The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for High Availability skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited High Availability over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

High Availability
Scotland / Edinburgh
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 56 73 57
Rank change year-on-year +17 -16  
Permanent jobs citing High Availability 45 22 50
As % of all permanent IT jobs advertised in Edinburgh 3.62% 1.85% 3.55%
As % of the Processes & Methodologies category 3.94% 2.02% 3.95%
Number of salaries quoted 26 6 37
Median salary £38,500 £50,000 £45,000
Median salary % change year-on-year -23.00% +11.11%  
90% offered a salary of more than £26,500 £37,500 £27,500
10% offered a salary of more than £50,000 £56,250 £58,500
UK excluding London median salary £45,000 £47,500 £45,000
% change year-on-year -5.26% +5.55%  

High Availability is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for process and methodology skills.

Process & Methodology Skills
Edinburgh
Permanent job vacancies with a requirement for process and methodology skills 1141 1087 1266
As % of all permanent IT job vacancies advertised in Edinburgh 91.79% 91.65% 89.91%
Number of salaries quoted 700 618 770
Median salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.55%  
90% offered a salary of more than £30,000 £29,000 £32,500
10% offered a salary of more than £70,000 £60,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

High Availability
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh citing High Availability as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for High Availability in Edinburgh

High Availability
Salary Trend in Edinburgh

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

Salary trend for High Availability in Edinburgh

High Availability
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing High Availability in Edinburgh over the 3 months to 26 June 2017.

Salary histogram for High Availability in Edinburgh

For the 6 months to 26 June 2017, IT jobs citing High Availability 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 High Availability.

1 26 (47.27%) Finance
2 24 (43.64%) Degree
3 23 (41.82%) Computer Science
3 23 (41.82%) Python
3 23 (41.82%) Computer Science Degree
4 20 (36.36%) ITIL
5 18 (32.73%) Banking
6 15 (27.27%) Agile Software Development
7 14 (25.45%) Disaster Recovery
8 13 (23.64%) PHP
8 13 (23.64%) SLA
8 13 (23.64%) Service Management
8 13 (23.64%) Data Centre
8 13 (23.64%) Puppet
8 13 (23.64%) Opscode Chef
9 12 (21.82%) Active Directory
9 12 (21.82%) SAN
10 11 (20.00%) Configuration Management
10 11 (20.00%) Linux
10 11 (20.00%) Unix
10 11 (20.00%) Perl
11 10 (18.18%) Microsoft
12 9 (16.36%) Java
13 8 (14.55%) JavaScript
13 8 (14.55%) Service Delivery
13 8 (14.55%) Red Hat
13 8 (14.55%) Software Engineering
13 8 (14.55%) Red Hat Enterprise Linux
13 8 (14.55%) Amazon AWS
14 7 (12.73%) RHEV

