Period
to 13 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Deployment Automation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Deployment Automation over the 6 months to 13 November 2018 with a comparison to the same period in the previous 2 years.

Deployment Automation
Scotland > Edinburgh
6 months to
13 Nov 2018
Same period 2017 Same period 2016
Rank 127 137 129
Rank change year-on-year +10 -8 +22
Permanent jobs citing Deployment Automation 22 15 10
As % of all permanent IT jobs advertised in Edinburgh 0.86% 0.56% 0.44%
As % of the Processes & Methodologies category 0.93% 0.60% 0.47%
Number of salaries quoted 10 5 6
Edinburgh median annual salary £54,500 £45,000 £47,500
Median salary % change year-on-year +21.11% -5.26% +18.75%
10th Percentile £36,800 £36,650 £37,500
90th Percentile £106,500 £85,500 £53,750
Scotland median annual salary £42,500 £40,900 £42,500
% change year-on-year +3.91% -3.76% +2.41%

Deployment Automation 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 2,368 2,488 2,134
As % of all permanent IT jobs advertised in Edinburgh 93.05% 92.39% 93.47%
Number of salaries quoted 1,412 1,498 1,375
Edinburgh median annual salary £46,500 £42,500 £45,000
Median salary % change year-on-year +9.41% -5.56% +5.88%
10th Percentile £28,750 £27,000 £29,000
90th Percentile £75,000 £66,250 £68,750
Scotland median annual salary £45,000 £44,705 £43,500
% change year-on-year +0.66% +2.77% +2.35%

Deployment Automation
Job Vacancy Trend in Edinburgh

Job postings citing Deployment Automation as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Deployment Automation in Edinburgh

Deployment Automation
Salary Trend in Edinburgh

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

Salary trend for Deployment Automation in Edinburgh

Deployment Automation
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Deployment Automation in Edinburgh over the 6 months to 13 November 2018.

Salary histogram for Deployment Automation in Edinburgh

For the 6 months to 13 November 2018, IT jobs citing Deployment Automation 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 Deployment Automation.

1 14 (63.64%) Test Automation
2 13 (59.09%) Amazon AWS
3 12 (54.55%) Finance
3 12 (54.55%) Agile Software Development
4 11 (50.00%) Software Engineering
5 10 (45.45%) Problem-Solving
6 8 (36.36%) Banking
6 8 (36.36%) Linux
7 7 (31.82%) TDD
7 7 (31.82%) Migration
7 7 (31.82%) Jenkins
7 7 (31.82%) DevOps
8 6 (27.27%) Software Delivery
8 6 (27.27%) Customer-Centricity
8 6 (27.27%) High Availability
8 6 (27.27%) Docker
8 6 (27.27%) Coaching
8 6 (27.27%) Stakeholder Management
8 6 (27.27%) Python
9 5 (22.73%) Ruby
9 5 (22.73%) Opscode Chef
10 4 (18.18%) Ansible
10 4 (18.18%) People Management
10 4 (18.18%) Bash Shell
10 4 (18.18%) Puppet
10 4 (18.18%) Git (software)
10 4 (18.18%) Java
10 4 (18.18%) Maven
10 4 (18.18%) Kubernetes
10 4 (18.18%) GitLab

