Period
to 18 November 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 18 November 2019 with a comparison to the same period in the previous 2 years.

Docker
UK > Scotland
6 months to
18 Nov 2019
Same period 2018 Same period 2017
Rank 38 67 131
Rank change year-on-year +29 +64 +17
Permanent jobs citing Docker 270 219 102
As % of all permanent IT jobs advertised in Scotland 5.81% 4.12% 1.82%
As % of the System Software category 43.20% 36.20% 18.72%
Number of salaries quoted 165 155 50
Scotland median annual salary £48,004 £50,000 £52,500
Median salary % change year-on-year -3.99% -4.76% +5.00%
10th Percentile £36,250 £32,500 £32,450
90th Percentile £75,450 £65,000 £69,750
UK median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% -

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 625 605 545
As % of all permanent IT jobs advertised in Scotland 13.46% 11.39% 9.70%
Number of salaries quoted 395 416 391
Scotland median annual salary £43,500 £45,000 £43,000
Median salary % change year-on-year -3.33% +4.65% +7.50%
10th Percentile £26,250 £25,500 £26,250
90th Percentile £65,900 £65,000 £61,250
UK median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% +5.88%

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 18 November 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 18 November 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 +28 141 £52,500 +5.00% 26
Glasgow +18 102 £47,500 -5.00% 19
Stirling - 8 - - 2
Dundee -3 7 £41,500 -7.78% 2
Fife +2 3 £45,000 -14.29%
Aberdeen - 3 £57,500 - 4
West Lothian +16 2 - -
Docker
UK

For the 6 months to 18 November 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.

1 171 (63.33%) Kubernetes
2 138 (51.11%) Agile Software Development
3 134 (49.63%) DevOps
4 121 (44.81%) Azure
5 119 (44.07%) AWS
6 95 (35.19%) Software Engineering
7 87 (32.22%) Microservices
7 87 (32.22%) Jenkins
8 79 (29.26%) Linux
9 77 (28.52%) Java
10 73 (27.04%) .NET
11 72 (26.67%) Ansible
12 69 (25.56%) JavaScript
13 67 (24.81%) Python
14 63 (23.33%) Opscode Chef
15 62 (22.96%) C#
15 62 (22.96%) Git (software)
16 52 (19.26%) Continuous Integration
16 52 (19.26%) Node.js
17 47 (17.41%) GCP
18 45 (16.67%) Scrum
18 45 (16.67%) SQL Server
18 45 (16.67%) SDLC
19 43 (15.93%) Terraform
19 43 (15.93%) .NET Core
19 43 (15.93%) Bash Shell
20 42 (15.56%) SQL
21 40 (14.81%) Finance
21 40 (14.81%) Google
22 39 (14.44%) Problem-Solving

