Period
to 19 July 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 19 July 2018 with a comparison to the same period in the previous 2 years.

Kanban
UK > Scotland
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 138 153 170
Rank change year-on-year +15 +17 +19
Permanent jobs citing Kanban 98 65 73
As % of all permanent IT jobs advertised in Scotland 1.72% 1.25% 1.25%
As % of the Processes & Methodologies category 1.85% 1.35% 1.35%
Number of salaries quoted 43 42 50
Scotland median annual salary £45,000 £50,000 £55,000
Median salary % change year-on-year -10.00% -9.09% +13.99%
10th Percentile £32,500 £37,500 £37,120
90th Percentile £70,000 £67,825 £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 5,309 4,799 5,391
As % of all permanent IT jobs advertised in Scotland 92.98% 92.22% 92.12%
Number of salaries quoted 3,528 3,027 3,199
Scotland median annual salary £45,000 £45,000 £45,000
10th Percentile £29,250 £28,250 £27,500
90th Percentile £70,000 £70,000 £65,000
UK median annual salary £50,000 £49,056 £47,500
% change year-on-year +1.92% +3.28% -

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 19 July 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 19 July 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 -8 48 £43,000 -9.47% 4
Edinburgh +11 43 £68,750 +19.57% 10
Dundee - 5 £39,500 -
West Lothian - 2 £31,750 -
Kanban
UK

For the 6 months to 19 July 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 97 (98.98%) Agile Software Development
2 95 (96.94%) Scrum
3 37 (37.76%) Java
4 30 (30.61%) Software Engineering
5 29 (29.59%) JavaScript
5 29 (29.59%) Finance
6 24 (24.49%) TDD
7 22 (22.45%) Degree
8 20 (20.41%) DevOps
9 19 (19.39%) Continuous Integration
9 19 (19.39%) BDD
9 19 (19.39%) C#
10 18 (18.37%) Python
10 18 (18.37%) Web Application Development
10 18 (18.37%) AngularJS
11 16 (16.33%) SDLC
11 16 (16.33%) Oracle
12 15 (15.31%) HTML
12 15 (15.31%) Ruby
13 14 (14.29%) HTML5
13 14 (14.29%) .NET
13 14 (14.29%) Problem-Solving
14 13 (13.27%) Software Delivery
14 13 (13.27%) Continuous Improvement
14 13 (13.27%) Git (software)
15 12 (12.24%) Test Automation
15 12 (12.24%) Business Analysis
15 12 (12.24%) C++
15 12 (12.24%) Project Management
15 12 (12.24%) 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 5 (5.10%) WebSphere
2 4 (4.08%) JBoss
2 4 (4.08%) Jetty
2 4 (4.08%) Tomcat
2 4 (4.08%) WebLogic
3 3 (3.06%) Confluence
3 3 (3.06%) SAS
4 2 (2.04%) Apache Spark
4 2 (2.04%) Elasticsearch
5 1 (1.02%) Apache
5 1 (1.02%) nginx
5 1 (1.02%) OpenStack
5 1 (1.02%) Tornado
Applications
1 6 (6.12%) Mingle
2 1 (1.02%) EngageOne
Cloud Services
1 9 (9.18%) Amazon AWS
2 8 (8.16%) Microsoft Azure
