Period
to

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 1 July 2022 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
1 Jul 2022
Same period 2021 Same period 2020
Rank 508 446 356
Rank change year-on-year -62 -90 +186
Contract jobs citing Kerberos 78 58 46
As % of all contract jobs advertised in London 0.20% 0.21% 0.26%
As % of the Communications & Networking category 2.03% 2.29% 2.42%
Number of daily rates quoted 60 46 40
10th Percentile £488 £406 £460
25th Percentile £524 £453 £489
Median daily rate (50th Percentile) £613 £621 £550
Median % change year-on-year -1.29% +12.82% -8.33%
75th Percentile £775 £656 £595
90th Percentile £800 £674 £680
England median daily rate £575 £575 £533
% change year-on-year - +7.98% -4.91%
Number of hourly rates quoted 0 1 0
Median hourly rate - £60.00 -
England median hourly rate £60.00 £61.50 £61.00
% change year-on-year -2.44% +0.82% -

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 3,839 2,532 1,901
As % of all contract IT jobs advertised in London 9.69% 9.22% 10.84%
Number of daily rates quoted 2,726 1,745 1,310
10th Percentile £313 £300 £250
25th Percentile £450 £400 £363
Median daily rate (50th Percentile) £550 £500 £459
Median % change year-on-year +10.00% +8.99% -3.42%
75th Percentile £655 £600 £575
90th Percentile £750 £690 £663
England median daily rate £500 £450 £440
% change year-on-year +11.11% +2.27% +1.79%
Number of hourly rates quoted 89 24 49
10th Percentile £16.25 £14.68 £15.10
25th Percentile £23.91 £20.94 £19.75
Median hourly rate £27.50 £33.25 £41.50
Median % change year-on-year -17.29% -19.88% +93.02%
75th Percentile £44.50 £51.44 £47.83
90th Percentile £67.50 £75.10 £53.75
England median hourly rate £25.00 £23.21 £21.69
% change year-on-year +7.71% +7.02% +8.44%

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 1 July 2022.

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 1 July 2022. 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
Jobs
Central London -35 11 £570 +16.98%
East London -9 2 £702 +8.00%
Kerberos
England

For the 6 months to 1 July 2022, 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 42 (53.85%) Python
2 38 (48.72%) Linux
3 35 (44.87%) Active Directory
4 31 (39.74%) LDAP
4 31 (39.74%) Ansible
5 27 (34.62%) Finance
6 25 (32.05%) DevOps
7 21 (26.92%) Agile
8 19 (24.36%) Microsoft
8 19 (24.36%) Azure
9 18 (23.08%) Java
9 18 (23.08%) SQL
10 17 (21.79%) Oracle
10 17 (21.79%) Social Skills
11 16 (20.51%) AWS
11 16 (20.51%) Git (software)
12 15 (19.23%) Windows
12 15 (19.23%) HTTPS
12 15 (19.23%) Banking
12 15 (19.23%) Docker
12 15 (19.23%) CI/CD
13 14 (17.95%) Software Engineering
13 14 (17.95%) JIRA
13 14 (17.95%) Red Hat Enterprise Linux
14 13 (16.67%) NFS
14 13 (16.67%) SQL Server
15 12 (15.38%) DNS
15 12 (15.38%) Apache
15 12 (15.38%) IBM
15 12 (15.38%) Migration