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 (6.30%) Elasticsearch
2 12 (4.44%) WebSphere
3 11 (4.07%) Tomcat
4 7 (2.59%) Apache
5 6 (2.22%) Apache Spark
5 6 (2.22%) nginx
5 6 (2.22%) WebLogic
6 4 (1.48%) JBoss
6 4 (1.48%) Jetty
7 2 (0.74%) OpenStack
8 1 (0.37%) concrete5
8 1 (0.37%) Confluence
Applications
1 6 (2.22%) Chatbot
Business Applications
1 8 (2.96%) Magento
Cloud Services
1 121 (44.81%) Azure
2 119 (44.07%) AWS
3 47 (17.41%) GCP
4 26 (9.63%) SaaS
5 19 (7.04%) Cloud Computing
6 18 (6.67%) GitHub
6 18 (6.67%) IaaS
7 16 (5.93%) OpenShift
8 10 (3.70%) PaaS
9 8 (2.96%) Azure Stack
9 8 (2.96%) IBM Cloud
10 5 (1.85%) Serverless
11 2 (0.74%) Amazon ECS
11 2 (0.74%) Amazon S3
11 2 (0.74%) AWS CloudFormation
11 2 (0.74%) BrowserStack
11 2 (0.74%) Slack
11 2 (0.74%) Trello
12 1 (0.37%) Amazon EC2
12 1 (0.37%) Virtual Private Cloud
Communications & Networking
1 21 (7.78%) Firewall
2 10 (3.70%) Wireless
3 8 (2.96%) DNS
4 5 (1.85%) Internet
5 4 (1.48%) HTTP
6 2 (0.74%) DHCP
6 2 (0.74%) Network Security
6 2 (0.74%) TCP/IP
7 1 (0.37%) HTTPS
7 1 (0.37%) VPN
Database & Business Intelligence
1 45 (16.67%) SQL Server
2 28 (10.37%) MongoDB
2 28 (10.37%) NoSQL
3 25 (9.26%) Cosmos DB
4 23 (8.52%) MySQL
5 21 (7.78%) Big Data
6 17 (6.30%) Relational Database
7 14 (5.19%) Hadoop
8 12 (4.44%) Azure SQL Database
9 5 (1.85%) Redis
10 4 (1.48%) Blockchain
11 3 (1.11%) PostgreSQL
12 2 (0.74%) Apache Cassandra
13 1 (0.37%) Amazon Aurora
13 1 (0.37%) Amazon DynamoDB
13 1 (0.37%) Neo4j
13 1 (0.37%) Power BI
13 1 (0.37%) RDBMS
13 1 (0.37%) SQL Server Reporting Services
13 1 (0.37%) SSDT
Development Applications
1 87 (32.22%) Jenkins
2 62 (22.96%) Git (software)
3 22 (8.15%) TeamCity
4 13 (4.81%) SonarQube
5 11 (4.07%) Team Foundation Server
6 10 (3.70%) IBM UrbanCode
6 10 (3.70%) Maven
7 9 (3.33%) Subversion
8 8 (2.96%) JIRA
8 8 (2.96%) Selenium
9 6 (2.22%) GitLab
10 5 (1.85%) Bitbucket
10 5 (1.85%) Sonatype Nexus
11 4 (1.48%) FitNesse
11 4 (1.48%) Visual Studio
11 4 (1.48%) Visual Studio Coded UI
11 4 (1.48%) WebDriver
12 3 (1.11%) Ant
12 3 (1.11%) Cucumber
12 3 (1.11%) Visual Studio Team System
General
1 40 (14.81%) Finance
2 34 (12.59%) Banking
3 11 (4.07%) Marketing
3 11 (4.07%) Retail
4 9 (3.33%) Automotive
5 8 (2.96%) Games
6 4 (1.48%) Legal
7 2 (0.74%) Law
7 2 (0.74%) Public Sector
8 1 (0.37%) Local Government
Job Titles
1 96 (35.56%) Developer
2 67 (24.81%) DevOps Engineer
3 46 (17.04%) Software Engineer
4 36 (13.33%) .NET Developer
5 32 (11.85%) Senior Developer
6 29 (10.74%) Software Developer
7 24 (8.89%) Cloud Engineer
8 21 (7.78%) Lead DevOps
9 18 (6.67%) Senior Software Engineer
10 17 (6.30%) Senior Software Developer
11 12 (4.44%) Java Developer
12 11 (4.07%) .NET Software Developer
13 10 (3.70%) .NET Software Engineer
14 9 (3.33%) Architect
14 9 (3.33%) AWS Engineer
14 9 (3.33%) Developer/Software Engineer
14 9 (3.33%) Senior DevOps
15 8 (2.96%) Lead DevOps Engineer
16 7 (2.59%) Magento Developer
16 7 (2.59%) PHP Software Engineer
Libraries, Frameworks & Software Standards
1 73 (27.04%) .NET
2 52 (19.26%) Node.js
3 43 (15.93%) .NET Core
4 35 (12.96%) ASP.NET
4 35 (12.96%) React
5 31 (11.48%) RESTful
6 29 (10.74%) .NET Framework
7 27 (10.00%) AngularJS
8 25 (9.26%) Spring
9 24 (8.89%) Web Services
10 22 (8.15%) ASP.NET MVC
