Period
to 19 February 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 19 February 2018 with a comparison to the same period in the previous 2 years.

Docker
Scotland > Edinburgh
6 months to
19 Feb 2018
Same period 2017 Same period 2016
Rank 89 108 134
Rank change year-on-year +19 +26 +14
Permanent jobs citing Docker 62 22 18
As % of all permanent IT jobs advertised in Edinburgh 2.29% 1.02% 0.65%
As % of the System Software category 25.51% 11.96% 9.09%
Number of salaries quoted 35 16 18
Edinburgh median annual salary £45,000 £50,000 £50,000
Median salary % change year-on-year -10.00% - +25.00%
10th Percentile £28,000 £40,750 £43,125
90th Percentile £76,250 £76,250 £57,500
Scotland median annual salary £50,000 £50,000 £46,250
% change year-on-year - +8.11% +15.63%

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 243 184 198
As % of all permanent IT jobs advertised in Edinburgh 8.98% 8.50% 7.11%
Number of salaries quoted 139 137 123
Edinburgh median annual salary £42,500 £40,000 £38,500
Median salary % change year-on-year +6.25% +3.90% +16.67%
10th Percentile £28,000 £26,150 £21,050
90th Percentile £61,250 £62,250 £57,500
Scotland median annual salary £45,000 £39,000 £40,000
% change year-on-year +15.38% -2.50% +8.47%

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 19 February 2018.

Salary histogram for Docker in Edinburgh

For the 6 months to 19 February 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 39 (62.90%) Amazon AWS
2 34 (54.84%) DevOps
3 33 (53.23%) Ansible
4 31 (50.00%) Puppet
5 29 (46.77%) Jenkins
5 29 (46.77%) Python
6 26 (41.94%) Agile Software Development
6 26 (41.94%) Git (software)
6 26 (41.94%) Opscode Chef
7 25 (40.32%) Linux
8 20 (32.26%) Kubernetes
9 18 (29.03%) Microsoft Azure
10 17 (27.42%) Web Services
10 17 (27.42%) JavaScript
10 17 (27.42%) Software Engineering
11 15 (24.19%) Test Automation
11 15 (24.19%) QA
11 15 (24.19%) Bash Shell
12 14 (22.58%) AWS Certification
12 14 (22.58%) Google Cloud Platform
12 14 (22.58%) Degree
12 14 (22.58%) Data Analysis
12 14 (22.58%) Java
12 14 (22.58%) C++
12 14 (22.58%) Windows
12 14 (22.58%) GCP
13 11 (17.74%) Data Management
13 11 (17.74%) IaaS
13 11 (17.74%) SaaS
14 10 (16.13%) Machine Learning

