Period
to 16 October 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 16 October 2018 with a comparison to the same period in the previous 2 years.

Kanban
UK > Scotland
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 135 121 164
Rank change year-on-year -14 +43 +41
Permanent jobs citing Kanban 97 108 61
As % of all permanent IT jobs advertised in Scotland 1.80% 1.95% 1.15%
As % of the Processes & Methodologies category 1.93% 2.12% 1.25%
Number of salaries quoted 45 66 45
Scotland median annual salary £42,500 £50,000 £53,000
Median salary % change year-on-year -15.00% -5.66% +6.00%
10th Percentile £32,250 £37,500 £33,750
90th Percentile £58,250 £71,250 £60,750
UK median annual salary £57,500 £55,000 £55,000
% change year-on-year +4.55% - +10.00%

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 5,025 5,091 4,898
As % of all permanent IT jobs advertised in Scotland 93.11% 92.06% 92.47%
Number of salaries quoted 3,286 3,242 2,903
Scotland median annual salary £45,500 £44,000 £44,000
Median salary % change year-on-year +3.41% - +3.53%
10th Percentile £29,660 £28,250 £27,500
90th Percentile £70,000 £66,250 £65,000
UK median annual salary £50,000 £50,000 £48,000
% change year-on-year - +4.17% +1.05%

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 16 October 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 16 October 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
Edinburgh +21 49 £55,000 - 13
Glasgow -47 37 £41,450 -17.10% 7
West Lothian - 9 £31,750 - 2
Dundee +10 1 £35,000 -
Midlothian - 1 £40,000 - 1
Kanban
UK

For the 6 months to 16 October 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 95 (97.94%) Scrum
2 94 (96.91%) Agile Software Development
3 45 (46.39%) Java
4 41 (42.27%) JavaScript
5 37 (38.14%) Finance
6 36 (37.11%) AngularJS
7 29 (29.90%) Continuous Integration
8 28 (28.87%) TDD
9 26 (26.80%) BDD
10 24 (24.74%) Git (software)
10 24 (24.74%) Software Engineering
11 23 (23.71%) RESTful
11 23 (23.71%) Web Application Development
11 23 (23.71%) C#
11 23 (23.71%) HTML
11 23 (23.71%) Python
12 22 (22.68%) Oracle
13 20 (20.62%) CSS
13 20 (20.62%) React
14 19 (19.59%) Multithreading
15 17 (17.53%) SQL Server
15 17 (17.53%) .NET
16 16 (16.49%) Degree
16 16 (16.49%) SDLC
17 15 (15.46%) Problem-Solving
17 15 (15.46%) HTML5
17 15 (15.46%) SQL
18 14 (14.43%) Cucumber
18 14 (14.43%) Open Source
18 14 (14.43%) Test Automation

