Period
to 26 September 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 26 September 2018 with a comparison to the same period in the previous 2 years.

Docker
Scotland > Edinburgh
6 months to
26 Sep 2018
Same period 2017 Same period 2016
Rank 71 126 110
Rank change year-on-year +55 -16 +41
Permanent jobs citing Docker 83 25 26
As % of all permanent IT jobs advertised in Edinburgh 3.29% 0.94% 1.12%
As % of the System Software category 31.32% 10.92% 12.21%
Number of salaries quoted 53 8 26
Edinburgh median annual salary £52,500 £51,250 £50,000
Median salary % change year-on-year +2.44% +2.50% -9.09%
10th Percentile £30,000 £39,900 £45,000
90th Percentile £74,000 £58,250 £55,000
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 265 229 213
As % of all permanent IT jobs advertised in Edinburgh 10.51% 8.62% 9.15%
Number of salaries quoted 177 148 148
Edinburgh median annual salary £50,000 £47,500 £40,000
Median salary % change year-on-year +5.26% +18.75% +14.29%
10th Percentile £27,500 £26,600 £28,271
90th Percentile £75,000 £61,250 £65,000
Scotland median annual salary £46,500 £42,500 £39,000
% change year-on-year +9.41% +8.97% +4.00%

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 26 September 2018.

Salary histogram for Docker in Edinburgh

For the 6 months to 26 September 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 37 (44.58%) Ansible
1 37 (44.58%) DevOps
2 36 (43.37%) Amazon AWS
2 36 (43.37%) Linux
3 33 (39.76%) Jenkins
3 33 (39.76%) Kubernetes
4 28 (33.73%) Java
4 28 (33.73%) Agile Software Development
5 24 (28.92%) Python
6 23 (27.71%) JavaScript
6 23 (27.71%) Microsoft Azure
7 22 (26.51%) Puppet
7 22 (26.51%) Opscode Chef
8 20 (24.10%) Continuous Integration
8 20 (24.10%) Terraform
9 18 (21.69%) AngularJS
10 16 (19.28%) Software Engineering
11 15 (18.07%) Node.js
11 15 (18.07%) RESTful
12 14 (16.87%) Git (software)
12 14 (16.87%) TDD
13 13 (15.66%) Ruby
13 13 (15.66%) Microservices
13 13 (15.66%) Google Cloud Platform
13 13 (15.66%) Fintech
14 12 (14.46%) Red Hat Enterprise Linux
14 12 (14.46%) SaaS
14 12 (14.46%) Degree
14 12 (14.46%) Maven
14 12 (14.46%) Finance

