Period
to 21 January 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 21 January 2018 with a comparison to the same period in the previous 2 years.

Kanban
UK > Scotland
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 125 134 198
Rank change year-on-year +9 +64 0
Permanent jobs citing Kanban 110 54 36
As % of all permanent IT jobs advertised in Scotland 2.01% 1.16% 0.59%
As % of the Processes & Methodologies category 2.21% 1.28% 0.65%
Number of salaries quoted 59 43 33
Scotland median annual salary £45,000 £50,000 £50,000
Median salary % change year-on-year -10.00% - +25.00%
10th Percentile £33,700 £29,000 £34,000
90th Percentile £70,000 £61,000 £70,000
UK median annual salary £55,000 £55,000 £55,000

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 4,986 4,234 5,573
As % of all permanent IT jobs advertised in Scotland 91.20% 91.29% 90.60%
Number of salaries quoted 3,273 2,679 3,537
Scotland median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £28,500 £29,000 £28,250
90th Percentile £66,250 £65,000 £65,000
UK median annual salary £50,000 £48,500 £47,500
% change year-on-year +3.09% +2.11% +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 21 January 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 21 January 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 +17 67 £48,750 +10.80% 3
Edinburgh 0 35 £43,500 -20.91% 5
Dundee -7 7 £35,000 -30.00%
Kanban
UK

For the 6 months to 21 January 2018, 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
2 105 (95.45%) Scrum
3 59 (53.64%) TDD
4 57 (51.82%) Java
5 47 (42.73%) JavaScript
6 40 (36.36%) Spring
7 39 (35.45%) SDLC
8 38 (34.55%) BDD
8 38 (34.55%) NoSQL
9 37 (33.64%) HTML
10 35 (31.82%) Hibernate
11 33 (30.00%) HTML5
12 32 (29.09%) Test Automation
13 31 (28.18%) Software Engineering
13 31 (28.18%) Python
14 30 (27.27%) Ruby
14 30 (27.27%) Mentoring
15 26 (23.64%) Tomcat
15 26 (23.64%) QA
16 25 (22.73%) Multithreading
16 25 (22.73%) Concurrent Programming
16 25 (22.73%) Oracle
17 24 (21.82%) SQL
18 23 (20.91%) MongoDB
18 23 (20.91%) Selenium
19 22 (20.00%) Hadoop
19 22 (20.00%) Ansible
19 22 (20.00%) Docker
19 22 (20.00%) DSDM
19 22 (20.00%) UML

