Period
to 16 August 2018

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 16 August 2018 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
16 Aug 2018
Same period 2017 Same period 2016
Rank 439 463 552
Rank change year-on-year +24 +89 -14
Contract jobs citing Kerberos 188 154 72
As % of all contract IT jobs advertised in London 0.41% 0.36% 0.16%
As % of the Communications & Networking category 3.38% 3.13% 1.18%
Number of daily rates quoted 125 109 52
London median daily rate £600 £550 £500
Median daily rate % change year-on-year +9.09% +10.00% -
10th Percentile £450 £413 £364
90th Percentile £650 £708 £724
England median daily rate £550 £550 £380
% change year-on-year - +44.74% -17.57%
Number of hourly rates quoted 1 0 0
London median hourly rate £35.00 - -
England median hourly rate £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 5,558 4,917 6,126
As % of all contract IT jobs advertised in London 12.21% 11.51% 13.51%
Number of daily rates quoted 3,861 3,259 4,124
London median daily rate £450 £450 £440
Median daily rate % change year-on-year - +2.27% +10.00%
10th Percentile £206 £230 £250
90th Percentile £638 £625 £600
England median daily rate £425 £415 £400
% change year-on-year +2.41% +3.75% +6.67%
Number of hourly rates quoted 162 136 102
London median hourly rate £20.02 £19.67 £19.23
Median hourly rate % change year-on-year +1.77% +2.28% -2.46%
10th Percentile £14.00 £12.25 £10.50
90th Percentile £52.50 £49.60 £48.76
England median hourly rate £20.00 £18.00 £25.00
% change year-on-year +11.11% -28.00% +21.95%

Kerberos
Job Vacancy Trend in London

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

Job vacancy trend for Kerberos in London

Kerberos
Contractor Daily Rate Trend in London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Kerberos in London.

Contractor daily rate trend for Kerberos in London

Kerberos
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Kerberos in London over the 6 months to 16 August 2018.

Contractor daily rate histogram for Kerberos in London

Kerberos
Contractor Hourly Rate Trend in London

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Kerberos in London.

Contractor 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 16 August 2018. 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 -3 29 £537 -2.32%
South London -57 13 £450 -25.00% 1
East London -10 7 £650 +22.07% 1
North London - 1 - -
Kerberos
England

For the 6 months to 16 August 2018, 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 83 (44.15%) LDAP
2 78 (41.49%) Java
3 76 (40.43%) Big Data
4 75 (39.89%) Linux
5 67 (35.64%) SAML
5 67 (35.64%) Ansible
6 65 (34.57%) Hadoop
7 60 (31.91%) HBase
7 60 (31.91%) Apache Spark
8 58 (30.85%) DevOps
9 56 (29.79%) Kafka
10 51 (27.13%) HDFS
11 49 (26.06%) Amazon AWS
12 48 (25.53%) Finance
12 48 (25.53%) SQL
12 48 (25.53%) Python
12 48 (25.53%) Agile Software Development
13 46 (24.47%) SSL
14 44 (23.40%) Apache Hive
15 43 (22.87%) Single Sign-On
16 42 (22.34%) Docker
17 37 (19.68%) Apache Solr
17 37 (19.68%) JIRA
18 36 (19.15%) Unix
18 36 (19.15%) Windows
18 36 (19.15%) Active Directory
19 35 (18.62%) Identity Management
19 35 (18.62%) Problem-Solving
20 33 (17.55%) PKI
20 33 (17.55%) CA Single Sign-On

