Period
to 11 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh 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 11 December 2018 with a comparison to the same period in the previous 2 years.

Kanban
Scotland > Edinburgh
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 90 110 110
Rank change year-on-year +20 0 +31
Permanent jobs citing Kanban 57 37 30
As % of all permanent IT jobs advertised in Edinburgh 2.25% 1.39% 1.31%
As % of the Processes & Methodologies category 2.39% 1.50% 1.40%
Number of salaries quoted 18 22 27
Edinburgh median annual salary £46,750 £45,000 £55,000
Median salary % change year-on-year +3.89% -18.18% +11.11%
10th Percentile £36,375 £36,500 £37,120
90th Percentile £61,250 £62,000 £60,500
Scotland median annual salary £42,500 £46,250 £51,500
% change year-on-year -8.11% -10.19% +5.10%

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 Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Permanent vacancies with a requirement for process or methodology skills 2,380 2,462 2,150
As % of all permanent IT jobs advertised in Edinburgh 94.00% 92.59% 93.97%
Number of salaries quoted 1,448 1,523 1,427
Edinburgh median annual salary £45,000 £42,500 £45,000
Median salary % change year-on-year +5.88% -5.56% +1.12%
10th Percentile £28,750 £27,100 £29,750
90th Percentile £73,750 £66,250 £70,000
Scotland median annual salary £45,000 £44,603 £44,500
% change year-on-year +0.89% +0.23% +4.71%

Kanban
Job Vacancy Trend in Edinburgh

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

Job vacancy trend for Kanban in Edinburgh

Kanban
Salary Trend in Edinburgh

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

Salary trend for Kanban in Edinburgh

Kanban
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Kanban in Edinburgh over the 6 months to 11 December 2018.

Salary histogram for Kanban in Edinburgh

For the 6 months to 11 December 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 Edinburgh region with a requirement for Kanban.

1 52 (91.23%) Agile Software Development
2 51 (89.47%) Scrum
3 24 (42.11%) Finance
4 22 (38.60%) JavaScript
4 22 (38.60%) Continuous Integration
4 22 (38.60%) React
5 21 (36.84%) AngularJS
5 21 (36.84%) HTML
5 21 (36.84%) Java
5 21 (36.84%) CSS
6 18 (31.58%) Microsoft Azure
6 18 (31.58%) ES6
7 17 (29.82%) User Experience
8 16 (28.07%) BDD
8 16 (28.07%) Amazon AWS
8 16 (28.07%) Confluence
9 14 (24.56%) Git (software)
9 14 (24.56%) Python
9 14 (24.56%) NoSQL
9 14 (24.56%) Node.js
10 13 (22.81%) MySQL
10 13 (22.81%) SQL Server
10 13 (22.81%) jQuery
11 12 (21.05%) Multithreading
11 12 (21.05%) Selenium
11 12 (21.05%) SQLite
11 12 (21.05%) PostgreSQL
11 12 (21.05%) CSS3
11 12 (21.05%) MongoDB
11 12 (21.05%) Cucumber

