Period
to 21 January 2022

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 21 January 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
21 Jan 2022
Same period 2021 Same period 2020
Rank 459 382 448
Rank change year-on-year -77 +66 +45
Contract jobs citing Kerberos 122 28 73
As % of all contract jobs advertised in London 0.33% 0.16% 0.24%
As % of the Communications & Networking category 3.30% 1.57% 2.16%
Number of daily rates quoted 88 21 41
10th Percentile £475 £406 £463
25th Percentile £536 £435 £500
Median daily rate (50th Percentile) £611 £500 £600
Median % change year-on-year +22.25% -16.67% -
75th Percentile £713 £531 £650
90th Percentile - £588 £750
England median daily rate £600 £488 £550
% change year-on-year +23.08% -11.36% -4.35%

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 3,694 1,788 3,385
As % of all contract IT jobs advertised in London 9.87% 10.14% 11.15%
Number of daily rates quoted 2,568 1,219 2,376
10th Percentile £300 £250 £183
25th Percentile £425 £375 £313
Median daily rate (50th Percentile) £550 £475 £438
Median % change year-on-year +15.79% +8.57% -2.78%
75th Percentile £650 £575 £550
90th Percentile £750 £650 £650
England median daily rate £500 £425 £410
% change year-on-year +17.65% +3.66% -3.53%
Number of hourly rates quoted 72 15 100
10th Percentile £12.24 £21.55 £14.25
25th Percentile £15.81 £22.75 £16.88
Median hourly rate £25.00 £25.00 £21.25
Median % change year-on-year - +17.65% -3.41%
75th Percentile £41.69 £49.00 £46.55
90th Percentile £63.40 £61.45 £50.13
England median hourly rate £21.50 £32.50 £21.50
% change year-on-year -33.85% +51.16% +19.44%

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 21 January 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 21 January 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 -48 9 £565 +13.00% 1
East London - 2 £690 - 1
Kerberos
England

For the 6 months to 21 January 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 85 (69.67%) Active Directory
2 61 (50.00%) Ansible
3 55 (45.08%) Windows
4 54 (44.26%) LDAP
5 53 (43.44%) Finance
6 50 (40.98%) Linux
7 44 (36.07%) Python
8 42 (34.43%) Azure
8 42 (34.43%) DevOps
9 36 (29.51%) Banking
10 33 (27.05%) Microsoft
10 33 (27.05%) Windows Server
11 32 (26.23%) Software Engineering
12 31 (25.41%) NFS
13 26 (21.31%) Agile Software Development
13 26 (21.31%) Windows Server 2008
13 26 (21.31%) AWS
14 24 (19.67%) GitHub
14 24 (19.67%) Investment Management
14 24 (19.67%) Asset Management
14 24 (19.67%) TOWER Software
14 24 (19.67%) Citrix
14 24 (19.67%) SQL
14 24 (19.67%) Grafana
14 24 (19.67%) Prometheus
14 24 (19.67%) Docker
15 21 (17.21%) Kubernetes
15 21 (17.21%) SAML
15 21 (17.21%) JIRA
15 21 (17.21%) Windows Server 2012