3 4 (4.08%) Cloud Computing
3 4 (4.08%) PaaS
4 3 (3.06%) AWS CloudFormation
4 3 (3.06%) SaaS
4 3 (3.06%) Slack
5 1 (1.02%) GitHub
5 1 (1.02%) OpenShift
5 1 (1.02%) Route 53
5 1 (1.02%) Virtual Private Cloud
Communications & Networking
1 6 (6.12%) Hyperconnected
1 6 (6.12%) Internet
2 4 (4.08%) AMQP
3 3 (3.06%) SAN
Database & Business Intelligence
1 10 (10.20%) NoSQL
2 9 (9.18%) SQL Server
3 8 (8.16%) MongoDB
4 7 (7.14%) Hadoop
4 7 (7.14%) Redis
5 6 (6.12%) MySQL
5 6 (6.12%) Relational Database
5 6 (6.12%) SQL Server 2016
6 4 (4.08%) Couchbase
6 4 (4.08%) PostgreSQL
6 4 (4.08%) Riak
7 3 (3.06%) MS Access
7 3 (3.06%) SQLite
8 2 (2.04%) Apache Cassandra
8 2 (2.04%) Big Data
9 1 (1.02%) Amazon RDS
9 1 (1.02%) DB2
9 1 (1.02%) MariaDB
9 1 (1.02%) Oracle Database
9 1 (1.02%) RDBMS
Development Applications
1 13 (13.27%) Git (software)
2 8 (8.16%) Cucumber
2 8 (8.16%) Selenium
3 6 (6.12%) Subversion
3 6 (6.12%) Visual Studio
4 5 (5.10%) Clang
4 5 (5.10%) FitNesse
5 4 (4.08%) git-flow
5 4 (4.08%) JIRA
5 4 (4.08%) TeamCity
5 4 (4.08%) Vagrant
6 3 (3.06%) Bitbucket
6 3 (3.06%) Jenkins
6 3 (3.06%) Team Foundation Server
7 2 (2.04%) Gradle
7 2 (2.04%) Grunt
7 2 (2.04%) Visual Studio Team System
8 1 (1.02%) Gatling
8 1 (1.02%) SonarQube
8 1 (1.02%) Sonatype Nexus
General
1 29 (29.59%) Finance
2 11 (11.22%) Banking
3 5 (5.10%) Automotive
3 5 (5.10%) Electronics
3 5 (5.10%) Games
4 3 (3.06%) Law
5 2 (2.04%) Back Office
5 2 (2.04%) Investment Banking
5 2 (2.04%) Marketing
6 1 (1.02%) Advertising
6 1 (1.02%) Retail
Job Titles
1 29 (29.59%) Developer
2 14 (14.29%) Scrum Master
3 8 (8.16%) .NET Developer
3 8 (8.16%) Project Manager
4 7 (7.14%) Analyst
4 7 (7.14%) Business Analyst
4 7 (7.14%) C# .NET Developer
4 7 (7.14%) C# Developer
4 7 (7.14%) Python Developer
5 6 (6.12%) Agile .NET Developer
5 6 (6.12%) Agile C# Developer
5 6 (6.12%) Agile Developer
5 6 (6.12%) ASP.NET Developer
5 6 (6.12%) ASP.NET MVC Developer
5 6 (6.12%) C# ASP.NET Developer
5 6 (6.12%) Java Developer
5 6 (6.12%) Software Developer
5 6 (6.12%) Software Engineer
6 5 (5.10%) Technical Leader
7 4 (4.08%) Designer
Libraries, Frameworks & Software Standards
1 18 (18.37%) AngularJS
2 15 (15.31%) HTML
3 14 (14.29%) .NET
3 14 (14.29%) HTML5
4 9 (9.18%) ASP.NET
4 9 (9.18%) RESTful
4 9 (9.18%) Twitter Bootstrap
5 8 (8.16%) CSS
5 8 (8.16%) KnockoutJS
6 7 (7.14%) Node.js
6 7 (7.14%) Spring
7 6 (6.12%) ASP.NET MVC
7 6 (6.12%) ASP.NET MVC 5
7 6 (6.12%) ASP.NET Web API
7 6 (6.12%) jQuery
7 6 (6.12%) React
8 5 (5.10%) CSS3
8 5 (5.10%) Kafka
8 5 (5.10%) TensorFlow
8 5 (5.10%) Vulkan
Miscellaneous
1 7 (7.14%) User Experience
2 5 (5.10%) Computer Science
2 5 (5.10%) GPGPU
2 5 (5.10%) Self-Motivation
