Period
to 18 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Docker skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Docker over the 6 months to 18 December 2018 with a comparison to the same period in the previous 2 years.

Docker
Scotland > Edinburgh
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 60 127 96
Rank change year-on-year +67 -31 +54
Permanent jobs citing Docker 97 27 38
As % of all permanent IT jobs advertised in Edinburgh 3.86% 1.02% 1.68%
As % of the System Software category 33.45% 11.74% 17.35%
Number of salaries quoted 67 8 32
Edinburgh median annual salary £47,500 £67,500 £50,000
Median salary % change year-on-year -29.63% +35.00% -9.09%
10th Percentile £26,250 £49,125 £45,000
90th Percentile £61,250 £88,250 £55,500
Scotland median annual salary £50,000 £52,500 £50,000
% change year-on-year -4.76% +5.00% -

Docker is in the System Software 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 system software skills.

All System Software Skills
Edinburgh
Permanent vacancies with a requirement for system software skills 290 230 219
As % of all permanent IT jobs advertised in Edinburgh 11.53% 8.72% 9.69%
Number of salaries quoted 208 144 167
Edinburgh median annual salary £50,000 £48,750 £41,500
Median salary % change year-on-year +2.56% +17.47% +10.67%
10th Percentile £29,095 £29,000 £28,750
90th Percentile £70,000 £61,250 £65,000
Scotland median annual salary £45,000 £45,000 £40,000
% change year-on-year - +12.50% +5.26%

Docker
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Docker in Edinburgh

Docker
Salary Trend in Edinburgh

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

Salary trend for Docker in Edinburgh

Docker
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Docker in Edinburgh over the 6 months to 18 December 2018.

Salary histogram for Docker in Edinburgh

For the 6 months to 18 December 2018, IT jobs citing Docker 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 Docker.

1 52 (53.61%) Agile Software Development
2 43 (44.33%) DevOps
3 41 (42.27%) Linux
4 40 (41.24%) Java
4 40 (41.24%) JavaScript
5 38 (39.18%) Kubernetes
6 31 (31.96%) Ansible
6 31 (31.96%) Python
7 25 (25.77%) Software Engineering
8 24 (24.74%) Jenkins
9 23 (23.71%) Terraform
10 21 (21.65%) Microservices
10 21 (21.65%) Amazon AWS
11 20 (20.62%) Fintech
12 19 (19.59%) Continuous Integration
13 18 (18.56%) AngularJS
13 18 (18.56%) Degree
14 17 (17.53%) HTML
14 17 (17.53%) Opscode Chef
14 17 (17.53%) Node.js
15 16 (16.49%) Computer Science
15 16 (16.49%) TDD
16 15 (15.46%) SQL
16 15 (15.46%) CSS
16 15 (15.46%) Finance
16 15 (15.46%) RESTful
16 15 (15.46%) Continuous Delivery
17 14 (14.43%) Kafka
17 14 (14.43%) Relational Database
17 14 (14.43%) React