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 12 (15.38%) Apache
2 11 (14.10%) Confluence
3 9 (11.54%) Apache Spark
4 8 (10.26%) SharePoint
5 6 (7.69%) WebSphere
6 5 (6.41%) nginx
7 4 (5.13%) Apache Solr
7 4 (5.13%) Tomcat
8 3 (3.85%) IIS
9 2 (2.56%) Cloud Foundry
9 2 (2.56%) Jupyter
10 1 (1.28%) Apache Airflow
10 1 (1.28%) CMS
10 1 (1.28%) SharePoint Server
Applications
1 4 (5.13%) Microsoft Office
2 3 (3.85%) Microsoft Excel
2 3 (3.85%) Microsoft PowerPoint
2 3 (3.85%) Microsoft Project
Cloud Services
1 19 (24.36%) Azure
2 16 (20.51%) AWS
3 10 (12.82%) GitHub
4 8 (10.26%) IaaS
4 8 (10.26%) PaaS
5 7 (8.97%) GCP
5 7 (8.97%) Nutanix
6 6 (7.69%) Cloud Computing
6 6 (7.69%) OpenShift
6 6 (7.69%) SaaS
7 5 (6.41%) Azure DevOps
8 3 (3.85%) Apigee
8 3 (3.85%) Snowflake
9 2 (2.56%) AWS CloudFormation
9 2 (2.56%) Rubrik
10 1 (1.28%) Amazon S3
10 1 (1.28%) Kong
10 1 (1.28%) Microsoft 365
10 1 (1.28%) NuGet
Communications & Networking
1 15 (19.23%) HTTPS
2 12 (15.38%) DNS
3 6 (7.69%) TCP/IP
4 5 (6.41%) SSL
5 3 (3.85%) Firewall
6 2 (2.56%) HTTP
6 2 (2.56%) Intrusion Detection
6 2 (2.56%) Network Security
7 1 (1.28%) FCAPS
7 1 (1.28%) Internet
7 1 (1.28%) Intranet
7 1 (1.28%) NAS
7 1 (1.28%) SSH
7 1 (1.28%) X.500
Database & Business Intelligence
1 13 (16.67%) SQL Server
2 8 (10.26%) PostgreSQL
3 7 (8.97%) MongoDB
4 6 (7.69%) Data Warehouse
4 6 (7.69%) Metadata
4 6 (7.69%) Oracle Database
5 5 (6.41%) Apache Hive
5 5 (6.41%) Data Lake
5 5 (6.41%) Flink
5 5 (6.41%) Hadoop
5 5 (6.41%) InterSystems Cache
5 5 (6.41%) MySQL
5 5 (6.41%) Parquet
6 4 (5.13%) Apache Cassandra
6 4 (5.13%) Apache Ignite
6 4 (5.13%) Impala
7 3 (3.85%) Oracle Database 11g
7 3 (3.85%) Oracle Database 12c
7 3 (3.85%) Relational Database
7 3 (3.85%) Sybase ASE
Development Applications
1 16 (20.51%) Git (software)
2 14 (17.95%) JIRA
3 9 (11.54%) TeamCity
4 7 (8.97%) Jenkins
4 7 (8.97%) Subversion
5 5 (6.41%) Serena SBM
6 4 (5.13%) Visual Studio Team System
7 3 (3.85%) Oracle Forms
8 2 (2.56%) Cucumber
8 2 (2.56%) Maven
8 2 (2.56%) RSpec
8 2 (2.56%) RStudio
9 1 (1.28%) Atlassian Bamboo
9 1 (1.28%) Bitbucket
9 1 (1.28%) Crucible
9 1 (1.28%) FishEye
9 1 (1.28%) SonarQube
9 1 (1.28%) Sonatype Nexus
General
1 27 (34.62%) Finance
2 17 (21.79%) Social Skills
3 15 (19.23%) Banking
4 6 (7.69%) Analytical Skills
5 5 (6.41%) Public Sector
6 2 (2.56%) International Banking
7 1 (1.28%) Financial Institution
7 1 (1.28%) Legal
7 1 (1.28%) Wholesale Banking
Job Titles
1 14 (17.95%) Linux Engineer
2 11 (14.10%) Developer
3 10 (12.82%) Citrix Engineer
4 9 (11.54%) Consultant
5 8 (10.26%) Alteryx Consultant
6 7 (8.97%) Infrastructure Engineer
7 6 (7.69%) Systems Engineer
8 5 (6.41%) Administrator
8 5 (6.41%) Citrix Systems Engineer
8 5 (6.41%) Java Developer
8 5 (6.41%) Linux Systems Engineer
8 5 (6.41%) Python Developer
9 4 (5.13%) Architect
9 4 (5.13%) Data Architect
9 4 (5.13%) Senior Architect
9 4 (5.13%) Senior Data Architect
9 4 (5.13%) Senior Solutions Architect
9 4 (5.13%) Solutions Architect
10 3 (3.85%) Senior Developer
10 3 (3.85%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 31 (39.74%) LDAP
2 10 (12.82%) REST
3 9 (11.54%) Kafka
4 6 (7.69%) Middleware
4 6 (7.69%) RESTful
4 6 (7.69%) SailPoint
4 6 (7.69%) Web Services
5 5 (6.41%) ADO
5 5 (6.41%) Apache Avro
5 5 (6.41%) Spring
5 5 (6.41%) Twisted
6 4 (5.13%) SAML
6 4 (5.13%) SPNEGO
6 4 (5.13%) Spring Boot
6 4 (5.13%) WebSphere MQ
7 3 (3.85%) JavaFX
7 3 (3.85%) OAuth
7 3 (3.85%) OpenID
7 3 (3.85%) WCF
