Period
to

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 29 June 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
UK > England
6 months to
29 Jun 2022
Same period 2021 Same period 2020
Rank 650 561 493
Rank change year-on-year -89 -68 +203
Contract jobs citing Kerberos 115 100 79
As % of all contract jobs advertised in England 0.16% 0.19% 0.22%
As % of the Communications & Networking category 1.38% 1.70% 1.62%
Number of daily rates quoted 89 71 65
10th Percentile £448 £400 £415
25th Percentile £500 £450 £463
Median daily rate (50th Percentile) £575 £575 £533
Median % change year-on-year - +7.98% -4.91%
75th Percentile £704 £653 £625
90th Percentile £800 £675 £650
UK median daily rate £590 £575 £525
% change year-on-year +2.61% +9.52% -4.55%
Number of hourly rates quoted 1 2 1
10th Percentile - £55.65 -
25th Percentile - £56.63 £60.50
Median hourly rate £60.00 £61.50 £61.00
Median % change year-on-year -2.44% +0.82% -
75th Percentile - £64.88 £61.50
90th Percentile - £64.95 -
UK median hourly rate £60.00 £66.00 £53.70
% change year-on-year -9.09% +22.91% -

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 8,325 5,872 4,865
As % of all contract IT jobs advertised in England 11.64% 11.41% 13.25%
Number of daily rates quoted 5,542 3,780 3,014
10th Percentile £230 £225 £200
25th Percentile £388 £350 £325
Median daily rate (50th Percentile) £500 £450 £440
Median % change year-on-year +11.11% +2.27% +1.97%
75th Percentile £620 £545 £538
90th Percentile £700 £650 £638
UK median daily rate £500 £450 £430
% change year-on-year +11.11% +4.65% +1.18%
Number of hourly rates quoted 337 280 227
10th Percentile £15.25 £12.00 £13.50
25th Percentile £16.50 £15.15 £16.00
Median hourly rate £25.00 £23.81 £21.00
Median % change year-on-year +4.99% +13.39% +5.00%
75th Percentile £50.00 £50.00 £44.00
90th Percentile £67.70 £62.00 £52.05
UK median hourly rate £28.50 £25.50 £25.00
% change year-on-year +11.76% +2.00% +19.05%

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 29 June 2022.

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 29 June 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
London -48 78 £613 -0.57% 2
North of England -47 9 £500 -16.67%
South East -44 7 £613 +20.10% 3
East Midlands -17 6 £465 +9.41% 4
Midlands -36 6 £465 +9.41% 6
North West -39 5 £475 -42.42%
South West - 5 £550 - 1
Yorkshire - 4 £500 -
East of England -28 3 £325 -3.70% 1
Kerberos
UK

For the 6 months to 29 June 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 England region with a requirement for Kerberos.

1 59 (51.30%) LDAP
1 59 (51.30%) Active Directory
2 49 (42.61%) Python
3 46 (40.00%) Linux
4 43 (37.39%) Ansible
5 36 (31.30%) Microsoft
6 35 (30.43%) Windows
6 35 (30.43%) Finance
7 33 (28.70%) Azure
8 31 (26.96%) DNS
9 29 (25.22%) Security Cleared
10 27 (23.48%) SC Cleared
10 27 (23.48%) DevOps
11 25 (21.74%) SQL
12 24 (20.87%) Java
12 24 (20.87%) Social Skills
13 23 (20.00%) Agile
14 22 (19.13%) Oracle
14 22 (19.13%) Replication
15 21 (18.26%) Migration
15 21 (18.26%) PKI
15 21 (18.26%) PowerShell
15 21 (18.26%) Red Hat Enterprise Linux
15 21 (18.26%) Git (software)
16 20 (17.39%) AWS
16 20 (17.39%) SQL Server
17 19 (16.52%) IBM
18 18 (15.65%) Apache
18 18 (15.65%) Red Hat
18 18 (15.65%) Windows Server

