Period
to 9 July 2020

The following table provides summary statistics for contract job vacancies advertised in London 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 9 July 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
England > London
6 months to
9 Jul 2020
Same period 2019 Same period 2018
Rank 351 538 481
Rank change year-on-year +187 -57 +10
Contract jobs citing Kerberos 43 64 157
As % of all contract jobs advertised in London 0.24% 0.15% 0.34%
As % of the Communications & Networking category 2.26% 1.48% 2.76%
Number of daily rates quoted 39 51 97
Median daily rate £525 £600 £550
Median daily rate % change year-on-year -12.50% +9.09% -
10th Percentile £458 £520 £390
90th Percentile £626 £763 £650
England median daily rate £525 £572 £525
% change year-on-year -8.22% +8.95% -4.55%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £35.00
England median hourly rate £61.00 - £52.50

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 London with a requirement for communications or computer networking skills.

All Communications and Computer Networking Skills
London
Contract vacancies with a requirement for communications or computer networking skills 1,906 4,332 5,682
As % of all contract IT jobs advertised in London 10.81% 10.41% 12.21%
Number of daily rates quoted 1,230 2,916 3,936
Median daily rate £459 £475 £450
Median daily rate % change year-on-year -3.42% +5.56% -
10th Percentile £250 £213 £213
90th Percentile £660 £650 £632
England median daily rate £438 £430 £425
% change year-on-year +1.74% +1.18% +2.41%
Number of hourly rates quoted 59 103 167
Median hourly rate £35.00 £22.00 £20.00
Median hourly rate % change year-on-year +59.09% +10.00% -9.09%
10th Percentile £16.65 £14.06 £14.00
90th Percentile £51.90 £52.50 £47.83
Median hourly rate £27.50 £21.00 £20.00
% change year-on-year +30.95% +5.00% +5.26%

Kerberos
Job Vacancy Trend in London

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

Job vacancy trend for Kerberos in London

Kerberos
Contractor Daily Rate Trend in London

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

Daily rate trend for Kerberos in London

Kerberos
Daily Rate Histogram in London

Daily rate distribution for jobs citing Kerberos in London over the 6 months to 9 July 2020.

Daily rate histogram for Kerberos in London

Kerberos
Contractor Hourly Rate Trend in London

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

Hourly rate trend for Kerberos in London

Kerberos
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Kerberos within the London region over the 6 months to 9 July 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
Central London +113 7 £525 -8.70% 1
West London - 5 £575 -
East London +48 4 £665 +16.26%
South London +27 2 £536 -17.50%
Kerberos
England

For the 6 months to 9 July 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 London region with a requirement for Kerberos.

1 24 (55.81%) Active Directory
2 22 (51.16%) LDAP
3 20 (46.51%) PowerShell
3 20 (46.51%) Azure
3 20 (46.51%) DevOps
4 18 (41.86%) Python
5 17 (39.53%) Ansible
6 16 (37.21%) SharePoint
7 15 (34.88%) Docker
7 15 (34.88%) Kubernetes
8 14 (32.56%) Terraform
8 14 (32.56%) Hadoop
8 14 (32.56%) Linux
8 14 (32.56%) Java
8 14 (32.56%) Microsoft
9 13 (30.23%) SSL
9 13 (30.23%) C#
9 13 (30.23%) .NET
9 13 (30.23%) Windows
9 13 (30.23%) AWS
9 13 (30.23%) Bash Shell
10 12 (27.91%) Big Data
10 12 (27.91%) Agile Software Development
10 12 (27.91%) Infrastructure as Code
11 11 (25.58%) HBase
12 10 (23.26%) PaaS
12 10 (23.26%) Open Source
12 10 (23.26%) Apache
12 10 (23.26%) SQL Server
13 9 (20.93%) IIS