3 4 (4.08%) Analytical Skills
3 4 (4.08%) Mobile App
4 3 (3.06%) Algorithms
4 3 (3.06%) Data Structures
4 3 (3.06%) Enterprise Software
4 3 (3.06%) Greenfield Project
4 3 (3.06%) Management Information System
4 3 (3.06%) PMI
5 2 (2.04%) Public Cloud
6 1 (1.02%) Data Centre
6 1 (1.02%) EMC VNX
6 1 (1.02%) Fintech
6 1 (1.02%) iPad
6 1 (1.02%) iPhone
6 1 (1.02%) VxBlock/Vblock
Operating Systems
1 7 (7.14%) Unix
2 6 (6.12%) Linux
3 4 (4.08%) Android
3 4 (4.08%) Apple iOS
4 3 (3.06%) Windows
5 2 (2.04%) Mac OS
5 2 (2.04%) Mac OS X
6 1 (1.02%) Red Hat Enterprise Linux
Processes & Methodologies
1 97 (98.98%) Agile Software Development
2 95 (96.94%) Scrum
3 30 (30.61%) Software Engineering
4 24 (24.49%) TDD
5 20 (20.41%) DevOps
6 19 (19.39%) BDD
6 19 (19.39%) Continuous Integration
7 18 (18.37%) Web Application Development
8 16 (16.33%) SDLC
9 14 (14.29%) Problem-Solving
10 13 (13.27%) Continuous Improvement
10 13 (13.27%) Software Delivery
11 12 (12.24%) Business Analysis
11 12 (12.24%) Project Management
11 12 (12.24%) Test Automation
12 11 (11.22%) Mentoring
12 11 (11.22%) MVC
13 10 (10.20%) Open Source
13 10 (10.20%) UML
14 9 (9.18%) Multithreading
Programming Languages
1 37 (37.76%) Java
2 29 (29.59%) JavaScript
3 19 (19.39%) C#
4 18 (18.37%) Python
5 15 (15.31%) Ruby
6 12 (12.24%) C++
7 7 (7.14%) SQL
8 5 (5.10%) Clojure
8 5 (5.10%) PHP
8 5 (5.10%) R
9 4 (4.08%) Bash Shell
9 4 (4.08%) Scala
10 3 (3.06%) ES6
10 3 (3.06%) PL/SQL
10 3 (3.06%) VB
11 2 (2.04%) Lua
12 1 (1.02%) Erlang
12 1 (1.02%) F#
12 1 (1.02%) Haskell
12 1 (1.02%) PowerShell
Qualifications
1 22 (22.45%) Degree
2 3 (3.06%) CAPM
2 3 (3.06%) PMI Certification
2 3 (3.06%) PMP
3 2 (2.04%) AWS Certification
4 1 (1.02%) VCAP
4 1 (1.02%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 7 (7.14%) QA
2 5 (5.10%) IEC 61508
2 5 (5.10%) ISO 26262
2 5 (5.10%) MISRA
2 5 (5.10%) MISRA C
3 4 (4.08%) GDPR
4 3 (3.06%) ISO 9001
4 3 (3.06%) ISO/IEC 27001
4 3 (3.06%) PMBOK
5 1 (1.02%) PMO
System Software
1 7 (7.14%) Docker
2 2 (2.04%) VMware Infrastructure
3 1 (1.02%) Apache ZooKeeper
3 1 (1.02%) EMC RecoverPoint
3 1 (1.02%) VirtualBox
3 1 (1.02%) VMware NSX
Systems Management
1 12 (12.24%) Ansible
2 8 (8.16%) Opscode Chef
3 5 (5.10%) Puppet
4 4 (4.08%) Cobbler
5 1 (1.02%) HAProxy
5 1 (1.02%) Kubernetes
5 1 (1.02%) logstash
5 1 (1.02%) vCenter Server
5 1 (1.02%) vRealize
Vendors
1 16 (16.33%) Oracle
2 8 (8.16%) VMware
3 6 (6.12%) Citrix
3 6 (6.12%) Informatica
3 6 (6.12%) Microsoft
4 5 (5.10%) Renesas
5 4 (4.08%) IBM
5 4 (4.08%) TIBCO
5 4 (4.08%) Twitter
6 3 (3.06%) Atlassian
6 3 (3.06%) Teradata
7 1 (1.02%) EMC
7 1 (1.02%) NetApp
7 1 (1.02%) Splunk
7 1 (1.02%) Sybase