Period
to 20 February 2019

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 6 months to 20 February 2019 with a comparison to the same period in the previous 2 years.

High Availability
Scotland > Edinburgh
6 months to
20 Feb 2019
Same period 2018 Same period 2017
Rank 132 137 89
Rank change year-on-year +5 -48 -31
Permanent jobs citing High Availability 18 16 42
As % of all permanent IT jobs advertised in Edinburgh 0.73% 0.59% 1.93%
As % of the Processes & Methodologies category 0.78% 0.63% 2.05%
Number of salaries quoted 10 6 15
Edinburgh median annual salary £57,500 £45,000 £45,000
Median salary % change year-on-year +27.78% - +5.88%
10th Percentile £39,750 £31,000 £24,000
90th Percentile £65,375 £53,750 £59,000
Scotland median annual salary £40,750 £42,500 £43,750
% change year-on-year -4.12% -2.86% +2.94%

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

All Process and Methodology Skills
Edinburgh
Permanent vacancies with a requirement for process or methodology skills 2,321 2,522 2,050
As % of all permanent IT jobs advertised in Edinburgh 93.66% 92.75% 93.99%
Number of salaries quoted 1,456 1,611 1,345
Edinburgh median annual salary £45,000 £45,000 £45,000
10th Percentile £28,375 £27,500 £30,000
90th Percentile £71,250 £67,500 £70,000
Scotland median annual salary £45,000 £45,000 £44,500
% change year-on-year - +1.12% +4.71%

High Availability
Job Vacancy Trend in Edinburgh

Job postings citing High Availability as a percentage of all IT jobs advertised in Edinburgh.

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 6 months to 20 February 2019.

Salary histogram for High Availability in Edinburgh

For the 6 months to 20 February 2019, IT jobs citing High Availability also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Edinburgh region with a requirement for High Availability.

1 11 (61.11%) Java
1 11 (61.11%) Linux
2 10 (55.56%) JavaScript
3 8 (44.44%) CSS
3 8 (44.44%) HTML
3 8 (44.44%) Agile Software Development
4 7 (38.89%) Computer Science
4 7 (38.89%) Degree
4 7 (38.89%) AngularJS
4 7 (38.89%) TypeScript
4 7 (38.89%) Computer Science Degree
5 6 (33.33%) Mobile App
5 6 (33.33%) Amazon AWS
6 5 (27.78%) PostgreSQL
6 5 (27.78%) Python
7 4 (22.22%) Unix
7 4 (22.22%) .NET
7 4 (22.22%) Spring
7 4 (22.22%) Software Engineering
7 4 (22.22%) RESTful
7 4 (22.22%) Visualisation
7 4 (22.22%) RabbitMQ
7 4 (22.22%) JSON
7 4 (22.22%) jQuery
7 4 (22.22%) Amazon RDS
7 4 (22.22%) Couchbase
7 4 (22.22%) Event-Driven Architecture
7 4 (22.22%) DevOps
7 4 (22.22%) Opscode Chef
7 4 (22.22%) User Experience