Kanban
Co-occurring IT Skills in Edinburgh 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 16 (28.07%) Confluence
2 3 (5.26%) SAS
3 1 (1.75%) SharePoint
Cloud Services
1 18 (31.58%) Microsoft Azure
2 16 (28.07%) Amazon AWS
3 12 (21.05%) Slack
4 5 (8.77%) npm
4 5 (8.77%) Yarn
5 2 (3.51%) Dynamics 365
5 2 (3.51%) Office 365
Communications & Networking
1 2 (3.51%) SAN
Database & Business Intelligence
1 14 (24.56%) NoSQL
2 13 (22.81%) MySQL
2 13 (22.81%) SQL Server
3 12 (21.05%) MongoDB
3 12 (21.05%) PostgreSQL
3 12 (21.05%) SQLite
4 5 (8.77%) Relational Database
5 3 (5.26%) MS Access
5 3 (5.26%) RDBMS
6 2 (3.51%) Data Warehouse
6 2 (3.51%) DataStage
6 2 (3.51%) IBM InfoSphere
7 1 (1.75%) Redis
7 1 (1.75%) SQL Server 2016
Development Applications
1 14 (24.56%) Git (software)
2 12 (21.05%) Bitbucket
2 12 (21.05%) Cucumber
2 12 (21.05%) git-flow
2 12 (21.05%) Selenium
3 7 (12.28%) Jenkins
3 7 (12.28%) JIRA
4 5 (8.77%) Clang
4 5 (8.77%) Gerrit
4 5 (8.77%) Visual Studio
4 5 (8.77%) webpack
5 2 (3.51%) ER Studio
5 2 (3.51%) Octopus Deploy
5 2 (3.51%) Toad
General
1 24 (42.11%) Finance
2 5 (8.77%) Automotive
2 5 (8.77%) Electronics
2 5 (8.77%) Games
Job Titles
1 24 (42.11%) Developer
2 14 (24.56%) Analyst
3 13 (22.81%) Business Analyst
4 10 (17.54%) Java Developer
5 6 (10.53%) Lead Developer
5 6 (10.53%) Lead Java Developer
6 5 (8.77%) Senior Analyst
6 5 (8.77%) Senior Business Analyst
6 5 (8.77%) Software Developer
7 4 (7.02%) Development Manager
7 4 (7.02%) Development Project Manager
7 4 (7.02%) Project Manager
8 3 (5.26%) Software Development Manager
8 3 (5.26%) Software Development Project Manager
8 3 (5.26%) Software Project Manager
9 2 (3.51%) .NET Developer
9 2 (3.51%) Agile Business Analyst
9 2 (3.51%) Agile Developer
9 2 (3.51%) Lead Business Analyst
9 2 (3.51%) Software Manager
Libraries, Frameworks & Software Standards
1 22 (38.60%) React
2 21 (36.84%) AngularJS
2 21 (36.84%) CSS
2 21 (36.84%) HTML
3 14 (24.56%) Node.js
4 13 (22.81%) jQuery
5 12 (21.05%) CSS3
5 12 (21.05%) HTML5
5 12 (21.05%) LESS
6 9 (15.79%) .NET
7 8 (14.04%) RESTful
8 5 (8.77%) HATEOAS
8 5 (8.77%) LLVM
8 5 (8.77%) OAuth
8 5 (8.77%) OAuth2
8 5 (8.77%) OpenCL
8 5 (8.77%) TensorFlow
8 5 (8.77%) Vulkan
9 4 (7.02%) SAML
10 3 (5.26%) Web Services
Miscellaneous
1 17 (29.82%) User Experience
2 5 (8.77%) GPGPU
2 5 (8.77%) Self-Motivation
3 3 (5.26%) Cloud Native
4 2 (3.51%) Credit Risk
4 2 (3.51%) Mobile App
5 1 (1.75%) Analytical Skills
5 1 (1.75%) Data Centre
5 1 (1.75%) EMC VNX
5 1 (1.75%) VxBlock/Vblock
Operating Systems
1 3 (5.26%) Windows
2 2 (3.51%) AIX
2 2 (3.51%) Android
2 2 (3.51%) Apple iOS
2 2 (3.51%) Linux
2 2 (3.51%) Windows 10
3 1 (1.75%) Red Hat Enterprise Linux
3 1 (1.75%) Unix
Processes & Methodologies
1 52 (91.23%) Agile Software Development
2 51 (89.47%) Scrum
3 22 (38.60%) Continuous Integration
4 16 (28.07%) BDD
5 12 (21.05%) Multithreading
5 12 (21.05%) SOLID
6 10 (17.54%) Collaborative Working
6 10 (17.54%) User-Centered Design (UCD)
7 9 (15.79%) SDLC
8 8 (14.04%) Machine Learning
8 8 (14.04%) MVC
8 8 (14.04%) Software Engineering
8 8 (14.04%) TDD
9 7 (12.28%) Mentoring
10 6 (10.53%) Coaching
10 6 (10.53%) Continuous Improvement
10 6 (10.53%) Digital Transformation Programme
10 6 (10.53%) Open Source
11 5 (8.77%) Computer Science
11 5 (8.77%) Parallel Programming
Programming Languages
1 22 (38.60%) JavaScript
2 21 (36.84%) Java
3 18 (31.58%) ES6
4 14 (24.56%) Python
5 7 (12.28%) C#
6 6 (10.53%) SQL
7 5 (8.77%) C++
7 5 (8.77%) ES7
7 5 (8.77%) R
8 3 (5.26%) VB
9 2 (3.51%) Apple Swift
9 2 (3.51%) Kotlin
10 1 (1.75%) Java 8
10 1 (1.75%) Java 9
10 1 (1.75%) PHP
Qualifications
1 10 (17.54%) Degree
2 1 (1.75%) VCAP
2 1 (1.75%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 5 (8.77%) GDPR
1 5 (8.77%) IEC 61508
1 5 (8.77%) ISO 26262
1 5 (8.77%) MISRA
1 5 (8.77%) MISRA C
2 4 (7.02%) ISO 9001
2 4 (7.02%) PMBOK
3 3 (5.26%) ISO/IEC 27001
System Software
1 6 (10.53%) Docker
2 3 (5.26%) VMware Infrastructure
3 2 (3.51%) Tivoli Workload Scheduler
4 1 (1.75%) Active Directory
4 1 (1.75%) EMC RecoverPoint
4 1 (1.75%) VMware NSX
Systems Management
1 2 (3.51%) Tivoli
2 1 (1.75%) Ansible
2 1 (1.75%) Kubernetes
2 1 (1.75%) Opscode Chef
2 1 (1.75%) Terraform
2 1 (1.75%) vCenter Server
2 1 (1.75%) vRealize
Vendors
1 11 (19.30%) Twitter
2 9 (15.79%) Atlassian
2 9 (15.79%) Microsoft
3 5 (8.77%) Oracle
3 5 (8.77%) Renesas
4 4 (7.02%) VMware
5 3 (5.26%) Informatica
5 3 (5.26%) NetApp
5 3 (5.26%) Teradata
6 2 (3.51%) EMC
6 2 (3.51%) IBM
7 1 (1.75%) New Relic
7 1 (1.75%) Veeam