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 14 (11.48%) Confluence
2 12 (9.84%) Apache Spark
3 11 (9.02%) Apache
4 10 (8.20%) SharePoint
5 6 (4.92%) Elasticsearch
5 6 (4.92%) IIS
6 2 (1.64%) Apache Solr
6 2 (1.64%) Jupyter
7 1 (0.82%) CMS
7 1 (0.82%) nginx
7 1 (0.82%) SharePoint Server
Applications
1 3 (2.46%) Microsoft Excel
2 1 (0.82%) Microsoft Office
Cloud Services
1 42 (34.43%) Azure
2 26 (21.31%) AWS
3 24 (19.67%) GitHub
4 20 (16.39%) GCP
5 12 (9.84%) Nutanix
6 11 (9.02%) Microsoft 365
7 9 (7.38%) Cloud Computing
8 8 (6.56%) OpenShift
9 7 (5.74%) IaaS
9 7 (5.74%) PaaS
9 7 (5.74%) SaaS
10 4 (3.28%) Rubrik
11 3 (2.46%) Azure Active Directory
12 2 (1.64%) AWS CloudFormation
12 2 (1.64%) AWS Lambda
12 2 (1.64%) Cohesity
12 2 (1.64%) Serverless
13 1 (0.82%) Amazon ELB
13 1 (0.82%) Route 53
13 1 (0.82%) Virtual Private Cloud
Communications & Networking
1 20 (16.39%) DNS
1 20 (16.39%) TCP/IP
2 18 (14.75%) SSL
3 9 (7.38%) HTTPS
4 6 (4.92%) HTTP
4 6 (4.92%) Wireshark
5 5 (4.10%) DHCP
5 5 (4.10%) Firewall
5 5 (4.10%) X.500
6 4 (3.28%) Network Security
6 4 (3.28%) SAN
7 3 (2.46%) Intrusion Detection
7 3 (2.46%) NAS
8 2 (1.64%) Internet
9 1 (0.82%) Intranet
9 1 (0.82%) VLAN
9 1 (0.82%) VPN
Database & Business Intelligence
1 14 (11.48%) SQL Server
2 10 (8.20%) PostgreSQL
3 9 (7.38%) Hadoop
3 9 (7.38%) MySQL
3 9 (7.38%) Oracle Database
3 9 (7.38%) Oracle Database 11g
4 8 (6.56%) MongoDB
4 8 (6.56%) Oracle Database 12c
5 7 (5.74%) HBase
6 4 (3.28%) Parquet
7 3 (2.46%) Apache Ignite
7 3 (2.46%) SQL Server 2008
8 2 (1.64%) Apache Cassandra
8 2 (1.64%) Apache Zeppelin
8 2 (1.64%) Big Data
8 2 (1.64%) Cloudera CDH
8 2 (1.64%) Flink
8 2 (1.64%) Impala
8 2 (1.64%) NoSQL
8 2 (1.64%) Relational Database
Development Applications
1 21 (17.21%) JIRA
2 20 (16.39%) Subversion
3 16 (13.11%) Git (software)
3 16 (13.11%) TeamCity
4 11 (9.02%) Jenkins
5 7 (5.74%) Artifactory
6 5 (4.10%) Maven
7 4 (3.28%) Visual Studio Team System
8 3 (2.46%) Serena SBM
9 2 (1.64%) Sonatype Nexus
9 2 (1.64%) SpecFlow
9 2 (1.64%) Team Foundation Server
10 1 (0.82%) Atlassian Bamboo
10 1 (0.82%) Bitbucket
10 1 (0.82%) FishEye
10 1 (0.82%) GitLab
10 1 (0.82%) RStudio
10 1 (0.82%) SonarQube
General
1 53 (43.44%) Finance
2 36 (29.51%) Banking
3 17 (13.93%) Social Skills
4 3 (2.46%) International Banking
4 3 (2.46%) Presentation Skills
5 2 (1.64%) Investment Banking
5 2 (1.64%) Public Sector
6 1 (0.82%) Documentation Skills
6 1 (0.82%) Financial Institution
Job Titles
1 26 (21.31%) Linux Engineer
2 24 (19.67%) Citrix Engineer
3 14 (11.48%) Windows Engineer
4 12 (9.84%) Architect
4 12 (9.84%) Citrix Systems Engineer
4 12 (9.84%) DevOps Engineer
4 12 (9.84%) Linux Systems Engineer
4 12 (9.84%) Server Engineer
4 12 (9.84%) Systems Engineer
4 12 (9.84%) Windows Server Engineer
5 11 (9.02%) Active Directory Engineer
5 11 (9.02%) DBA
6 10 (8.20%) Administrator
7 9 (7.38%) Oracle DBA
8 7 (5.74%) Windows DevOps Engineer
9 6 (4.92%) Data Engineer
10 5 (4.10%) Software Engineer
11 4 (3.28%) Active Directory Specialist
11 4 (3.28%) Developer
11 4 (3.28%) PowerShell Engineer
Libraries, Frameworks & Software Standards
1 54 (44.26%) LDAP
2 21 (17.21%) SAML
3 11 (9.02%) SPNEGO
4 9 (7.38%) OAuth
4 9 (7.38%) OpenID
4 9 (7.38%) Web Services
5 8 (6.56%) REST
5 8 (6.56%) RESTful
5 8 (6.56%) WebAuthn
6 7 (5.74%) FIDO
6 7 (5.74%) JWT
6 7 (5.74%) Middleware
7 6 (4.92%) JSON
7 6 (4.92%) JSON Web Signature
8 5 (4.10%) JavaFX
8 5 (4.10%) Spring Boot
8 5 (4.10%) Swing
9 4 (3.28%) .NET
9 4 (3.28%) Spring
