 11 (6.15%) NoSQL
11 9 (5.03%) MySQL
12 8 (4.47%) Data Warehouse
13 7 (3.91%) Relational Database
14 6 (3.35%) Amazon DynamoDB
15 5 (2.79%) JanusGraph
15 5 (2.79%) Mahout
16 4 (2.23%) Data Lake
16 4 (2.23%) Power BI
17 3 (1.68%) Apache Zeppelin
17 3 (1.68%) Impala
Development Applications
1 24 (13.41%) Jenkins
2 21 (11.73%) JIRA
3 20 (11.17%) Maven
4 12 (6.70%) Visual Studio
5 11 (6.15%) Git (software)
6 10 (5.59%) Artifactory
7 7 (3.91%) Fiddler
8 6 (3.35%) Cucumber
8 6 (3.35%) Eclipse
8 6 (3.35%) Gradle
8 6 (3.35%) IntelliJ
8 6 (3.35%) Rational Application Developer
8 6 (3.35%) Team Foundation Server
9 5 (2.79%) Sonatype Nexus
10 4 (2.23%) GitLab
11 2 (1.12%) Bitbucket
11 2 (1.12%) FishEye
11 2 (1.12%) Mocha
11 2 (1.12%) Spock
11 2 (1.12%) webpack
General
1 30 (16.76%) Finance
2 15 (8.38%) Banking
3 6 (3.35%) Investment Banking
4 2 (1.12%) Games
5 1 (0.56%) Electronics
5 1 (0.56%) German Language
5 1 (0.56%) Manufacturing
5 1 (0.56%) Marketing
5 1 (0.56%) Retail
5 1 (0.56%) Telecoms
Job Titles
1 42 (23.46%) Architect
2 41 (22.91%) Developer
3 24 (13.41%) Administrator
4 21 (11.73%) Java Developer
5 20 (11.17%) Big Data Engineer
5 20 (11.17%) DevOps Engineer
6 18 (10.06%) Data Engineer
7 14 (7.82%) Big Data Developer
8 13 (7.26%) Hadoop Engineer
8 13 (7.26%) Security Architect
9 11 (6.15%) Hadoop Administrator
9 11 (6.15%) Support Engineer
10 10 (5.59%) Applications Architect
11 9 (5.03%) Consultant
11 9 (5.03%) Data Architect
11 9 (5.03%) Lead Architect
12 8 (4.47%) E-Commerce Architect
12 8 (4.47%) Lead Security Architect
12 8 (4.47%) Senior Developer
12 8 (4.47%) SharePoint Administrator
Libraries, Frameworks & Software Standards
1 60 (33.52%) LDAP
2 58 (32.40%) Kafka
3 34 (18.99%) SAML
4 26 (14.53%) WCF
5 24 (13.41%) .NET
6 22 (12.29%) XML
7 20 (11.17%) OAuth
7 20 (11.17%) REST
8 19 (10.61%) Spring
9 17 (9.50%) OAuth2
10 15 (8.38%) SPNEGO
11 14 (7.82%) Apache NiFi
12 12 (6.70%) SailPoint
12 12 (6.70%) Windows Identity Foundation
13 11 (6.15%) Web Services
14 10 (5.59%) Spring Boot
15 9 (5.03%) SOAP
16 8 (4.47%) COM+
16 8 (4.47%) DCOM
16 8 (4.47%) Rendezvous
Miscellaneous
1 28 (15.64%) PKI
2 17 (9.50%) Data Centre
3 15 (8.38%) Analytical Skills
4 8 (4.47%) Algorithms
5 5 (2.79%) Clustering
5 5 (2.79%) Replication
6 4 (2.23%) Data Structures
7 3 (1.68%) Enterprise Software
7 3 (1.68%) Fintech
7 3 (1.68%) Private Cloud
7 3 (1.68%) Smartcard
7 3 (1.68%) Video Conferencing
8 2 (1.12%) Greenfield Project
8 2 (1.12%) Reference Data
9 1 (0.56%) HP Superdome
9 1 (0.56%) Management Information System
9 1 (0.56%) Public Cloud
9 1 (0.56%) Robotics
9 1 (0.56%) User Experience
9 1 (0.56%) Virtual Team
Operating Systems
1 77 (43.02%) Linux
2 47 (26.26%) Windows
3 41 (22.91%) Unix
4 22 (12.29%) Windows Server
5 14 (7.82%) Red Hat Enterprise Linux
6 5 (2.79%) CentOS
