Period
to 21 April 2019

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 21 April 2019 with a comparison to the same period in the previous 2 years.

Docker
Scotland > Edinburgh
6 months to
21 Apr 2019
Same period 2018 Same period 2017
Rank 55 72 118
Rank change year-on-year +17 +46 +21
Permanent jobs citing Docker 111 76 19
As % of all permanent IT jobs advertised in Edinburgh 4.21% 2.88% 0.86%
As % of the System Software category 36.27% 28.79% 10.38%
Number of salaries quoted 86 47 13
Edinburgh median annual salary £47,500 £45,000 £53,000
Median salary % change year-on-year +5.56% -15.09% +7.07%
10th Percentile £32,500 £28,000 £39,700
90th Percentile £76,031 £75,000 £76,250
Scotland median annual salary £50,000 £50,000 £50,000

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 306 264 183
As % of all permanent IT jobs advertised in Edinburgh 11.60% 10.00% 8.25%
Number of salaries quoted 215 154 127
Edinburgh median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £29,000 £28,000 £26,250
90th Percentile £70,000 £65,350 £73,750
Scotland median annual salary £42,500 £45,000 £40,000
% change year-on-year -5.56% +12.50% +3.90%

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 21 April 2019.

Salary histogram for Docker in Edinburgh

For the 6 months to 21 April 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 Edinburgh region with a requirement for Docker.

1 74 (66.67%) Agile Software Development
2 61 (54.95%) Kubernetes
3 51 (45.95%) Software Engineering
4 45 (40.54%) DevOps
5 42 (37.84%) JavaScript
6 35 (31.53%) React
7 33 (29.73%) Java
8 31 (27.93%) Ansible
9 30 (27.03%) SDLC
9 30 (27.03%) Finance
10 29 (26.13%) Jenkins
11 28 (25.23%) Continuous Delivery
11 28 (25.23%) Node.js
11 28 (25.23%) Linux
11 28 (25.23%) Continuous Integration
12 26 (23.42%) Microsoft Azure
13 25 (22.52%) Amazon AWS
14 24 (21.62%) TDD
14 24 (21.62%) HTML
15 23 (20.72%) Python
15 23 (20.72%) Microservices
16 21 (18.92%) CSS
16 21 (18.92%) Banking
17 20 (18.02%) Scrum
18 18 (16.22%) BDD
19 17 (15.32%) Git (software)
19 17 (15.32%) Test Automation
19 17 (15.32%) Google Cloud Platform
20 15 (13.51%) C#
20 15 (13.51%) Coaching

