Period
to 4 December 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 4 December 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
4 Dec 2020
Same period 2019 Same period 2018
Rank 469 657 628
Rank change year-on-year +188 -29 -45
Contract jobs citing Kerberos 51 117 265
As % of all contract jobs advertised in England 0.16% 0.16% 0.28%
As % of the Communications & Networking category 1.26% 1.15% 2.15%
Number of daily rates quoted 49 68 173
Median daily rate £500 £548 £575
Median daily rate % change year-on-year -8.68% -4.78% +4.55%
10th Percentile £317 £425 £413
90th Percentile £588 £650 £708
UK median daily rate £523 £545 £575
% change year-on-year -4.13% -5.22% +4.55%
Number of hourly rates quoted 6 0 1
Median hourly rate £60.50 - £35.00
UK median hourly rate £63.25 - £35.00

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 4,063 10,146 12,351
As % of all contract IT jobs advertised in England 12.79% 13.54% 12.99%
Number of daily rates quoted 2,375 6,141 7,501
Median daily rate £438 £415 £425
Median daily rate % change year-on-year +5.42% -2.35% +5.85%
10th Percentile £213 £185 £200
90th Percentile £613 £600 £613
UK median daily rate £435 £413 £425
% change year-on-year +5.45% -2.94% +6.25%
Number of hourly rates quoted 241 556 580
Median hourly rate £35.00 £25.00 £20.00
Median hourly rate % change year-on-year +40.00% +25.00% +6.95%
10th Percentile £14.50 £13.00 £12.25
90th Percentile £61.00 £53.75 £48.30
Median hourly rate £35.00 £25.00 £20.00
% change year-on-year +40.00% +25.00% +6.95%

Kerberos
Job Vacancy Trend in England

Job postings citing Kerberos as a proportion of all IT jobs advertised in England.

Job vacancy trend for Kerberos in England

Kerberos
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Kerberos in England.

Daily rate trend for Kerberos in England

Kerberos
Daily Rate Histogram in England

Daily rate distribution for jobs citing Kerberos in England over the 6 months to 4 December 2020.

Daily rate histogram for Kerberos in England

Kerberos
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Kerberos in England.

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 4 December 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 +124 32 £513 -10.64% 3
North of England +108 10 £313 -43.18% 7
North West +77 9 £312 -43.96% 1
South East +153 6 £575 +21.05% 1
East of England - 2 £480 -
South West +94 1 £625 +30.89%
Yorkshire +54 1 £450 - 6
Kerberos
UK

For the 6 months to 4 December 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 28 (54.90%) LDAP
1 28 (54.90%) Active Directory
2 25 (49.02%) High Availability
3 23 (45.10%) Oracle
4 20 (39.22%) Microsoft
5 19 (37.25%) Windows
5 19 (37.25%) Linux
5 19 (37.25%) DevOps
6 17 (33.33%) Ansible
7 16 (31.37%) Docker
7 16 (31.37%) Python
7 16 (31.37%) TCP/IP
8 15 (29.41%) SQL
8 15 (29.41%) Finance
8 15 (29.41%) Performance Tuning
8 15 (29.41%) Kubernetes
9 14 (27.45%) Banking
9 14 (27.45%) Unix
10 13 (25.49%) Security Cleared
10 13 (25.49%) Azure
10 13 (25.49%) Terraform
10 13 (25.49%) Windows Server
11 12 (23.53%) AWS
11 12 (23.53%) VMware Infrastructure
11 12 (23.53%) GitHub
11 12 (23.53%) Shell Script
11 12 (23.53%) VMware
12 11 (21.57%) Clustering
12 11 (21.57%) Subversion
12 11 (21.57%) Test Automation