10 22 (8.15%) Spring Boot
11 21 (7.78%) React Native
12 19 (7.04%) Entity Framework
13 18 (6.67%) HTML
14 17 (6.30%) Kafka
14 17 (6.30%) REST
15 15 (5.56%) CSS
15 15 (5.56%) JSON
15 15 (5.56%) NHibernate
Miscellaneous
1 23 (8.52%) Public Cloud
2 18 (6.67%) Analytical Skills
3 15 (5.56%) Self-Motivation
4 14 (5.19%) Greenfield Project
5 13 (4.81%) Enterprise Software
6 12 (4.44%) Distributed Denial-of-Service
7 10 (3.70%) Cloud Native
8 9 (3.33%) Hybrid Cloud
9 5 (1.85%) Linux Command Line
9 5 (1.85%) Mobile App
10 4 (1.48%) Mobile Banking
10 4 (1.48%) Private Cloud
10 4 (1.48%) Robotics
10 4 (1.48%) SWIFT
11 3 (1.11%) User Experience
12 2 (0.74%) Smart Home
13 1 (0.37%) Animation
13 1 (0.37%) Enterprise Cloud
13 1 (0.37%) Internet of Things
Operating Systems
1 79 (29.26%) Linux
2 28 (10.37%) Windows
3 17 (6.30%) Red Hat Enterprise Linux
4 13 (4.81%) Unix
5 10 (3.70%) Windows Server
6 6 (2.22%) Android
7 5 (1.85%) Apple iOS
8 4 (1.48%) VMS
8 4 (1.48%) Windows 10
9 3 (1.11%) CentOS
Processes & Methodologies
1 138 (51.11%) Agile Software Development
2 134 (49.63%) DevOps
3 95 (35.19%) Software Engineering
4 87 (32.22%) Microservices
5 52 (19.26%) Continuous Integration
6 45 (16.67%) Scrum
6 45 (16.67%) SDLC
7 39 (14.44%) Problem-Solving
8 38 (14.07%) Continuous Delivery
9 36 (13.33%) MVC
10 34 (12.59%) TDD
11 29 (10.74%) Test Automation
12 27 (10.00%) Computer Science
12 27 (10.00%) Fintech
13 25 (9.26%) OOP
14 24 (8.89%) OO
15 23 (8.52%) Configuration Management
16 22 (8.15%) Open Source
17 21 (7.78%) Mentoring
18 20 (7.41%) SOLID
Programming Languages
1 77 (28.52%) Java
2 69 (25.56%) JavaScript
3 67 (24.81%) Python
4 62 (22.96%) C#
5 43 (15.93%) Bash Shell
6 42 (15.56%) SQL
7 34 (12.59%) PowerShell
8 33 (12.22%) PHP
9 31 (11.48%) Groovy
10 17 (6.30%) Ruby
11 15 (5.56%) TypeScript
12 14 (5.19%) T-SQL
13 13 (4.81%) Go
14 9 (3.33%) ES6
14 9 (3.33%) Perl
15 8 (2.96%) Scala
16 6 (2.22%) Java 8
17 3 (1.11%) Korn
18 2 (0.74%) C
18 2 (0.74%) C++
Qualifications
1 25 (9.26%) Degree
2 7 (2.59%) Computer Science Degree
3 4 (1.48%) ISTQB
4 3 (1.11%) OCA
4 3 (1.11%) OCP
4 3 (1.11%) Oracle Certification
4 3 (1.11%) Security Cleared
4 3 (1.11%) Sun Certification
5 2 (0.74%) Microsoft Certification
6 1 (0.37%) Master's Degree
6 1 (0.37%) MCAD
6 1 (0.37%) MCSD
6 1 (0.37%) MCTS
Quality Assurance & Compliance
1 6 (2.22%) QA
2 4 (1.48%) SEPA
3 1 (0.37%) GDPR
System Software
1 9 (3.33%) Virtual Machines
2 8 (2.96%) HDFS
3 6 (2.22%) VMware Infrastructure
4 2 (0.74%) Active Directory
4 2 (0.74%) KVM
5 1 (0.37%) Hyper-V
5 1 (0.37%) LXC
Systems Management
1 171 (63.33%) Kubernetes
2 72 (26.67%) Ansible
3 63 (23.33%) Opscode Chef
4 43 (15.93%) Terraform
5 38 (14.07%) Puppet
6 4 (1.48%) Docker Swarm
6 4 (1.48%) HP Fortify
6 4 (1.48%) Nagios
7 3 (1.11%) ZABBIX
8 2 (0.74%) Grafana
8 2 (0.74%) Graphite
8 2 (0.74%) HAProxy
8 2 (0.74%) Icinga
8 2 (0.74%) Packer
8 2 (0.74%) Prometheus
8 2 (0.74%) Rancher
9 1 (0.37%) Istio
Vendors
1 40 (14.81%) Google
2 16 (5.93%) Red Hat
3 13 (4.81%) Microsoft
4 10 (3.70%) IBM
5 8 (2.96%) Oracle
5 8 (2.96%) VMware
6 6 (2.22%) Xamarin
7 5 (1.85%) Atlassian
8 3 (1.11%) Dynatrace
8 3 (1.11%) Splunk
9 2 (0.74%) Cisco
9 2 (0.74%) Juniper
9 2 (0.74%) Perforce
10 1 (0.37%) Rackspace
10 1 (0.37%) Salesforce.com
10 1 (0.37%) Zend