9 4 (3.28%) YAML
Miscellaneous
1 19 (15.57%) Replication
2 18 (14.75%) Clustering
3 7 (5.74%) Algorithms
4 5 (4.10%) PKI
5 3 (2.46%) Hybrid Cloud
5 3 (2.46%) Legacy Systems
5 3 (2.46%) N-Tier
6 2 (1.64%) Cloud Native
6 2 (1.64%) Derivative
6 2 (1.64%) Enterprise Software
6 2 (1.64%) Public Cloud
6 2 (1.64%) YubiKey
7 1 (0.82%) Data Structures
7 1 (0.82%) Self-Motivation
7 1 (0.82%) User Experience
Operating Systems
1 55 (45.08%) Windows
2 50 (40.98%) Linux
3 33 (27.05%) Windows Server
4 26 (21.31%) Windows Server 2008
5 21 (17.21%) Windows Server 2012
6 11 (9.02%) Red Hat Enterprise Linux
6 11 (9.02%) Solaris
6 11 (9.02%) Unix
7 7 (5.74%) Windows Server 2016
7 7 (5.74%) Windows Server 2019
8 3 (2.46%) CentOS
9 2 (1.64%) Data ONTAP
10 1 (0.82%) Oracle Linux
10 1 (0.82%) SUSE
10 1 (0.82%) Ubuntu
Processes & Methodologies
1 42 (34.43%) DevOps
2 32 (26.23%) Software Engineering
3 26 (21.31%) Agile Software Development
4 24 (19.67%) Asset Management
4 24 (19.67%) Investment Management
5 19 (15.57%) Change Management
5 19 (15.57%) CI/CD
5 19 (15.57%) Data Security
5 19 (15.57%) High Availability
6 15 (12.30%) Disaster Recovery
7 14 (11.48%) Configuration Management
8 11 (9.02%) Digital Transformation Programme
9 10 (8.20%) Security Hardening
10 9 (7.38%) Identity Access Management
11 8 (6.56%) Database Security
11 8 (6.56%) Infrastructure as Code
11 8 (6.56%) ITIL
11 8 (6.56%) Problem-Solving
11 8 (6.56%) Site Reliability Engineering
12 7 (5.74%) Storage Management
Programming Languages
1 44 (36.07%) Python
2 24 (19.67%) SQL
3 20 (16.39%) PowerShell
4 12 (9.84%) Java
5 10 (8.20%) T-SQL
6 8 (6.56%) PL/SQL
7 7 (5.74%) C#
7 7 (5.74%) VBA
8 6 (4.92%) Bash
9 5 (4.10%) Java 8
9 5 (4.10%) Shell Script
10 4 (3.28%) Groovy
10 4 (3.28%) JavaScript
10 4 (3.28%) Ruby
11 2 (1.64%) C++
11 2 (1.64%) Perl
11 2 (1.64%) PHP
12 1 (0.82%) R
12 1 (0.82%) TypeScript
Qualifications
1 12 (9.84%) Degree
2 7 (5.74%) MCSE
2 7 (5.74%) Microsoft Certification
3 1 (0.82%) SC Cleared
3 1 (0.82%) Security Cleared
Quality Assurance & Compliance
1 15 (12.30%) GDPR
1 15 (12.30%) Sarbanes-Oxley
System Software
1 85 (69.67%) Active Directory
2 31 (25.41%) NFS
3 24 (19.67%) Docker
4 16 (13.11%) Active Directory Lightweight Directory Services
5 15 (12.30%) VMware ESXi
5 15 (12.30%) VMware Infrastructure
6 9 (7.38%) Oracle RAC
7 7 (5.74%) Apache ZooKeeper
8 6 (4.92%) OpenAM
8 6 (4.92%) OpenIDM
9 2 (1.64%) Samba
10 1 (0.82%) Oracle Clusterware
10 1 (0.82%) Terminal Services
10 1 (0.82%) Veritas File System
10 1 (0.82%) Veritas Volume Manager
Systems Management
1 61 (50.00%) Ansible
2 24 (19.67%) Grafana
2 24 (19.67%) Prometheus
3 21 (17.21%) Kubernetes
4 18 (14.75%) Active Directory Federation Services
5 13 (10.66%) Terraform
6 9 (7.38%) Data Guard
6 9 (7.38%) Tivoli Storage Manager
7 8 (6.56%) Control-M
7 8 (6.56%) ITRS Geneos
7 8 (6.56%) QRadar
7 8 (6.56%) Tivoli
8 7 (5.74%) EMC NetWorker
9 6 (4.92%) BladeLogic
9 6 (4.92%) Netcool
9 6 (4.92%) Opscode Chef
9 6 (4.92%) Puppet
10 5 (4.10%) Microsoft Clustering
11 2 (1.64%) Hadoop YARN
11 2 (1.64%) Icinga
Vendors
1 33 (27.05%) Microsoft
2 24 (19.67%) Citrix
2 24 (19.67%) TOWER Software
3 20 (16.39%) Oracle
4 17 (13.93%) Splunk
5 16 (13.11%) VMware
6 13 (10.66%) CyberArk
7 12 (9.84%) Red Hat
8 10 (8.20%) Atlassian
8 10 (8.20%) EMC
8 10 (8.20%) Sybase
9 8 (6.56%) BMC
9 8 (6.56%) Google
9 8 (6.56%) IBM
9 8 (6.56%) Qualys
10 7 (5.74%) Altiris
10 7 (5.74%) ForgeRock
11 6 (4.92%) SaltStack
12 5 (4.10%) Cloudera
12 5 (4.10%) ServiceNow