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 18 (15.65%) Apache
2 11 (9.57%) Confluence
3 10 (8.70%) Apache Spark
4 9 (7.83%) Tomcat
5 8 (6.96%) SharePoint
6 6 (5.22%) WebSphere
7 5 (4.35%) nginx
8 4 (3.48%) Apache Solr
9 3 (2.61%) IIS
10 2 (1.74%) Cloud Foundry
10 2 (1.74%) Jupyter
11 1 (0.87%) Apache Airflow
11 1 (0.87%) CMS
11 1 (0.87%) SharePoint Server
Applications
1 4 (3.48%) Microsoft Office
2 3 (2.61%) Microsoft Excel
2 3 (2.61%) Microsoft PowerPoint
2 3 (2.61%) Microsoft Project
Business Applications
1 1 (0.87%) Cognos Business Intelligence
Cloud Services
1 33 (28.70%) Azure
2 20 (17.39%) AWS
3 12 (10.43%) Azure Active Directory
4 11 (9.57%) GitHub
5 9 (7.83%) GCP
6 8 (6.96%) IaaS
6 8 (6.96%) PaaS
7 7 (6.09%) Nutanix
8 6 (5.22%) Cloud Computing
8 6 (5.22%) OpenShift
8 6 (5.22%) SaaS
9 5 (4.35%) Azure DevOps
10 3 (2.61%) Apigee
10 3 (2.61%) Snowflake
11 2 (1.74%) Amazon EC2
11 2 (1.74%) AWS CloudFormation
11 2 (1.74%) Rubrik
12 1 (0.87%) Amazon S3
12 1 (0.87%) Kong
12 1 (0.87%) Microsoft 365
Communications & Networking
1 31 (26.96%) DNS
2 16 (13.91%) HTTPS
3 10 (8.70%) X.500
4 9 (7.83%) DHCP
5 7 (6.09%) TCP/IP
6 6 (5.22%) SSL
7 3 (2.61%) Firewall
7 3 (2.61%) HTTP
8 2 (1.74%) Intrusion Detection
8 2 (1.74%) Network Security
8 2 (1.74%) SSH
9 1 (0.87%) FCAPS
9 1 (0.87%) FTP
9 1 (0.87%) Internet
9 1 (0.87%) Intranet
9 1 (0.87%) NAS
9 1 (0.87%) SMTP
Database & Business Intelligence
1 20 (17.39%) SQL Server
2 11 (9.57%) Data Warehouse
3 10 (8.70%) Oracle Database
3 10 (8.70%) PostgreSQL
4 8 (6.96%) MongoDB
5 7 (6.09%) Metadata
6 6 (5.22%) Flink
6 6 (5.22%) Hadoop
6 6 (5.22%) MySQL
7 5 (4.35%) Apache Hive
7 5 (4.35%) Apache Ignite
7 5 (4.35%) Data Lake
7 5 (4.35%) InterSystems Cache
7 5 (4.35%) Oracle Database 11g
7 5 (4.35%) Parquet
8 4 (3.48%) Apache Cassandra
8 4 (3.48%) Impala
8 4 (3.48%) OLTP
9 3 (2.61%) RDBMS
9 3 (2.61%) Sybase ASE
Development Applications
1 21 (18.26%) Git (software)
2 14 (12.17%) JIRA
3 9 (7.83%) Jenkins
3 9 (7.83%) TeamCity
4 7 (6.09%) Subversion
5 6 (5.22%) Cucumber
5 6 (5.22%) RSpec
6 5 (4.35%) Serena SBM
6 5 (4.35%) Visual Studio Team System
7 3 (2.61%) Oracle Forms
8 2 (1.74%) Maven
8 2 (1.74%) RStudio
9 1 (0.87%) Atlassian Bamboo
9 1 (0.87%) Bitbucket
9 1 (0.87%) Crucible
9 1 (0.87%) FishEye
9 1 (0.87%) Robot Framework
9 1 (0.87%) SonarQube
9 1 (0.87%) Sonatype Nexus
General
1 35 (30.43%) Finance
2 24 (20.87%) Social Skills
3 16 (13.91%) Analytical Skills
3 16 (13.91%) Banking
4 15 (13.04%) Public Sector
