The table below looks at the prevalence of the term PKI in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited PKI over the 3 months to 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Public-Key Infrastructure (PKI)
Rank 87 97 113
Rank change year-on-year
+10 +16
Permanent jobs citing PKI 6 1 3
As % of all permanent IT jobs located in Edinburgh 0.49% 0.077% 0.19%
As % of the Miscellaneous category 1.18% 0.23% 0.56%
Number of salaries quoted 3 0 3
Median salary £70,000 - £36,895
UK excluding London median salary £52,500 £50,000 £51,500
% change year-on-year
+5.00% -2.91%
PKI
Scotland

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Edinburgh region.

Miscellaneous Category
Edinburgh
Permanent IT job ads with a match in the
Miscellaneous category
508 430 533
As % of all permanent IT jobs located in Edinburgh 41.13% 33.05% 33.88%
Number of salaries quoted 268 258 322
Median salary £45,000 £40,000 £40,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £25,000 £29,000 £26,800
10% offered a salary of more than £70,000 £55,000 £57,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

PKI
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing PKI as a proportion of all IT jobs with a match in the Miscellaneous category.

PKI Jobs Demand Trend in Edinburgh

PKI
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing PKI across the Edinburgh region.

PKI Salary Trend in Edinburgh

PKI
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing PKI across the Edinburgh region over the 3 months to 25 May 2016.

PKI Salary Histogram in Edinburgh

PKI
Top 30 Related IT Skills in Edinburgh

For the 6 months to 25 May 2016, IT jobs citing PKI also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Edinburgh region with a requirement for PKI.

1 7 (87.50%) DevOps
2 6 (75.00%) Agile Software Development
2 6 (75.00%) Finance
2 6 (75.00%) Banking
3 5 (62.50%) Scrum
3 5 (62.50%) JMeter
3 5 (62.50%) JIRA
3 5 (62.50%) HTML
3 5 (62.50%) Java
3 5 (62.50%) Unix
3 5 (62.50%) JUnit
3 5 (62.50%) LDAP
3 5 (62.50%) SOA
3 5 (62.50%) LoadRunner
3 5 (62.50%) TDD
3 5 (62.50%) Git (software)
3 5 (62.50%) Groovy
3 5 (62.50%) HTML5
3 5 (62.50%) Microservices
4 4 (50.00%) Software Engineering
4 4 (50.00%) Retail
5 3 (37.50%) VMware
5 3 (37.50%) Microsoft
5 3 (37.50%) Windows
5 3 (37.50%) SQL
5 3 (37.50%) Data Centre
5 3 (37.50%) Windows Server 2012
5 3 (37.50%) VMware Infrastructure
5 3 (37.50%) Windows Server 2008
6 2 (25.00%) Continuous Integration