Docker
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 5 (5.15%) Apache Spark
2 3 (3.09%) Apache
2 3 (3.09%) Apache Pig
2 3 (3.09%) concrete5
3 2 (2.06%) Apache Solr
3 2 (2.06%) Elasticsearch
4 1 (1.03%) Confluence
4 1 (1.03%) WebSphere
4 1 (1.03%) WebSphere Application Server
Business Applications
1 2 (2.06%) Distributed Ledger
Cloud Services
1 21 (21.65%) Amazon AWS
2 13 (13.40%) Microsoft Azure
3 11 (11.34%) GitHub
4 10 (10.31%) OpenShift
5 5 (5.15%) npm
5 5 (5.15%) Yarn
6 4 (4.12%) Amazon EC2
6 4 (4.12%) Amazon S3
6 4 (4.12%) AWS CloudFormation
6 4 (4.12%) AWS Lambda
6 4 (4.12%) Google Cloud Platform
6 4 (4.12%) Serverless
7 3 (3.09%) Amazon EMR
8 2 (2.06%) Amazon CloudWatch
8 2 (2.06%) AWS CodePipeline
8 2 (2.06%) AWS Elastic Beanstalk
8 2 (2.06%) Cloud Computing
8 2 (2.06%) Datadog
8 2 (2.06%) Office 365
8 2 (2.06%) Sumo Logic
Communications & Networking
1 4 (4.12%) DNS
2 2 (2.06%) Firewall
2 2 (2.06%) Internet
3 1 (1.03%) AMQP
Database & Business Intelligence
1 14 (14.43%) Relational Database
2 11 (11.34%) Big Data
3 10 (10.31%) Apache Cassandra
4 9 (9.28%) SQL Server
5 8 (8.25%) MySQL
6 7 (7.22%) Blockchain
6 7 (7.22%) PostgreSQL
7 4 (4.12%) Amazon RDS
8 3 (3.09%) Apache Hive
8 3 (3.09%) NoSQL
9 2 (2.06%) Data Warehouse
9 2 (2.06%) GIS
9 2 (2.06%) Pentaho
10 1 (1.03%) Amazon DynamoDB
10 1 (1.03%) Data Mining
10 1 (1.03%) Hadoop
10 1 (1.03%) HBase
10 1 (1.03%) MongoDB
10 1 (1.03%) RDBMS
10 1 (1.03%) Sqoop
Development Applications
1 24 (24.74%) Jenkins
2 13 (13.40%) Git (software)
3 7 (7.22%) Hudson
3 7 (7.22%) Maven
3 7 (7.22%) webpack
4 6 (6.19%) Travis CI
5 5 (5.15%) Gerrit
5 5 (5.15%) GitLab
5 5 (5.15%) TeamCity
5 5 (5.15%) Vagrant
6 4 (4.12%) Artifactory
6 4 (4.12%) GoCD
6 4 (4.12%) JIRA
6 4 (4.12%) Sonatype Nexus
7 3 (3.09%) Atlassian Bamboo
7 3 (3.09%) RSpec
7 3 (3.09%) Subversion
8 2 (2.06%) Bitbucket
8 2 (2.06%) Gradle
8 2 (2.06%) Selenium
General
1 15 (15.46%) Finance
2 8 (8.25%) Banking
3 3 (3.09%) Financial Institution
Job Titles
1 31 (31.96%) DevOps Engineer
2 29 (29.90%) Developer
3 15 (15.46%) Junior
4 13 (13.40%) Junior DevOps
4 13 (13.40%) Junior DevOps Engineer
5 10 (10.31%) Software Developer
6 9 (9.28%) Architect
6 9 (9.28%) Software Engineer
7 8 (8.25%) Java Developer
8 7 (7.22%) Software Architect
9 6 (6.19%) AWS Engineer
9 6 (6.19%) Java Engineer
9 6 (6.19%) Java Software Engineer
9 6 (6.19%) Lead Developer
10 5 (5.15%) Lead Java Developer
10 5 (5.15%) Senior Software Engineer
11 4 (4.12%) Administrator
11 4 (4.12%) Linux Administrator
11 4 (4.12%) Linux Systems Administrator
11 4 (4.12%) Systems Administrator
Libraries, Frameworks & Software Standards
1 18 (18.56%) AngularJS
2 17 (17.53%) HTML
2 17 (17.53%) Node.js
3 15 (15.46%) CSS
3 15 (15.46%) RESTful
4 14 (14.43%) Kafka
4 14 (14.43%) React
5 9 (9.28%) Java EE
6 5 (5.15%) .NET