5 3 (2.61%) Retail
6 2 (1.74%) International Banking
7 1 (0.87%) Financial Institution
7 1 (0.87%) Legal
7 1 (0.87%) Organisational Skills
7 1 (0.87%) Wholesale Banking
Job Titles
1 17 (14.78%) Linux Engineer
2 15 (13.04%) Developer
3 12 (10.43%) Infrastructure Engineer
4 11 (9.57%) Consultant
5 10 (8.70%) Architect
5 10 (8.70%) Citrix Engineer
6 8 (6.96%) Alteryx Consultant
7 6 (5.22%) DBA
7 6 (5.22%) Java Developer
7 6 (5.22%) Systems Engineer
8 5 (4.35%) Active Directory Architect
8 5 (4.35%) Active Directory Engineer
8 5 (4.35%) Administrator
8 5 (4.35%) Citrix Systems Engineer
8 5 (4.35%) Linux Systems Engineer
8 5 (4.35%) Oracle DBA
8 5 (4.35%) Python Developer
9 4 (3.48%) Migration Architect
9 4 (3.48%) Senior Java Developer
9 4 (3.48%) Senior Solutions Architect
Libraries, Frameworks & Software Standards
1 59 (51.30%) LDAP
2 10 (8.70%) Kafka
2 10 (8.70%) REST
3 7 (6.09%) RESTful
3 7 (6.09%) Web Services
4 6 (5.22%) Middleware
4 6 (5.22%) SailPoint
4 6 (5.22%) Spring
5 5 (4.35%) ADO
5 5 (4.35%) Apache Avro
5 5 (4.35%) SAML
5 5 (4.35%) Twisted
6 4 (3.48%) SPNEGO
6 4 (3.48%) Spring Boot
6 4 (3.48%) WebSphere MQ
7 3 (2.61%) Apache NiFi
7 3 (2.61%) JavaFX
7 3 (2.61%) OAuth2
7 3 (2.61%) OpenID
7 3 (2.61%) Windows Identity Foundation
Miscellaneous
1 22 (19.13%) Replication
2 21 (18.26%) PKI
3 12 (10.43%) Clustering
4 9 (7.83%) Derivative
5 5 (4.35%) Greenfield Project
5 5 (4.35%) Linux Command Line
5 5 (4.35%) N-Tier
6 4 (3.48%) Algorithms
6 4 (3.48%) Cloud Native
7 3 (2.61%) Market Risk
7 3 (2.61%) User Experience
8 2 (1.74%) Client/Server
8 2 (1.74%) Credit Risk
8 2 (1.74%) Data Centre
8 2 (1.74%) Data Structures
8 2 (1.74%) Grid Computing
8 2 (1.74%) Legacy Systems
8 2 (1.74%) Reinsurance
9 1 (0.87%) Hybrid Cloud
9 1 (0.87%) Virtual Team
Operating Systems
1 46 (40.00%) Linux
2 35 (30.43%) Windows
3 21 (18.26%) Red Hat Enterprise Linux
4 18 (15.65%) Windows Server
5 13 (11.30%) Unix
6 9 (7.83%) Windows Server 2008
7 8 (6.96%) SUSE
8 7 (6.09%) Solaris
8 7 (6.09%) Windows Server 2012
9 6 (5.22%) Debian
9 6 (5.22%) Windows Server 2016
9 6 (5.22%) Windows Server 2019
10 3 (2.61%) CentOS
11 2 (1.74%) Ubuntu
11 2 (1.74%) VMS
12 1 (0.87%) Oracle Linux
Processes & Methodologies
1 27 (23.48%) DevOps
2 23 (20.00%) Agile
3 21 (18.26%) Migration
4 17 (14.78%) CI/CD
5 16 (13.91%) ITIL
6 14 (12.17%) Identity Management
6 14 (12.17%) Infrastructure Engineering
6 14 (12.17%) Software Engineering
7 12 (10.43%) ETL
8 11 (9.57%) Service Delivery
