Period
to 10 December 2018

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 10 December 2018 with a comparison to the same period in the previous 2 years.

Docker
UK > Scotland
6 months to
10 Dec 2018
Same period 2017 Same period 2016
Rank 65 127 140
Rank change year-on-year +62 +13 +77
Permanent jobs citing Docker 219 111 70
As % of all permanent IT jobs advertised in Scotland 4.09% 1.98% 1.40%
As % of the System Software category 35.90% 20.63% 13.21%
Number of salaries quoted 158 56 43
Scotland median annual salary £50,000 £52,500 £50,000
Median salary % change year-on-year -4.76% +5.00% -
10th Percentile £32,500 £33,000 £41,250
90th Percentile £65,000 £66,250 £59,100
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 610 538 530
As % of all permanent IT jobs advertised in Scotland 11.40% 9.61% 10.58%
Number of salaries quoted 420 384 358
Scotland median annual salary £45,000 £44,705 £40,000
Median salary % change year-on-year +0.66% +11.76% +6.67%
10th Percentile £26,250 £26,250 £25,600
90th Percentile £65,000 £60,875 £57,500
UK median annual salary £50,000 £45,000 £42,500
% change year-on-year +11.11% +5.88% +6.25%

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 10 December 2018.

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 10 December 2018. 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
Glasgow +9 105 £50,000 -4.76% 18
Edinburgh +59 98 £50,000 -25.93% 20
South Lanarkshire - 9 £55,000 - 2
Dundee +10 2 £45,000 +12.50% 4
Fife - 2 £52,500 - 1
West Lothian - 2 £65,000 - 1
Docker
UK

For the 6 months to 10 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 Scotland region with a requirement for Docker.

1 115 (52.51%) Java
2 112 (51.14%) Agile Software Development
3 105 (47.95%) Ansible
4 99 (45.21%) Python
5 98 (44.75%) JavaScript
6 89 (40.64%) AngularJS
7 86 (39.27%) SQL
8 83 (37.90%) HTML
9 75 (34.25%) Finance
10 74 (33.79%) Puppet
11 72 (32.88%) Maven
12 70 (31.96%) DevOps
13 67 (30.59%) Spring
14 64 (29.22%) PostgreSQL
14 64 (29.22%) Oracle
15 62 (28.31%) OO
15 62 (28.31%) Kubernetes
16 60 (27.40%) SDLC
16 60 (27.40%) Linux
17 59 (26.94%) MySQL
17 59 (26.94%) Hibernate
17 59 (26.94%) NoSQL
18 56 (25.57%) Collaborative Working
18 56 (25.57%) PHP
19 55 (25.11%) OOP
20 54 (24.66%) Enterprise Software
21 53 (24.20%) Microservices
21 53 (24.20%) Amazon AWS
22 51 (23.29%) Jenkins
23 50 (22.83%) Hadoop