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 26 (23.64%) Tomcat
2 20 (18.18%) JBoss
2 20 (18.18%) Jetty
2 20 (18.18%) WebLogic
2 20 (18.18%) WebSphere
3 8 (7.27%) Apache Spark
4 4 (3.64%) Apache
4 4 (3.64%) SharePoint
4 4 (3.64%) Skype for Business
5 2 (1.82%) IIS
6 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 4 (3.64%) Dynamics CRM
2 1 (0.91%) Oracle BPM
2 1 (0.91%) Remedy ITSM
Cloud Services
1 10 (9.09%) Amazon AWS
2 5 (4.55%) GitHub
3 3 (2.73%) Amazon EC2
4 2 (1.82%) Microsoft Azure
4 2 (1.82%) SaaS
4 2 (1.82%) Serverless
Communications & Networking
1 20 (18.18%) AMQP
Database & Business Intelligence
1 38 (34.55%) NoSQL
2 23 (20.91%) MongoDB
3 22 (20.00%) Hadoop
4 21 (19.09%) Redis
5 20 (18.18%) Couchbase
5 20 (18.18%) Riak
6 7 (6.36%) PostgreSQL
6 7 (6.36%) Relational Database
7 6 (5.45%) HBase
8 5 (4.55%) Big Data
9 3 (2.73%) Aerospike
9 3 (2.73%) Apache Cassandra
9 3 (2.73%) SQL Server
10 1 (0.91%) Data Warehouse
10 1 (0.91%) MySQL
10 1 (0.91%) Oracle Database
10 1 (0.91%) Qlik Sense
10 1 (0.91%) QlikView
Development Applications
1 23 (20.91%) Selenium
2 21 (19.09%) Cucumber
3 20 (18.18%) FitNesse
3 20 (18.18%) Vagrant
4 17 (15.45%) Git (software)
4 17 (15.45%) JUnit
5 15 (13.64%) Mockito
6 12 (10.91%) Jenkins
7 9 (8.18%) Maven
8 7 (6.36%) DbUnit
8 7 (6.36%) jMock
8 7 (6.36%) SonarQube
9 6 (5.45%) JIRA
10 5 (4.55%) Bitbucket
11 3 (2.73%) Mocha
11 3 (2.73%) Sinon.JS
12 2 (1.82%) GoCD
12 2 (1.82%) PVCS
12 2 (1.82%) SoapUI
12 2 (1.82%) Subversion
General
1 16 (14.55%) Finance
2 7 (6.36%) Advertising
3 4 (3.64%) Billing
4 3 (2.73%) Banking
4 3 (2.73%) Marketing
5 1 (0.91%) Financial Institution
5 1 (0.91%) Front Office
5 1 (0.91%) Games
5 1 (0.91%) Investment Banking
5 1 (0.91%) Law
Job Titles
1 53 (48.18%) Developer
2 28 (25.45%) Java Developer
3 18 (16.36%) Full Stack Developer
4 13 (11.82%) Analyst
5 11 (10.00%) Project Manager
6 9 (8.18%) JavaScript Developer
7 8 (7.27%) Business Analyst
7 8 (7.27%) Scrum Master
8 7 (6.36%) IT Manager
8 7 (6.36%) IT Project Manager
8 7 (6.36%) Lead Developer
8 7 (6.36%) Python Developer
9 6 (5.45%) Software Developer
10 5 (4.55%) Agile Business Analyst
10 5 (4.55%) Agile Project Manager
10 5 (4.55%) Senior Developer
10 5 (4.55%) Software Engineer
11 4 (3.64%) Technical Leader
12 3 (2.73%) Senior Java Developer
12 3 (2.73%) Technical Architect
Libraries, Frameworks & Software Standards
1 40 (36.36%) Spring
2 37 (33.64%) HTML
3 35 (31.82%) Hibernate
4 33 (30.00%) HTML5
5 20 (18.18%) JMS
5 20 (18.18%) JPA
5 20 (18.18%) Kafka
5 20 (18.18%) RabbitMQ
5 20 (18.18%) TIBCO EMS
5 20 (18.18%) WebSphere MQ
6 14 (12.73%) RESTful
7 13 (11.82%) CSS
8 12 (10.91%) Web Services
9 11 (10.00%) jQuery
10 10 (9.09%) AngularJS
10 10 (9.09%) CSS3
11 9 (8.18%) J2EE
11 9 (8.18%) SOAP
12 8 (7.27%) DOM
13 7 (6.36%) PowerMock
Miscellaneous
1 5 (4.55%) Greenfield Project
1 5 (4.55%) User Experience
2 4 (3.64%) PMI
3 1 (0.91%) Computer Science
3 1 (0.91%) Minimum Viable Product
Operating Systems
1 11 (10.00%) Linux
2 6 (5.45%) Unix
3 4 (3.64%) Windows
4 2 (1.82%) Apple iOS
4 2 (1.82%) Mac OS X
5 1 (0.91%) Mac OS
Processes & Methodologies
1 108 (98.18%) Agile Software Development
2 105 (95.45%) Scrum
3 59 (53.64%) TDD
4 39 (35.45%) SDLC
5 38 (34.55%) BDD
6 32 (29.09%) Test Automation
7 31 (28.18%) Software Engineering
8 30 (27.27%) Mentoring
9 25 (22.73%) Concurrent Programming
9 25 (22.73%) Multithreading
10 22 (20.00%) DSDM
10 22 (20.00%) UML
11 20 (18.18%) Integration Testing
11 20 (18.18%) RUP
11 20 (18.18%) System Testing
12 17 (15.45%) E-Commerce
13 16 (14.55%) Business Analysis
14 15 (13.64%) Unit Testing
15 13 (11.82%) Waterfall
16 12 (10.91%) Continuous Integration
Programming Languages
1 57 (51.82%) Java
2 47 (42.73%) JavaScript
3 31 (28.18%) Python
4 30 (27.27%) Ruby
5 24 (21.82%) SQL
6 20 (18.18%) Bash Shell
7 8 (7.27%) PHP
8 6 (5.45%) C++
8 6 (5.45%) Scala
9 5 (4.55%) PL/SQL
10 4 (3.64%) C#
11 3 (2.73%) Clojure
12 2 (1.82%) Perl
12 2 (1.82%) PowerShell
Qualifications
1 20 (18.18%) Degree
2 10 (9.09%) PMI Certification
2 10 (9.09%) PMP
3 2 (1.82%) ISEB
4 1 (0.91%) ITIL Certification
Quality Assurance & Compliance
1 26 (23.64%) QA
2 5 (4.55%) PMO
3 4 (3.64%) PMBOK
4 2 (1.82%) Data Quality
5 1 (0.91%) GDPR
System Software
1 22 (20.00%) Docker
2 3 (2.73%) VMware Infrastructure
2 3 (2.73%) vSphere
Systems Management
1 22 (20.00%) Ansible
2 21 (19.09%) Opscode Chef
3 20 (18.18%) Cobbler
3 20 (18.18%) Puppet
4 4 (3.64%) Terraform
5 2 (1.82%) HockeyApp
Vendors
1 25 (22.73%) Oracle
2 20 (18.18%) IBM
2 20 (18.18%) TIBCO
3 8 (7.27%) Informatica
3 8 (7.27%) Microsoft
4 4 (3.64%) iManage
5 3 (2.73%) VMware
6 1 (0.91%) BMC
6 1 (0.91%) Cognos
6 1 (0.91%) Remedy
6 1 (0.91%) ServiceNow