7 4 (2.23%) Windows Server 2012
8 3 (1.68%) Windows Server 2003
9 1 (0.56%) HPUX
9 1 (0.56%) Solaris
9 1 (0.56%) SUSE Linux Enterprise Server
9 1 (0.56%) VMS
9 1 (0.56%) Windows 7
9 1 (0.56%) Windows 8
9 1 (0.56%) Windows Server 2008
Processes & Methodologies
1 61 (34.08%) Agile Software Development
2 57 (31.84%) DevOps
3 32 (17.88%) Continuous Integration
4 30 (16.76%) Problem-Solving
5 22 (12.29%) Business Intelligence
5 22 (12.29%) Scrum
6 21 (11.73%) Use Case
7 19 (10.61%) Change Control
7 19 (10.61%) Software Delivery
8 18 (10.06%) Analytics
8 18 (10.06%) ITIL
9 17 (9.50%) Computer Science
10 16 (8.94%) Performance Tuning
11 15 (8.38%) API Design
11 15 (8.38%) B2B
11 15 (8.38%) B2C
11 15 (8.38%) Continuous Delivery
11 15 (8.38%) MapReduce
11 15 (8.38%) OO
11 15 (8.38%) Visualisation
Programming Languages
1 73 (40.78%) Java
2 50 (27.93%) Python
3 40 (22.35%) SQL
4 22 (12.29%) Perl
5 21 (11.73%) C++
6 19 (10.61%) Java 8
7 18 (10.06%) C#
8 14 (7.82%) PowerShell
9 13 (7.26%) Bash Shell
10 9 (5.03%) C
10 9 (5.03%) Shell Script
11 8 (4.47%) Scala
12 4 (2.23%) JavaScript
13 3 (1.68%) R
13 3 (1.68%) Ruby
14 2 (1.12%) Cypher
14 2 (1.12%) ES6
14 2 (1.12%) Groovy
14 2 (1.12%) Korn
14 2 (1.12%) TypeScript
Qualifications
1 22 (12.29%) Security Cleared
2 20 (11.17%) Degree
3 16 (8.94%) SC Cleared
4 10 (5.59%) Microsoft Certification
5 7 (3.91%) Computer Science Degree
5 7 (3.91%) MCSE
6 4 (2.23%) DV Cleared
7 1 (0.56%) Master's Degree
7 1 (0.56%) RHCA
7 1 (0.56%) RHCE
Quality Assurance & Compliance
1 6 (3.35%) QA
2 5 (2.79%) SLA
3 1 (0.56%) Data Quality
3 1 (0.56%) Def Stans
3 1 (0.56%) GDPR
System Software
1 43 (24.02%) Active Directory
2 41 (22.91%) HDFS
3 27 (15.08%) Apache ZooKeeper
4 20 (11.17%) Docker
5 6 (3.35%) Oracle RAC
6 4 (2.23%) Apache Flume
7 3 (1.68%) NFS
8 1 (0.56%) Cronacle
8 1 (0.56%) PowerDNS
8 1 (0.56%) RACF
8 1 (0.56%) Terminal Services
8 1 (0.56%) Virtual Machines
Systems Management
1 46 (25.70%) Ansible
2 30 (16.76%) Single Sign-On
3 26 (14.53%) CA Single Sign-On
4 18 (10.06%) Hadoop YARN
4 18 (10.06%) Puppet
5 15 (8.38%) Terraform
6 14 (7.82%) Kubernetes
6 14 (7.82%) McAfee ePO
6 14 (7.82%) Oozie
7 12 (6.70%) HP Fortify
8 10 (5.59%) Ambari
8 10 (5.59%) Nagios
8 10 (5.59%) Tivoli
9 9 (5.03%) ITRS Geneos
10 7 (3.91%) Opscode Chef
11 6 (3.35%) logstash
12 5 (2.79%) ZABBIX
13 3 (1.68%) Control-M
13 3 (1.68%) Grafana
13 3 (1.68%) SCOM
Vendors
1 31 (17.32%) Hortonworks
1 31 (17.32%) Microsoft
2 27 (15.08%) Oracle
3 26 (14.53%) CA
4 22 (12.29%) BMC
5 19 (10.61%) Red Hat
6 17 (9.50%) ForgeRock
7 15 (8.38%) ServiceNow
8 14 (7.82%) McAfee
9 12 (6.70%) Axway
10 9 (5.03%) Tableau
11 8 (4.47%) TIBCO
12 7 (3.91%) IBM
13 6 (3.35%) Cloudera
13 6 (3.35%) Google
13 6 (3.35%) SaltStack
13 6 (3.35%) Splunk
13 6 (3.35%) Trend Micro
14 5 (2.79%) Cisco
15 4 (2.23%) MicroStrategy