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 3 (16.67%) Apache
2 2 (11.11%) WebSphere
3 1 (5.56%) Adobe Experience Manager
3 1 (5.56%) JBoss
3 1 (5.56%) SharePoint
3 1 (5.56%) Tomcat
3 1 (5.56%) WebSphere Application Server
3 1 (5.56%) WebSphere Process Server
Cloud Services
1 6 (33.33%) Amazon AWS
2 4 (22.22%) Datadog
2 4 (22.22%) npm
3 2 (11.11%) GitHub
4 1 (5.56%) Office 365
Communications & Networking
1 3 (16.67%) Internet
2 2 (11.11%) Ethernet
2 2 (11.11%) VLAN
2 2 (11.11%) Wireshark
3 1 (5.56%) Firewall
3 1 (5.56%) MPLS
3 1 (5.56%) TCP/IP
Database & Business Intelligence
1 5 (27.78%) PostgreSQL
2 4 (22.22%) Amazon RDS
2 4 (22.22%) Couchbase
2 4 (22.22%) Mixpanel
3 2 (11.11%) SQL Server
4 1 (5.56%) MySQL
4 1 (5.56%) SQL Server 2012
4 1 (5.56%) SQL Server 2014
4 1 (5.56%) SQL Server 2016
4 1 (5.56%) SQL Server Analysis Services
4 1 (5.56%) SQL Server Integration Services
4 1 (5.56%) SQL Server Reporting Services
Development Applications
1 4 (22.22%) gulp
1 4 (22.22%) webpack
2 2 (11.11%) Grunt
General
1 2 (11.11%) Finance
2 1 (5.56%) Banking
Job Titles
1 7 (38.89%) Developer
2 4 (22.22%) Front End Developer (Client-Side Developer)
3 3 (16.67%) Architect
3 3 (16.67%) JavaScript Developer
4 2 (11.11%) AWS Engineer
4 2 (11.11%) Linux Engineer
4 2 (11.11%) Operations Team Leader
4 2 (11.11%) Software Architect
4 2 (11.11%) Team Leader
4 2 (11.11%) Test Architect
4 2 (11.11%) Test Automation Architect
5 1 (5.56%) AWS DevOps
5 1 (5.56%) AWS DevOps Engineer
5 1 (5.56%) JavaScript Engineer
5 1 (5.56%) Linux/Unix DevOps
5 1 (5.56%) Operations Engineer
5 1 (5.56%) Senior Operations Engineer
5 1 (5.56%) Technical Specialist
5 1 (5.56%) Unix Linux Engineer
5 1 (5.56%) WebSphere Administrator
Libraries, Frameworks & Software Standards
1 8 (44.44%) CSS
1 8 (44.44%) HTML
2 7 (38.89%) AngularJS
3 4 (22.22%) .NET
3 4 (22.22%) Angular 2
3 4 (22.22%) Elastic Stack
3 4 (22.22%) Ionic Framework
3 4 (22.22%) jQuery
3 4 (22.22%) JSON
3 4 (22.22%) RabbitMQ
3 4 (22.22%) RESTful
3 4 (22.22%) Spring
4 3 (16.67%) Backbone.js
4 3 (16.67%) CSS3
4 3 (16.67%) Ember.js
4 3 (16.67%) HTML5
4 3 (16.67%) KnockoutJS
4 3 (16.67%) Marionette.js
4 3 (16.67%) Twitter Bootstrap
5 2 (11.11%) HTML5 Canvas
Miscellaneous
1 6 (33.33%) Mobile App
2 4 (22.22%) User Experience
3 2 (11.11%) Grid Computing
3 2 (11.11%) Replication
4 1 (5.56%) Analytical Skills
4 1 (5.56%) Clustering
4 1 (5.56%) Data Centre
4 1 (5.56%) Fintech
4 1 (5.56%) Public Cloud
Operating Systems
1 11 (61.11%) Linux
2 4 (22.22%) Unix
3 2 (11.11%) Mac OS
3 2 (11.11%) Windows
4 1 (5.56%) Windows Server 2008
Processes & Methodologies
1 8 (44.44%) Agile Software Development
2 7 (38.89%) Computer Science
3 4 (22.22%) Dependency Management
3 4 (22.22%) DevOps
3 4 (22.22%) Event-Driven Architecture
3 4 (22.22%) Front End Development
3 4 (22.22%) Software Engineering
3 4 (22.22%) Visualisation
4 3 (16.67%) Low Latency
4 3 (16.67%) Microservices
4 3 (16.67%) MVC
4 3 (16.67%) OO
4 3 (16.67%) Tech Ops
4 3 (16.67%) Technical Leadership
5 2 (11.11%) Continuous Integration
5 2 (11.11%) Disaster Recovery
5 2 (11.11%) Mathematics
5 2 (11.11%) Test Strategy
5 2 (11.11%) Unit Testing
5 2 (11.11%) Validation
Programming Languages
1 11 (61.11%) Java
2 10 (55.56%) JavaScript
3 7 (38.89%) TypeScript
4 5 (27.78%) Python
5 4 (22.22%) ES6
6 2 (11.11%) Ruby
6 2 (11.11%) Shell Script
7 1 (5.56%) Perl
7 1 (5.56%) PowerShell
7 1 (5.56%) SQL
7 1 (5.56%) VB
Qualifications
1 7 (38.89%) Computer Science Degree
1 7 (38.89%) Degree
2 1 (5.56%) MCSE
2 1 (5.56%) Microsoft Certification
System Software
1 3 (16.67%) Docker
2 1 (5.56%) Virtual Machines
Systems Management
1 4 (22.22%) Consul
1 4 (22.22%) Opscode Chef
1 4 (22.22%) Terraform
2 2 (11.11%) Kubernetes
3 1 (5.56%) Puppet
3 1 (5.56%) TADDM
3 1 (5.56%) Tivoli
3 1 (5.56%) WebSphere Service Registry and Repository
Vendors
1 2 (11.11%) IBM
1 2 (11.11%) Microsoft
2 1 (5.56%) Adobe
2 1 (5.56%) VMware