Period
to 25 March 2019

The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 25 March 2019 with a comparison to the same period in the previous 2 years.

Docker
UK > Scotland
6 months to
25 Mar 2019
Same period 2018 Same period 2017
Rank 69 77 163
Rank change year-on-year +8 +86 +29
Permanent jobs citing Docker 201 205 41
As % of all permanent IT jobs advertised in Scotland 3.90% 3.61% 0.88%
As % of the System Software category 35.08% 32.49% 9.05%
Number of salaries quoted 149 146 22
Scotland median annual salary £50,000 £50,000 £50,000
10th Percentile £32,500 £33,000 £34,800
90th Percentile £65,000 £64,375 £74,625
UK median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - +4.35%

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 Scotland with a requirement for system software skills.

All System Software Skills
Scotland
Permanent vacancies with a requirement for system software skills 573 631 453
As % of all permanent IT jobs advertised in Scotland 11.10% 11.10% 9.73%
Number of salaries quoted 412 434 285
Scotland median annual salary £42,500 £45,000 £40,000
Median salary % change year-on-year -5.56% +12.50% -
10th Percentile £25,913 £28,000 £25,000
90th Percentile £68,625 £57,500 £61,250
UK median annual salary £50,000 £45,000 £42,500
% change year-on-year +11.11% +5.88% +3.66%

Docker
Job Vacancy Trend in Scotland

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

Job vacancy trend for Docker in Scotland

Docker
Salary Trend in Scotland

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

Salary trend for Docker in Scotland

Docker
Salary Histogram in Scotland

The salary distribution of IT jobs citing Docker in Scotland over the 6 months to 25 March 2019.

Salary histogram for Docker in Scotland

Docker
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Docker within the Scotland region over the 6 months to 25 March 2019. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +15 92 £40,750 -9.44% 28
Glasgow -10 89 £50,000 - 5
South Lanarkshire - 9 £55,000 -
West Lothian -12 7 £52,500 - 1
Dundee +6 2 £35,750 -9.49% 1
Fife - 1 - -
Docker
UK

For the 6 months to 25 March 2019, 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 Scotland region with a requirement for Docker.

1 91 (45.27%) Agile Software Development
2 85 (42.29%) Java
3 81 (40.30%) Kubernetes
4 75 (37.31%) Ansible
5 73 (36.32%) Python
6 70 (34.83%) JavaScript
7 64 (31.84%) DevOps
8 62 (30.85%) SQL
9 61 (30.35%) HTML
10 56 (27.86%) Linux
11 53 (26.37%) AngularJS
11 53 (26.37%) Microservices
12 50 (24.88%) PostgreSQL
12 50 (24.88%) Microsoft Azure
13 48 (23.88%) Amazon AWS
13 48 (23.88%) Software Engineering
13 48 (23.88%) Finance
14 47 (23.38%) SDLC
15 46 (22.89%) Jenkins
16 45 (22.39%) Spring
17 44 (21.89%) Maven
17 44 (21.89%) MySQL
18 42 (20.90%) Git (software)
19 41 (20.40%) Puppet
20 40 (19.90%) NoSQL
21 38 (18.91%) Oracle
22 37 (18.41%) OO
23 35 (17.41%) OOP
24 34 (16.92%) Hibernate
24 34 (16.92%) React

