Period
to 20 July 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 20 July 2018 with a comparison to the same period in the previous 2 years.

Docker
Scotland > Edinburgh
6 months to
20 Jul 2018
Same period 2017 Same period 2016
Rank 77 122 124
Rank change year-on-year +45 +2 -
Permanent jobs citing Docker 81 24 21
As % of all permanent IT jobs advertised in Edinburgh 3.03% 0.97% 0.82%
As % of the System Software category 30.22% 11.94% 9.81%
Number of salaries quoted 52 10 21
Edinburgh median annual salary £47,500 £48,750 £50,000
Median salary % change year-on-year -2.56% -2.50% -
10th Percentile £29,325 £37,425 £45,000
90th Percentile £72,375 £57,750 £55,000
Scotland median annual salary £50,000 £46,250 £49,750
% change year-on-year +8.11% -7.04% +24.38%

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 268 201 214
As % of all permanent IT jobs advertised in Edinburgh 10.04% 8.12% 8.37%
Number of salaries quoted 167 124 142
Edinburgh median annual salary £45,000 £43,250 £40,000
Median salary % change year-on-year +4.05% +8.13% +14.29%
10th Percentile £27,000 £26,250 £26,750
90th Percentile £75,000 £73,750 £60,000
Scotland median annual salary £45,000 £42,500 £38,670
% change year-on-year +5.88% +9.91% +10.48%

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 20 July 2018.

Salary histogram for Docker in Edinburgh

For the 6 months to 20 July 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 48 (59.26%) Amazon AWS
2 46 (56.79%) Ansible
3 45 (55.56%) DevOps
4 41 (50.62%) Jenkins
5 34 (41.98%) Kubernetes
5 34 (41.98%) Puppet
5 34 (41.98%) Linux
6 31 (38.27%) Python
7 26 (32.10%) Opscode Chef
8 23 (28.40%) Agile Software Development
9 22 (27.16%) Git (software)
10 21 (25.93%) Microsoft Azure
11 20 (24.69%) SaaS
12 16 (19.75%) Google Cloud Platform
12 16 (19.75%) Software Engineering
13 15 (18.52%) JavaScript
14 14 (17.28%) AngularJS
15 13 (16.05%) GCP
16 12 (14.81%) Degree
16 12 (14.81%) Public Cloud
16 12 (14.81%) Red Hat Enterprise Linux
17 11 (13.58%) PaaS
17 11 (13.58%) AWS Certification
17 11 (13.58%) IaaS
18 10 (12.35%) Terraform
18 10 (12.35%) GitLab
18 10 (12.35%) Bash Shell
18 10 (12.35%) Maven
19 9 (11.11%) TDD
19 9 (11.11%) Java