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 14 (6.39%) WebSphere
2 11 (5.02%) WebLogic
2 11 (5.02%) WebSphere Application Server
3 10 (4.57%) Apache Spark
3 10 (4.57%) WildFly
4 6 (2.74%) Elasticsearch
5 3 (1.37%) Apache
5 3 (1.37%) Apache Pig
5 3 (1.37%) concrete5
5 3 (1.37%) Confluence
6 2 (0.91%) Apache Solr
6 2 (0.91%) CMS
6 2 (0.91%) Drupal
6 2 (0.91%) WordPress
7 1 (0.46%) JBoss
7 1 (0.46%) Jetty
7 1 (0.46%) nginx
7 1 (0.46%) OpenStack
7 1 (0.46%) Tomcat
Business Applications
1 3 (1.37%) Magento
2 2 (0.91%) Distributed Ledger
Cloud Services
1 53 (24.20%) Amazon AWS
2 44 (20.09%) Microsoft Azure
3 18 (8.22%) Google Cloud Platform
4 12 (5.48%) OpenShift
5 11 (5.02%) GitHub
6 7 (3.20%) AWS Lambda
6 7 (3.20%) Serverless
7 6 (2.74%) npm
8 5 (2.28%) Yarn
9 4 (1.83%) Amazon EC2
9 4 (1.83%) Amazon S3
9 4 (1.83%) AWS CloudFormation
10 3 (1.37%) Amazon EMR
10 3 (1.37%) SaaS
11 2 (0.91%) Amazon CloudWatch
11 2 (0.91%) AWS CodePipeline
11 2 (0.91%) AWS Elastic Beanstalk
11 2 (0.91%) Datadog
11 2 (0.91%) Office 365
11 2 (0.91%) Sumo Logic
Communications & Networking
1 8 (3.65%) Firewall
2 7 (3.20%) AMQP
3 4 (1.83%) DNS
4 2 (0.91%) Internet
5 1 (0.46%) Broadband
5 1 (0.46%) SMS
5 1 (0.46%) Software-Defined Networking
Database & Business Intelligence
1 64 (29.22%) PostgreSQL
2 59 (26.94%) MySQL
2 59 (26.94%) NoSQL
3 50 (22.83%) Hadoop
4 26 (11.87%) Relational Database
5 18 (8.22%) Big Data
6 14 (6.39%) SQL Server
7 11 (5.02%) MongoDB
8 10 (4.57%) MariaDB
9 9 (4.11%) Apache Cassandra
10 7 (3.20%) Blockchain
11 4 (1.83%) Amazon RDS
12 3 (1.37%) Apache Hive
13 2 (0.91%) Azure SQL Database
13 2 (0.91%) Data Warehouse
13 2 (0.91%) Oracle Database
13 2 (0.91%) Oracle Database 12c
13 2 (0.91%) Pentaho
14 1 (0.46%) Amazon Redshift
14 1 (0.46%) Impala
Development Applications
1 72 (32.88%) Maven
2 51 (23.29%) Jenkins
3 50 (22.83%) Git (software)
4 28 (12.79%) Subversion
5 23 (10.50%) TeamCity
6 19 (8.68%) Artifactory
7 15 (6.85%) Eclipse
8 14 (6.39%) Gradle
8 14 (6.39%) JIRA
9 13 (5.94%) GitLab
10 12 (5.48%) Vagrant
11 11 (5.02%) Ant
11 11 (5.02%) Bitbucket
12 10 (4.57%) Android Studio
12 10 (4.57%) Sonatype Nexus
13 9 (4.11%) GoCD
14 7 (3.20%) Hudson
15 6 (2.74%) webpack
16 5 (2.28%) Gerrit
16 5 (2.28%) Travis CI
General
1 75 (34.25%) Finance
2 9 (4.11%) Banking
3 3 (1.37%) Financial Institution
4 1 (0.46%) Back Office
4 1 (0.46%) Games
Job Titles
1 87 (39.73%) Developer
2 59 (26.94%) DevOps Engineer
3 43 (19.63%) Java Developer
4 23 (10.50%) Technical Leader
5 19 (8.68%) Software Engineer
6 15 (6.85%) .NET Developer
7 14 (6.39%) Junior
8 12 (5.48%) C# Developer
8 12 (5.48%) Junior DevOps
8 12 (5.48%) Junior DevOps Engineer
8 12 (5.48%) Senior Developer
9 11 (5.02%) Architect
9 11 (5.02%) Development Engineer
9 11 (5.02%) Software Developer
10 10 (4.57%) C# .NET Developer
11 9 (4.11%) AWS Engineer
11 9 (4.11%) Principal Engineer
11 9 (4.11%) Principal Software Engineer
11 9 (4.11%) Software Development Engineer
12 8 (3.65%) Senior DevOps Engineer
Libraries, Frameworks & Software Standards
1 89 (40.64%) AngularJS
2 83 (37.90%) HTML
3 67 (30.59%) Spring
4 59 (26.94%) Hibernate
5 32 (14.61%) CSS
5 32 (14.61%) React
6 28 (12.79%) Node.js
7 20 (9.13%) Kafka
8 19 (8.68%) RESTful
