Period
to 20 April 2018

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Kanban skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Kanban over the 6 months to 20 April 2018 with a comparison to the same period in the previous 2 years.

Kanban
UK > Scotland
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 152 152 183
Rank change year-on-year 0 +31 +12
Permanent jobs citing Kanban 90 51 55
As % of all permanent IT jobs advertised in Scotland 1.56% 1.09% 0.93%
As % of the Processes & Methodologies category 1.69% 1.18% 1.01%
Number of salaries quoted 46 34 41
Scotland median annual salary £44,500 £45,000 £61,500
Median salary % change year-on-year -1.11% -26.83% +44.71%
10th Percentile £32,500 £30,050 £41,750
90th Percentile £70,000 £64,250 £70,000
UK median annual salary £55,000 £52,500 £55,000
% change year-on-year +4.76% -4.55% +15.79%

Kanban is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Scotland
Permanent vacancies with a requirement for process or methodology skills 5,327 4,316 5,443
As % of all permanent IT jobs advertised in Scotland 92.21% 92.32% 91.59%
Number of salaries quoted 3,603 2,720 3,457
Scotland median annual salary £45,000 £45,000 £45,000
10th Percentile £28,750 £28,750 £27,500
90th Percentile £70,000 £67,500 £65,000
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Kanban
Job Vacancy Trend in Scotland

Job postings citing Kanban as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Kanban in Scotland

Kanban
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Kanban in Scotland.

Salary trend for Kanban in Scotland

Kanban
Salary Histogram in Scotland

The salary distribution of IT jobs citing Kanban in Scotland over the 6 months to 20 April 2018.

Salary histogram for Kanban in Scotland

Kanban
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Kanban within the Scotland region over the 6 months to 20 April 2018. 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
Job
Vacancies
Glasgow -14 43 £47,000 +17.50% 6
Edinburgh +6 38 £46,250 -5.13% 10
Dundee +2 9 £38,750 -22.50% 1
Kanban
UK

For the 6 months to 20 April 2018, IT jobs citing Kanban 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 Kanban.

1 89 (98.89%) Agile Software Development
2 85 (94.44%) Scrum
3 40 (44.44%) Java
4 29 (32.22%) Software Engineering
5 25 (27.78%) TDD
5 25 (27.78%) Degree
5 25 (27.78%) JavaScript
6 23 (25.56%) Python
7 22 (24.44%) Finance
8 21 (23.33%) HTML
8 21 (23.33%) Test Automation
9 20 (22.22%) BDD
10 18 (20.00%) HTML5
10 18 (20.00%) Ruby
11 17 (18.89%) Spring
11 17 (18.89%) SDLC
12 15 (16.67%) DevOps
12 15 (16.67%) Business Analysis
12 15 (16.67%) Hibernate
12 15 (16.67%) NoSQL
12 15 (16.67%) Ansible
13 13 (14.44%) Hadoop
13 13 (14.44%) MongoDB
13 13 (14.44%) Continuous Improvement
13 13 (14.44%) UML
13 13 (14.44%) Project Management
14 12 (13.33%) Docker
14 12 (13.33%) Amazon AWS
15 11 (12.22%) Git (software)
15 11 (12.22%) Selenium