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 60 (31.91%) Apache Spark
2 37 (19.68%) Apache Solr
3 32 (17.02%) Apache
4 30 (15.96%) Tomcat
5 26 (13.83%) nginx
6 22 (11.70%) Confluence
7 16 (8.51%) IIS
8 11 (5.85%) Elasticsearch
9 7 (3.72%) SharePoint
10 5 (2.66%) Apache Pig
11 3 (1.60%) JBoss
11 3 (1.60%) K2 blackpearl
11 3 (1.60%) SharePoint 2013
12 2 (1.06%) OpenStack
12 2 (1.06%) SAS
13 1 (0.53%) Apache Airflow
13 1 (0.53%) CMS
13 1 (0.53%) Drupal
13 1 (0.53%) Jupyter
13 1 (0.53%) SharePoint Server
Applications
1 13 (6.91%) Microsoft Excel
1 13 (6.91%) Microsoft Project
2 10 (5.32%) Microsoft PowerPoint
3 3 (1.60%) MS Visio
Business Applications
1 2 (1.06%) Advent Portfolio Exchange
Cloud Services
1 49 (26.06%) Amazon AWS
2 12 (6.38%) Microsoft Azure
3 11 (5.85%) PaaS
4 7 (3.72%) Amazon S3
5 6 (3.19%) Cloud Computing
6 4 (2.13%) Azure Active Directory
6 4 (2.13%) GitHub
6 4 (2.13%) IaaS
6 4 (2.13%) Office 365
6 4 (2.13%) SaaS
7 3 (1.60%) Dropbox
7 3 (1.60%) G Suite
7 3 (1.60%) Google Cloud Platform
7 3 (1.60%) OneDrive
8 2 (1.06%) Mimecast
9 1 (0.53%) AWS CloudFormation
9 1 (0.53%) OpenShift
9 1 (0.53%) Yarn
Communications & Networking
1 46 (24.47%) SSL
2 15 (7.98%) DNS
3 10 (5.32%) Firewall
4 9 (4.79%) VPN
5 8 (4.26%) HTTP
6 7 (3.72%) HTTPS
7 6 (3.19%) SCCP
8 5 (2.66%) DHCP
8 5 (2.66%) Reverse Proxy
8 5 (2.66%) SAN
9 4 (2.13%) TCP/IP
10 3 (1.60%) DMZ
10 3 (1.60%) Internet
10 3 (1.60%) Network Security
10 3 (1.60%) Wireshark
11 2 (1.06%) Cisco ASA
11 2 (1.06%) Cisco ISE
11 2 (1.06%) DKIM
11 2 (1.06%) DMARC
11 2 (1.06%) NAS
Database & Business Intelligence
1 76 (40.43%) Big Data
2 65 (34.57%) Hadoop
3 60 (31.91%) HBase
4 44 (23.40%) Apache Hive
5 27 (14.36%) SQL Server
6 23 (12.23%) Apache Cassandra
6 23 (12.23%) PostgreSQL
7 18 (9.57%) NoSQL
7 18 (9.57%) Relational Database
8 17 (9.04%) Sqoop
9 14 (7.45%) MongoDB
10 11 (5.85%) MySQL
11 8 (4.26%) Data Warehouse
11 8 (4.26%) Impala
11 8 (4.26%) Power BI
12 7 (3.72%) Cloudera CDH
13 6 (3.19%) Amazon Redshift
13 6 (3.19%) Data Lake
13 6 (3.19%) Data Mining
13 6 (3.19%) Parquet
Development Applications
1 37 (19.68%) JIRA
2 26 (13.83%) Git (software)
3 25 (13.30%) Artifactory
4 24 (12.77%) Bitbucket
4 24 (12.77%) Jenkins
5 15 (7.98%) Maven
6 12 (6.38%) Cucumber
7 11 (5.85%) IntelliJ
8 8 (4.26%) Subversion
9 6 (3.19%) FishEye
10 5 (2.66%) Eclipse
11 2 (1.06%) GitLab
11 2 (1.06%) Sonatype Nexus
11 2 (1.06%) Vagrant
12 1 (0.53%) Team Foundation Server
12 1 (0.53%) TeamCity
12 1 (0.53%) TestRail
General
1 48 (25.53%) Finance
2 28 (14.89%) Banking
3 9 (4.79%) Investment Banking
4 6 (3.19%) Front Office
4 6 (3.19%) Games
