Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 16 August 2022 with a comparison to the same period in the previous 2 years.

Docker
UK > Scotland
6 months to
16 Aug 2022		 Same period 2021 Same period 2020
Rank 20 33 32
Rank change year-on-year +13 -1 +19
Permanent jobs citing Docker 601 303 137
As % of all permanent jobs advertised in Scotland 10.58% 6.96% 6.73%
As % of the System Software category 63.40% 44.76% 43.49%
Number of salaries quoted 371 226 84
10th Percentile £46,250 £38,375 £32,500
25th Percentile £50,000 £43,750 £40,000
Median annual salary (50th Percentile) £60,000 £55,000 £52,500
Median % change year-on-year +9.09% +4.76% +5.00%
75th Percentile £80,000 £75,000 £60,000
90th Percentile £86,250 £86,250 £70,875
UK median annual salary £70,000 £67,500 £65,000
% change year-on-year +3.70% +3.85% -

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 948 677 315
As % of all permanent IT jobs advertised in Scotland 16.69% 15.55% 15.47%
Number of salaries quoted 615 512 197
10th Percentile £30,000 £26,500 £25,950
25th Percentile £45,000 £35,000 £37,500
Median annual salary (50th Percentile) £58,454 £47,500 £47,500
Median % change year-on-year +23.06% - +11.76%
75th Percentile £73,750 £61,250 £55,000
90th Percentile £84,500 £80,000 £62,750
UK median annual salary £55,500 £55,000 £53,500
% change year-on-year +0.91% +2.80% +7.00%

Docker
Job Vacancy Trend in Scotland

Job postings citing Docker as a proportion of all IT jobs advertised in Scotland.

Job vacancy trend for Docker in Scotland

Docker
Salary Trend in Scotland

3-month moving average salary quoted in jobs citing Docker in Scotland.

Salary trend for Docker in Scotland

Docker
Salary Histogram in Scotland

Salary distribution for jobs citing Docker in Scotland over the 6 months to 16 August 2022.

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 16 August 2022. 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
Jobs
Edinburgh +7 374 £61,840 -4.86% 19
Glasgow +5 88 £60,000 +20.00% 14
Lanarkshire - 45 £62,500 -
Dunbartonshire - 18 - -
Midlothian - 15 - -
Renfrewshire - 12 £60,000 - 1
East Lothian - 11 - -
Fife - 10 - -
Aberdeen -2 6 £55,000 -15.38% 6
West Dunbartonshire - 6 - -
West Lothian -3 5 £27,500 -
Dundee -6 1 £70,000 +28.44% 1
South Lanarkshire - 1 - -
Docker
UK

For the 6 months to 16 August 2022, 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.

1 356 (59.23%) Software Engineering
2 354 (58.90%) Kubernetes
3 329 (54.74%) Agile
4 307 (51.08%) Azure
5 279 (46.42%) Java
6 265 (44.09%) DevOps
7 244 (40.60%) JavaScript
8 226 (37.60%) AWS
9 224 (37.27%) SQL
10 220 (36.61%) .NET
11 205 (34.11%) Node.js
12 200 (33.28%) Go
13 197 (32.78%) Git (software)
14 170 (28.29%) React
15 167 (27.79%) NoSQL
16 164 (27.29%) Microservices
17 160 (26.62%) AngularJS
18 153 (25.46%) ASP.NET
18 153 (25.46%) CSS
19 151 (25.12%) HTML
20 150 (24.96%) Containerisation
21 144 (23.96%) CI/CD
22 139 (23.13%) Ruby
23 134 (22.30%) MVC
24 124 (20.63%) Ruby on Rails
25 122 (20.30%) Python
26 120 (19.97%) Finance
26 120 (19.97%) Marketing
26 120 (19.97%) Web Development
27 118 (19.63%) HTTP