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 (8.43%) OpenStack
2 4 (4.82%) Apache Pig
2 4 (4.82%) Apache Spark
2 4 (4.82%) Elasticsearch
3 3 (3.61%) Apache
3 3 (3.61%) Apache Solr
4 2 (2.41%) Confluence
5 1 (1.20%) concrete5
5 1 (1.20%) MS Exchange
5 1 (1.20%) Tomcat
5 1 (1.20%) WebSphere
5 1 (1.20%) WebSphere Application Server
Business Applications
1 2 (2.41%) Distributed Ledger
Cloud Services
1 36 (43.37%) Amazon AWS
2 23 (27.71%) Microsoft Azure
3 13 (15.66%) Google Cloud Platform
4 12 (14.46%) SaaS
5 6 (7.23%) IaaS
5 6 (7.23%) npm
5 6 (7.23%) PaaS
6 5 (6.02%) OpenShift
6 5 (6.02%) Yarn
7 4 (4.82%) Amazon EC2
7 4 (4.82%) Amazon S3
7 4 (4.82%) AWS CloudFormation
7 4 (4.82%) CloudFront
7 4 (4.82%) Serverless
8 3 (3.61%) Amazon EMR
8 3 (3.61%) AWS Lambda
8 3 (3.61%) Cloud Computing
8 3 (3.61%) GitHub
9 2 (2.41%) Office 365
9 2 (2.41%) Sumo Logic
Communications & Networking
1 6 (7.23%) DNS
2 5 (6.02%) Firewall
3 3 (3.61%) VPN
4 1 (1.20%) BGP
4 1 (1.20%) DHCP
4 1 (1.20%) DMVPN
4 1 (1.20%) HTTP
4 1 (1.20%) IPsec
4 1 (1.20%) MPLS
4 1 (1.20%) SMTP
4 1 (1.20%) WAN
Database & Business Intelligence
1 8 (9.64%) Big Data
2 5 (6.02%) SQL Server
3 4 (4.82%) Blockchain
3 4 (4.82%) PostgreSQL
4 3 (3.61%) Amazon RDS
4 3 (3.61%) Apache Cassandra
4 3 (3.61%) Apache Hive
4 3 (3.61%) Relational Database
5 2 (2.41%) Data Warehouse
5 2 (2.41%) Hadoop
5 2 (2.41%) MySQL
6 1 (1.20%) Amazon DynamoDB
6 1 (1.20%) Amazon Redshift
6 1 (1.20%) Apache Kudu
6 1 (1.20%) BigQuery
6 1 (1.20%) Data Mining
6 1 (1.20%) HBase
6 1 (1.20%) Impala
6 1 (1.20%) NoSQL
6 1 (1.20%) Sqoop
Development Applications
1 33 (39.76%) Jenkins
2 14 (16.87%) Git (software)
3 12 (14.46%) Maven
4 10 (12.05%) GitLab
4 10 (12.05%) Vagrant
5 5 (6.02%) Gerrit
5 5 (6.02%) webpack
6 4 (4.82%) Hudson
6 4 (4.82%) TeamCity
6 4 (4.82%) Travis CI
7 3 (3.61%) Artifactory
7 3 (3.61%) Atlassian Bamboo
7 3 (3.61%) GoCD
7 3 (3.61%) Gradle
7 3 (3.61%) JIRA
7 3 (3.61%) RSpec
7 3 (3.61%) Selenium
7 3 (3.61%) Sonatype Nexus
7 3 (3.61%) Subversion
8 2 (2.41%) Bitbucket
General
1 12 (14.46%) Finance
2 9 (10.84%) Banking
3 3 (3.61%) Financial Institution
4 1 (1.20%) Games
Job Titles
1 27 (32.53%) DevOps Engineer
2 22 (26.51%) Developer
3 13 (15.66%) Software Developer
4 12 (14.46%) AWS Engineer
5 9 (10.84%) Cloud Engineer
6 8 (9.64%) Lead Developer
6 8 (9.64%) Senior DevOps
6 8 (9.64%) Senior DevOps Engineer
7 7 (8.43%) Azure Engineer
7 7 (8.43%) Senior Developer
7 7 (8.43%) Software Engineer
8 6 (7.23%) Azure Developer
8 6 (7.23%) C# Developer
8 6 (7.23%) C# Software Developer
8 6 (7.23%) Lead C# Developer
8 6 (7.23%) Lead Software Developer
8 6 (7.23%) Senior C# Developer
8 6 (7.23%) Senior C# Software Developer
8 6 (7.23%) Senior Software Developer
9 4 (4.82%) Linux Administrator
Libraries, Frameworks & Software Standards
1 18 (21.69%) AngularJS
2 15 (18.07%) Node.js
2 15 (18.07%) RESTful
3 11 (13.25%) React
4 10 (12.05%) HTML
5 8 (9.64%) CSS
6 6 (7.23%) Kafka
6 6 (7.23%) OAuth
