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

Docker
Scotland > Edinburgh
6 months to
26 May 2018
Same period 2017 Same period 2016
Rank 70 122 135
Rank change year-on-year +52 +13 +12
Permanent jobs citing Docker 81 14 10
As % of all permanent IT jobs advertised in Edinburgh 3.07% 0.63% 0.40%
As % of the System Software category 29.45% 8.86% 5.99%
Number of salaries quoted 51 10 10
Edinburgh median annual salary £45,000 £48,750 £48,500
Median salary % change year-on-year -7.69% +0.52% +21.25%
10th Percentile £28,000 £37,425 £38,750
90th Percentile £71,250 £58,250 £55,125
Scotland median annual salary £50,000 £50,000 £45,000
% change year-on-year - +11.11% +12.50%

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 275 158 167
As % of all permanent IT jobs advertised in Edinburgh 10.42% 7.12% 6.69%
Number of salaries quoted 166 109 103
Edinburgh median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% +17.65%
10th Percentile £27,500 £26,200 £24,450
90th Percentile £67,125 £73,750 £57,500
Scotland median annual salary £45,000 £40,000 £38,500
% change year-on-year +12.50% +3.90% +0.65%

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 May 2018.

Salary histogram for Docker in Edinburgh

For the 6 months to 26 May 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 53 (65.43%) Amazon AWS
2 50 (61.73%) Ansible
3 48 (59.26%) DevOps
4 41 (50.62%) Puppet
5 38 (46.91%) Jenkins
6 33 (40.74%) Linux
7 32 (39.51%) Kubernetes
8 31 (38.27%) Python
9 28 (34.57%) Opscode Chef
10 26 (32.10%) Git (software)
10 26 (32.10%) Agile Software Development
11 24 (29.63%) Microsoft Azure
12 21 (25.93%) SaaS
13 19 (23.46%) Google Cloud Platform
13 19 (23.46%) Software Engineering
13 19 (23.46%) GCP
14 18 (22.22%) Degree
15 16 (19.75%) C++
15 16 (19.75%) AWS Certification
16 15 (18.52%) Bash Shell
16 15 (18.52%) JavaScript
17 14 (17.28%) Windows
17 14 (17.28%) QA
17 14 (17.28%) Test Automation
17 14 (17.28%) Data Analysis
17 14 (17.28%) PaaS
17 14 (17.28%) IaaS
18 13 (16.05%) Web Services
19 11 (13.58%) Data Management
19 11 (13.58%) Algorithms