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 8 (9.88%) OpenStack
2 7 (8.64%) Elasticsearch
3 2 (2.47%) Apache Pig
3 2 (2.47%) Apache Spark
3 2 (2.47%) Confluence
3 2 (2.47%) MS Exchange
4 1 (1.23%) Apache
4 1 (1.23%) Apache Solr
4 1 (1.23%) Tomcat
4 1 (1.23%) WebSphere
4 1 (1.23%) WebSphere Application Server
Cloud Services
1 48 (59.26%) Amazon AWS
2 21 (25.93%) Microsoft Azure
3 20 (24.69%) SaaS
4 16 (19.75%) Google Cloud Platform
5 11 (13.58%) IaaS
5 11 (13.58%) PaaS
6 7 (8.64%) CloudFront
7 4 (4.94%) Amazon EC2
7 4 (4.94%) Amazon S3
8 3 (3.70%) AWS CloudFormation
9 2 (2.47%) Cloud Computing
9 2 (2.47%) Route 53
9 2 (2.47%) Serverless
9 2 (2.47%) Virtual Private Cloud
10 1 (1.23%) Amazon ElastiCache
10 1 (1.23%) Amazon EMR
10 1 (1.23%) AWS Lambda
10 1 (1.23%) npm
10 1 (1.23%) OpenShift
Communications & Networking
1 6 (7.41%) DNS
1 6 (7.41%) Firewall
2 4 (4.94%) VPN
3 2 (2.47%) BGP
3 2 (2.47%) DHCP
3 2 (2.47%) DMVPN
3 2 (2.47%) IPsec
3 2 (2.47%) MPLS
3 2 (2.47%) SMTP
3 2 (2.47%) WAN
4 1 (1.23%) HTTP
4 1 (1.23%) Internet
4 1 (1.23%) Network Security
4 1 (1.23%) SSL
Database & Business Intelligence
1 7 (8.64%) Big Data
2 5 (6.17%) Data Mining
3 3 (3.70%) NoSQL
4 2 (2.47%) Amazon DynamoDB
4 2 (2.47%) Hadoop
4 2 (2.47%) PostgreSQL
5 1 (1.23%) Amazon RDS
5 1 (1.23%) Amazon Redshift
5 1 (1.23%) Apache Hive
5 1 (1.23%) Apache Kudu
5 1 (1.23%) BigQuery
5 1 (1.23%) Data Lake
5 1 (1.23%) Data Warehouse
5 1 (1.23%) HBase
5 1 (1.23%) Impala
5 1 (1.23%) MongoDB
5 1 (1.23%) MySQL
5 1 (1.23%) Presto
5 1 (1.23%) SQL Server
5 1 (1.23%) Sqoop
Development Applications
1 41 (50.62%) Jenkins
2 22 (27.16%) Git (software)
3 10 (12.35%) GitLab
3 10 (12.35%) Maven
4 9 (11.11%) Vagrant
5 6 (7.41%) TeamCity
6 3 (3.70%) Grunt
7 2 (2.47%) Artifactory
7 2 (2.47%) GoCD
7 2 (2.47%) Gradle
7 2 (2.47%) JIRA
7 2 (2.47%) Selenium
7 2 (2.47%) Sonatype Nexus
7 2 (2.47%) Subversion
7 2 (2.47%) Team Foundation Server
7 2 (2.47%) Visual Studio Team System
8 1 (1.23%) gulp
8 1 (1.23%) JUnit
8 1 (1.23%) LoadRunner
8 1 (1.23%) TestNG
General
1 6 (7.41%) Banking
2 4 (4.94%) Finance
3 2 (2.47%) Games
4 1 (1.23%) Financial Institution
Job Titles
1 29 (35.80%) DevOps Engineer
2 15 (18.52%) Developer
3 12 (14.81%) Software Engineer
4 11 (13.58%) Senior DevOps
4 11 (13.58%) Senior DevOps Engineer
5 10 (12.35%) AWS Engineer
6 9 (11.11%) Consultant
7 8 (9.88%) Cloud Engineer
8 7 (8.64%) Azure Engineer
8 7 (8.64%) Senior Developer
8 7 (8.64%) Software Developer
9 6 (7.41%) Azure Developer
9 6 (7.41%) C# Developer
9 6 (7.41%) C# Software Developer
9 6 (7.41%) Lead C# Developer
9 6 (7.41%) Lead Developer
9 6 (7.41%) Lead Software Developer
9 6 (7.41%) Senior C# Developer
9 6 (7.41%) Senior C# Software Developer
9 6 (7.41%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 14 (17.28%) AngularJS
2 8 (9.88%) RESTful
2 8 (9.88%) Web Services