Kerberos
Co-occurring IT Skills in London 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 16 (37.21%) SharePoint
2 10 (23.26%) Apache
3 9 (20.93%) IIS
4 8 (18.60%) Confluence
5 7 (16.28%) Apache Spark
5 7 (16.28%) SharePoint 2010
5 7 (16.28%) SharePoint 2013
6 4 (9.30%) Elasticsearch
6 4 (9.30%) nginx
7 2 (4.65%) CMS
7 2 (4.65%) SharePoint Server
8 1 (2.33%) Apache Pig
8 1 (2.33%) Apache Solr
8 1 (2.33%) SAS
Applications
1 2 (4.65%) Microsoft Office
2 1 (2.33%) Chatbot
2 1 (2.33%) Microsoft Excel
Business Applications
1 1 (2.33%) Oracle EBS
Cloud Services
1 20 (46.51%) Azure
2 13 (30.23%) AWS
3 10 (23.26%) PaaS
4 8 (18.60%) GCP
5 6 (13.95%) GitHub
5 6 (13.95%) SaaS
6 5 (11.63%) IaaS
6 5 (11.63%) Office 365
7 4 (9.30%) Azure Active Directory
7 4 (9.30%) OpenShift
8 2 (4.65%) Cloud Computing
8 2 (4.65%) NuGet
Communications & Networking
1 13 (30.23%) SSL
2 9 (20.93%) Firewall
2 9 (20.93%) Internet
3 5 (11.63%) HTTP
3 5 (11.63%) HTTPS
3 5 (11.63%) VPN
4 3 (6.98%) DNS
5 2 (4.65%) Intranet
5 2 (4.65%) TCP/IP
6 1 (2.33%) BIG-IP
6 1 (2.33%) DHCP
6 1 (2.33%) SAN
6 1 (2.33%) VLAN
6 1 (2.33%) Wireshark
Database & Business Intelligence
1 14 (32.56%) Hadoop
2 12 (27.91%) Big Data
3 11 (25.58%) HBase
4 10 (23.26%) SQL Server
5 8 (18.60%) Sqoop
6 7 (16.28%) Apache Hive
7 6 (13.95%) NoSQL
7 6 (13.95%) PostgreSQL
8 5 (11.63%) Apache Cassandra
8 5 (11.63%) Flink
8 5 (11.63%) JanusGraph
8 5 (11.63%) MySQL
8 5 (11.63%) Sybase ASE
9 4 (9.30%) MariaDB
10 2 (4.65%) Impala
10 2 (4.65%) MongoDB
10 2 (4.65%) SQL Server Analysis Services
10 2 (4.65%) SQL Server Reporting Services
11 1 (2.33%) Data Warehouse
11 1 (2.33%) RDBMS
Development Applications
1 8 (18.60%) JIRA
2 7 (16.28%) TeamCity
3 6 (13.95%) Jenkins
3 6 (13.95%) Subversion
4 5 (11.63%) Artifactory
5 3 (6.98%) Git (software)
6 2 (4.65%) Atlassian Bamboo
6 2 (4.65%) Bitbucket
6 2 (4.65%) FishEye
6 2 (4.65%) Serena SBM
6 2 (4.65%) SonarQube
6 2 (4.65%) Sonatype Nexus
7 1 (2.33%) Maven
7 1 (2.33%) Octopus Deploy
General
1 8 (18.60%) Finance
2 6 (13.95%) Public Sector
3 4 (9.30%) Banking
4 2 (4.65%) International Banking
4 2 (4.65%) Law
4 2 (4.65%) Legal
5 1 (2.33%) Investment Banking
5 1 (2.33%) Retail
5 1 (2.33%) Telecoms
Job Titles
1 13 (30.23%) DevOps Engineer
2 9 (20.93%) Senior DevOps
2 9 (20.93%) Senior DevOps Engineer
3 8 (18.60%) Consultant
4 7 (16.28%) Big Data Engineer
4 7 (16.28%) SharePoint Consultant
5 5 (11.63%) Administrator
5 5 (11.63%) Azure Engineer
6 4 (9.30%) Active Directory Engineer
6 4 (9.30%) Developer
6 4 (9.30%) Site Engineer
6 4 (9.30%) Site Reliability Engineer
7 3 (6.98%) Architect
7 3 (6.98%) Data Engineer
7 3 (6.98%) Full Stack Developer
7 3 (6.98%) Windows Engineer
8 2 (4.65%) Applications Support
8 2 (4.65%) Security Consultant
8 2 (4.65%) Systems Engineer
8 2 (4.65%) Windows Systems Engineer
Libraries, Frameworks & Software Standards
1 22 (51.16%) LDAP
2 13 (30.23%) .NET
3 8 (18.60%) Elastic Stack
3 8 (18.60%) HTML
4 6 (13.95%) ASP.NET
4 6 (13.95%) Kafka
4 6 (13.95%) Node.js
4 6 (13.95%) OAuth
4 6 (13.95%) SAML
5 5 (11.63%) .NET Core
6 4 (9.30%) AngularJS
6 4 (9.30%) ASP.NET Web API
6 4 (9.30%) CSS
6 4 (9.30%) CSS3
6 4 (9.30%) Dapper ORM
6 4 (9.30%) LAMP
6 4 (9.30%) LAPP Stack
6 4 (9.30%) LEMP Stack
6 4 (9.30%) RxJS