5 3 (1.60%) Legal
6 1 (0.53%) Advertising
6 1 (0.53%) Financial Institution
6 1 (0.53%) Retail
Job Titles
1 63 (33.51%) Developer
2 35 (18.62%) Java Developer
3 29 (15.43%) Architect
4 27 (14.36%) Big Data Engineer
5 23 (12.23%) Data Engineer
6 21 (11.17%) Security Architect
7 19 (10.11%) Big Data Developer
8 16 (8.51%) Consultant
9 15 (7.98%) Linux Engineer
10 14 (7.45%) Senior Developer
11 13 (6.91%) Senior Java Developer
11 13 (6.91%) Unix Engineer
12 12 (6.38%) Unix Linux Engineer
13 10 (5.32%) Administrator
13 10 (5.32%) DevOps Engineer
13 10 (5.32%) Support Engineer
14 8 (4.26%) Cybersecurity Architect
15 7 (3.72%) SOA Developer
16 6 (3.19%) Active Directory Engineer
16 6 (3.19%) Hadoop Developer
Libraries, Frameworks & Software Standards
1 83 (44.15%) LDAP
2 67 (35.64%) SAML
3 56 (29.79%) Kafka
4 23 (12.23%) REST
5 22 (11.70%) SPNEGO
5 22 (11.70%) Spring
6 17 (9.04%) XML
7 16 (8.51%) WCF
8 14 (7.45%) .NET
9 13 (6.91%) SailPoint
9 13 (6.91%) Spring Boot
10 12 (6.38%) Drools
10 12 (6.38%) Windows Identity Foundation
11 11 (5.85%) HTML
11 11 (5.85%) OAuth
12 10 (5.32%) HTML5
12 10 (5.32%) J2EE
12 10 (5.32%) Web Services
13 9 (4.79%) Apache Camel
13 9 (4.79%) DAO
Miscellaneous
1 33 (17.55%) PKI
2 17 (9.04%) Analytical Skills
3 16 (8.51%) Algorithms
4 8 (4.26%) Computer Science
5 7 (3.72%) Data Centre
6 6 (3.19%) Data Structures
6 6 (3.19%) Fintech
7 5 (2.66%) Grid Computing
8 4 (2.13%) Fixed Income
8 4 (2.13%) Management Information System
8 4 (2.13%) Self-Motivation
8 4 (2.13%) Smartcard
9 3 (1.60%) Mobile App
10 2 (1.06%) Clustering
10 2 (1.06%) Hedge funds
10 2 (1.06%) Private Cloud
10 2 (1.06%) Public Cloud
10 2 (1.06%) Replication
10 2 (1.06%) Security Operations Centre
11 1 (0.53%) Equities
Operating Systems
1 75 (39.89%) Linux
2 36 (19.15%) Unix
2 36 (19.15%) Windows
3 19 (10.11%) Red Hat Enterprise Linux
3 19 (10.11%) Ubuntu
4 15 (7.98%) Windows Server
5 11 (5.85%) Windows Server 2008
6 6 (3.19%) Windows Server 2012
7 4 (2.13%) CentOS
8 3 (1.60%) Apple iOS
8 3 (1.60%) Mac OS
9 1 (0.53%) Android
9 1 (0.53%) Oracle Linux
9 1 (0.53%) Solaris
9 1 (0.53%) Windows 7
9 1 (0.53%) Windows Server 2003
Processes & Methodologies
1 58 (30.85%) DevOps
2 48 (25.53%) Agile Software Development
3 35 (18.62%) Identity Management
3 35 (18.62%) Problem-Solving
4 27 (14.36%) SOA
5 23 (12.23%) ETL
6 22 (11.70%) Project Management
7 21 (11.17%) Continuous Integration
7 21 (11.17%) Identity Access Management
8 20 (10.64%) ITIL
9 19 (10.11%) Analytics
9 19 (10.11%) Capacity Management
10 17 (9.04%) Microservices
10 17 (9.04%) Task Automation
11 16 (8.51%) API Development
12 15 (7.98%) Coaching