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 7 (13.73%) Confluence
1 7 (13.73%) SharePoint
2 6 (11.76%) Apache
3 5 (9.80%) Elasticsearch
3 5 (9.80%) IIS
4 4 (7.84%) Apache Spark
4 4 (7.84%) nginx
5 1 (1.96%) SharePoint 2010
5 1 (1.96%) SharePoint Server
Applications
1 1 (1.96%) InfoPath
1 1 (1.96%) Microsoft Excel
1 1 (1.96%) Microsoft Office
Cloud Services
1 13 (25.49%) Azure
2 12 (23.53%) AWS
2 12 (23.53%) GitHub
3 10 (19.61%) GCP
4 9 (17.65%) PaaS
5 8 (15.69%) Cloud Computing
5 8 (15.69%) IaaS
5 8 (15.69%) SaaS
6 1 (1.96%) Office 365
6 1 (1.96%) OpenShift
Communications & Networking
1 16 (31.37%) TCP/IP
2 10 (19.61%) DNS
3 7 (13.73%) X.500
4 6 (11.76%) SSL
5 5 (9.80%) HTTPS
5 5 (9.80%) Wireshark
6 3 (5.88%) Firewall
6 3 (5.88%) HTTP
7 2 (3.92%) OpenLDAP
8 1 (1.96%) BIG-IP
8 1 (1.96%) Internet
8 1 (1.96%) Intranet
8 1 (1.96%) IPsec
8 1 (1.96%) IPv4
8 1 (1.96%) SMTP
8 1 (1.96%) VLAN
8 1 (1.96%) VSAN
Database & Business Intelligence
1 9 (17.65%) Data Warehouse
1 9 (17.65%) OLTP
1 9 (17.65%) Oracle Database
1 9 (17.65%) Oracle Database 11g
1 9 (17.65%) SQL Server
2 7 (13.73%) PostgreSQL
3 6 (11.76%) MariaDB
3 6 (11.76%) MySQL
4 5 (9.80%) Big Data
5 4 (7.84%) Apache Hive
5 4 (7.84%) Hadoop
5 4 (7.84%) HBase
5 4 (7.84%) Sybase ASE
6 3 (5.88%) RDBMS
6 3 (5.88%) Relational Database
7 1 (1.96%) Apache Cassandra
7 1 (1.96%) Impala
7 1 (1.96%) MongoDB
7 1 (1.96%) NoSQL
7 1 (1.96%) Redis
Development Applications
1 11 (21.57%) Subversion
2 7 (13.73%) JIRA
2 7 (13.73%) TeamCity
3 4 (7.84%) Artifactory
3 4 (7.84%) Jenkins
4 2 (3.92%) JUnit
5 1 (1.96%) Atlassian Bamboo
5 1 (1.96%) Bitbucket
5 1 (1.96%) Cucumber
5 1 (1.96%) Git (software)
5 1 (1.96%) GitLab
5 1 (1.96%) JMeter
5 1 (1.96%) Octopus Deploy
5 1 (1.96%) Serena SBM
General
1 15 (29.41%) Finance
2 14 (27.45%) Banking
3 8 (15.69%) Investment Banking
4 5 (9.80%) Retail
5 2 (3.92%) International Banking
5 2 (3.92%) Public Sector
5 2 (3.92%) Telecoms
6 1 (1.96%) Electronics
6 1 (1.96%) Legal
6 1 (1.96%) Manufacturing
6 1 (1.96%) Marketing
Job Titles
1 9 (17.65%) DBA
1 9 (17.65%) Oracle DBA
2 5 (9.80%) Administrator
2 5 (9.80%) Developer
2 5 (9.80%) Site Engineer
2 5 (9.80%) Site Reliability Engineer
3 4 (7.84%) DevOps Engineer
3 4 (7.84%) Virtualisation Engineer
3 4 (7.84%) VMware Engineer
4 3 (5.88%) Big Data Engineer
4 3 (5.88%) Consultant
4 3 (5.88%) Full Stack Developer
4 3 (5.88%) Senior DevOps
4 3 (5.88%) Senior DevOps Engineer
4 3 (5.88%) Systems Administrator
4 3 (5.88%) Systems Engineer
5 2 (3.92%) Applications Support
5 2 (3.92%) Data Engineer
5 2 (3.92%) Junior
5 2 (3.92%) Senior Systems Engineer
Libraries, Frameworks & Software Standards
1 28 (54.90%) LDAP
2 7 (13.73%) .NET
3 6 (11.76%) Node.js
4 5 (9.80%) .NET Core
5 4 (7.84%) AngularJS
5 4 (7.84%) ASP.NET Web API
5 4 (7.84%) CSS
5 4 (7.84%) CSS3
5 4 (7.84%) Dapper ORM
5 4 (7.84%) HTML
5 4 (7.84%) Kafka
5 4 (7.84%) LAMP
5 4 (7.84%) LAPP Stack
5 4 (7.84%) LEMP Stack
5 4 (7.84%) Middleware
5 4 (7.84%) RxJS
5 4 (7.84%) Twitter Bootstrap
6 3 (5.88%) Grok
6 3 (5.88%) SAML
6 3 (5.88%) Spring Boot
Miscellaneous
1 11 (21.57%) Clustering