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 28 (4.66%) Confluence
2 6 (1.00%) Apache Spark
3 4 (0.67%) Apache
3 4 (0.67%) Apache Airflow
3 4 (0.67%) SharePoint
4 3 (0.50%) nginx
5 2 (0.33%) Jupyter
6 1 (0.17%) Oracle SOA Suite
Business Applications
1 4 (0.67%) Payment Gateway
Cloud Services
1 307 (51.08%) Azure
2 226 (37.60%) AWS
3 58 (9.65%) GCP
4 50 (8.32%) SaaS
5 49 (8.15%) Azure DevOps
6 33 (5.49%) AWS Lambda
6 33 (5.49%) Serverless
7 21 (3.49%) GitHub
8 17 (2.83%) Azure Active Directory
9 16 (2.66%) Azure Cosmos DB
9 16 (2.66%) Azure Service Bus
9 16 (2.66%) Cloud Computing
10 15 (2.50%) PaaS
11 14 (2.33%) Amazon SQS
12 11 (1.83%) AWS CloudFormation
13 10 (1.66%) Azure Key Vault
14 9 (1.50%) Amazon CloudWatch
14 9 (1.50%) Amazon Kinesis
14 9 (1.50%) Cloudflare
15 8 (1.33%) Amazon S3
Communications & Networking
1 118 (19.63%) HTTP
1 118 (19.63%) SSL
2 14 (2.33%) DNS
2 14 (2.33%) HTTPS
3 2 (0.33%) Broadband
3 2 (0.33%) Firewall
4 1 (0.17%) Ethernet
4 1 (0.17%) Internet
Database & Business Intelligence
1 167 (27.79%) NoSQL
2 44 (7.32%) Elasticsearch
3 31 (5.16%) MongoDB
4 27 (4.49%) MySQL
5 22 (3.66%) DynamoDB
6 20 (3.33%) PostgreSQL
7 19 (3.16%) Redis
7 19 (3.16%) Relational Database
8 9 (1.50%) SQL Server
9 8 (1.33%) Amazon Athena
10 7 (1.16%) Big Data
10 7 (1.16%) MariaDB
11 6 (1.00%) Oracle Database
12 4 (0.67%) Data Lake
12 4 (0.67%) Hadoop
12 4 (0.67%) Hazelcast
13 3 (0.50%) Data Warehouse
13 3 (0.50%) Power BI
14 2 (0.33%) Amazon QuickSight
14 2 (0.33%) Amazon RDS
Development Applications
1 197 (32.78%) Git (software)
2 89 (14.81%) Jenkins
3 35 (5.82%) JIRA
4 21 (3.49%) Selenium
5 18 (3.00%) Cypress.io
6 17 (2.83%) Bitbucket
7 15 (2.50%) IBM UrbanCode
8 14 (2.33%) GitLab
9 12 (2.00%) Postman
9 12 (2.00%) Sonatype Nexus
10 10 (1.66%) Gerrit
10 10 (1.66%) TeamCity
11 9 (1.50%) Team Foundation Server
12 8 (1.33%) Maven
12 8 (1.33%) Octopus Deploy
12 8 (1.33%) Travis CI
13 7 (1.16%) CircleCI
13 7 (1.16%) ClearCase
13 7 (1.16%) Cucumber
13 7 (1.16%) Terragrunt
General
1 120 (19.97%) Finance
1 120 (19.97%) Marketing
2 118 (19.63%) Social Skills
3 78 (12.98%) Banking
4 23 (3.83%) Public Sector
5 22 (3.66%) Inclusion and Diversity
6 19 (3.16%) Games
7 9 (1.50%) Law
7 9 (1.50%) Multimedia
8 8 (1.33%) Retail Banking
9 7 (1.16%) Publishing
9 7 (1.16%) Tech for Good
10 5 (0.83%) Documentation Skills
11 4 (0.67%) Analytical Skills
11 4 (0.67%) Retail
12 2 (0.33%) Advertising
13 1 (0.17%) Electronics
13 1 (0.17%) Influencing Skills
13 1 (0.17%) Investment Banking
13 1 (0.17%) Legal
Job Titles
1 243 (40.43%) Software Engineer
2 191 (31.78%) Developer
3 73 (12.15%) DevOps Engineer
4 46 (7.65%) Senior Developer
5 34 (5.66%) Senior Software Engineer
6 31 (5.16%) C# Developer
7 27 (4.49%) Java Developer
8 26 (4.33%) Full Stack Developer
9 22 (3.66%) Python Developer
10 21 (3.49%) PHP Developer
11 18 (3.00%) Site Engineer
11 18 (3.00%) Site Reliability Engineer
12 16 (2.66%) Front End Developer (Client-Side Developer)
13 15 (2.50%) Cloud Engineer
13 15 (2.50%) Senior Full Stack Developer
14 14 (2.33%) Lead Software Engineer
14 14 (2.33%) Senior Python Developer
14 14 (2.33%) Technical Leader
15 13 (2.16%) Software Developer
16 12 (2.00%) Senior Cloud Engineer
Libraries, Frameworks & Software Standards
1 220 (36.61%) .NET
2 205 (34.11%) Node.js
3 170 (28.29%) React
4 160 (26.62%) AngularJS
