Kerberos Jobs

The following table provides summary statistics for permanent job vacancies with a requirement for Kerberos skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Kerberos over the 3 months to 22 June 2017 with a comparison to the same period in the previous 2 years.

Kerberos UK
Location	3 months to 22 Jun 2017	Same period 2016	Same period 2015
Rank	746	855	935
Rank change year-on-year	+109	+80
Permanent jobs citing Kerberos	128	92	53
As % of all permanent IT jobs advertised in the UK	0.14%	0.093%	0.048%
As % of the Communications & Networking category	0.89%	0.55%	0.27%
Number of salaries quoted	93	60	44
Median salary	£57,500	£60,000	£50,000
Median salary % change year-on-year	-4.16%	+20.00%
90% offered a salary of more than	£40,860	£49,550	£31,400
10% offered a salary of more than	£82,500	£68,250	£62,500
UK excluding London median salary	£50,000	£42,500	£37,000
% change year-on-year	+17.64%	+14.86%

Kerberos is in the communications and computer networking skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for communications and computer networking skills.

Communications & Computer Network Skills UK
Permanent job vacancies with a requirement for communications and computer networking skills	14351	16668	19314
As % of all permanent IT job vacancies advertised in the UK	16.16%	16.90%	17.41%
Number of salaries quoted	11670	13853	15719
Median salary	£45,000	£45,000	£45,000
90% offered a salary of more than	£27,500	£26,597	£27,000
10% offered a salary of more than	£70,000	£67,500	£67,500
UK excluding London median salary	£42,500	£42,500	£42,500

Kerberos
Job Vacancy Trend

The job posting trend of jobs advertised citing Kerberos as a proportion of all permanent or contract IT jobs with a match in the Communications & Networking category.

Job vacancy trend for Kerberos in the UK

Kerberos
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Kerberos.

Kerberos
Salary Histogram

The salary distribution of IT jobs citing Kerberos over the 3 months to 22 June 2017.

Kerberos
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kerberos within the UK over the 3 months to 22 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location	Rank Change on Same Period Last Year	Matching Permanent IT Job Ads	Median Salary Last 3 Months	Median Salary % Change on Same Period Last Year	Live Job Vacancies
England	+92	122	£58,750	-2.08%	18
London	+44	77	£67,500	+12.50%	14
South East	+65	27	£55,000	-8.33%	4
Oxfordshire	+33	18	£57,500	-4.16%	2
Oxford	+15	12	£57,500	-4.16%	2
South West	+15	8	£44,000	+4.76%
Somerset	+8	8	£44,000	+4.76%
City of London	+17	7	£65,000	-	2
North West	-36	6	£57,500	-
Scotland	+12	5	-	-	1
Buckinghamshire	-3	5	£45,000	-	1
Edinburgh	-4	5	-	-
Manchester	-	5	£57,500	-
East of England	+2	3	-	-
Milton Keynes	-8	2	-	-
High Wycombe	-	2	£55,000	-
Norwich	-	2	-	-
Bath	-	2	£46,250	-
Hampshire	-	2	£60,000	-	1
Norfolk	-	2	-	-
West Midlands	+16	1	£28,000	-
Taunton	-3	1	-	-
Cheshire	-31	1	£40,000	-
Knutsford	-36	1	£40,000	-
Hook	-	1	-	-	1
Newbury	-	1	£35,000	-
Aylesbury	-	1	£35,000	-
Staffordshire	-	1	£28,000	-
Stoke-on-Trent	-	1	£28,000	-
Staines	-	1	-	-

Kerberos
Top 30 Co-occurring IT Skills

For the 6 months to 22 June 2017, IT jobs citing Kerberos also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Kerberos.

1	155 (60.78%)	Windows
2	138 (54.12%)	Active Directory
3	133 (52.16%)	Linux
4	128 (50.20%)	LDAP
5	115 (45.10%)	Microsoft
6	84 (32.94%)	Windows Server
7	80 (31.37%)	DNS
7	80 (31.37%)	Amazon AWS
8	71 (27.84%)	Windows Server 2012
9	68 (26.67%)	DHCP
10	62 (24.31%)	Puppet
11	61 (23.92%)	Hyper-V
12	60 (23.53%)	SCOM
12	60 (23.53%)	SQL
13	59 (23.14%)	Red Hat

13	59 (23.14%)	Identity Management
14	58 (22.75%)	Microsoft Azure
15	56 (21.96%)	Python
16	54 (21.18%)	Oracle
16	54 (21.18%)	Configuration Management
17	53 (20.78%)	Agile Software Development
18	51 (20.00%)	Office 365
19	50 (19.61%)	PowerShell
20	46 (18.04%)	SCCM
21	45 (17.65%)	Apache
21	45 (17.65%)	Bash Shell
21	45 (17.65%)	DevOps
22	43 (16.86%)	Degree
22	43 (16.86%)	Unix
22	43 (16.86%)	VMware