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 10 (10.31%) Confluence
2 8 (8.25%) JBoss
3 6 (6.19%) WebSphere
4 5 (5.15%) Apache
4 5 (5.15%) Oracle HTTP Server
5 3 (3.09%) Elasticsearch
5 3 (3.09%) Jetty
5 3 (3.09%) SAS
5 3 (3.09%) Tomcat
5 3 (3.09%) WebLogic
6 1 (1.03%) Cloud Foundry
Applications
1 5 (5.15%) Mingle
2 1 (1.03%) EngageOne
Business Applications
1 1 (1.03%) Remedy ITSM
Cloud Services
1 13 (13.40%) Microsoft Azure
2 11 (11.34%) Amazon AWS
3 9 (9.28%) Slack
4 5 (5.15%) npm
4 5 (5.15%) Yarn
5 3 (3.09%) OpenShift
5 3 (3.09%) PaaS
6 1 (1.03%) AWS CloudFormation
6 1 (1.03%) GitHub
6 1 (1.03%) Route 53
6 1 (1.03%) Virtual Private Cloud
Communications & Networking
1 7 (7.22%) Hyperconnected
1 7 (7.22%) Internet
2 5 (5.15%) HTTP
2 5 (5.15%) TCP/IP
3 3 (3.09%) AMQP
Database & Business Intelligence
1 17 (17.53%) SQL Server
2 13 (13.40%) NoSQL
3 12 (12.37%) MongoDB
3 12 (12.37%) MySQL
4 10 (10.31%) PostgreSQL
5 9 (9.28%) SQLite
6 8 (8.25%) SQL Server 2016
7 6 (6.19%) Apache Cassandra
7 6 (6.19%) Redis
7 6 (6.19%) Relational Database
8 4 (4.12%) Hadoop
9 3 (3.09%) Couchbase
9 3 (3.09%) MS Access
9 3 (3.09%) Riak
10 2 (2.06%) Data Warehouse
10 2 (2.06%) DataStage
10 2 (2.06%) IBM InfoSphere
11 1 (1.03%) Amazon RDS
11 1 (1.03%) DB2
11 1 (1.03%) MariaDB
Development Applications
1 24 (24.74%) Git (software)
2 14 (14.43%) Cucumber
2 14 (14.43%) Jenkins
3 13 (13.40%) Selenium
4 10 (10.31%) git-flow
5 9 (9.28%) Bitbucket
6 7 (7.22%) Gradle
6 7 (7.22%) JUnit
7 5 (5.15%) Clang
7 5 (5.15%) ClearCase
7 5 (5.15%) CppUnit
7 5 (5.15%) Gerrit
7 5 (5.15%) JIRA
7 5 (5.15%) Subversion
7 5 (5.15%) webpack
8 4 (4.12%) FitNesse
8 4 (4.12%) Visual Studio
9 3 (3.09%) Eclipse
9 3 (3.09%) TeamCity
9 3 (3.09%) Visual Studio Team System
General
1 37 (38.14%) Finance
2 6 (6.19%) Banking
3 5 (5.15%) Automotive
3 5 (5.15%) Electronics
3 5 (5.15%) Games
4 1 (1.03%) Back Office
4 1 (1.03%) Publishing
4 1 (1.03%) Retail
Job Titles
1 38 (39.18%) Developer
2 16 (16.49%) Analyst
3 14 (14.43%) Business Analyst
4 12 (12.37%) Java Developer
5 10 (10.31%) Software Engineer
6 9 (9.28%) .NET Developer
7 8 (8.25%) Agile Developer
7 8 (8.25%) C# .NET Developer
7 8 (8.25%) C# Developer
7 8 (8.25%) Software Developer
8 7 (7.22%) Agile .NET Developer
8 7 (7.22%) Agile C# Developer
8 7 (7.22%) ASP.NET Developer
8 7 (7.22%) ASP.NET MVC Developer
8 7 (7.22%) C# ASP.NET Developer
8 7 (7.22%) Project Manager
9 6 (6.19%) Lead Developer
9 6 (6.19%) Lead Java Developer
9 6 (6.19%) Scrum Master
10 5 (5.15%) Senior Analyst
Libraries, Frameworks & Software Standards
1 36 (37.11%) AngularJS
2 23 (23.71%) HTML
2 23 (23.71%) RESTful
3 20 (20.62%) CSS
3 20 (20.62%) React
4 17 (17.53%) .NET
5 15 (15.46%) HTML5
6 12 (12.37%) ASP.NET
6 12 (12.37%) CSS3
6 12 (12.37%) jQuery
7 11 (11.34%) Node.js
7 11 (11.34%) Twitter Bootstrap
8 10 (10.31%) JSON
8 10 (10.31%) Kafka