PKI
Top Related IT Skills in Edinburgh 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 2 (25.00%) Exchange Server 2010
1 2 (25.00%) MS Exchange
2 1 (12.50%) Blackberry Enterprise Server
2 1 (12.50%) Exchange Server 2007
2 1 (12.50%) Exchange Server 2013
2 1 (12.50%) IIS
2 1 (12.50%) Skype for Business
Cloud Services
1 2 (25.00%) Amazon AWS
1 2 (25.00%) Microsoft Azure
2 1 (12.50%) Bluemix
2 1 (12.50%) Cloud Computing
2 1 (12.50%) Office 365
2 1 (12.50%) OpenShift
Communications & Networking
1 5 (62.50%) LDAP
2 2 (25.00%) DHCP
2 2 (25.00%) DNS
2 2 (25.00%) SAN
3 1 (12.50%) FirePass
3 1 (12.50%) Firewall
3 1 (12.50%) NAS
3 1 (12.50%) VPN
Database & Business Intelligence
1 2 (25.00%) SQL Server
2 1 (12.50%) SQL Server 2008
2 1 (12.50%) SQL Server 2012
Development Applications
1 5 (62.50%) Git (software)
1 5 (62.50%) JIRA
1 5 (62.50%) JMeter
1 5 (62.50%) JUnit
1 5 (62.50%) LoadRunner
2 1 (12.50%) Jenkins
2 1 (12.50%) TeamCity
2 1 (12.50%) WinDbg
General
1 6 (75.00%) Banking
1 6 (75.00%) Finance
2 4 (50.00%) Retail
3 1 (12.50%) Financial Institution
Job Titles
1 4 (50.00%) Developer
2 3 (37.50%) Java Developer
3 2 (25.00%) Agile Developer
3 2 (25.00%) Agile Java Developer
3 2 (25.00%) HTML Developer
3 2 (25.00%) SOA Developer
4 1 (12.50%) Access Developer
4 1 (12.50%) Analyst
4 1 (12.50%) DevOps Engineer
4 1 (12.50%) Infrastructure Engineer
4 1 (12.50%) IT Analyst
4 1 (12.50%) IT Engineer
4 1 (12.50%) IT Infrastructure Analyst
4 1 (12.50%) Operations Engineer
4 1 (12.50%) Security Specialist
4 1 (12.50%) Senior Analyst
4 1 (12.50%) Senior Infrastructure Analyst
4 1 (12.50%) Senior IT Engineer
4 1 (12.50%) Senior Operations Engineer
4 1 (12.50%) Senior Systems Analyst
Libraries, Frameworks & Software Standards
1 5 (62.50%) HTML
1 5 (62.50%) HTML5
2 1 (12.50%) Middleware
Miscellaneous
1 3 (37.50%) Data Centre
2 2 (25.00%) Biometrics
2 2 (25.00%) Cyberthreat
3 1 (12.50%) Blackberry
3 1 (12.50%) Clustering
3 1 (12.50%) Mainframe
3 1 (12.50%) Replication
Operating Systems
1 5 (62.50%) Unix
2 3 (37.50%) Windows
2 3 (37.50%) Windows Server 2008
2 3 (37.50%) Windows Server 2012
3 1 (12.50%) Linux
3 1 (12.50%) Red Hat Enterprise Linux
3 1 (12.50%) Windows 10
3 1 (12.50%) Windows 7
3 1 (12.50%) Windows Server
3 1 (12.50%) Windows Server 2003
Processes & Methodologies
1 7 (87.50%) DevOps
2 6 (75.00%) Agile Software Development
3 5 (62.50%) Microservices
3 5 (62.50%) Scrum
3 5 (62.50%) SOA
3 5 (62.50%) TDD
4 4 (50.00%) Software Engineering
5 2 (25.00%) Continuous Integration
5 2 (25.00%) Identity Access Management
5 2 (25.00%) Threat Detection
6 1 (12.50%) Application Virtualisation
6 1 (12.50%) Asset Management
6 1 (12.50%) Change Management
6 1 (12.50%) High Availability
6 1 (12.50%) Line Management
6 1 (12.50%) Network Design
6 1 (12.50%) Patch Management
6 1 (12.50%) Performance Monitoring
6 1 (12.50%) Problem Management
6 1 (12.50%) Root Cause Analysis
Programming Languages
1 5 (62.50%) Groovy
1 5 (62.50%) Java
2 3 (37.50%) SQL
3 1 (12.50%) PowerShell
3 1 (12.50%) Ruby
Qualifications
1 1 (12.50%) MCSE
1 1 (12.50%) MCTS
1 1 (12.50%) Microsoft Certification
1 1 (12.50%) VMware Certified Professional (VCP)
System Software
1 3 (37.50%) VMware Infrastructure
2 2 (25.00%) Active Directory
3 1 (12.50%) Docker
3 1 (12.50%) Hyper-V
3 1 (12.50%) Microsoft App-V
3 1 (12.50%) VMware ESX
3 1 (12.50%) VMware ESXi
3 1 (12.50%) vSphere
3 1 (12.50%) XenApp
3 1 (12.50%) XenDesktop
Systems Management
1 2 (25.00%) Symantec Enterprise Vault
2 1 (12.50%) Ansible
2 1 (12.50%) Backup Exec
2 1 (12.50%) Opscode Chef
2 1 (12.50%) Puppet
2 1 (12.50%) SCCM
2 1 (12.50%) SCOM
2 1 (12.50%) Symantec Endpoint Protection
Vendors
1 3 (37.50%) Microsoft
1 3 (37.50%) VMware
2 2 (25.00%) Citrix
2 2 (25.00%) Symantec
3 1 (12.50%) CA
3 1 (12.50%) Cisco
3 1 (12.50%) CommVault
3 1 (12.50%) NetApp
3 1 (12.50%) Oracle
3 1 (12.50%) SolarWinds
3 1 (12.50%) Varonis