7 3 (3.85%) Windows Identity Foundation
Miscellaneous
1 8 (10.26%) Replication
2 6 (7.69%) Clustering
3 5 (6.41%) Linux Command Line
4 4 (5.13%) Cloud Native
4 4 (5.13%) Greenfield Project
4 4 (5.13%) N-Tier
4 4 (5.13%) PKI
5 3 (3.85%) Algorithms
5 3 (3.85%) Derivative
5 3 (3.85%) User Experience
6 2 (2.56%) Credit Risk
6 2 (2.56%) Data Structures
6 2 (2.56%) Grid Computing
6 2 (2.56%) Legacy Systems
6 2 (2.56%) Market Risk
6 2 (2.56%) Reinsurance
7 1 (1.28%) Data Centre
7 1 (1.28%) Hedge funds
7 1 (1.28%) Hybrid Cloud
7 1 (1.28%) Public Cloud
Operating Systems
1 38 (48.72%) Linux
2 15 (19.23%) Windows
3 14 (17.95%) Red Hat Enterprise Linux
4 8 (10.26%) Unix
5 7 (8.97%) Solaris
5 7 (8.97%) Windows Server
6 3 (3.85%) CentOS
6 3 (3.85%) SUSE
6 3 (3.85%) Windows Server 2008
7 2 (2.56%) Ubuntu
7 2 (2.56%) VMS
8 1 (1.28%) Debian
8 1 (1.28%) Oracle Linux
8 1 (1.28%) Windows Server 2012
Processes & Methodologies
1 25 (32.05%) DevOps
2 21 (26.92%) Agile
3 15 (19.23%) CI/CD
4 14 (17.95%) Software Engineering
5 12 (15.38%) Migration
6 11 (14.10%) ETL
7 10 (12.82%) Asset Management
7 10 (12.82%) Investment Management
8 8 (10.26%) Infrastructure Engineering
9 7 (8.97%) Data Security
9 7 (8.97%) Infrastructure as Code
9 7 (8.97%) ITIL
10 6 (7.69%) Deployment Automation
10 6 (7.69%) Disaster Recovery
10 6 (7.69%) High Availability
10 6 (7.69%) Identity Management
10 6 (7.69%) Metadata Management
10 6 (7.69%) Problem-Solving
10 6 (7.69%) Requirements Gathering
11 5 (6.41%) Cybersecurity
Programming Languages
1 42 (53.85%) Python
2 18 (23.08%) Java
2 18 (23.08%) SQL
3 11 (14.10%) Bash
4 10 (12.82%) Shell Script
5 8 (10.26%) PowerShell
6 6 (7.69%) C#
6 6 (7.69%) Ruby
7 5 (6.41%) Perl
8 3 (3.85%) Go
8 3 (3.85%) PL/SQL
8 3 (3.85%) T-SQL
9 2 (2.56%) Groovy
9 2 (2.56%) JavaScript
9 2 (2.56%) R
9 2 (2.56%) VBA
10 1 (1.28%) C
10 1 (1.28%) C++
10 1 (1.28%) Kotlin
10 1 (1.28%) Scala
Qualifications
1 10 (12.82%) SC Cleared
1 10 (12.82%) Security Cleared
2 4 (5.13%) Degree
3 3 (3.85%) MBA
3 3 (3.85%) PhD
4 1 (1.28%) DV Cleared
Quality Assurance & Compliance
1 8 (10.26%) GDPR
1 8 (10.26%) SLA
2 7 (8.97%) Sarbanes-Oxley
3 1 (1.28%) QA
System Software
1 35 (44.87%) Active Directory
2 15 (19.23%) Docker
3 13 (16.67%) NFS
4 8 (10.26%) VMware Infrastructure
5 7 (8.97%) VMware ESXi
6 4 (5.13%) Apache ZooKeeper
7 3 (3.85%) Oracle RAC
8 2 (2.56%) Active Directory Lightweight Directory Services
8 2 (2.56%) GridGain
8 2 (2.56%) Veritas File System
8 2 (2.56%) Veritas Volume Manager
9 1 (1.28%) Apache Flume
9 1 (1.28%) Samba
9 1 (1.28%) Sendmail
Systems Management
1 31 (39.74%) Ansible
2 11 (14.10%) Kubernetes
3 10 (12.82%) Grafana
3 10 (12.82%) Prometheus
4 8 (10.26%) Control-M
4 8 (10.26%) Tivoli
5 6 (7.69%) QRadar
5 6 (7.69%) Terraform
6 5 (6.41%) EMC NetWorker
6 5 (6.41%) Oracle Identity Management
6 5 (6.41%) Tivoli Storage Manager
7 4 (5.13%) Hadoop YARN
8 3 (3.85%) CA Single Sign-On
8 3 (3.85%) Data Guard
8 3 (3.85%) Netcool
8 3 (3.85%) Red Hat Satellite
8 3 (3.85%) Single Sign-On
9 2 (2.56%) Oracle Identity Manager
9 2 (2.56%) Puppet
9 2 (2.56%) Tivoli Identity Manager
Vendors
1 19 (24.36%) Microsoft
2 17 (21.79%) Oracle
3 12 (15.38%) CyberArk
3 12 (15.38%) IBM
4 11 (14.10%) Red Hat
4 11 (14.10%) ServiceNow
5 10 (12.82%) BMC
5 10 (12.82%) Citrix
5 10 (12.82%) TOWER Software
6 8 (10.26%) Alteryx
6 8 (10.26%) Splunk
6 8 (10.26%) VMware
7 7 (8.97%) Qualys
8 6 (7.69%) EMC
9 5 (6.41%) Cloudera
9 5 (6.41%) Serena
10 4 (5.13%) Sybase
11 3 (3.85%) CA
11 3 (3.85%) Cisco
11 3 (3.85%) SAP