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 6 (7.41%) Elasticsearch
1 6 (7.41%) OpenStack
2 2 (2.47%) MS Exchange
3 1 (1.23%) Apache
3 1 (1.23%) IIS
3 1 (1.23%) Tomcat
Applications
1 4 (4.94%) Microsoft Excel
Cloud Services
1 53 (65.43%) Amazon AWS
2 24 (29.63%) Microsoft Azure
3 21 (25.93%) SaaS
4 19 (23.46%) Google Cloud Platform
5 14 (17.28%) IaaS
5 14 (17.28%) PaaS
6 6 (7.41%) CloudFront
7 3 (3.70%) Amazon EC2
7 3 (3.70%) Amazon S3
7 3 (3.70%) AWS CloudFormation
8 2 (2.47%) Route 53
8 2 (2.47%) Virtual Private Cloud
9 1 (1.23%) Amazon ElastiCache
9 1 (1.23%) Office 365
Communications & Networking
1 6 (7.41%) DNS
2 4 (4.94%) Firewall
3 3 (3.70%) VPN
4 2 (2.47%) BGP
4 2 (2.47%) DHCP
4 2 (2.47%) DMVPN
4 2 (2.47%) IPsec
4 2 (2.47%) MPLS
4 2 (2.47%) SMTP
4 2 (2.47%) WAN
5 1 (1.23%) Internet
5 1 (1.23%) Network Security
5 1 (1.23%) SSL
Database & Business Intelligence
1 10 (12.35%) Big Data
1 10 (12.35%) Data Mining
2 2 (2.47%) NoSQL
3 1 (1.23%) Amazon DynamoDB
3 1 (1.23%) Data Warehouse
3 1 (1.23%) Geospatial Data
3 1 (1.23%) GIS
3 1 (1.23%) MongoDB
3 1 (1.23%) PostgreSQL
3 1 (1.23%) QGIS
3 1 (1.23%) Relational Database
3 1 (1.23%) Spatial Data
3 1 (1.23%) SQL Server
Development Applications
1 38 (46.91%) Jenkins
2 26 (32.10%) Git (software)
3 6 (7.41%) GitLab
4 5 (6.17%) GoCD
5 4 (4.94%) Maven
5 4 (4.94%) Subversion
5 4 (4.94%) TeamCity
5 4 (4.94%) Vagrant
6 2 (2.47%) Grunt
6 2 (2.47%) Team Foundation Server
6 2 (2.47%) Visual Studio Team System
7 1 (1.23%) JUnit
7 1 (1.23%) LoadRunner
7 1 (1.23%) Selenium
7 1 (1.23%) SoapUI
General
1 4 (4.94%) Finance
2 3 (3.70%) Banking
3 1 (1.23%) Games
Job Titles
1 27 (33.33%) DevOps Engineer
2 17 (20.99%) Software Engineer
3 15 (18.52%) Consultant
4 8 (9.88%) Cloud Engineer
4 8 (9.88%) Developer
4 8 (9.88%) Senior DevOps
4 8 (9.88%) Senior DevOps Engineer
4 8 (9.88%) Technical Consultant
5 7 (8.64%) AWS Engineer
6 4 (4.94%) Azure Engineer
6 4 (4.94%) Digital Transformation
6 4 (4.94%) Digital Transformation Consultant
6 4 (4.94%) Transformation Consultant
7 3 (3.70%) AWS Consultant
7 3 (3.70%) Azure Developer
7 3 (3.70%) C# Software Developer
7 3 (3.70%) Lead Developer
7 3 (3.70%) Senior C# Software Developer
7 3 (3.70%) Senior Developer
7 3 (3.70%) Software Developer
Libraries, Frameworks & Software Standards
1 13 (16.05%) Web Services
2 10 (12.35%) Boost C++ Libraries
2 10 (12.35%) Elastic Stack
2 10 (12.35%) OpenCV
3 8 (9.88%) AngularJS
4 6 (7.41%) React
5 3 (3.70%) CSS
5 3 (3.70%) OAuth
5 3 (3.70%) RESTful
6 2 (2.47%) Django
6 2 (2.47%) Flask
6 2 (2.47%) HTML
6 2 (2.47%) jQuery
6 2 (2.47%) LESS
6 2 (2.47%) OpenGL
6 2 (2.47%) Ruby on Rails
6 2 (2.47%) Sass
7 1 (1.23%) HTML5
7 1 (1.23%) PostGIS
7 1 (1.23%) Twitter Bootstrap
Miscellaneous
1 11 (13.58%) Algorithms
2 10 (12.35%) Public Cloud
2 10 (12.35%) Robotics
3 6 (7.41%) Fintech
3 6 (7.41%) Hybrid Cloud
4 5 (6.17%) Computer Science
5 4 (4.94%) Data Structures
5 4 (4.94%) Self-Motivation
6 2 (2.47%) Data Centre
6 2 (2.47%) Greenfield Project
6 2 (2.47%) Private Cloud
7 1 (1.23%) Enterprise Software
7 1 (1.23%) FMCG
7 1 (1.23%) Hedge funds
7 1 (1.23%) Management Information System
Operating Systems
1 33 (40.74%) Linux
2 14 (17.28%) Windows
3 10 (12.35%) Robot Operating System
4 8 (9.88%) Red Hat Enterprise Linux
5 5 (6.17%) CentOS
6 3 (3.70%) Mac OS X
7 1 (1.23%) Unix
Processes & Methodologies
1 48 (59.26%) DevOps
2 26 (32.10%) Agile Software Development
3 19 (23.46%) Software Engineering
4 14 (17.28%) Data Analysis
4 14 (17.28%) Test Automation
5 11 (13.58%) Data Management
5 11 (13.58%) Machine Learning
6 10 (12.35%) Deep Learning
6 10 (12.35%) Image Processing
6 10 (12.35%) Innovative Thinking
6 10 (12.35%) Mathematics
6 10 (12.35%) Quantitative Analysis
6 10 (12.35%) Software Testing
7 7 (8.64%) Scrum
8 6 (7.41%) Analytics
8 6 (7.41%) Continuous Deployment
8 6 (7.41%) Deployment Automation
9 5 (6.17%) Coaching
9 5 (6.17%) Data Analytics
9 5 (6.17%) Waterfall
Programming Languages
1 31 (38.27%) Python
2 16 (19.75%) C++
3 15 (18.52%) Bash Shell
3 15 (18.52%) JavaScript
4 7 (8.64%) Ruby
5 4 (4.94%) Perl
6 3 (3.70%) C
6 3 (3.70%) C#
6 3 (3.70%) Java
6 3 (3.70%) PHP
7 2 (2.47%) PowerShell
7 2 (2.47%) SQL
8 1 (1.23%) Go
8 1 (1.23%) Java 8
8 1 (1.23%) Shell Script
Qualifications
1 18 (22.22%) Degree
2 16 (19.75%) AWS Certification
3 10 (12.35%) Numerate Degree
4 4 (4.94%) Computer Science Degree
5 1 (1.23%) Postgraduate
Quality Assurance & Compliance
1 19 (23.46%) GCP
2 14 (17.28%) QA
3 1 (1.23%) BS7666
3 1 (1.23%) PCI DSS
System Software
1 5 (6.17%) Virtual Machines
2 3 (3.70%) VMware Infrastructure
3 2 (2.47%) Active Directory
4 1 (1.23%) VMware NSX
4 1 (1.23%) VMware Server
Systems Management
1 50 (61.73%) Ansible
2 41 (50.62%) Puppet
3 32 (39.51%) Kubernetes
4 28 (34.57%) Opscode Chef
5 10 (12.35%) Terraform
6 6 (7.41%) Rundeck
7 4 (4.94%) Consul
7 4 (4.94%) Rancher
8 2 (2.47%) Nagios
8 2 (2.47%) Single Sign-On
9 1 (1.23%) HockeyApp
Vendors
1 3 (3.70%) Splunk
1 3 (3.70%) VMware
2 1 (1.23%) Cisco
2 1 (1.23%) HP
2 1 (1.23%) Micro Focus
2 1 (1.23%) Microsoft
2 1 (1.23%) Oracle
2 1 (1.23%) Red Hat