Deployment Automation
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 2 (9.09%) Apache Pig
1 2 (9.09%) Apache Spark
1 2 (9.09%) Tomcat
2 1 (4.55%) Apache
2 1 (4.55%) Elasticsearch
2 1 (4.55%) JBoss
2 1 (4.55%) WebSphere
2 1 (4.55%) WebSphere Application Server
Applications
1 1 (4.55%) Microsoft Office
Cloud Services
1 13 (59.09%) Amazon AWS
2 2 (9.09%) Amazon CloudWatch
2 2 (9.09%) Amazon EC2
2 2 (9.09%) Amazon EMR
2 2 (9.09%) Amazon S3
2 2 (9.09%) AWS CloudFormation
2 2 (9.09%) AWS CodePipeline
2 2 (9.09%) AWS Elastic Beanstalk
2 2 (9.09%) AWS Lambda
2 2 (9.09%) Cloud Computing
2 2 (9.09%) Datadog
2 2 (9.09%) GitHub
2 2 (9.09%) Serverless
2 2 (9.09%) Sumo Logic
3 1 (4.55%) CloudFront
3 1 (4.55%) Microsoft Azure
3 1 (4.55%) npm
3 1 (4.55%) OpenShift
3 1 (4.55%) SaaS
Communications & Networking
1 1 (4.55%) HTTP
Database & Business Intelligence
1 2 (9.09%) Amazon RDS
1 2 (9.09%) Apache Hive
1 2 (9.09%) Big Data
1 2 (9.09%) SQL Server
2 1 (4.55%) Oracle Database
2 1 (4.55%) Oracle Database 12c
2 1 (4.55%) Oracle ODI
Development Applications
1 7 (31.82%) Jenkins
2 4 (18.18%) Git (software)
2 4 (18.18%) GitLab
2 4 (18.18%) Maven
3 3 (13.64%) Gradle
4 2 (9.09%) Atlassian Bamboo
4 2 (9.09%) Bitbucket
4 2 (9.09%) Travis CI
5 1 (4.55%) GCC
5 1 (4.55%) Grunt
5 1 (4.55%) gulp
5 1 (4.55%) Selenium
5 1 (4.55%) SonarQube
5 1 (4.55%) Vagrant
General
1 12 (54.55%) Finance
2 8 (36.36%) Banking
3 2 (9.09%) Financial Institution
3 2 (9.09%) Retail Banking
4 1 (4.55%) Advertising
Job Titles
1 6 (27.27%) Architect
1 6 (27.27%) Principal Architect
2 4 (18.18%) AWS Engineer
3 3 (13.64%) Cloud Engineer
3 3 (13.64%) Development Manager
3 3 (13.64%) DevOps Engineer
3 3 (13.64%) Security Manager
3 3 (13.64%) Senior Cloud Engineer
3 3 (13.64%) Software Development Manager
3 3 (13.64%) Software Manager
4 2 (9.09%) Senior Software Engineer
4 2 (9.09%) Software Engineer
5 1 (4.55%) Administrator
5 1 (4.55%) Desktop Engineer
5 1 (4.55%) Desktop Support Engineer
5 1 (4.55%) Infrastructure Engineer
5 1 (4.55%) Infrastructure Manager
5 1 (4.55%) Linux Systems Administrator
5 1 (4.55%) Support Engineer
5 1 (4.55%) Systems Administrator
Libraries, Frameworks & Software Standards
1 3 (13.64%) Node.js
2 2 (9.09%) Elastic Stack
3 1 (4.55%) LDAP
3 1 (4.55%) Middleware
3 1 (4.55%) Oracle GoldenGate
3 1 (4.55%) RESTful
Miscellaneous
1 3 (13.64%) Algorithms
1 3 (13.64%) Computer Science
1 3 (13.64%) Data Structures
1 3 (13.64%) Linux Command Line
2 2 (9.09%) Fintech
3 1 (4.55%) Blackberry
3 1 (4.55%) Driving Licence
3 1 (4.55%) Replication
Operating Systems
1 8 (36.36%) Linux
2 3 (13.64%) Unix
3 2 (9.09%) CentOS
3 2 (9.09%) Red Hat Enterprise Linux
3 2 (9.09%) Windows
4 1 (4.55%) Mac OS X
4 1 (4.55%) Windows 7
4 1 (4.55%) Windows Server
Processes & Methodologies
1 14 (63.64%) Test Automation
2 12 (54.55%) Agile Software Development
3 11 (50.00%) Software Engineering
4 10 (45.45%) Problem-Solving
5 7 (31.82%) DevOps
5 7 (31.82%) Migration
5 7 (31.82%) TDD
6 6 (27.27%) Coaching
6 6 (27.27%) Customer-Centricity
6 6 (27.27%) High Availability
6 6 (27.27%) Software Delivery
6 6 (27.27%) Stakeholder Management
7 4 (18.18%) Continuous Deployment
7 4 (18.18%) People Management
8 3 (13.64%) Configuration Management
8 3 (13.64%) Continuous Integration
8 3 (13.64%) Contract Negotiation
8 3 (13.64%) E-Commerce
8 3 (13.64%) Product Management
8 3 (13.64%) SOA
Programming Languages
1 6 (27.27%) Python
2 5 (22.73%) Ruby
3 4 (18.18%) Bash Shell
3 4 (18.18%) Java
4 3 (13.64%) JavaScript
4 3 (13.64%) Perl
4 3 (13.64%) SQL
5 2 (9.09%) Go
5 2 (9.09%) PowerShell
5 2 (9.09%) Scala
5 2 (9.09%) Shell Script
6 1 (4.55%) Groovy
6 1 (4.55%) Jython
6 1 (4.55%) PL/SQL
6 1 (4.55%) VBScript
Quality Assurance & Compliance
1 1 (4.55%) PCI DSS
System Software
1 6 (27.27%) Docker
2 1 (4.55%) Active Directory
2 1 (4.55%) NFS
2 1 (4.55%) Samba
2 1 (4.55%) VMware Infrastructure
Systems Management
1 5 (22.73%) Opscode Chef
2 4 (18.18%) Ansible
2 4 (18.18%) Kubernetes
2 4 (18.18%) Puppet
3 3 (13.64%) Terraform
4 2 (9.09%) Grafana
4 2 (9.09%) Oozie
4 2 (9.09%) Prometheus
4 2 (9.09%) Sysdig
5 1 (4.55%) Cacti
5 1 (4.55%) Capistrano
5 1 (4.55%) SCCM
Vendors
1 3 (13.64%) Splunk
2 2 (9.09%) Oracle
3 1 (4.55%) F5
3 1 (4.55%) Microsoft
3 1 (4.55%) Perforce
3 1 (4.55%) Red Hat
3 1 (4.55%) VMware