5 153 (25.46%) ASP.NET
5 153 (25.46%) CSS
6 151 (25.12%) HTML
7 124 (20.63%) Ruby on Rails
8 118 (19.63%) Angular 2
9 65 (10.82%) .NET Core
10 63 (10.48%) RESTful
11 53 (8.82%) Spring Boot
11 53 (8.82%) Web Services
12 47 (7.82%) Spring
13 46 (7.65%) REST
14 33 (5.49%) Laravel
14 33 (5.49%) Redux
15 30 (4.99%) Elastic Stack
16 29 (4.83%) XML
17 26 (4.33%) Vue.js
Miscellaneous
1 48 (7.99%) Virtual Team
2 38 (6.32%) Cloud Native
3 34 (5.66%) Mobile App
4 33 (5.49%) Public Cloud
5 17 (2.83%) Greenfield Project
5 17 (2.83%) User Experience
6 13 (2.16%) Private Cloud
7 11 (1.83%) EPoS
8 10 (1.66%) Clustering
8 10 (1.66%) Management Information System
9 9 (1.50%) Podcast
9 9 (1.50%) Video Editing
10 8 (1.33%) Self-Motivation
10 8 (1.33%) Tandem
11 6 (1.00%) Enterprise Software
12 5 (0.83%) NHS
12 5 (0.83%) PMI
13 4 (0.67%) Algorithms
14 3 (0.50%) Hybrid Cloud
14 3 (0.50%) Renewable Energy
Operating Systems
1 108 (17.97%) Linux
2 55 (9.15%) Windows
3 31 (5.16%) Android
3 31 (5.16%) Apple iOS
4 29 (4.83%) Unix
5 10 (1.66%) zOS
6 9 (1.50%) CoreOS
7 8 (1.33%) Mesosphere
8 1 (0.17%) CentOS
8 1 (0.17%) Ubuntu
8 1 (0.17%) Windows Server 2008
Processes & Methodologies
1 356 (59.23%) Software Engineering
2 329 (54.74%) Agile
3 265 (44.09%) DevOps
4 164 (27.29%) Microservices
5 150 (24.96%) Containerisation
6 144 (23.96%) CI/CD
7 134 (22.30%) MVC
8 120 (19.97%) Web Development
9 115 (19.13%) Full Stack Development
10 104 (17.30%) Scrum
11 102 (16.97%) Continuous Integration
12 97 (16.14%) SDLC
13 88 (14.64%) TDD
14 87 (14.48%) Mentoring
15 79 (13.14%) Infrastructure as Code
16 72 (11.98%) Coaching
17 63 (10.48%) BDD
17 63 (10.48%) Collaborative Working
18 61 (10.15%) Test Automation
19 58 (9.65%) Customer Experience
Programming Languages
1 279 (46.42%) Java
2 244 (40.60%) JavaScript
3 224 (37.27%) SQL
4 200 (33.28%) Go
5 139 (23.13%) Ruby
6 122 (20.30%) Python
7 105 (17.47%) C#
8 59 (9.82%) TypeScript
9 47 (7.82%) PHP
10 36 (5.99%) Bash
11 21 (3.49%) T-SQL
12 20 (3.33%) Groovy
13 17 (2.83%) PowerShell
14 13 (2.16%) Kotlin
15 8 (1.33%) Scala
16 7 (1.16%) C
17 4 (0.67%) Shell Script
18 3 (0.50%) Perl
19 2 (0.33%) Elixir
19 2 (0.33%) R
Qualifications
1 44 (7.32%) Security Cleared
2 7 (1.16%) SC Cleared
3 5 (0.83%) PMI Certification
4 4 (0.67%) Degree
5 1 (0.17%) AWS Certification
Quality Assurance & Compliance
1 30 (4.99%) QA
2 6 (1.00%) Accessibility
System Software
1 11 (1.83%) Active Directory
2 5 (0.83%) KVM
3 1 (0.17%) Hyper-V
3 1 (0.17%) VMware ESXi
Systems Management
1 354 (58.90%) Kubernetes
2 101 (16.81%) Terraform
3 67 (11.15%) Ansible
4 29 (4.83%) Puppet
5 28 (4.66%) Opscode Chef
6 20 (3.33%) Prometheus
7 19 (3.16%) ZABBIX
8 18 (3.00%) Kibana
8 18 (3.00%) logstash
9 10 (1.66%) Failover Clustering
9 10 (1.66%) HAProxy
10 9 (1.50%) Grafana
10 9 (1.50%) Istio
10 9 (1.50%) Packer
11 8 (1.33%) Automic
11 8 (1.33%) Consul
12 3 (0.50%) OpenNebula
13 1 (0.17%) CASB
13 1 (0.17%) HP Fortify
13 1 (0.17%) Single Sign-On
Vendors
1 26 (4.33%) Microsoft
2 24 (3.99%) Google
3 22 (3.66%) Dynatrace
4 20 (3.33%) Splunk
5 11 (1.83%) Apple
6 8 (1.33%) Hitachi
6 8 (1.33%) Okta
6 8 (1.33%) Oracle
7 7 (1.16%) Mapbox
8 6 (1.00%) MuleSoft
9 4 (0.67%) PayPal
10 3 (0.50%) IBM
11 2 (0.33%) Salesforce.com
12 1 (0.17%) Checkmarx
12 1 (0.17%) Databricks
12 1 (0.17%) Red Hat
12 1 (0.17%) Veracode
12 1 (0.17%) Verint