Period
to 18 November 2017

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 18 November 2017 with a comparison to the same period in the previous 2 years.

Kanban
UK > Scotland
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 119 150 206
Rank change year-on-year +31 +56 +8
Permanent jobs citing Kanban 110 66 37
As % of all permanent IT jobs advertised in Scotland 1.96% 1.27% 0.57%
As % of the Processes & Methodologies category 2.16% 1.39% 0.63%
Number of salaries quoted 63 50 29
Scotland median annual salary £47,500 £52,500 £50,000
Median salary % change year-on-year -9.52% +5.00% +33.33%
10th Percentile £37,000 £32,500 £32,400
90th Percentile £71,000 £60,000 £57,500
UK median annual salary £55,000 £55,000 £52,500
% change year-on-year - +4.76% +5.00%

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 5097 4751 5852
As % of all permanent IT jobs advertised in Scotland 90.82% 91.40% 90.87%
Number of salaries quoted 3246 2882 3705
Scotland median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% +2.41%
10th Percentile £28,250 £28,250 £27,750
90th Percentile £66,250 £65,000 £63,750
UK median annual salary £50,000 £49,000 £47,500
% change year-on-year +2.04% +3.16% +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 18 November 2017.

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 18 November 2017. 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 +35 78 £48,750 +7.14% 4
Edinburgh -15 28 £45,000 -18.18% 1
Dundee -8 3 £35,000 -31.71%
Kanban
UK

For the 6 months to 18 November 2017, IT jobs citing Kanban also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Kanban.

1 108 (98.18%) Agile Software Development
2 107 (97.27%) Scrum
3 55 (50.00%) TDD
4 54 (49.09%) Java
5 40 (36.36%) BDD
6 38 (34.55%) JavaScript
6 38 (34.55%) SDLC
7 37 (33.64%) Spring
8 36 (32.73%) Test Automation
8 36 (32.73%) SQL
8 36 (32.73%) Software Engineering
9 35 (31.82%) Oracle
10 33 (30.00%) Hibernate
10 33 (30.00%) NoSQL
11 31 (28.18%) Mentoring
12 29 (26.36%) QA
12 29 (26.36%) HTML
13 27 (24.55%) Web Services
14 26 (23.64%) HTML5
15 25 (22.73%) Selenium
15 25 (22.73%) Unit Testing
15 25 (22.73%) Tomcat
16 23 (20.91%) Python
16 23 (20.91%) Ruby
17 22 (20.00%) DSDM
18 20 (18.18%) Multithreading
18 20 (18.18%) Concurrent Programming
19 19 (17.27%) RESTful
19 19 (17.27%) RabbitMQ
20 18 (16.36%) Ansible

