Period
to 21 June 2018

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Kanban skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Kanban over the 6 months to 21 June 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Kanban
Scotland > Edinburgh
6 months to
21 Jun 2018
Same period 2017 Same period 2016
Rank 39 52 65
Rank change year-on-year +13 +13 +44
Contract jobs citing Kanban 114 56 78
As % of all contract IT jobs advertised in Edinburgh 3.94% 2.71% 2.71%
As % of the Processes & Methodologies category 4.53% 3.19% 3.18%
Number of daily rates quoted 72 41 59
Edinburgh median daily rate £450 £413 £400
Median daily rate % change year-on-year +9.09% +3.13% +6.67%
10th Percentile £363 £338 £260
90th Percentile £611 £475 £555
Scotland median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% -
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate - - -

Kanban is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Contract vacancies with a requirement for process or methodology skills 2,517 1,757 2,449
As % of all contract IT jobs advertised in Edinburgh 87.03% 85.00% 85.24%
Number of daily rates quoted 1,497 1,083 1,344
Edinburgh median daily rate £405 £400 £400
Median daily rate % change year-on-year +1.25% - +6.67%
10th Percentile £289 £260 £275
90th Percentile £568 £550 £561
Scotland median daily rate £400 £376 £375
% change year-on-year +6.31% +0.33% -
Number of hourly rates quoted 23 20 13
Edinburgh median hourly rate £35.00 £16.93 £15.82
Median hourly rate % change year-on-year +106.73% +7.05% -42.49%
10th Percentile £12.74 £12.37 £11.10
90th Percentile £48.28 £43.77 £43.50
Scotland median hourly rate £17.50 £26.75 £36.00
% change year-on-year -34.58% -25.69% +20.00%

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
Contractor Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Kanban in Edinburgh.

Contractor daily rate trend for Kanban in Edinburgh

Kanban
Contractor Daily Rate Histogram in Edinburgh

The daily rate distribution of IT jobs citing Kanban in Edinburgh over the 6 months to 21 June 2018.

Contractor daily rate histogram for Kanban in Edinburgh

For the 6 months to 21 June 2018, IT contractor 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 contract job ads across the Edinburgh region with a requirement for Kanban.

1 105 (92.11%) Agile Software Development
2 99 (86.84%) Scrum
3 34 (29.82%) BDD
4 31 (27.19%) Java
5 28 (24.56%) Finance
6 27 (23.68%) TDD
7 24 (21.05%) Git (software)
7 24 (21.05%) JavaScript
7 24 (21.05%) SQL
8 23 (20.18%) JIRA
8 23 (20.18%) Coaching
9 22 (19.30%) Python
10 18 (15.79%) Continuous Improvement
10 18 (15.79%) Jenkins
10 18 (15.79%) Continuous Integration
11 16 (14.04%) AngularJS
11 16 (14.04%) Linux
11 16 (14.04%) Banking
12 15 (13.16%) Ansible
12 15 (13.16%) DevOps
13 14 (12.28%) Docker
13 14 (12.28%) Test Automation
13 14 (12.28%) CSS
13 14 (12.28%) HTML
14 13 (11.40%) Digital Transformation Programme
15 12 (10.53%) Subversion
16 11 (9.65%) Spring
16 11 (9.65%) Project Management
16 11 (9.65%) QA
17 10 (8.77%) Red Hat Enterprise Linux