6 6 (7.23%) Web Services
7 5 (6.02%) Elastic Stack
7 5 (6.02%) HATEOAS
8 4 (4.82%) HTML5
8 4 (4.82%) LAMP
8 4 (4.82%) LDAP
9 3 (3.61%) .NET
9 3 (3.61%) .NET Core
9 3 (3.61%) Express
9 3 (3.61%) Spring
10 2 (2.41%) Spring Boot
10 2 (2.41%) Twitter Bootstrap
Miscellaneous
1 13 (15.66%) Fintech
2 9 (10.84%) Computer Science
2 9 (10.84%) Public Cloud
3 6 (7.23%) Hybrid Cloud
4 3 (3.61%) Enterprise Software
4 3 (3.61%) Linux Command Line
5 2 (2.41%) Algorithms
5 2 (2.41%) FMCG
5 2 (2.41%) Self-Motivation
6 1 (1.20%) Analytical Mindset
6 1 (1.20%) Analytical Skills
6 1 (1.20%) Cyberthreat
6 1 (1.20%) Data Centre
6 1 (1.20%) Data Structures
6 1 (1.20%) Mobile App
6 1 (1.20%) Private Cloud
6 1 (1.20%) User Experience
Operating Systems
1 36 (43.37%) Linux
2 12 (14.46%) Red Hat Enterprise Linux
3 5 (6.02%) Windows
4 4 (4.82%) Windows Server
5 3 (3.61%) CentOS
5 3 (3.61%) Unix
6 2 (2.41%) Debian
7 1 (1.20%) Mac OS X
Processes & Methodologies
1 37 (44.58%) DevOps
2 28 (33.73%) Agile Software Development
3 20 (24.10%) Continuous Integration
4 16 (19.28%) Software Engineering
5 14 (16.87%) TDD
6 13 (15.66%) Microservices
7 11 (13.25%) Scrum
8 10 (12.05%) Analytics
8 10 (12.05%) Configuration Management
9 9 (10.84%) Problem-Solving
10 8 (9.64%) Continuous Delivery
11 7 (8.43%) Deployment Automation
12 6 (7.23%) Test Automation
13 5 (6.02%) Collaborative Working
13 5 (6.02%) ETL
13 5 (6.02%) Kanban
13 5 (6.02%) OO
14 4 (4.82%) Business Intelligence
14 4 (4.82%) Data Analytics
14 4 (4.82%) Mentoring
Programming Languages
1 28 (33.73%) Java
2 24 (28.92%) Python
3 23 (27.71%) JavaScript
4 13 (15.66%) Ruby
5 10 (12.05%) C#
6 8 (9.64%) SQL
7 5 (6.02%) Bash Shell
7 5 (6.02%) ES6
7 5 (6.02%) ES7
7 5 (6.02%) Go
8 3 (3.61%) Perl
8 3 (3.61%) PHP
8 3 (3.61%) Scala
8 3 (3.61%) TypeScript
9 2 (2.41%) PL/SQL
9 2 (2.41%) Shell Script
10 1 (1.20%) C
10 1 (1.20%) C++
10 1 (1.20%) Jython
10 1 (1.20%) VBScript
Qualifications
1 12 (14.46%) Degree
2 7 (8.43%) Computer Science Degree
3 1 (1.20%) AWS Certification
3 1 (1.20%) Master's Degree
3 1 (1.20%) Microsoft Certification
3 1 (1.20%) PhD
3 1 (1.20%) Security Cleared
Quality Assurance & Compliance
1 1 (1.20%) PCI DSS
System Software
1 5 (6.02%) Active Directory
2 4 (4.82%) NFS
2 4 (4.82%) Samba
3 2 (2.41%) Virtual Machines
3 2 (2.41%) VMware Infrastructure
4 1 (1.20%) HDFS
4 1 (1.20%) VMware NSX
Systems Management
1 37 (44.58%) Ansible
2 33 (39.76%) Kubernetes
3 22 (26.51%) Opscode Chef
3 22 (26.51%) Puppet
4 20 (24.10%) Terraform
5 6 (7.23%) Rancher
6 5 (6.02%) Packer
7 3 (3.61%) Mesos
7 3 (3.61%) Oozie
8 2 (2.41%) Grafana
8 2 (2.41%) Prometheus
8 2 (2.41%) Sysdig
9 1 (1.20%) Docker Swarm
9 1 (1.20%) Rundeck
9 1 (1.20%) Salt
9 1 (1.20%) Single Sign-On
Vendors
1 7 (8.43%) Microsoft
2 6 (7.23%) Google
3 5 (6.02%) Red Hat
3 5 (6.02%) VMware
4 3 (3.61%) Xamarin
5 2 (2.41%) Splunk
6 1 (1.20%) Cisco
6 1 (1.20%) Cloudera
6 1 (1.20%) HP
6 1 (1.20%) Micro Focus
6 1 (1.20%) Oracle
6 1 (1.20%) SaltStack
6 1 (1.20%) Twitter