8 19 (8.68%) Spring Boot
9 16 (7.31%) .NET
10 14 (6.39%) .NET Core
11 13 (5.94%) JSP
12 12 (5.48%) ASP.NET
12 12 (5.48%) JPA
13 11 (5.02%) ASP.NET MVC
13 11 (5.02%) Elastic Stack
13 11 (5.02%) Java EE
13 11 (5.02%) Struts
14 10 (4.57%) EJB
Miscellaneous
1 54 (24.66%) Enterprise Software
2 22 (10.05%) Fintech
3 14 (6.39%) Analytical Skills
4 10 (4.57%) Mobile App
5 9 (4.11%) Management Information System
6 5 (2.28%) Greenfield Project
7 4 (1.83%) User Experience
8 3 (1.37%) Linux Command Line
8 3 (1.37%) Public Cloud
9 2 (0.91%) Algorithms
9 2 (0.91%) Analytical Mindset
9 2 (0.91%) Mainframe
9 2 (0.91%) VSAM
10 1 (0.46%) Data Structures
10 1 (0.46%) FMCG
10 1 (0.46%) Hybrid Cloud
10 1 (0.46%) Self-Motivation
Operating Systems
1 60 (27.40%) Linux
2 17 (7.76%) Red Hat Enterprise Linux
3 12 (5.48%) Windows
4 10 (4.57%) Android
4 10 (4.57%) Apple iOS
5 6 (2.74%) Unix
6 4 (1.83%) Windows Server
7 3 (1.37%) CentOS
7 3 (1.37%) Ubuntu
8 2 (0.91%) Debian
8 2 (0.91%) Mac OS
Processes & Methodologies
1 112 (51.14%) Agile Software Development
2 70 (31.96%) DevOps
3 62 (28.31%) OO
4 60 (27.40%) SDLC
5 56 (25.57%) Collaborative Working
6 55 (25.11%) OOP
7 53 (24.20%) Microservices
8 41 (18.72%) Continuous Integration
9 35 (15.98%) Software Engineering
10 25 (11.42%) Continuous Delivery
11 23 (10.50%) Problem-Solving
12 22 (10.05%) TDD
13 21 (9.59%) Computer Science
13 21 (9.59%) MVC
14 19 (8.68%) Analytics
14 19 (8.68%) Configuration Management
15 16 (7.31%) Scrum
16 13 (5.94%) UML
17 12 (5.48%) Deployment Automation
17 12 (5.48%) Mentoring
Programming Languages
1 115 (52.51%) Java
2 99 (45.21%) Python
3 98 (44.75%) JavaScript
4 86 (39.27%) SQL
5 56 (25.57%) PHP
6 27 (12.33%) C#
7 18 (8.22%) Bash Shell
8 16 (7.31%) Ruby
9 11 (5.02%) TypeScript
10 9 (4.11%) PL/SQL
10 9 (4.11%) PowerShell
11 8 (3.65%) ES6
12 6 (2.74%) ES7
13 5 (2.28%) Go
14 4 (1.83%) Scala
15 2 (0.91%) C++
15 2 (0.91%) COBOL
15 2 (0.91%) Java 8
15 2 (0.91%) JCL
16 1 (0.46%) R
Qualifications
1 20 (9.13%) Degree
2 10 (4.57%) Computer Science Degree
3 2 (0.91%) Microsoft Certification
3 2 (0.91%) PhD
3 2 (0.91%) Security Cleared
4 1 (0.46%) Master's Degree
Quality Assurance & Compliance
1 3 (1.37%) QA
2 2 (0.91%) GDPR
3 1 (0.46%) SLA
System Software
1 4 (1.83%) Active Directory
1 4 (1.83%) NFS
1 4 (1.83%) Samba
2 2 (0.91%) Time Sharing Option
2 2 (0.91%) Virtual Machines
2 2 (0.91%) VMware Infrastructure
3 1 (0.46%) HDFS
Systems Management
1 105 (47.95%) Ansible
2 74 (33.79%) Puppet
3 62 (28.31%) Kubernetes
4 36 (16.44%) Opscode Chef
5 35 (15.98%) Terraform
6 11 (5.02%) Packer
7 9 (4.11%) Icinga
8 6 (2.74%) Graphite
8 6 (2.74%) HAProxy
8 6 (2.74%) Salt
9 3 (1.37%) Mesos
9 3 (1.37%) Nagios
9 3 (1.37%) Oozie
10 2 (0.91%) CA Endevor
10 2 (0.91%) Grafana
10 2 (0.91%) Prometheus
10 2 (0.91%) Sysdig
11 1 (0.46%) Cobbler
11 1 (0.46%) Docker Swarm
11 1 (0.46%) Rancher
Vendors
1 64 (29.22%) Oracle
2 14 (6.39%) Google
3 13 (5.94%) Red Hat
4 11 (5.02%) VMware
5 10 (4.57%) Microsoft
6 5 (2.28%) Xamarin
7 3 (1.37%) New Relic
7 3 (1.37%) Splunk
8 2 (0.91%) IBM
8 2 (0.91%) Twitter
8 2 (0.91%) Zend
9 1 (0.46%) Atlassian
9 1 (0.46%) Cloudera
9 1 (0.46%) HP
9 1 (0.46%) Informatica
9 1 (0.46%) Micro Focus
9 1 (0.46%) Sencha
9 1 (0.46%) TIBCO