Docker
Co-occurring IT Skills in Scotland 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 17 (8.46%) Apache Spark
2 11 (5.47%) WebSphere
2 11 (5.47%) WebSphere Application Server
3 10 (4.98%) WebLogic
3 10 (4.98%) WildFly
4 9 (4.48%) Elasticsearch
5 2 (1.00%) Apache
5 2 (1.00%) Cloud Foundry
5 2 (1.00%) CMS
5 2 (1.00%) concrete5
5 2 (1.00%) Confluence
5 2 (1.00%) Drupal
5 2 (1.00%) JBoss
5 2 (1.00%) nginx
5 2 (1.00%) OpenStack
5 2 (1.00%) Tomcat
5 2 (1.00%) WordPress
6 1 (0.50%) SharePoint
Applications
1 2 (1.00%) Chatbot
Business Applications
1 3 (1.49%) Magento
Cloud Services
1 50 (24.88%) Microsoft Azure
2 48 (23.88%) Amazon AWS
3 22 (10.95%) Google Cloud Platform
4 9 (4.48%) GitHub
4 9 (4.48%) SaaS
5 8 (3.98%) PaaS
6 6 (2.99%) AWS Lambda
6 6 (2.99%) OpenShift
6 6 (2.99%) Serverless
7 4 (1.99%) IaaS
8 2 (1.00%) Amazon EC2
8 2 (1.00%) Amazon S3
9 1 (0.50%) Akamai
9 1 (0.50%) Dynamics 365
9 1 (0.50%) Office 365
9 1 (0.50%) Slack
9 1 (0.50%) Trello
9 1 (0.50%) Virtual Private Cloud
Communications & Networking
1 10 (4.98%) AMQP
1 10 (4.98%) Firewall
2 3 (1.49%) HTTP
3 2 (1.00%) Internet
3 2 (1.00%) VPN
4 1 (0.50%) Kerberos
4 1 (0.50%) Remote Desktop
4 1 (0.50%) TCP/IP
4 1 (0.50%) Wireshark
Database & Business Intelligence
1 50 (24.88%) PostgreSQL
2 44 (21.89%) MySQL
3 40 (19.90%) NoSQL
4 30 (14.93%) Relational Database
5 25 (12.44%) Hadoop
6 17 (8.46%) Big Data
7 13 (6.47%) MongoDB
7 13 (6.47%) SQL Server
8 12 (5.97%) Apache Cassandra
8 12 (5.97%) MariaDB
9 6 (2.99%) Amazon Aurora
9 6 (2.99%) GIS
10 3 (1.49%) Blockchain
11 2 (1.00%) Oracle Database
11 2 (1.00%) Oracle Database 12c
11 2 (1.00%) Pentaho
11 2 (1.00%) RDBMS
12 1 (0.50%) Hazelcast
12 1 (0.50%) OLTP
12 1 (0.50%) Oracle Database 11g
Development Applications
1 46 (22.89%) Jenkins
2 44 (21.89%) Maven
3 42 (20.90%) Git (software)
4 27 (13.43%) Subversion
5 24 (11.94%) Artifactory
6 20 (9.95%) TeamCity
7 17 (8.46%) GoCD
7 17 (8.46%) Vagrant
8 14 (6.97%) Eclipse
9 12 (5.97%) GitLab
9 12 (5.97%) Sonatype Nexus
10 11 (5.47%) Ant
10 11 (5.47%) Gradle
11 10 (4.98%) Android Studio
12 9 (4.48%) JIRA
13 6 (2.99%) Bitbucket
13 6 (2.99%) Travis CI
14 5 (2.49%) Team Foundation Server
15 3 (1.49%) Hudson
15 3 (1.49%) webpack
General
1 48 (23.88%) Finance
2 10 (4.98%) Banking
3 6 (2.99%) Retail
4 4 (1.99%) Automotive
5 1 (0.50%) Back Office
5 1 (0.50%) Financial Institution
5 1 (0.50%) Retail Banking
Job Titles
1 74 (36.82%) Developer
2 47 (23.38%) DevOps Engineer
3 35 (17.41%) Java Developer
4 27 (13.43%) Software Engineer
5 16 (7.96%) .NET Developer
6 15 (7.46%) Architect
6 15 (7.46%) C# .NET Developer
6 15 (7.46%) C# Developer
7 14 (6.97%) Junior
8 13 (6.47%) Junior DevOps
8 13 (6.47%) Junior DevOps Engineer
9 11 (5.47%) Development Engineer
10 10 (4.98%) Java Engineer
11 9 (4.48%) Principal Engineer
11 9 (4.48%) Principal Software Engineer
11 9 (4.48%) Senior Developer
11 9 (4.48%) Software Development Engineer
11 9 (4.48%) Technical Leader
12 8 (3.98%) Java Software Engineer
12 8 (3.98%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 61 (30.35%) HTML
2 53 (26.37%) AngularJS
3 45 (22.39%) Spring
4 34 (16.92%) Hibernate
4 34 (16.92%) React
5 33 (16.42%) CSS
6 27 (13.43%) Kafka