12 15 (7.98%) Open Source
12 15 (7.98%) Security Testing
13 14 (7.45%) Business Intelligence
13 14 (7.45%) Security Architecture
Programming Languages
1 78 (41.49%) Java
2 48 (25.53%) Python
2 48 (25.53%) SQL
3 32 (17.02%) Java 8
4 20 (10.64%) Bash Shell
5 16 (8.51%) Perl
6 13 (6.91%) C#
7 12 (6.38%) PowerShell
7 12 (6.38%) Scala
8 8 (4.26%) C++
9 7 (3.72%) JavaScript
10 6 (3.19%) R
11 4 (2.13%) Shell Script
12 3 (1.60%) C
12 3 (1.60%) Ruby
13 2 (1.06%) Gremlin
14 1 (0.53%) ES6
14 1 (0.53%) TypeScript
14 1 (0.53%) VBScript
Qualifications
1 30 (15.96%) Security Cleared
2 27 (14.36%) SC Cleared
3 10 (5.32%) Degree
4 7 (3.72%) Computer Science Degree
4 7 (3.72%) Microsoft Certification
5 6 (3.19%) CESG Certified Professional
6 5 (2.66%) Numerate Degree
7 4 (2.13%) MCSE
8 3 (1.60%) DV Cleared
9 1 (0.53%) CCA
9 1 (0.53%) CCNA
9 1 (0.53%) Cisco Certification
9 1 (0.53%) MCITP
9 1 (0.53%) RHCA
9 1 (0.53%) RHCE
9 1 (0.53%) RHCSA
Quality Assurance & Compliance
1 5 (2.66%) Data Quality
1 5 (2.66%) ISO/IEC 27001
2 4 (2.13%) GDPR
3 3 (1.60%) SLA
4 2 (1.06%) ISO/IEC 27005
4 2 (1.06%) NIST 800
5 1 (0.53%) HIPAA
5 1 (0.53%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
5 1 (0.53%) PMO
5 1 (0.53%) QA
5 1 (0.53%) Sarbanes-Oxley
5 1 (0.53%) WCAG
System Software
1 51 (27.13%) HDFS
2 42 (22.34%) Docker
3 36 (19.15%) Active Directory
4 18 (9.57%) Apache ZooKeeper
5 8 (4.26%) Apache Flume
6 4 (2.13%) VMware Infrastructure
7 3 (1.60%) NFS
7 3 (1.60%) VMware ESXi
8 2 (1.06%) OpenAM
8 2 (1.06%) Squid
8 2 (1.06%) vCloud
9 1 (0.53%) etcd
9 1 (0.53%) Hyper-V
9 1 (0.53%) KVM
9 1 (0.53%) LXC
9 1 (0.53%) OpenDJ
9 1 (0.53%) OpenIDM
9 1 (0.53%) Samba
9 1 (0.53%) Virtual Machines
9 1 (0.53%) VirtualBox
Systems Management
1 67 (35.64%) Ansible
2 43 (22.87%) Single Sign-On
3 33 (17.55%) CA Single Sign-On
4 30 (15.96%) Hadoop YARN
4 30 (15.96%) Oozie
5 18 (9.57%) Kubernetes
6 15 (7.98%) Terraform
7 11 (5.85%) Ambari
7 11 (5.85%) Puppet
8 8 (4.26%) Opscode Chef
9 7 (3.72%) Apache Slider
9 7 (3.72%) HP Fortify
10 6 (3.19%) Salt
11 5 (2.66%) CASB
12 3 (1.60%) DatAdvantage
12 3 (1.60%) McAfee ePO
13 2 (1.06%) Consul
13 2 (1.06%) FreeIPA
13 2 (1.06%) Grafana
13 2 (1.06%) Red Hat Spacewalk
Vendors
1 31 (16.49%) Hortonworks
2 25 (13.30%) Red Hat
3 24 (12.77%) Microsoft
4 22 (11.70%) CA
5 21 (11.17%) BMC
5 21 (11.17%) Tableau
6 20 (10.64%) Axway
7 16 (8.51%) Centrify
7 16 (8.51%) Cloudera
8 14 (7.45%) ForgeRock
9 13 (6.91%) ServiceNow
10 12 (6.38%) Google
11 11 (5.85%) Oracle
12 9 (4.79%) TIBCO
13 7 (3.72%) Cisco
13 7 (3.72%) MapR
13 7 (3.72%) SaltStack
14 6 (3.19%) EMC
14 6 (3.19%) Splunk
14 6 (3.19%) VMware