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 (11.29%) Tomcat
2 4 (6.45%) JBoss
3 3 (4.84%) Apache
4 2 (3.23%) Elasticsearch
4 2 (3.23%) IIS
5 1 (1.61%) MS Exchange
5 1 (1.61%) OpenStack
Applications
1 4 (6.45%) Microsoft Excel
Cloud Services
1 39 (62.90%) Amazon AWS
2 18 (29.03%) Microsoft Azure
3 14 (22.58%) Google Cloud Platform
4 11 (17.74%) IaaS
4 11 (17.74%) SaaS
5 9 (14.52%) PaaS
6 6 (9.68%) Amazon EC2
7 5 (8.06%) AWS CloudFormation
8 4 (6.45%) Amazon S3
9 1 (1.61%) Amazon ElastiCache
9 1 (1.61%) CloudFront
9 1 (1.61%) Office 365
9 1 (1.61%) Route 53
9 1 (1.61%) Virtual Private Cloud
Communications & Networking
1 4 (6.45%) DNS
1 4 (6.45%) Firewall
2 3 (4.84%) VPN
3 1 (1.61%) BGP
3 1 (1.61%) DHCP
3 1 (1.61%) DMVPN
3 1 (1.61%) Internet
3 1 (1.61%) IPsec
3 1 (1.61%) MPLS
3 1 (1.61%) SMTP
3 1 (1.61%) SSL
3 1 (1.61%) WAN
Database & Business Intelligence
1 10 (16.13%) Big Data
1 10 (16.13%) Data Mining
2 3 (4.84%) NoSQL
3 2 (3.23%) Amazon DynamoDB
3 2 (3.23%) MongoDB
3 2 (3.23%) PostgreSQL
3 2 (3.23%) SQL Server
4 1 (1.61%) Cosmos DB
4 1 (1.61%) Data Warehouse
4 1 (1.61%) Geospatial Data
4 1 (1.61%) GIS
4 1 (1.61%) MySQL
4 1 (1.61%) QGIS
4 1 (1.61%) Relational Database
4 1 (1.61%) Spatial Data
Development Applications
1 29 (46.77%) Jenkins
2 26 (41.94%) Git (software)
3 5 (8.06%) GoCD
4 4 (6.45%) Maven
4 4 (6.45%) Subversion
4 4 (6.45%) TeamCity
5 3 (4.84%) Team Foundation Server
6 2 (3.23%) Atlassian Bamboo
6 2 (3.23%) Cucumber
6 2 (3.23%) Hudson
6 2 (3.23%) Mocha
6 2 (3.23%) Sonatype Nexus
6 2 (3.23%) Visual Studio Team System
7 1 (1.61%) Bitbucket
7 1 (1.61%) GCC
7 1 (1.61%) Gradle
7 1 (1.61%) Jasmine
7 1 (1.61%) NuGet
7 1 (1.61%) SoapUI
7 1 (1.61%) Vagrant
General
1 8 (12.90%) Finance
2 1 (1.61%) Banking
2 1 (1.61%) Games
Job Titles
1 14 (22.58%) DevOps Engineer
1 14 (22.58%) Software Engineer
2 13 (20.97%) Consultant
3 11 (17.74%) Developer
4 7 (11.29%) Technical Consultant
5 6 (9.68%) Java Developer
6 4 (6.45%) Cloud Engineer
6 4 (6.45%) Digital Transformation
6 4 (6.45%) Digital Transformation Consultant
6 4 (6.45%) Transformation Consultant
7 3 (4.84%) AWS Engineer
7 3 (4.84%) Senior Developer
7 3 (4.84%) Senior Java Developer
8 2 (3.23%) Administrator
8 2 (3.23%) AWS Consultant
8 2 (3.23%) Front End Developer (Client-Side Developer)
8 2 (3.23%) JavaScript Developer
8 2 (3.23%) Lead Developer
8 2 (3.23%) Lead Java Developer
8 2 (3.23%) Systems Administrator
Libraries, Frameworks & Software Standards
1 17 (27.42%) Web Services
2 10 (16.13%) Boost C++ Libraries
2 10 (16.13%) Elastic Stack
2 10 (16.13%) OpenCV
3 6 (9.68%) AngularJS
3 6 (9.68%) JSP
3 6 (9.68%) React
3 6 (9.68%) Spring
4 5 (8.06%) RESTful
5 4 (6.45%) CSS
5 4 (6.45%) Java EE
5 4 (6.45%) Node.js
6 3 (4.84%) HTML
6 3 (4.84%) Spring MVC