Kerberos
Co-occurring IT Skills 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
Applications
Business Applications
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
Quality Assurance & Compliance
System Software
Systems Management
Vendors

Application Platforms
1	45 (17.65%)	Apache
2	38 (14.90%)	Skype for Business
3	16 (6.27%)	Apache Spark
4	15 (5.88%)	IIS
4	15 (5.88%)	MS Exchange
5	12 (4.71%)	JBoss
6	11 (4.31%)	Exchange Server 2013
6	11 (4.31%)	SharePoint
6	11 (4.31%)	SharePoint 2010
6	11 (4.31%)	Tomcat
7	9 (3.53%)	Documentum
8	7 (2.75%)	Apache Pig
8	7 (2.75%)	SAS
9	6 (2.35%)	nginx
10	5 (1.96%)	Apache Solr
10	5 (1.96%)	CMS
11	4 (1.57%)	Oracle SOA Suite
12	3 (1.18%)	Drupal
12	3 (1.18%)	OpenStack
13	2 (0.78%)	Exchange Server 2003

Applications
1	6 (2.35%)	Microsoft Office

Business Applications
1	1 (0.39%)	SAP Hybris

Cloud Services
1	80 (31.37%)	Amazon AWS
2	58 (22.75%)	Microsoft Azure
3	51 (20.00%)	Office 365
4	40 (15.69%)	IaaS
5	39 (15.29%)	PaaS
6	10 (3.92%)	GitHub
7	8 (3.14%)	Azure Active Directory
7	8 (3.14%)	Virtual Private Cloud
8	7 (2.75%)	AWS CloudFormation
8	7 (2.75%)	SaaS
9	2 (0.78%)	Cloud Computing
9	2 (0.78%)	Google Cloud Platform
10	1 (0.39%)	Amazon EC2
10	1 (0.39%)	Amazon ELB
10	1 (0.39%)	Amazon S3
10	1 (0.39%)	CloudFront

Communications & Networking
1	128 (50.20%)	LDAP
2	80 (31.37%)	DNS
3	68 (26.67%)	DHCP
4	35 (13.73%)	Skype
5	33 (12.94%)	PBX
5	33 (12.94%)	PSTN
6	30 (11.76%)	Firewall
7	26 (10.20%)	SAN
8	23 (9.02%)	TCP/IP
9	19 (7.45%)	Network Security
10	16 (6.27%)	SSL
11	15 (5.88%)	HTTP
11	15 (5.88%)	Unified Communications
12	14 (5.49%)	OSPF
12	14 (5.49%)	SNMP
13	13 (5.10%)	BGP
13	13 (5.10%)	VLAN
14	12 (4.71%)	NAS
14	12 (4.71%)	SSH
15	11 (4.31%)	tcpdump

Database & Business Intelligence
1	41 (16.08%)	Hadoop
2	38 (14.90%)	Big Data
3	31 (12.16%)	SQL Server
4	17 (6.67%)	MySQL
5	15 (5.88%)	Apache Hive
6	13 (5.10%)	DB2
7	11 (4.31%)	Impala
7	11 (4.31%)	PostgreSQL
7	11 (4.31%)	SQL Server 2008
8	10 (3.92%)	HBase
8	10 (3.92%)	Relational Database
9	9 (3.53%)	Data Warehouse
10	8 (3.14%)	NoSQL
11	7 (2.75%)	InfluxDB
12	6 (2.35%)	BusinessObjects
12	6 (2.35%)	QlikView
12	6 (2.35%)	Sqoop
13	5 (1.96%)	Apache Cassandra
13	5 (1.96%)	Oracle Database
13	5 (1.96%)	Pentaho

Development Applications
1	25 (9.80%)	Jenkins
2	21 (8.24%)	Git (software)
3	15 (5.88%)	Subversion
4	12 (4.71%)	Sonatype Nexus
5	8 (3.14%)	Bugzilla
6	6 (2.35%)	Maven
6	6 (2.35%)	Team Foundation Server
7	5 (1.96%)	Artifactory
7	5 (1.96%)	CMake
7	5 (1.96%)	MSBuild
7	5 (1.96%)	NuGet
7	5 (1.96%)	Phabricator
7	5 (1.96%)	Ranorex
7	5 (1.96%)	SonarQube
7	5 (1.96%)	TeamCity
8	3 (1.18%)	Gerrit
8	3 (1.18%)	JIRA
8	3 (1.18%)	Vagrant
9	2 (0.78%)	Atlassian Bamboo
9	2 (0.78%)	Talend Open Studio

