Period
to 22 October 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 22 October 2018 with a comparison to the same period in the previous 2 years.

Kanban
Scotland > Edinburgh
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 96 122 103
Rank change year-on-year +26 -19 +42
Permanent jobs citing Kanban 51 31 30
As % of all permanent IT jobs advertised in Edinburgh 2.01% 1.15% 1.31%
As % of the Processes & Methodologies category 2.16% 1.24% 1.41%
Number of salaries quoted 15 18 26
Edinburgh median annual salary £55,000 £52,500 £55,000
Median salary % change year-on-year +4.76% -4.55% +10.00%
10th Percentile £36,450 £37,350 £37,120
90th Percentile £68,000 £67,325 £60,000
Scotland median annual salary £42,500 £50,000 £53,000
% change year-on-year -15.00% -5.66% +6.00%

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 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 2,359 2,504 2,133
As % of all permanent IT jobs advertised in Edinburgh 93.02% 93.05% 93.31%
Number of salaries quoted 1,422 1,500 1,358
Edinburgh median annual salary £47,500 £42,500 £45,000
Median salary % change year-on-year +11.76% -5.56% +5.88%
10th Percentile £29,250 £27,500 £29,000
90th Percentile £75,000 £66,250 £70,000
Scotland median annual salary £45,500 £44,000 £44,000
% change year-on-year +3.41% - +3.53%

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 22 October 2018.

Salary histogram for Kanban in Edinburgh

For the 6 months to 22 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 Edinburgh region with a requirement for Kanban.

1 48 (94.12%) Scrum
1 48 (94.12%) Agile Software Development
2 23 (45.10%) Finance
3 20 (39.22%) AngularJS
4 19 (37.25%) JavaScript
4 19 (37.25%) Continuous Integration
5 18 (35.29%) Java
6 17 (33.33%) HTML
6 17 (33.33%) CSS
6 17 (33.33%) React
7 15 (29.41%) BDD
8 14 (27.45%) User Experience
8 14 (27.45%) ES6
9 13 (25.49%) Microsoft Azure
9 13 (25.49%) Amazon AWS
10 12 (23.53%) MySQL
10 12 (23.53%) Python
10 12 (23.53%) Confluence
10 12 (23.53%) jQuery
11 11 (21.57%) Git (software)
11 11 (21.57%) SQL Server
11 11 (21.57%) NoSQL
11 11 (21.57%) Node.js
11 11 (21.57%) Twitter
12 10 (19.61%) SDLC
12 10 (19.61%) Collaborative Working
12 10 (19.61%) PostgreSQL
12 10 (19.61%) Software Engineering
13 9 (17.65%) TDD
13 9 (17.65%) Atlassian