6 4 (9.30%) Twitter Bootstrap
Miscellaneous
1 6 (13.95%) Public Cloud
2 5 (11.63%) Cloud Native
2 5 (11.63%) Data Centre
3 4 (9.30%) Analytical Skills
4 2 (4.65%) Management Information System
4 2 (4.65%) PKI
4 2 (4.65%) Replication
4 2 (4.65%) Self-Motivation
5 1 (2.33%) Algorithms
5 1 (2.33%) Clustering
5 1 (2.33%) Enterprise Software
5 1 (2.33%) Private Cloud
5 1 (2.33%) User Experience
5 1 (2.33%) Virtual Team
Operating Systems
1 14 (32.56%) Linux
2 13 (30.23%) Windows
3 8 (18.60%) Windows Server
4 6 (13.95%) Windows Server 2012
5 5 (11.63%) Unix
5 5 (11.63%) Windows 10
6 3 (6.98%) Windows Server 2008
7 2 (4.65%) Red Hat Enterprise Linux
7 2 (4.65%) Windows Server 2016
8 1 (2.33%) Solaris
Processes & Methodologies
1 20 (46.51%) DevOps
2 12 (27.91%) Agile Software Development
2 12 (27.91%) Infrastructure as Code
3 10 (23.26%) Open Source
4 9 (20.93%) Microservices
4 9 (20.93%) Security Management
5 8 (18.60%) Migration
5 8 (18.60%) Software Engineering
6 7 (16.28%) Data Management
6 7 (16.28%) Proactive Monitoring
6 7 (16.28%) Security Patching
7 6 (13.95%) Configuration Management
7 6 (13.95%) Information Security
8 5 (11.63%) Change Management
8 5 (11.63%) Continuous Integration
8 5 (11.63%) ITIL
8 5 (11.63%) Machine Learning
8 5 (11.63%) Mathematics
8 5 (11.63%) Root Cause Analysis
8 5 (11.63%) Vulnerability Scanning
Programming Languages
1 20 (46.51%) PowerShell
2 18 (41.86%) Python
3 14 (32.56%) Java
4 13 (30.23%) Bash Shell
4 13 (30.23%) C#
5 7 (16.28%) SQL
6 6 (13.95%) Ruby
7 4 (9.30%) C++
7 4 (9.30%) JavaScript
7 4 (9.30%) TypeScript
7 4 (9.30%) VBScript
8 3 (6.98%) Scala
9 2 (4.65%) Groovy
9 2 (4.65%) Perl
9 2 (4.65%) T-SQL
10 1 (2.33%) Go
10 1 (2.33%) Java 8
10 1 (2.33%) PL/SQL
Qualifications
1 6 (13.95%) Microsoft Certification
1 6 (13.95%) SC Cleared
1 6 (13.95%) Security Cleared
2 5 (11.63%) MCSE
3 4 (9.30%) MCITP
4 3 (6.98%) Degree
5 2 (4.65%) DV Cleared
6 1 (2.33%) CCNA
6 1 (2.33%) Cisco Certification
6 1 (2.33%) Computer Science Degree
Quality Assurance & Compliance
1 4 (9.30%) SLA
2 3 (6.98%) Data Quality
3 2 (4.65%) GDPR
3 2 (4.65%) ISO/IEC 27001
4 1 (2.33%) Sarbanes-Oxley
System Software
1 24 (55.81%) Active Directory
2 15 (34.88%) Docker
3 7 (16.28%) HDFS
4 3 (6.98%) VMware ESXi
4 3 (6.98%) VMware Infrastructure
5 1 (2.33%) Apache Flume
5 1 (2.33%) Apache ZooKeeper
5 1 (2.33%) Oracle RAC
5 1 (2.33%) VMware NSX
Systems Management
1 17 (39.53%) Ansible
2 15 (34.88%) Kubernetes
3 14 (32.56%) Terraform
4 7 (16.28%) Single Sign-On
5 6 (13.95%) Ambari
5 6 (13.95%) Oozie
5 6 (13.95%) Puppet
5 6 (13.95%) SCOM
6 5 (11.63%) Hadoop YARN
6 5 (11.63%) Opscode Chef
6 5 (11.63%) SCCM
7 4 (9.30%) Kibana
7 4 (9.30%) logstash
8 3 (6.98%) Tivoli Storage Manager
9 2 (4.65%) Control-M
9 2 (4.65%) Prometheus
9 2 (4.65%) QRadar
9 2 (4.65%) Tivoli
10 1 (2.33%) Consul
10 1 (2.33%) Enterprise Manager Cloud Control
Vendors
1 14 (32.56%) Microsoft
2 9 (20.93%) Cloudera
3 7 (16.28%) F5
3 7 (16.28%) Oracle
3 7 (16.28%) Sybase
4 6 (13.95%) Hortonworks
5 5 (11.63%) SaltStack
6 4 (9.30%) VMware
7 3 (6.98%) EMC
7 3 (6.98%) Splunk
8 2 (4.65%) Atlassian
8 2 (4.65%) BMC
8 2 (4.65%) CyberArk
8 2 (4.65%) Hitachi
8 2 (4.65%) IBM
8 2 (4.65%) Informatica
8 2 (4.65%) Qualys
8 2 (4.65%) Red Hat
8 2 (4.65%) Serena
8 2 (4.65%) ServiceNow