6 5 (5.15%) Elastic Stack
6 5 (5.15%) HATEOAS
6 5 (5.15%) Redux
6 5 (5.15%) Spring
6 5 (5.15%) Spring Boot
7 4 (4.12%) .NET Core
7 4 (4.12%) HTML5
7 4 (4.12%) jQuery
7 4 (4.12%) LAMP
7 4 (4.12%) LDAP
7 4 (4.12%) Web Services
Miscellaneous
1 20 (20.62%) Fintech
2 4 (4.12%) Enterprise Software
2 4 (4.12%) Linux Command Line
3 3 (3.09%) User Experience
4 2 (2.06%) Analytical Mindset
4 2 (2.06%) Analytical Skills
4 2 (2.06%) Mainframe
4 2 (2.06%) Public Cloud
4 2 (2.06%) VSAM
5 1 (1.03%) Greenfield Project
5 1 (1.03%) Mobile App
5 1 (1.03%) Self-Motivation
Operating Systems
1 41 (42.27%) Linux
2 7 (7.22%) Unix
3 6 (6.19%) Red Hat Enterprise Linux
4 4 (4.12%) Windows
4 4 (4.12%) Windows Server
5 2 (2.06%) Debian
5 2 (2.06%) Mac OS
Processes & Methodologies
1 52 (53.61%) Agile Software Development
2 43 (44.33%) DevOps
3 25 (25.77%) Software Engineering
4 21 (21.65%) Microservices
5 19 (19.59%) Continuous Integration
6 16 (16.49%) Computer Science
6 16 (16.49%) TDD
7 15 (15.46%) Continuous Delivery
8 11 (11.34%) Scrum
9 10 (10.31%) Data Science
9 10 (10.31%) Migration
10 9 (9.28%) Configuration Management
10 9 (9.28%) Mentoring
11 8 (8.25%) Analytics
12 7 (7.22%) Immutable Server
12 7 (7.22%) Problem-Solving
12 7 (7.22%) Release Management
12 7 (7.22%) Test Automation
12 7 (7.22%) User Acceptance Testing
13 6 (6.19%) Kanban
Programming Languages
1 40 (41.24%) Java
1 40 (41.24%) JavaScript
2 31 (31.96%) Python
3 15 (15.46%) SQL
4 14 (14.43%) Ruby
5 10 (10.31%) C#
6 8 (8.25%) ES6
6 8 (8.25%) PL/SQL
7 7 (7.22%) Bash Shell
7 7 (7.22%) ES7
7 7 (7.22%) TypeScript
8 6 (6.19%) PHP
9 5 (5.15%) Go
9 5 (5.15%) Scala
10 2 (2.06%) COBOL
10 2 (2.06%) Java 8
10 2 (2.06%) JCL
11 1 (1.03%) C
11 1 (1.03%) C++
11 1 (1.03%) Perl
Qualifications
1 18 (18.56%) Degree
2 10 (10.31%) Computer Science Degree
3 2 (2.06%) Microsoft Certification
3 2 (2.06%) PhD
4 1 (1.03%) Master's Degree
4 1 (1.03%) Security Cleared
Quality Assurance & Compliance
1 4 (4.12%) QA
2 2 (2.06%) GDPR
System Software
1 4 (4.12%) Active Directory
1 4 (4.12%) NFS
1 4 (4.12%) Samba
2 2 (2.06%) Time Sharing Option
2 2 (2.06%) Virtual Machines
3 1 (1.03%) HDFS
3 1 (1.03%) VMware Infrastructure
Systems Management
1 38 (39.18%) Kubernetes
2 31 (31.96%) Ansible
3 23 (23.71%) Terraform
4 17 (17.53%) Opscode Chef
5 8 (8.25%) Puppet
6 6 (6.19%) Salt
7 5 (5.15%) Packer
8 3 (3.09%) Mesos
8 3 (3.09%) Oozie
8 3 (3.09%) Prometheus
9 2 (2.06%) CA Endevor
9 2 (2.06%) Grafana
9 2 (2.06%) Sysdig
10 1 (1.03%) Docker Swarm
10 1 (1.03%) Graphite
10 1 (1.03%) HAProxy
10 1 (1.03%) Icinga
10 1 (1.03%) Rundeck
Vendors
1 10 (10.31%) Microsoft
1 10 (10.31%) Red Hat
2 5 (5.15%) Xamarin
3 4 (4.12%) VMware
4 3 (3.09%) Google
4 3 (3.09%) Splunk
5 1 (1.03%) Cloudera
5 1 (1.03%) IBM
5 1 (1.03%) Oracle
5 1 (1.03%) PagerDuty
5 1 (1.03%) Twitter