7 2 (3.23%) Laravel
7 2 (3.23%) Redux
8 1 (1.61%) Chai
8 1 (1.61%) JAX-RS
8 1 (1.61%) REST
8 1 (1.61%) Swagger
Miscellaneous
1 10 (16.13%) Algorithms
1 10 (16.13%) Robotics
2 5 (8.06%) Public Cloud
3 3 (4.84%) Fintech
3 3 (4.84%) Mobile App
4 2 (3.23%) Computer Science
4 2 (3.23%) Data Structures
4 2 (3.23%) Hybrid Cloud
5 1 (1.61%) Data Centre
5 1 (1.61%) Enterprise Software
5 1 (1.61%) FMCG
5 1 (1.61%) Greenfield Project
5 1 (1.61%) Hedge funds
5 1 (1.61%) Management Information System
5 1 (1.61%) Private Cloud
Operating Systems
1 25 (40.32%) Linux
2 14 (22.58%) Windows
3 10 (16.13%) Robot Operating System
4 4 (6.45%) CentOS
4 4 (6.45%) Unix
5 3 (4.84%) Mac OS
5 3 (4.84%) Red Hat Enterprise Linux
6 2 (3.23%) Mac OS X
7 1 (1.61%) Apple iOS
7 1 (1.61%) Windows Server
Processes & Methodologies
1 34 (54.84%) DevOps
2 26 (41.94%) Agile Software Development
3 17 (27.42%) Software Engineering
4 15 (24.19%) Test Automation
5 14 (22.58%) Data Analysis
6 11 (17.74%) Data Management
7 10 (16.13%) Deep Learning
7 10 (16.13%) Image Processing
7 10 (16.13%) Innovative Thinking
7 10 (16.13%) Machine Learning
7 10 (16.13%) Mathematics
7 10 (16.13%) Quantitative Analysis
7 10 (16.13%) Software Testing
8 9 (14.52%) Coaching
8 9 (14.52%) Configuration Management
9 8 (12.90%) Mentoring
10 7 (11.29%) MVC
10 7 (11.29%) TDD
11 6 (9.68%) Microservices
11 6 (9.68%) Scrum
Programming Languages
1 29 (46.77%) Python
2 17 (27.42%) JavaScript
3 15 (24.19%) Bash Shell
4 14 (22.58%) C++
4 14 (22.58%) Java
5 8 (12.90%) Ruby
6 5 (8.06%) Perl
6 5 (8.06%) SQL
7 4 (6.45%) PowerShell
8 3 (4.84%) PHP
9 2 (3.23%) C
9 2 (3.23%) ES6
9 2 (3.23%) Go
10 1 (1.61%) C#
10 1 (1.61%) R
10 1 (1.61%) TypeScript
10 1 (1.61%) VBScript
Qualifications
1 14 (22.58%) AWS Certification
1 14 (22.58%) Degree
2 10 (16.13%) Numerate Degree
3 2 (3.23%) Computer Science Degree
4 1 (1.61%) Postgraduate
4 1 (1.61%) SC Cleared
4 1 (1.61%) Security Cleared
Quality Assurance & Compliance
1 15 (24.19%) QA
2 14 (22.58%) GCP
3 1 (1.61%) BS7666
System Software
1 2 (3.23%) Active Directory
1 2 (3.23%) Virtual Machines
2 1 (1.61%) VMware Infrastructure
2 1 (1.61%) VMware Server
2 1 (1.61%) vSphere
Systems Management
1 33 (53.23%) Ansible
2 31 (50.00%) Puppet
3 26 (41.94%) Opscode Chef
4 20 (32.26%) Kubernetes
5 7 (11.29%) Rundeck
5 7 (11.29%) Terraform
6 4 (6.45%) Consul
7 3 (4.84%) Nagios
7 3 (4.84%) Rancher
8 2 (3.23%) Capistrano
8 2 (3.23%) Docker Swarm
8 2 (3.23%) Packer
8 2 (3.23%) yum
9 1 (1.61%) Failover Clustering
9 1 (1.61%) HockeyApp
9 1 (1.61%) Microsoft Clustering
9 1 (1.61%) PowerCLI
9 1 (1.61%) Single Sign-On
Vendors
1 2 (3.23%) Microsoft
1 2 (3.23%) Oracle
1 2 (3.23%) Perforce
1 2 (3.23%) Splunk
2 1 (1.61%) F5
2 1 (1.61%) Red Hat
2 1 (1.61%) VMware