High Availability
Co-occurring 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 4 (7.27%) Apache
1 4 (7.27%) IIS
1 4 (7.27%) JBoss
1 4 (7.27%) SAS
1 4 (7.27%) Tomcat
2 1 (1.82%) CMS
2 1 (1.82%) Drupal
2 1 (1.82%) MS Exchange
2 1 (1.82%) Skype for Business
2 1 (1.82%) WordPress
Cloud Services
1 8 (14.55%) Amazon AWS
2 3 (5.45%) GitHub
3 1 (1.82%) iPaaS
3 1 (1.82%) Microsoft Azure
3 1 (1.82%) Office 365
3 1 (1.82%) SaaS
Communications & Networking
1 12 (21.82%) SAN
2 5 (9.09%) NAS
3 1 (1.82%) DHCP
3 1 (1.82%) DNS
3 1 (1.82%) Firewall
3 1 (1.82%) iSCSI
3 1 (1.82%) Network Security
3 1 (1.82%) Skype
3 1 (1.82%) TCP/IP
Database & Business Intelligence
1 3 (5.45%) Apache Hive
1 3 (5.45%) Big Data
1 3 (5.45%) Cloudera CDH
1 3 (5.45%) Hadoop
1 3 (5.45%) Relational Database
2 1 (1.82%) SAP Data Services
2 1 (1.82%) SAP HANA
2 1 (1.82%) SAS Enterprise Miner
2 1 (1.82%) SAS Visual Analytics
2 1 (1.82%) SQL Server
Development Applications
1 6 (10.91%) Git (software)
1 6 (10.91%) Maven
2 5 (9.09%) Jenkins
3 4 (7.27%) Bitbucket
3 4 (7.27%) GCC
3 4 (7.27%) MSI
3 4 (7.27%) NuGet
3 4 (7.27%) Sonatype Nexus
3 4 (7.27%) Team Foundation Server
4 2 (3.64%) JUnit
4 2 (3.64%) Mockito
4 2 (3.64%) Selenium
5 1 (1.82%) Atlassian Bamboo
General
1 26 (47.27%) Finance
2 18 (32.73%) Banking
3 4 (7.27%) Games
4 3 (5.45%) Retail
5 1 (1.82%) Law
Job Titles
1 8 (14.55%) Software Engineer
2 7 (12.73%) Consultant
2 7 (12.73%) Developer
2 7 (12.73%) Linux Consultant
2 7 (12.73%) Unix Consultant
3 6 (10.91%) Administrator
3 6 (10.91%) Senior Software Engineer
4 5 (9.09%) Delivery Manager
4 5 (9.09%) Service Manager
4 5 (9.09%) Services Delivery Manager
4 5 (9.09%) Systems Administrator
5 4 (7.27%) DevOps Administrator
5 4 (7.27%) Tester
5 4 (7.27%) Windows Administrator
5 4 (7.27%) Windows Systems Administrator
6 3 (5.45%) iOS Developer
6 3 (5.45%) Senior DevOps
6 3 (5.45%) Senior Windows Administrator
6 3 (5.45%) Senior Windows Systems Administrator
6 3 (5.45%) Service Desk Supervisor
Libraries, Frameworks & Software Standards
1 5 (9.09%) CSS
1 5 (9.09%) RESTful
2 3 (5.45%) HTML
3 2 (3.64%) CSS3
3 2 (3.64%) GWT
3 2 (3.64%) Hibernate
3 2 (3.64%) HTML5
3 2 (3.64%) Java EE
3 2 (3.64%) jQuery
3 2 (3.64%) JSF
3 2 (3.64%) Spring
3 2 (3.64%) Spring MVC
3 2 (3.64%) Symfony
3 2 (3.64%) Vaadin
4 1 (1.82%) LAMP
4 1 (1.82%) RabbitMQ
Miscellaneous
1 23 (41.82%) Computer Science
2 13 (23.64%) Data Centre
3 7 (12.73%) Clustering
3 7 (12.73%) Replication
4 3 (5.45%) Mobile App
5 2 (3.64%) Algorithms
5 2 (3.64%) Data Structures
5 2 (3.64%) Greenfield Project
6 1 (1.82%) Analytical Skills
6 1 (1.82%) Hybrid Cloud
6 1 (1.82%) Linux Command Line
Operating Systems
1 11 (20.00%) Linux
1 11 (20.00%) Unix
2 8 (14.55%) Red Hat Enterprise Linux
3 7 (12.73%) AIX
4 5 (9.09%) Windows
4 5 (9.09%) Windows Server
5 3 (5.45%) Apple iOS
6 1 (1.82%) Windows Server 2008
6 1 (1.82%) Windows Server 2012
Processes & Methodologies
1 20 (36.36%) ITIL
2 15 (27.27%) Agile Software Development
3 14 (25.45%) Disaster Recovery
4 13 (23.64%) Service Management
5 11 (20.00%) Configuration Management
6 8 (14.55%) Service Delivery
6 8 (14.55%) Software Engineering
7 7 (12.73%) Identity Management
7 7 (12.73%) Programme Delivery
8 6 (10.91%) Business Continuity
8 6 (10.91%) DevOps
8 6 (10.91%) TDD
9 5 (9.09%) Continuous Integration
9 5 (9.09%) Event-Driven Architecture
9 5 (9.09%) Microservices
9 5 (9.09%) OO
9 5 (9.09%) Root Cause Analysis
9 5 (9.09%) Service Delivery Management
9 5 (9.09%) SOA
10 4 (7.27%) Continuous Improvement
Programming Languages
1 23 (41.82%) Python
2 13 (23.64%) PHP
3 11 (20.00%) Perl
4 9 (16.36%) Java
5 8 (14.55%) JavaScript
6 7 (12.73%) C
7 6 (10.91%) Bash Shell
7 6 (10.91%) PowerShell
8 4 (7.27%) VBScript
9 3 (5.45%) Apple Swift
9 3 (5.45%) C#
9 3 (5.45%) C++
9 3 (5.45%) Objective-C
9 3 (5.45%) SQL
10 2 (3.64%) Lisp
10 2 (3.64%) Ruby
11 1 (1.82%) Scala
11 1 (1.82%) Shell Script
Qualifications
1 24 (43.64%) Degree
2 23 (41.82%) Computer Science Degree
3 5 (9.09%) Microsoft Certification
4 1 (1.82%) SAS Certification
Quality Assurance & Compliance
1 13 (23.64%) SLA
2 1 (1.82%) Data Quality
2 1 (1.82%) Sarbanes-Oxley
System Software
1 12 (21.82%) Active Directory
2 7 (12.73%) RHEV
3 4 (7.27%) VMware Infrastructure
3 4 (7.27%) vSphere
4 3 (5.45%) HDFS
5 1 (1.82%) Docker
5 1 (1.82%) SRDF
5 1 (1.82%) Varnish
Systems Management
1 13 (23.64%) Opscode Chef
1 13 (23.64%) Puppet
2 7 (12.73%) Control-M
2 7 (12.73%) Rundeck
2 7 (12.73%) Tivoli Storage Manager
3 6 (10.91%) Ansible
4 4 (7.27%) Capistrano
4 4 (7.27%) Microsoft Clustering
4 4 (7.27%) PowerCLI
4 4 (7.27%) yum
5 3 (5.45%) Hadoop YARN
Vendors
1 10 (18.18%) Microsoft
2 8 (14.55%) Red Hat
3 7 (12.73%) EMC
4 5 (9.09%) VMware
5 4 (7.27%) F5
5 4 (7.27%) Perforce
6 3 (5.45%) Cloudera
7 1 (1.82%) Cisco
7 1 (1.82%) SAP
7 1 (1.82%) Unisys
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