General
1	27 (10.59%)	Finance
2	13 (5.10%)	Banking
3	8 (3.14%)	Investment Banking
4	6 (2.35%)	Marketing
5	3 (1.18%)	Games
5	3 (1.18%)	Publishing
6	1 (0.39%)	Law
6	1 (0.39%)	Retail

Job Titles
1	46 (18.04%)	Systems Engineer
2	35 (13.73%)	Administrator
3	34 (13.33%)	Linux Engineer
4	31 (12.16%)	DevOps Engineer
5	24 (9.41%)	Cloud Engineer
5	24 (9.41%)	Infrastructure Engineer
6	23 (9.02%)	Microsoft Engineer
7	20 (7.84%)	Developer
7	20 (7.84%)	Windows Engineer
8	19 (7.45%)	AWS Engineer
8	19 (7.45%)	Senior Systems Engineer
9	18 (7.06%)	Systems Administrator
10	17 (6.67%)	.NET Developer
10	17 (6.67%)	Analyst
11	15 (5.88%)	Lead .NET Developer
11	15 (5.88%)	Lead Developer
12	14 (5.49%)	Architect
12	14 (5.49%)	Senior Windows Engineer
12	14 (5.49%)	Unix Engineer
12	14 (5.49%)	Unix Linux Engineer

Libraries, Frameworks & Software Standards
1	33 (12.94%)	Web Services
2	30 (11.76%)	HTML
3	27 (10.59%)	.NET
4	25 (9.80%)	RESTful
5	24 (9.41%)	ASP.NET
6	22 (8.63%)	XML
7	20 (7.84%)	.NET Framework
8	18 (7.06%)	ASP.NET Web Forms
8	18 (7.06%)	Entity Framework
8	18 (7.06%)	WCF
8	18 (7.06%)	WinForms
8	18 (7.06%)	WPF
8	18 (7.06%)	XSLT
9	13 (5.10%)	LAMP
10	12 (4.71%)	SAML
11	8 (3.14%)	Kafka
11	8 (3.14%)	SailPoint
12	7 (2.75%)	ASP.NET MVC
13	6 (2.35%)	LAPP Stack
13	6 (2.35%)	OAuth

Miscellaneous
1	30 (11.76%)	Analytical Skills
2	29 (11.37%)	PKI
3	25 (9.80%)	Computer Science
4	22 (8.63%)	Clustering
5	12 (4.71%)	Management Information System
6	9 (3.53%)	Data Centre
6	9 (3.53%)	Fintech
7	8 (3.14%)	Greenfield Project
8	7 (2.75%)	BYOD
9	6 (2.35%)	Algorithms
9	6 (2.35%)	Replication
10	5 (1.96%)	Grid Computing
10	5 (1.96%)	Hedge funds
10	5 (1.96%)	Robotics
10	5 (1.96%)	Virtual Team
11	3 (1.18%)	Embedded Systems
11	3 (1.18%)	Equities
12	2 (0.78%)	Foreign Exchange (FX)
12	2 (0.78%)	Mainframe
12	2 (0.78%)	Mobile Banking

Operating Systems
1	155 (60.78%)	Windows
2	133 (52.16%)	Linux
3	84 (32.94%)	Windows Server
4	71 (27.84%)	Windows Server 2012
5	43 (16.86%)	Unix
6	41 (16.08%)	Red Hat Enterprise Linux
7	31 (12.16%)	Windows Server 2008
8	15 (5.88%)	Debian
9	14 (5.49%)	Mac OS X
10	13 (5.10%)	Ubuntu
11	11 (4.31%)	Windows 7
11	11 (4.31%)	Windows 8
12	10 (3.92%)	VMS
13	9 (3.53%)	CentOS
14	7 (2.75%)	Solaris
14	7 (2.75%)	Windows Server 2003
15	2 (0.78%)	Mesosphere
15	2 (0.78%)	SUSE
15	2 (0.78%)	zOS
16	1 (0.39%)	Windows 10

Processes & Methodologies
1	59 (23.14%)	Identity Management
2	54 (21.18%)	Configuration Management
3	53 (20.78%)	Agile Software Development
4	45 (17.65%)	DevOps
5	42 (16.47%)	Task Automation
6	32 (12.55%)	Mentoring
7	31 (12.16%)	Continuous Integration
8	30 (11.76%)	Patch Management
9	27 (10.59%)	Disaster Recovery
9	27 (10.59%)	ITIL
9	27 (10.59%)	Performance Tuning
9	27 (10.59%)	TDD
10	26 (10.20%)	Kalman Filter
11	25 (9.80%)	Scrum
12	24 (9.41%)	Test Automation
13	21 (8.24%)	Email Filtering
13	21 (8.24%)	Open Source
14	19 (7.45%)	Workflow
15	18 (7.06%)	MVC
15	18 (7.06%)	Process Management