2 9 (17.65%) Replication
3 7 (13.73%) PKI
4 3 (5.88%) Data Centre
5 2 (3.92%) Public Cloud
6 1 (1.96%) Analytical Mindset
6 1 (1.96%) Analytical Skills
6 1 (1.96%) Cloud Native
6 1 (1.96%) Enterprise Software
6 1 (1.96%) Management Information System
6 1 (1.96%) Private Cloud
Operating Systems
1 19 (37.25%) Linux
1 19 (37.25%) Windows
2 14 (27.45%) Unix
3 13 (25.49%) Windows Server
4 10 (19.61%) Windows Server 2008
4 10 (19.61%) Windows Server 2012
4 10 (19.61%) Windows Server 2016
5 9 (17.65%) Windows Server 2019
6 5 (9.80%) Red Hat Enterprise Linux
7 3 (5.88%) Solaris
8 2 (3.92%) Ubuntu
9 1 (1.96%) Windows 10
Processes & Methodologies
1 25 (49.02%) High Availability
2 19 (37.25%) DevOps
3 15 (29.41%) Performance Tuning
4 11 (21.57%) Test Automation
5 10 (19.61%) Agile Software Development
6 9 (17.65%) Infrastructure as Code
6 9 (17.65%) Security Patching
7 7 (13.73%) Configuration Management
7 7 (13.73%) Continuous Integration
8 5 (9.80%) Change Management
8 5 (9.80%) Disaster Recovery
8 5 (9.80%) Infrastructure Engineering
8 5 (9.80%) Microservices
8 5 (9.80%) Root Cause Analysis
8 5 (9.80%) Security Hardening
8 5 (9.80%) Site Reliability Engineering
9 4 (7.84%) Capacity Planning
9 4 (7.84%) Cybersecurity
9 4 (7.84%) Open Source
10 3 (5.88%) Load Balancing
Programming Languages
1 16 (31.37%) Python
2 15 (29.41%) SQL
3 12 (23.53%) Shell Script
4 9 (17.65%) Bash Shell
4 9 (17.65%) PowerShell
5 7 (13.73%) C#
6 6 (11.76%) Java
7 4 (7.84%) JavaScript
7 4 (7.84%) Perl
7 4 (7.84%) TypeScript
8 2 (3.92%) Scala
9 1 (1.96%) Go
9 1 (1.96%) Java 8
Qualifications
1 13 (25.49%) Security Cleared
2 9 (17.65%) SC Cleared
3 6 (11.76%) DV Cleared
4 4 (7.84%) Microsoft Certification
5 3 (5.88%) MCSE
6 1 (1.96%) CCNA
6 1 (1.96%) Cisco Certification
Quality Assurance & Compliance
1 2 (3.92%) GDPR
2 1 (1.96%) ISO/IEC 27001
2 1 (1.96%) Sarbanes-Oxley
System Software
1 28 (54.90%) Active Directory
2 16 (31.37%) Docker
3 12 (23.53%) VMware Infrastructure
4 11 (21.57%) VMware ESXi
5 9 (17.65%) Oracle Clusterware
5 9 (17.65%) Oracle RAC
6 7 (13.73%) Active Directory Lightweight Directory Services
7 2 (3.92%) HDFS
7 2 (3.92%) VMware NSX
8 1 (1.96%) vSphere
Systems Management
1 17 (33.33%) Ansible
2 15 (29.41%) Kubernetes
3 13 (25.49%) Terraform
4 11 (21.57%) Puppet
5 10 (19.61%) Opscode Chef
6 9 (17.65%) Data Guard
6 9 (17.65%) Microsoft Clustering
6 9 (17.65%) Oracle RMAN
7 4 (7.84%) BladeLogic
7 4 (7.84%) ITRS Geneos
8 3 (5.88%) Red Hat Satellite
8 3 (5.88%) Single Sign-On
9 2 (3.92%) Control-M
9 2 (3.92%) logstash
9 2 (3.92%) OSSEC
9 2 (3.92%) Prometheus
9 2 (3.92%) Tivoli Storage Manager
10 1 (1.96%) Nagios
10 1 (1.96%) Netcool
10 1 (1.96%) Tivoli
Vendors
1 23 (45.10%) Oracle
2 20 (39.22%) Microsoft
3 12 (23.53%) VMware
4 10 (19.61%) SaltStack
5 5 (9.80%) Red Hat
6 4 (7.84%) Altiris
6 4 (7.84%) Sybase
7 3 (5.88%) Cloudera
8 2 (3.92%) Hortonworks
8 2 (3.92%) HP
8 2 (3.92%) MapR
8 2 (3.92%) Splunk
9 1 (1.96%) BMC
9 1 (1.96%) Cisco
9 1 (1.96%) Citrix
9 1 (1.96%) CommVault
9 1 (1.96%) EMC
9 1 (1.96%) IBM
9 1 (1.96%) Informatica
9 1 (1.96%) NetApp