9 10 (8.70%) Asset Management
9 10 (8.70%) Investment Management
9 10 (8.70%) Test Automation
10 8 (6.96%) High Availability
11 7 (6.09%) Infrastructure as Code
11 7 (6.09%) Metadata Management
11 7 (6.09%) Performance Tuning
11 7 (6.09%) Problem-Solving
11 7 (6.09%) Project Delivery
11 7 (6.09%) Requirements Gathering
Programming Languages
1 49 (42.61%) Python
2 25 (21.74%) SQL
3 24 (20.87%) Java
4 21 (18.26%) PowerShell
5 14 (12.17%) Bash
5 14 (12.17%) Shell Script
6 7 (6.09%) Go
6 7 (6.09%) Ruby
7 6 (5.22%) C#
7 6 (5.22%) VB
8 5 (4.35%) Perl
9 4 (3.48%) C
10 3 (2.61%) PL/SQL
10 3 (2.61%) T-SQL
11 2 (1.74%) Groovy
11 2 (1.74%) JavaScript
11 2 (1.74%) R
11 2 (1.74%) VBA
11 2 (1.74%) VBScript
12 1 (0.87%) Clojure
Qualifications
1 29 (25.22%) Security Cleared
2 27 (23.48%) SC Cleared
3 8 (6.96%) MCSE
3 8 (6.96%) Microsoft Certification
4 4 (3.48%) Degree
5 3 (2.61%) MBA
5 3 (2.61%) PhD
6 1 (0.87%) DV Cleared
Quality Assurance & Compliance
1 10 (8.70%) SLA
2 8 (6.96%) GDPR
3 7 (6.09%) Sarbanes-Oxley
4 1 (0.87%) QA
System Software
1 59 (51.30%) Active Directory
2 16 (13.91%) Docker
3 14 (12.17%) NFS
4 11 (9.57%) Active Directory Lightweight Directory Services
5 10 (8.70%) VMware Infrastructure
6 8 (6.96%) VMware ESXi
7 7 (6.09%) Oracle RAC
7 7 (6.09%) Virtual Machines
8 4 (3.48%) Apache ZooKeeper
8 4 (3.48%) Oracle Clusterware
9 3 (2.61%) GridGain
10 2 (1.74%) Veritas File System
10 2 (1.74%) Veritas Volume Manager
11 1 (0.87%) Apache Flume
11 1 (0.87%) KVM
11 1 (0.87%) Samba
11 1 (0.87%) Sendmail
Systems Management
1 43 (37.39%) Ansible
2 17 (14.78%) Active Directory Federation Services
3 12 (10.43%) Kubernetes
4 10 (8.70%) Grafana
4 10 (8.70%) Prometheus
5 9 (7.83%) Single Sign-On
6 8 (6.96%) Control-M
6 8 (6.96%) Tivoli
7 7 (6.09%) Data Guard
7 7 (6.09%) Puppet
7 7 (6.09%) Terraform
8 6 (5.22%) Failover Clustering
8 6 (5.22%) McAfee ePO
8 6 (5.22%) Microsoft Clustering
8 6 (5.22%) Norton AntiVirus
8 6 (5.22%) QRadar
9 5 (4.35%) EMC NetWorker
9 5 (4.35%) Hadoop YARN
9 5 (4.35%) Oracle Identity Management
9 5 (4.35%) Tivoli Storage Manager
Vendors
1 36 (31.30%) Microsoft
2 22 (19.13%) Oracle
3 19 (16.52%) IBM
4 18 (15.65%) Red Hat
5 13 (11.30%) CyberArk
6 12 (10.43%) ServiceNow
7 10 (8.70%) BMC
7 10 (8.70%) Citrix
7 10 (8.70%) TOWER Software
7 10 (8.70%) VMware
8 9 (7.83%) Cisco
9 8 (6.96%) Alteryx
9 8 (6.96%) Splunk
10 7 (6.09%) HP
10 7 (6.09%) Qualys
11 6 (5.22%) Cloudera
11 6 (5.22%) Dell
11 6 (5.22%) EMC
11 6 (5.22%) McAfee
11 6 (5.22%) Symantec