7 21 (10.45%) Elastic Stack
8 20 (9.95%) .NET
8 20 (9.95%) Node.js
9 18 (8.96%) Spring Boot
10 17 (8.46%) RESTful
11 15 (7.46%) .NET Core
11 15 (7.46%) ASP.NET
12 14 (6.97%) ASP.NET MVC
13 12 (5.97%) RabbitMQ
14 11 (5.47%) JPA
14 11 (5.47%) JSP
14 11 (5.47%) Struts
15 10 (4.98%) EJB
Miscellaneous
1 26 (12.94%) Enterprise Software
2 15 (7.46%) Fintech
3 12 (5.97%) Analytical Skills
3 12 (5.97%) Mobile App
4 9 (4.48%) Management Information System
5 6 (2.99%) Greenfield Project
5 6 (2.99%) Linux Command Line
6 3 (1.49%) User Experience
7 2 (1.00%) Data Centre
7 2 (1.00%) Mainframe
7 2 (1.00%) VSAM
8 1 (0.50%) Algorithms
8 1 (0.50%) Analytical Mindset
8 1 (0.50%) Cloud Native
8 1 (0.50%) Data Structures
8 1 (0.50%) Hybrid Cloud
8 1 (0.50%) Public Cloud
Operating Systems
1 56 (27.86%) Linux
2 15 (7.46%) Red Hat Enterprise Linux
3 12 (5.97%) Unix
4 10 (4.98%) Android
4 10 (4.98%) Apple iOS
5 9 (4.48%) Windows
6 3 (1.49%) Mac OS
7 2 (1.00%) CentOS
8 1 (0.50%) SmartOS
8 1 (0.50%) Windows Server
Processes & Methodologies
1 91 (45.27%) Agile Software Development
2 64 (31.84%) DevOps
3 53 (26.37%) Microservices
4 48 (23.88%) Software Engineering
5 47 (23.38%) SDLC
6 37 (18.41%) OO
7 35 (17.41%) OOP
8 32 (15.92%) Continuous Delivery
8 32 (15.92%) Continuous Integration
9 28 (13.93%) Collaborative Working
10 25 (12.44%) MVC
11 22 (10.95%) Computer Science
11 22 (10.95%) Problem-Solving
12 18 (8.96%) Configuration Management
13 16 (7.96%) CRM
14 13 (6.47%) Data Science
14 13 (6.47%) Open Source
14 13 (6.47%) TDD
15 12 (5.97%) UML
16 11 (5.47%) Load Balancing
Programming Languages
1 85 (42.29%) Java
2 73 (36.32%) Python
3 70 (34.83%) JavaScript
4 62 (30.85%) SQL
5 30 (14.93%) PHP
6 26 (12.94%) C#
7 17 (8.46%) Bash Shell
8 11 (5.47%) TypeScript
9 10 (4.98%) PowerShell
9 10 (4.98%) Ruby
10 9 (4.48%) Scala
11 6 (2.99%) Perl
11 6 (2.99%) PL/SQL
12 5 (2.49%) Java 8
13 4 (1.99%) ES6
14 3 (1.49%) ES7
15 2 (1.00%) C++
15 2 (1.00%) COBOL
15 2 (1.00%) Elixir
15 2 (1.00%) Go
Qualifications
1 17 (8.46%) Degree
2 7 (3.48%) Computer Science Degree
3 2 (1.00%) Microsoft Certification
4 1 (0.50%) MCAD
4 1 (0.50%) MCSD
4 1 (0.50%) MCTS
4 1 (0.50%) PhD
Quality Assurance & Compliance
1 7 (3.48%) QA
2 2 (1.00%) GDPR
2 2 (1.00%) PCI DSS
3 1 (0.50%) SLA
System Software
1 6 (2.99%) VMware Infrastructure
2 4 (1.99%) Virtual Machines
3 2 (1.00%) Time Sharing Option
4 1 (0.50%) Active Directory
Systems Management
1 81 (40.30%) Kubernetes
2 75 (37.31%) Ansible
3 41 (20.40%) Puppet
4 30 (14.93%) Terraform
5 22 (10.95%) Opscode Chef
6 12 (5.97%) Graphite
7 11 (5.47%) HAProxy
7 11 (5.47%) Icinga
7 11 (5.47%) Packer
8 8 (3.98%) Prometheus
9 5 (2.49%) Kibana
9 5 (2.49%) Salt
10 4 (1.99%) logstash
11 3 (1.49%) Grafana
12 2 (1.00%) CA Endevor
12 2 (1.00%) ZABBIX
13 1 (0.50%) Docker Swarm
13 1 (0.50%) Mesos
Vendors
1 38 (18.91%) Oracle
2 19 (9.45%) Google
3 18 (8.96%) VMware
4 10 (4.98%) Microsoft
5 8 (3.98%) Red Hat
6 6 (2.99%) PagerDuty
7 4 (1.99%) AppDynamics
7 4 (1.99%) Cisco
7 4 (1.99%) Splunk
7 4 (1.99%) Xamarin
8 2 (1.00%) F5
8 2 (1.00%) Juniper
8 2 (1.00%) Zend
9 1 (0.50%) Atlassian
9 1 (0.50%) Cloudera
9 1 (0.50%) Hortonworks
9 1 (0.50%) HP
9 1 (0.50%) Okta
9 1 (0.50%) Sencha
9 1 (0.50%) Twitter