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 7 (6.31%) Apache Spark
2 4 (3.60%) Elasticsearch
3 3 (2.70%) JBoss
4 2 (1.80%) concrete5
4 2 (1.80%) OpenStack
5 1 (0.90%) nginx
5 1 (0.90%) Tomcat
Cloud Services
1 26 (23.42%) Microsoft Azure
2 25 (22.52%) Amazon AWS
3 17 (15.32%) Google Cloud Platform
4 11 (9.91%) SaaS
5 6 (5.41%) GitHub
6 5 (4.50%) IaaS
6 5 (4.50%) PaaS
7 3 (2.70%) Amazon EC2
7 3 (2.70%) OpenShift
8 2 (1.80%) Amazon S3
9 1 (0.90%) Akamai
9 1 (0.90%) IBM Cloud
9 1 (0.90%) Virtual Private Cloud
Communications & Networking
1 2 (1.80%) Firewall
1 2 (1.80%) HTTP
1 2 (1.80%) Internet
1 2 (1.80%) Kerberos
1 2 (1.80%) VPN
2 1 (0.90%) AMQP
2 1 (0.90%) Remote Desktop
2 1 (0.90%) TCP/IP
2 1 (0.90%) Wireshark
Database & Business Intelligence
1 13 (11.71%) MySQL
1 13 (11.71%) PostgreSQL
1 13 (11.71%) Relational Database
2 9 (8.11%) SQL Server
3 8 (7.21%) Apache Cassandra
4 6 (5.41%) Amazon Aurora
4 6 (5.41%) GIS
4 6 (5.41%) NoSQL
5 5 (4.50%) MongoDB
6 3 (2.70%) Cosmos DB
7 2 (1.80%) Big Data
7 2 (1.80%) MariaDB
7 2 (1.80%) Pentaho
7 2 (1.80%) RDBMS
8 1 (0.90%) Amazon RDS
8 1 (0.90%) Oracle Database
8 1 (0.90%) Oracle Database 12c
Development Applications
1 29 (26.13%) Jenkins
2 17 (15.32%) Git (software)
3 11 (9.91%) JIRA
4 7 (6.31%) Artifactory
4 7 (6.31%) GoCD
4 7 (6.31%) Vagrant
5 6 (5.41%) Travis CI
6 4 (3.60%) webpack
7 3 (2.70%) Eclipse
7 3 (2.70%) Maven
7 3 (2.70%) SonarQube
8 2 (1.80%) Sonatype Nexus
8 2 (1.80%) TeamCity
9 1 (0.90%) Babel
9 1 (0.90%) Cucumber
9 1 (0.90%) gulp
9 1 (0.90%) Mercurial
9 1 (0.90%) Mocha
9 1 (0.90%) Pylint
9 1 (0.90%) Team Foundation Server
General
1 30 (27.03%) Finance
2 21 (18.92%) Banking
3 9 (8.11%) Marketing
4 8 (7.21%) Retail
5 5 (4.50%) Automotive
Job Titles
1 24 (21.62%) DevOps Engineer
2 20 (18.02%) Developer
3 16 (14.41%) Software Engineer
4 13 (11.71%) Senior DevOps
5 12 (10.81%) Senior DevOps Engineer
6 9 (8.11%) Architect
7 8 (7.21%) Cloud Engineer
7 8 (7.21%) Java Engineer
7 8 (7.21%) Junior
8 7 (6.31%) Java Software Engineer
8 7 (6.31%) Junior DevOps
8 7 (6.31%) Junior DevOps Engineer
9 6 (5.41%) Analyst
9 6 (5.41%) Application Security Analyst
9 6 (5.41%) Django Developer
9 6 (5.41%) Python Engineer
9 6 (5.41%) Security Analyst
9 6 (5.41%) Senior Analyst
9 6 (5.41%) Senior Security Analyst
10 5 (4.50%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 35 (31.53%) React
2 28 (25.23%) Node.js
3 24 (21.62%) HTML
4 21 (18.92%) CSS
5 15 (13.51%) Redux
6 14 (12.61%) HTML5
7 13 (11.71%) RESTful
8 11 (9.91%) CSS3
8 11 (9.91%) Kafka
9 9 (8.11%) AngularJS
10 8 (7.21%) .NET
10 8 (7.21%) Elastic Stack
11 6 (5.41%) Django
11 6 (5.41%) Java EE
11 6 (5.41%) NumPy
11 6 (5.41%) Pandas
12 5 (4.50%) Spring
13 4 (3.60%) React Native
13 4 (3.60%) Ruby on Rails
14 3 (2.70%) Spring Boot
Miscellaneous
1 15 (13.51%) Fintech
2 10 (9.01%) Mobile App
3 6 (5.41%) Linux Command Line
4 5 (4.50%) Greenfield Project
5 4 (3.60%) Smart Home
6 3 (2.70%) Enterprise Software
7 2 (1.80%) Analytical Skills
7 2 (1.80%) Hybrid Cloud
7 2 (1.80%) Public Cloud
8 1 (0.90%) Analytical Mindset
8 1 (0.90%) Mainframe
8 1 (0.90%) User Experience
8 1 (0.90%) VSAM
Operating Systems
1 28 (25.23%) Linux
2 11 (9.91%) Unix
3 4 (3.60%) Windows
4 3 (2.70%) Mac OS
4 3 (2.70%) Red Hat Enterprise Linux
5 1 (0.90%) CentOS
5 1 (0.90%) SmartOS
Processes & Methodologies
1 74 (66.67%) Agile Software Development
2 51 (45.95%) Software Engineering
3 45 (40.54%) DevOps
4 30 (27.03%) SDLC
5 28 (25.23%) Continuous Delivery
5 28 (25.23%) Continuous Integration
6 24 (21.62%) TDD
7 23 (20.72%) Microservices
8 20 (18.02%) Scrum
9 18 (16.22%) BDD
10 17 (15.32%) Test Automation
11 15 (13.51%) Coaching
12 14 (12.61%) Problem-Solving
13 13 (11.71%) Technical Leadership
14 11 (9.91%) Configuration Management
14 11 (9.91%) Continuous Improvement
14 11 (9.91%) Data Science
14 11 (9.91%) Mentoring
15 10 (9.01%) OO
15 10 (9.01%) Open Source
Programming Languages
1 42 (37.84%) JavaScript
2 33 (29.73%) Java
3 23 (20.72%) Python
4 15 (13.51%) C#
5 11 (9.91%) SQL
5 11 (9.91%) TypeScript
6 9 (8.11%) Bash Shell
7 8 (7.21%) Scala
8 7 (6.31%) Ruby
9 5 (4.50%) ES6
10 4 (3.60%) Java 8
11 3 (2.70%) ES7
11 3 (2.70%) PHP
11 3 (2.70%) PL/SQL
12 2 (1.80%) Groovy
12 2 (1.80%) PowerShell
13 1 (0.90%) COBOL
13 1 (0.90%) JCL
13 1 (0.90%) Perl
Qualifications
1 7 (6.31%) Degree
2 4 (3.60%) Computer Science Degree
3 1 (0.90%) Microsoft Certification
Quality Assurance & Compliance
1 6 (5.41%) QA
2 2 (1.80%) GDPR
2 2 (1.80%) PCI DSS
System Software
1 4 (3.60%) VMware Infrastructure
2 2 (1.80%) Virtual Machines
3 1 (0.90%) Active Directory
3 1 (0.90%) Time Sharing Option
Systems Management
1 61 (54.95%) Kubernetes
2 31 (27.93%) Ansible
3 12 (10.81%) Terraform
4 9 (8.11%) Opscode Chef
5 8 (7.21%) Prometheus
6 3 (2.70%) Grafana
6 3 (2.70%) Puppet
7 2 (1.80%) Graphite
7 2 (1.80%) ZABBIX
8 1 (0.90%) CA Endevor
8 1 (0.90%) HAProxy
8 1 (0.90%) Icinga
8 1 (0.90%) Kibana
8 1 (0.90%) Packer
8 1 (0.90%) Salt
Vendors
1 12 (10.81%) Google
2 7 (6.31%) Microsoft
3 6 (5.41%) PagerDuty
4 5 (4.50%) VMware
5 4 (3.60%) Red Hat
5 4 (3.60%) Splunk
5 4 (3.60%) Xamarin
6 2 (1.80%) Cisco
6 2 (1.80%) Juniper
7 1 (0.90%) IBM
7 1 (0.90%) Okta
7 1 (0.90%) Oracle