Kanban
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 11 (12.22%) Tomcat
2 9 (10.00%) JBoss
2 9 (10.00%) Jetty
2 9 (10.00%) WebLogic
2 9 (10.00%) WebSphere
3 7 (7.78%) Apache Spark
4 3 (3.33%) Apache
4 3 (3.33%) SharePoint
4 3 (3.33%) Skype for Business
5 1 (1.11%) Elasticsearch
5 1 (1.11%) IIS
5 1 (1.11%) nginx
5 1 (1.11%) OpenStack
5 1 (1.11%) Tornado
Applications
1 4 (4.44%) Mingle
Business Applications
1 3 (3.33%) Dynamics CRM
Cloud Services
1 12 (13.33%) Amazon AWS
2 5 (5.56%) GitHub
2 5 (5.56%) SaaS
3 4 (4.44%) Cloud Computing
4 2 (2.22%) AWS CloudFormation
4 2 (2.22%) Microsoft Azure
4 2 (2.22%) Serverless
5 1 (1.11%) Amazon EC2
5 1 (1.11%) PaaS
Communications & Networking
1 9 (10.00%) AMQP
2 3 (3.33%) SAN
Database & Business Intelligence
1 15 (16.67%) NoSQL
2 13 (14.44%) Hadoop
2 13 (14.44%) MongoDB
3 9 (10.00%) Couchbase
3 9 (10.00%) Redis
3 9 (10.00%) Riak
4 6 (6.67%) Relational Database
5 4 (4.44%) Big Data
5 4 (4.44%) PostgreSQL
6 3 (3.33%) Aerospike
6 3 (3.33%) HBase
7 1 (1.11%) Apache Cassandra
7 1 (1.11%) Oracle Database
7 1 (1.11%) RDBMS
7 1 (1.11%) SQL Server
Development Applications
1 11 (12.22%) Git (software)
1 11 (12.22%) Selenium
2 10 (11.11%) Cucumber
3 9 (10.00%) FitNesse
3 9 (10.00%) Vagrant
4 8 (8.89%) JUnit
5 7 (7.78%) Mockito
6 6 (6.67%) Jenkins
7 5 (5.56%) Bitbucket
8 4 (4.44%) JIRA
9 3 (3.33%) Maven
9 3 (3.33%) Mocha
9 3 (3.33%) Sinon.JS
10 2 (2.22%) DbUnit
10 2 (2.22%) Grunt
10 2 (2.22%) jMock
10 2 (2.22%) SonarQube
10 2 (2.22%) Subversion
10 2 (2.22%) TeamCity
10 2 (2.22%) Visual Studio
General
1 22 (24.44%) Finance
2 8 (8.89%) Advertising
3 7 (7.78%) Banking
4 4 (4.44%) Law
4 4 (4.44%) Marketing
5 3 (3.33%) Billing
5 3 (3.33%) Investment Banking
6 1 (1.11%) Back Office
6 1 (1.11%) Games
Job Titles
1 31 (34.44%) Developer
2 14 (15.56%) Scrum Master
3 12 (13.33%) Java Developer
4 10 (11.11%) Software Developer
5 9 (10.00%) Project Manager
6 8 (8.89%) Python Developer
7 6 (6.67%) Software Engineer
8 5 (5.56%) Architect
8 5 (5.56%) Technical Architect
9 4 (4.44%) Analyst
9 4 (4.44%) Business Analyst
9 4 (4.44%) Full Stack Developer
10 3 (3.33%) Agile Business Analyst
10 3 (3.33%) Agile Project Manager
10 3 (3.33%) IT Manager
10 3 (3.33%) IT Project Manager
10 3 (3.33%) Programme Director
11 2 (2.22%) Designer
11 2 (2.22%) Head of Operations
11 2 (2.22%) UI Developer
Libraries, Frameworks & Software Standards
1 21 (23.33%) HTML
2 18 (20.00%) HTML5
3 17 (18.89%) Spring
4 15 (16.67%) Hibernate
5 10 (11.11%) AngularJS
6 9 (10.00%) JMS
6 9 (10.00%) JPA
6 9 (10.00%) Kafka
6 9 (10.00%) RabbitMQ
6 9 (10.00%) RESTful
6 9 (10.00%) TIBCO EMS
6 9 (10.00%) WebSphere MQ
7 8 (8.89%) Node.js
8 7 (7.78%) Web Services
9 6 (6.67%) KnockoutJS
10 5 (5.56%) CSS
10 5 (5.56%) JAX-RS
10 5 (5.56%) jOOQ
11 4 (4.44%) J2EE
11 4 (4.44%) React
Miscellaneous
1 6 (6.67%) Greenfield Project
1 6 (6.67%) PMI
2 4 (4.44%) User Experience
3 3 (3.33%) Computer Science
3 3 (3.33%) Management Information System
4 2 (2.22%) Enterprise Software
4 2 (2.22%) Public Cloud
5 1 (1.11%) Algorithms
5 1 (1.11%) Analytical Skills
5 1 (1.11%) Data Structures
5 1 (1.11%) iPad
5 1 (1.11%) iPhone
5 1 (1.11%) Mobile App
Operating Systems
1 5 (5.56%) Unix
2 3 (3.33%) Android
2 3 (3.33%) Apple iOS
2 3 (3.33%) Linux
3 2 (2.22%) Windows
4 1 (1.11%) Mac OS
Processes & Methodologies
1 89 (98.89%) Agile Software Development
2 85 (94.44%) Scrum
3 29 (32.22%) Software Engineering
4 25 (27.78%) TDD
5 21 (23.33%) Test Automation
6 20 (22.22%) BDD
7 17 (18.89%) SDLC
8 15 (16.67%) Business Analysis
8 15 (16.67%) DevOps
9 13 (14.44%) Continuous Improvement
9 13 (14.44%) Project Management
9 13 (14.44%) UML
10 11 (12.22%) Continuous Integration
10 11 (12.22%) Software Delivery
11 10 (11.11%) Concurrent Programming
11 10 (11.11%) Multithreading
12 9 (10.00%) Integration Testing
12 9 (10.00%) Mentoring
12 9 (10.00%) System Testing
12 9 (10.00%) Waterfall
Programming Languages
1 40 (44.44%) Java
2 25 (27.78%) JavaScript
3 23 (25.56%) Python
4 18 (20.00%) Ruby
5 11 (12.22%) C#
6 10 (11.11%) C++
6 10 (11.11%) Scala
7 9 (10.00%) Bash Shell
7 9 (10.00%) PHP
8 6 (6.67%) SQL
9 2 (2.22%) PL/SQL
10 1 (1.11%) Clojure
10 1 (1.11%) Erlang
10 1 (1.11%) F#
10 1 (1.11%) Haskell
10 1 (1.11%) Java 8
10 1 (1.11%) Lua
10 1 (1.11%) Objective-C
10 1 (1.11%) Perl
10 1 (1.11%) PowerShell
Qualifications
1 25 (27.78%) Degree
2 9 (10.00%) PMI Certification
2 9 (10.00%) PMP
3 3 (3.33%) CAPM
4 2 (2.22%) AWS Certification
Quality Assurance & Compliance
1 9 (10.00%) QA
2 3 (3.33%) PMBOK
2 3 (3.33%) PMO
3 1 (1.11%) GDPR
System Software
1 12 (13.33%) Docker
2 2 (2.22%) VMware Infrastructure
3 1 (1.11%) Apache ZooKeeper
3 1 (1.11%) VirtualBox
3 1 (1.11%) vSphere
Systems Management
1 15 (16.67%) Ansible
2 9 (10.00%) Cobbler
2 9 (10.00%) Opscode Chef
2 9 (10.00%) Puppet
3 3 (3.33%) Terraform
4 1 (1.11%) HAProxy
4 1 (1.11%) HockeyApp
4 1 (1.11%) logstash
Vendors
1 9 (10.00%) IBM
1 9 (10.00%) TIBCO
2 8 (8.89%) Informatica
2 8 (8.89%) Microsoft
2 8 (8.89%) Oracle
3 5 (5.56%) VMware
4 3 (3.33%) Citrix
4 3 (3.33%) iManage
5 1 (1.11%) Splunk
5 1 (1.11%) Sybase