3 7 (8.64%) React
4 6 (7.41%) Elastic Stack
4 6 (7.41%) OAuth
5 4 (4.94%) Boost C++ Libraries
5 4 (4.94%) Node.js
5 4 (4.94%) OpenCV
6 3 (3.70%) CSS
6 3 (3.70%) Express
7 2 (2.47%) Django
7 2 (2.47%) Flask
7 2 (2.47%) HTML
7 2 (2.47%) jQuery
7 2 (2.47%) LESS
7 2 (2.47%) OpenGL
7 2 (2.47%) Ruby on Rails
7 2 (2.47%) Sass
7 2 (2.47%) Twitter Bootstrap
Miscellaneous
1 12 (14.81%) Public Cloud
2 9 (11.11%) Fintech
3 8 (9.88%) Hybrid Cloud
4 6 (7.41%) Algorithms
5 5 (6.17%) Computer Science
5 5 (6.17%) Self-Motivation
6 4 (4.94%) Data Structures
6 4 (4.94%) Robotics
7 2 (2.47%) Data Centre
7 2 (2.47%) FMCG
7 2 (2.47%) Greenfield Project
7 2 (2.47%) Private Cloud
8 1 (1.23%) Cyberthreat
8 1 (1.23%) Enterprise Software
8 1 (1.23%) Hedge funds
8 1 (1.23%) Linux Command Line
Operating Systems
1 34 (41.98%) Linux
2 12 (14.81%) Red Hat Enterprise Linux
3 8 (9.88%) Windows
4 6 (7.41%) CentOS
5 4 (4.94%) Robot Operating System
6 2 (2.47%) Mac OS X
6 2 (2.47%) Unix
Processes & Methodologies
1 45 (55.56%) DevOps
2 23 (28.40%) Agile Software Development
3 16 (19.75%) Software Engineering
4 9 (11.11%) TDD
5 8 (9.88%) Analytics
5 8 (9.88%) Deployment Automation
6 7 (8.64%) Configuration Management
6 7 (8.64%) Continuous Integration
6 7 (8.64%) Data Analytics
6 7 (8.64%) Problem-Solving
7 6 (7.41%) Continuous Delivery
7 6 (7.41%) Continuous Deployment
7 6 (7.41%) Test Automation
8 5 (6.17%) Business Intelligence
8 5 (6.17%) Data Analysis
8 5 (6.17%) Data Management
8 5 (6.17%) Machine Learning
8 5 (6.17%) Mathematics
8 5 (6.17%) Scrum
9 4 (4.94%) Software Testing
Programming Languages
1 31 (38.27%) Python
2 15 (18.52%) JavaScript
3 10 (12.35%) Bash Shell
4 9 (11.11%) Java
5 8 (9.88%) C++
5 8 (9.88%) Ruby
6 7 (8.64%) C#
7 5 (6.17%) PHP
8 4 (4.94%) Perl
8 4 (4.94%) SQL
9 2 (2.47%) C
9 2 (2.47%) Go
9 2 (2.47%) PowerShell
9 2 (2.47%) Shell Script
10 1 (1.23%) Groovy
10 1 (1.23%) Java 8
10 1 (1.23%) Jython
10 1 (1.23%) R
10 1 (1.23%) Scala
10 1 (1.23%) VBScript
Qualifications
1 12 (14.81%) Degree
2 11 (13.58%) AWS Certification
3 4 (4.94%) Computer Science Degree
3 4 (4.94%) Numerate Degree
4 1 (1.23%) Security Cleared
Quality Assurance & Compliance
1 13 (16.05%) GCP
2 4 (4.94%) QA
3 1 (1.23%) PCI DSS
System Software
1 6 (7.41%) Virtual Machines
2 3 (3.70%) VMware Infrastructure
3 2 (2.47%) Active Directory
4 1 (1.23%) HDFS
4 1 (1.23%) VMware NSX
4 1 (1.23%) VMware Server
Systems Management
1 46 (56.79%) Ansible
2 34 (41.98%) Kubernetes
2 34 (41.98%) Puppet
3 26 (32.10%) Opscode Chef
4 10 (12.35%) Terraform
5 6 (7.41%) Rancher
6 2 (2.47%) Nagios
6 2 (2.47%) Packer
6 2 (2.47%) Rundeck
6 2 (2.47%) Single Sign-On
7 1 (1.23%) Oozie
Vendors
1 5 (6.17%) VMware
2 4 (4.94%) Google
3 3 (3.70%) Splunk
4 1 (1.23%) Cisco
4 1 (1.23%) Cloudera
4 1 (1.23%) HP
4 1 (1.23%) Micro Focus
4 1 (1.23%) Oracle
4 1 (1.23%) Red Hat
4 1 (1.23%) SaltStack