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 25 (22.73%) Tomcat
2 16 (14.55%) JBoss
3 15 (13.64%) Jetty
3 15 (13.64%) WebLogic
3 15 (13.64%) WebSphere
4 4 (3.64%) Apache
5 3 (2.73%) Apache Spark
5 3 (2.73%) SharePoint
5 3 (2.73%) Skype for Business
6 2 (1.82%) IIS
7 1 (0.91%) Confluence
Applications
1 2 (1.82%) EngageOne
1 2 (1.82%) Mingle
2 1 (0.91%) Microsoft Excel
2 1 (0.91%) Microsoft Office
2 1 (0.91%) Microsoft PowerPoint
Business Applications
1 3 (2.73%) Dynamics CRM
2 1 (0.91%) Oracle BPM
2 1 (0.91%) Remedy ITSM
Cloud Services
1 7 (6.36%) Amazon AWS
2 4 (3.64%) Microsoft Azure
3 3 (2.73%) Amazon EC2
4 1 (0.91%) GitHub
4 1 (0.91%) Google Cloud Platform
Communications & Networking
1 15 (13.64%) AMQP
Database & Business Intelligence
1 33 (30.00%) NoSQL
2 17 (15.45%) Redis
3 16 (14.55%) MongoDB
4 15 (13.64%) Couchbase
4 15 (13.64%) Hadoop
4 15 (13.64%) Riak
5 8 (7.27%) Relational Database
5 8 (7.27%) SQL Server
6 5 (4.55%) PostgreSQL
7 4 (3.64%) CouchDB
7 4 (3.64%) RDBMS
8 3 (2.73%) Apache Cassandra
8 3 (2.73%) Big Data
8 3 (2.73%) HBase
9 2 (1.82%) MySQL
10 1 (0.91%) Data Warehouse
10 1 (0.91%) Oracle Database
10 1 (0.91%) Qlik Sense
10 1 (0.91%) QlikView
Development Applications
1 25 (22.73%) Selenium
2 17 (15.45%) Cucumber
3 15 (13.64%) FitNesse
3 15 (13.64%) Git (software)
3 15 (13.64%) Vagrant
4 14 (12.73%) JUnit
5 11 (10.00%) Jenkins
5 11 (10.00%) Maven
6 10 (9.09%) Mockito
7 8 (7.27%) SoapUI
8 6 (5.45%) DbUnit
8 6 (5.45%) jMock
8 6 (5.45%) SonarQube
9 4 (3.64%) JIRA
10 3 (2.73%) Subversion
11 2 (1.82%) GoCD
11 2 (1.82%) PVCS
12 1 (0.91%) Mocha
12 1 (0.91%) Sinon.JS
12 1 (0.91%) Sonatype Nexus
General
1 11 (10.00%) Finance
2 3 (2.73%) Billing
3 2 (1.82%) Banking
3 2 (1.82%) Financial Institution
3 2 (1.82%) Marketing
4 1 (0.91%) Advertising
4 1 (0.91%) Front Office
4 1 (0.91%) Games
4 1 (0.91%) Law
4 1 (0.91%) Legal
Job Titles
1 45 (40.91%) Developer
2 23 (20.91%) Java Developer
3 18 (16.36%) Analyst
4 17 (15.45%) Full Stack Developer
5 12 (10.91%) Business Analyst
6 11 (10.00%) Project Manager
7 10 (9.09%) Senior Developer
8 9 (8.18%) JavaScript Developer
9 7 (6.36%) Scrum Master
9 7 (6.36%) Senior Java Developer
9 7 (6.36%) Software Developer
9 7 (6.36%) Test Automation Engineer
9 7 (6.36%) Test Engineer
10 6 (5.45%) Agile Business Analyst
10 6 (5.45%) IT Manager
10 6 (5.45%) IT Project Manager
11 5 (4.55%) Agile Project Manager
11 5 (4.55%) Lead Developer
11 5 (4.55%) Python Developer
11 5 (4.55%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 37 (33.64%) Spring
2 33 (30.00%) Hibernate
3 29 (26.36%) HTML
4 27 (24.55%) Web Services
5 26 (23.64%) HTML5
6 19 (17.27%) RabbitMQ
6 19 (17.27%) RESTful
7 17 (15.45%) JMS
8 15 (13.64%) JPA
8 15 (13.64%) Kafka
8 15 (13.64%) TIBCO EMS
8 15 (13.64%) WebSphere MQ
9 14 (12.73%) CSS
9 14 (12.73%) SOAP
10 12 (10.91%) jQuery
11 10 (9.09%) Apache Camel
11 10 (9.09%) CSS3
11 10 (9.09%) J2EE
12 8 (7.27%) AngularJS
12 8 (7.27%) DOM
Miscellaneous
1 8 (7.27%) User Experience
2 4 (3.64%) Tandem
3 3 (2.73%) Greenfield Project
3 3 (2.73%) PMI
4 2 (1.82%) Computer Science
4 2 (1.82%) Enterprise Software
5 1 (0.91%) Algorithms
5 1 (0.91%) Analytical Skills
5 1 (0.91%) Data Structures
5 1 (0.91%) Minimum Viable Product
Operating Systems
1 10 (9.09%) Linux
2 8 (7.27%) Windows
3 7 (6.36%) Apple iOS
4 5 (4.55%) Unix
5 4 (3.64%) Android
6 2 (1.82%) Mac OS X
7 1 (0.91%) Mac OS
Processes & Methodologies
1 108 (98.18%) Agile Software Development
2 107 (97.27%) Scrum
3 55 (50.00%) TDD
4 40 (36.36%) BDD
5 38 (34.55%) SDLC
6 36 (32.73%) Software Engineering
6 36 (32.73%) Test Automation
7 31 (28.18%) Mentoring
8 25 (22.73%) Unit Testing
9 22 (20.00%) DSDM
10 20 (18.18%) Concurrent Programming
10 20 (18.18%) Multithreading
11 17 (15.45%) Integration Testing
11 17 (15.45%) UML
12 16 (14.55%) RUP
12 16 (14.55%) User Stories
13 15 (13.64%) Continuous Integration
13 15 (13.64%) System Testing
14 13 (11.82%) Waterfall
15 12 (10.91%) Open Source
Programming Languages
1 54 (49.09%) Java
2 38 (34.55%) JavaScript
3 36 (32.73%) SQL
4 23 (20.91%) Python
4 23 (20.91%) Ruby
5 15 (13.64%) Bash Shell
6 6 (5.45%) Groovy
6 6 (5.45%) PL/SQL
6 6 (5.45%) Scala
7 4 (3.64%) PHP
8 3 (2.73%) C#
8 3 (2.73%) C++
8 3 (2.73%) Clojure
9 2 (1.82%) Perl
9 2 (1.82%) PowerShell
Qualifications
1 15 (13.64%) Degree
2 6 (5.45%) ISEB
2 6 (5.45%) PMI Certification
2 6 (5.45%) PMP
3 1 (0.91%) Computer Science Degree
3 1 (0.91%) ITIL Certification
3 1 (0.91%) SC Cleared
3 1 (0.91%) Security Cleared
Quality Assurance & Compliance
1 29 (26.36%) QA
2 4 (3.64%) PMO
3 3 (2.73%) PMBOK
4 2 (1.82%) Data Quality
System Software
1 17 (15.45%) Docker
2 3 (2.73%) VMware Infrastructure
2 3 (2.73%) vSphere
Systems Management
1 18 (16.36%) Ansible
2 17 (15.45%) Opscode Chef
3 15 (13.64%) Cobbler
3 15 (13.64%) Puppet
4 2 (1.82%) HockeyApp
4 2 (1.82%) Terraform
Vendors
1 35 (31.82%) Oracle
2 15 (13.64%) IBM
2 15 (13.64%) TIBCO
3 5 (4.55%) Microsoft
4 4 (3.64%) VMware
5 3 (2.73%) iManage
5 3 (2.73%) Informatica
6 1 (0.91%) BMC
6 1 (0.91%) Citrix
6 1 (0.91%) Cognos
6 1 (0.91%) Google
6 1 (0.91%) Remedy
6 1 (0.91%) ServiceNow