9 9 (9.28%) LESS
9 9 (9.28%) XML
10 8 (8.25%) ASP.NET MVC
10 8 (8.25%) ASP.NET Web API
10 8 (8.25%) KnockoutJS
10 8 (8.25%) Spring
Miscellaneous
1 14 (14.43%) User Experience
2 9 (9.28%) Computer Science
3 6 (6.19%) Management Information System
4 5 (5.15%) GPGPU
4 5 (5.15%) Mobile App
4 5 (5.15%) Self-Motivation
5 3 (3.09%) Analytical Skills
6 2 (2.06%) Algorithms
6 2 (2.06%) Data Structures
6 2 (2.06%) Enterprise Software
6 2 (2.06%) Fintech
7 1 (1.03%) Credit Risk
7 1 (1.03%) Data Centre
7 1 (1.03%) EMC VNX
7 1 (1.03%) Greenfield Project
7 1 (1.03%) VxBlock/Vblock
Operating Systems
1 11 (11.34%) Linux
2 4 (4.12%) Android
2 4 (4.12%) Unix
3 3 (3.09%) Windows
4 2 (2.06%) AIX
4 2 (2.06%) Apple iOS
4 2 (2.06%) Mac OS X
5 1 (1.03%) DC/OS
5 1 (1.03%) Mac OS
5 1 (1.03%) Red Hat Enterprise Linux
Processes & Methodologies
1 95 (97.94%) Scrum
2 94 (96.91%) Agile Software Development
3 29 (29.90%) Continuous Integration
4 28 (28.87%) TDD
5 26 (26.80%) BDD
6 24 (24.74%) Software Engineering
7 23 (23.71%) Web Application Development
8 19 (19.59%) Multithreading
9 16 (16.49%) SDLC
10 15 (15.46%) Problem-Solving
11 14 (14.43%) Microservices
11 14 (14.43%) Open Source
11 14 (14.43%) Test Automation
12 13 (13.40%) Collaborative Working
12 13 (13.40%) Mentoring
13 12 (12.37%) Business Analysis
14 11 (11.34%) MVC
15 10 (10.31%) OO
15 10 (10.31%) User Acceptance Testing
16 9 (9.28%) Integration Testing
Programming Languages
1 45 (46.39%) Java
2 41 (42.27%) JavaScript
3 23 (23.71%) C#
3 23 (23.71%) Python
4 15 (15.46%) SQL
5 14 (14.43%) ES6
6 12 (12.37%) C++
7 10 (10.31%) Ruby
8 7 (7.22%) PL/SQL
8 7 (7.22%) R
8 7 (7.22%) Shell Script
9 6 (6.19%) C
10 5 (5.15%) ES7
10 5 (5.15%) Perl
11 4 (4.12%) Clojure
12 3 (3.09%) Bash Shell
12 3 (3.09%) PHP
12 3 (3.09%) VB
13 2 (2.06%) PowerShell
14 1 (1.03%) Lua
Qualifications
1 16 (16.49%) Degree
2 1 (1.03%) VCAP
2 1 (1.03%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 7 (7.22%) QA
2 5 (5.15%) IEC 61508
2 5 (5.15%) ISO 26262
2 5 (5.15%) MISRA
2 5 (5.15%) MISRA C
3 4 (4.12%) GDPR
4 3 (3.09%) ISO 9001
4 3 (3.09%) ISO/IEC 27001
4 3 (3.09%) PMBOK
5 1 (1.03%) PMO
System Software
1 11 (11.34%) Docker
2 2 (2.06%) Tivoli Workload Scheduler
3 1 (1.03%) EMC RecoverPoint
3 1 (1.03%) VMware Infrastructure
3 1 (1.03%) VMware NSX
Systems Management
1 9 (9.28%) Kubernetes
2 8 (8.25%) Ansible
2 8 (8.25%) Opscode Chef
3 5 (5.15%) Puppet
4 3 (3.09%) Cobbler
5 2 (2.06%) Tivoli
6 1 (1.03%) Marathon
6 1 (1.03%) Mesos
6 1 (1.03%) vCenter Server
6 1 (1.03%) vRealize
Vendors
1 22 (22.68%) Oracle
2 11 (11.34%) Twitter
3 9 (9.28%) Atlassian
4 6 (6.19%) Informatica
4 6 (6.19%) VMware
5 5 (5.15%) Citrix
5 5 (5.15%) IBM
5 5 (5.15%) Microsoft
5 5 (5.15%) Renesas
6 3 (3.09%) Teradata
6 3 (3.09%) TIBCO
7 1 (1.03%) BMC
7 1 (1.03%) EMC
7 1 (1.03%) NetApp
7 1 (1.03%) Remedy
7 1 (1.03%) ServiceNow
7 1 (1.03%) Sybase