Programming Languages
1	60 (23.53%)	SQL
2	56 (21.96%)	Python
3	50 (19.61%)	PowerShell
4	45 (17.65%)	Bash Shell
5	39 (15.29%)	Java
6	33 (12.94%)	Ruby
7	31 (12.16%)	Shell Script
8	29 (11.37%)	C#
8	29 (11.37%)	JavaScript
9	25 (9.80%)	Perl
10	18 (7.06%)	T-SQL
10	18 (7.06%)	XPath
10	18 (7.06%)	XQuery
11	17 (6.67%)	C++
12	16 (6.27%)	C
13	11 (4.31%)	VB
14	7 (2.75%)	VBScript
15	3 (1.18%)	PHP
16	2 (0.78%)	Assembly Language
16	2 (0.78%)	REXX

Qualifications
1	43 (16.86%)	Degree
2	15 (5.88%)	Computer Science Degree
3	11 (4.31%)	Microsoft Certification
4	9 (3.53%)	CISM
4	9 (3.53%)	CISSP
5	8 (3.14%)	CISA
5	8 (3.14%)	MCITP
6	7 (2.75%)	MCSE
6	7 (2.75%)	SC Cleared
6	7 (2.75%)	Security Cleared
7	6 (2.35%)	CCNP
7	6 (2.35%)	Cisco Certification
8	3 (1.18%)	CCIE
8	3 (1.18%)	CCNA
9	1 (0.39%)	CCA
9	1 (0.39%)	CCIP
9	1 (0.39%)	CITP
9	1 (0.39%)	ISEB
9	1 (0.39%)	MCP
9	1 (0.39%)	MCSA

Quality Assurance & Compliance
1	5 (1.96%)	ISO/IEC 27001
2	2 (0.78%)	Data Quality
2	2 (0.78%)	SLA
3	1 (0.39%)	MiFID
3	1 (0.39%)	QA

System Software
1	138 (54.12%)	Active Directory
2	61 (23.92%)	Hyper-V
3	38 (14.90%)	VMware Infrastructure
4	19 (7.45%)	Docker
5	11 (4.31%)	NFS
6	10 (3.92%)	Ceph
7	9 (3.53%)	HDFS
7	9 (3.53%)	Samba
8	8 (3.14%)	Apache Flume
9	7 (2.75%)	Job Entry Subsystem
10	6 (2.35%)	LXC
11	5 (1.96%)	Firmware
11	5 (1.96%)	iptables
11	5 (1.96%)	KVM
12	4 (1.57%)	vCloud
13	3 (1.18%)	Apache ZooKeeper
13	3 (1.18%)	Virtual Machines
13	3 (1.18%)	VirtualBox
14	2 (0.78%)	Oracle RAC
14	2 (0.78%)	Time Sharing Option

Systems Management
1	62 (24.31%)	Puppet
2	60 (23.53%)	SCOM
3	46 (18.04%)	SCCM
4	33 (12.94%)	Opscode Chef
5	20 (7.84%)	Nagios
6	17 (6.67%)	Red Hat Satellite
7	16 (6.27%)	NetBackup
8	15 (5.88%)	Oracle ZFS
9	14 (5.49%)	Ansible
10	11 (4.31%)	Symantec Endpoint Protection
10	11 (4.31%)	Symantec Enterprise Vault
11	10 (3.92%)	Failover Clustering
11	10 (3.92%)	Rsyslog
12	9 (3.53%)	Terraform
13	7 (2.75%)	Kubernetes
14	6 (2.35%)	AirWatch
14	6 (2.35%)	XenMobile
15	5 (1.96%)	Cacti
15	5 (1.96%)	HP Data Protector
15	5 (1.96%)	Mesos

Vendors
1	115 (45.10%)	Microsoft
2	59 (23.14%)	Red Hat
3	54 (21.18%)	Oracle
4	43 (16.86%)	VMware
5	36 (14.12%)	HP
6	21 (8.24%)	Cisco
7	17 (6.67%)	Cloudera
8	15 (5.88%)	Dell
9	14 (5.49%)	Symantec
10	11 (4.31%)	Altiris
10	11 (4.31%)	IBM
11	9 (3.53%)	3PAR
11	9 (3.53%)	Splunk
12	8 (3.14%)	Citrix
12	8 (3.14%)	Hortonworks
12	8 (3.14%)	Tableau
13	7 (2.75%)	SolarWinds
14	6 (2.35%)	MapR
14	6 (2.35%)	MobileIron
14	6 (2.35%)	Sun