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 12 (23.53%) Confluence
2 3 (5.88%) SAS
Cloud Services
1 13 (25.49%) Amazon AWS
1 13 (25.49%) Microsoft Azure
2 9 (17.65%) Slack
3 5 (9.80%) npm
3 5 (9.80%) Yarn
4 1 (1.96%) AWS CloudFormation
4 1 (1.96%) Dynamics 365
4 1 (1.96%) GitHub
4 1 (1.96%) Office 365
4 1 (1.96%) Route 53
4 1 (1.96%) Virtual Private Cloud
Communications & Networking
1 1 (1.96%) SAN
Database & Business Intelligence
1 12 (23.53%) MySQL
2 11 (21.57%) NoSQL
2 11 (21.57%) SQL Server
3 10 (19.61%) PostgreSQL
4 9 (17.65%) MongoDB
4 9 (17.65%) SQLite
5 3 (5.88%) MS Access
5 3 (5.88%) Redis
6 2 (3.92%) Data Warehouse
6 2 (3.92%) DataStage
6 2 (3.92%) IBM InfoSphere
6 2 (3.92%) Relational Database
7 1 (1.96%) Amazon RDS
7 1 (1.96%) Apache Cassandra
7 1 (1.96%) DB2
7 1 (1.96%) Hadoop
7 1 (1.96%) SQL Server 2016
Development Applications
1 11 (21.57%) Git (software)
2 9 (17.65%) Bitbucket
2 9 (17.65%) Cucumber
2 9 (17.65%) git-flow
2 9 (17.65%) Selenium
3 7 (13.73%) Jenkins
4 5 (9.80%) Clang
4 5 (9.80%) Gerrit
4 5 (9.80%) webpack
5 4 (7.84%) JIRA
5 4 (7.84%) Visual Studio
6 2 (3.92%) ER Studio
6 2 (3.92%) Toad
7 1 (1.96%) Octopus Deploy
General
1 23 (45.10%) Finance
2 5 (9.80%) Automotive
2 5 (9.80%) Electronics
2 5 (9.80%) Games
3 1 (1.96%) Banking
3 1 (1.96%) Retail
Job Titles
1 20 (39.22%) Developer
2 13 (25.49%) Analyst
2 13 (25.49%) Business Analyst
3 6 (11.76%) Java Developer
3 6 (11.76%) Lead Developer
3 6 (11.76%) Lead Java Developer
4 5 (9.80%) Senior Analyst
4 5 (9.80%) Senior Business Analyst
4 5 (9.80%) Software Developer
5 3 (5.88%) Developer/Software Engineer
5 3 (5.88%) Development Manager
5 3 (5.88%) Development Project Manager
5 3 (5.88%) Project Manager
5 3 (5.88%) Python Developer
5 3 (5.88%) Python Engineer
5 3 (5.88%) Python Software Engineer
5 3 (5.88%) Software Development Manager
5 3 (5.88%) Software Development Project Manager
5 3 (5.88%) Software Engineer
5 3 (5.88%) Software Project Manager
Libraries, Frameworks & Software Standards
1 20 (39.22%) AngularJS
2 17 (33.33%) CSS
2 17 (33.33%) HTML
2 17 (33.33%) React
3 12 (23.53%) jQuery
4 11 (21.57%) Node.js
5 9 (17.65%) CSS3
5 9 (17.65%) HTML5
5 9 (17.65%) LESS
6 7 (13.73%) RESTful
7 6 (11.76%) .NET
8 5 (9.80%) HATEOAS
8 5 (9.80%) LLVM
8 5 (9.80%) OpenCL
8 5 (9.80%) TensorFlow
8 5 (9.80%) Vulkan
9 4 (7.84%) Twitter Bootstrap
10 3 (5.88%) Celery
10 3 (5.88%) Flask
10 3 (5.88%) OAuth2
Miscellaneous
1 14 (27.45%) User Experience
2 5 (9.80%) GPGPU
2 5 (9.80%) Self-Motivation
3 3 (5.88%) Computer Science
4 2 (3.92%) Mobile App
5 1 (1.96%) Algorithms
5 1 (1.96%) Credit Risk
5 1 (1.96%) Data Centre
5 1 (1.96%) Data Structures
5 1 (1.96%) EMC VNX
5 1 (1.96%) VxBlock/Vblock
Operating Systems
1 2 (3.92%) AIX
1 2 (3.92%) Android
1 2 (3.92%) Apple iOS
2 1 (1.96%) Linux
2 1 (1.96%) Red Hat Enterprise Linux
2 1 (1.96%) Unix
2 1 (1.96%) Windows
2 1 (1.96%) Windows 10
Processes & Methodologies
1 48 (94.12%) Agile Software Development
1 48 (94.12%) Scrum
2 19 (37.25%) Continuous Integration
3 15 (29.41%) BDD
4 10 (19.61%) Collaborative Working
4 10 (19.61%) SDLC
4 10 (19.61%) Software Engineering
5 9 (17.65%) Multithreading
5 9 (17.65%) SOLID
5 9 (17.65%) TDD
6 8 (15.69%) Machine Learning
6 8 (15.69%) Open Source
7 6 (11.76%) Mentoring
7 6 (11.76%) Problem-Solving
8 5 (9.80%) API Integration
8 5 (9.80%) Computer Vision
8 5 (9.80%) DevOps
8 5 (9.80%) FMEA
8 5 (9.80%) Linear Algebra
8 5 (9.80%) People Management
Programming Languages
1 19 (37.25%) JavaScript
2 18 (35.29%) Java
3 14 (27.45%) ES6
4 12 (23.53%) Python
5 5 (9.80%) C++
5 5 (9.80%) ES7
5 5 (9.80%) R
5 5 (9.80%) SQL
6 4 (7.84%) C#
7 3 (5.88%) PHP
7 3 (5.88%) VB
8 2 (3.92%) Apple Swift
8 2 (3.92%) Kotlin
Qualifications
1 8 (15.69%) Degree
2 1 (1.96%) VCAP
2 1 (1.96%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 5 (9.80%) IEC 61508
1 5 (9.80%) ISO 26262
1 5 (9.80%) MISRA
1 5 (9.80%) MISRA C
2 4 (7.84%) GDPR
3 3 (5.88%) ISO 9001
3 3 (5.88%) ISO/IEC 27001
3 3 (5.88%) PMBOK
4 1 (1.96%) QA
System Software
1 5 (9.80%) Docker
2 2 (3.92%) Tivoli Workload Scheduler
2 2 (3.92%) VMware Infrastructure
3 1 (1.96%) EMC RecoverPoint
3 1 (1.96%) VMware NSX
Systems Management
1 3 (5.88%) Opscode Chef
2 2 (3.92%) Tivoli
3 1 (1.96%) vCenter Server
3 1 (1.96%) vRealize
Vendors
1 11 (21.57%) Twitter
2 9 (17.65%) Atlassian
3 6 (11.76%) Oracle
4 5 (9.80%) Microsoft
4 5 (9.80%) Renesas
5 3 (5.88%) Informatica
5 3 (5.88%) Teradata
6 2 (3.92%) IBM
6 2 (3.92%) NetApp
6 2 (3.92%) VMware
7 1 (1.96%) EMC