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 8 (7.02%) Confluence
1 8 (7.02%) GeoServer
2 5 (4.39%) Apache
3 4 (3.51%) Tomcat
4 3 (2.63%) IIS
5 1 (0.88%) nginx
5 1 (0.88%) SharePoint
Applications
1 4 (3.51%) MS Visio
2 1 (0.88%) Microsoft Project
Cloud Services
1 10 (8.77%) PaaS
2 9 (7.89%) OpenShift
3 6 (5.26%) IaaS
4 3 (2.63%) Amazon AWS
5 2 (1.75%) Microsoft Azure
5 2 (1.75%) SaaS
6 1 (0.88%) AWS CloudFormation
6 1 (0.88%) Datadog
6 1 (0.88%) Dynamics 365
6 1 (0.88%) npm
Communications & Networking
1 2 (1.75%) SAN
2 1 (0.88%) BGP
2 1 (0.88%) Cisco IOS
2 1 (0.88%) DHCP
2 1 (0.88%) DNS
2 1 (0.88%) EIGRP
2 1 (0.88%) Fibre Channel
2 1 (0.88%) Firewall
2 1 (0.88%) HTTP
2 1 (0.88%) iSCSI
2 1 (0.88%) LAN
2 1 (0.88%) OSPF
2 1 (0.88%) SNMP
2 1 (0.88%) Spanning Tree
2 1 (0.88%) TCP/IP
2 1 (0.88%) VLAN
2 1 (0.88%) VoIP
2 1 (0.88%) VPN
2 1 (0.88%) VXLAN
2 1 (0.88%) WAN
Database & Business Intelligence
1 10 (8.77%) NoSQL
2 8 (7.02%) GIS
3 7 (6.14%) MongoDB
3 7 (6.14%) PostgreSQL
4 6 (5.26%) Relational Database
5 5 (4.39%) MySQL
5 5 (4.39%) QGIS
6 2 (1.75%) Oracle Database
6 2 (1.75%) RDBMS
6 2 (1.75%) SQL Server
7 1 (0.88%) Spatial Data
Development Applications
1 24 (21.05%) Git (software)
2 23 (20.18%) JIRA
3 18 (15.79%) Jenkins
4 12 (10.53%) Subversion
5 8 (7.02%) Sonatype Nexus
6 7 (6.14%) TeamCity
7 4 (3.51%) Artifactory
7 4 (3.51%) Bitbucket
7 4 (3.51%) IBM UrbanCode
7 4 (3.51%) Selenium
7 4 (3.51%) Team Foundation Server
8 2 (1.75%) Maven
8 2 (1.75%) Oracle Forms
8 2 (1.75%) Visual Studio
9 1 (0.88%) Bower
9 1 (0.88%) DBeaver
9 1 (0.88%) Hudson
9 1 (0.88%) JBehave
9 1 (0.88%) JUnit
9 1 (0.88%) Octopus Deploy
General
1 28 (24.56%) Finance
2 16 (14.04%) Banking
3 6 (5.26%) Financial Institution
4 4 (3.51%) Publishing
5 3 (2.63%) Games
6 2 (1.75%) Retail Banking
7 1 (0.88%) Digital Economy
Job Titles
1 27 (23.68%) Scrum Master
2 24 (21.05%) Developer
3 13 (11.40%) Agile Coach
3 13 (11.40%) Senior Developer
4 11 (9.65%) Java Developer
4 11 (9.65%) Project Manager
5 8 (7.02%) Analyst
6 6 (5.26%) Business Analyst
6 6 (5.26%) GIS Developer
6 6 (5.26%) Senior Java Developer
7 5 (4.39%) Agile Business Analyst
7 5 (4.39%) Agile Project Manager
7 5 (4.39%) Agile Scrum Master
7 5 (4.39%) Java Developer in Test
7 5 (4.39%) JavaScript Developer
8 4 (3.51%) Architect
8 4 (3.51%) DevOps Engineer
8 4 (3.51%) Linux Engineer
8 4 (3.51%) Platform Engineer
9 3 (2.63%) Senior GIS Developer
Libraries, Frameworks & Software Standards
1 16 (14.04%) AngularJS
2 14 (12.28%) CSS
2 14 (12.28%) HTML
3 11 (9.65%) Spring
4 9 (7.89%) jQuery
4 9 (7.89%) OpenLayers
5 8 (7.02%) PostGIS
5 8 (7.02%) Sass
6 7 (6.14%) .NET
7 6 (5.26%) XML
8 5 (4.39%) Ajax
8 5 (4.39%) Hibernate
8 5 (4.39%) Node.js
8 5 (4.39%) React
8 5 (4.39%) REST
9 4 (3.51%) CSS3
9 4 (3.51%) HTML5
9 4 (3.51%) JSON
9 4 (3.51%) Spring Boot
9 4 (3.51%) Web Services
Miscellaneous
1 10 (8.77%) Enterprise Software
2 8 (7.02%) iPad
3 5 (4.39%) User Experience
4 4 (3.51%) Greenfield Project
4 4 (3.51%) Wiki
5 3 (2.63%) Minimum Viable Product
5 3 (2.63%) Private Cloud
6 2 (1.75%) Data Centre
7 1 (0.88%) Analytical Mindset
7 1 (0.88%) Analytical Skills
7 1 (0.88%) EMC VNX
7 1 (0.88%) Photography
7 1 (0.88%) Public Cloud
7 1 (0.88%) VxBlock/Vblock
Operating Systems
1 16 (14.04%) Linux
2 10 (8.77%) Red Hat Enterprise Linux
3 7 (6.14%) Windows
4 6 (5.26%) Unix
5 3 (2.63%) Windows Server
6 1 (0.88%) Android
6 1 (0.88%) Apple iOS
6 1 (0.88%) Ubuntu
Processes & Methodologies
1 105 (92.11%) Agile Software Development
2 99 (86.84%) Scrum
3 34 (29.82%) BDD
4 27 (23.68%) TDD
5 23 (20.18%) Coaching
6 18 (15.79%) Continuous Improvement
6 18 (15.79%) Continuous Integration
7 15 (13.16%) DevOps
8 14 (12.28%) Test Automation
9 13 (11.40%) Digital Transformation Programme
10 11 (9.65%) Project Management
11 10 (8.77%) User Stories
12 9 (7.89%) Front End Development
13 8 (7.02%) E-Commerce
13 8 (7.02%) Scaled Agile Framework
14 6 (5.26%) Continuous Delivery
14 6 (5.26%) Mentoring
14 6 (5.26%) OO
14 6 (5.26%) SDLC
14 6 (5.26%) Software Engineering
Programming Languages
1 31 (27.19%) Java
2 24 (21.05%) JavaScript
2 24 (21.05%) SQL
3 22 (19.30%) Python
4 8 (7.02%) Perl
5 6 (5.26%) C#
6 5 (4.39%) Bash Shell
7 4 (3.51%) ES6
7 4 (3.51%) Go
7 4 (3.51%) Java 8
8 3 (2.63%) PL/SQL
8 3 (2.63%) T-SQL
9 2 (1.75%) PowerShell
10 1 (0.88%) PHP
Qualifications
1 2 (1.75%) Degree
2 1 (0.88%) AWS Certification
2 1 (0.88%) Security Cleared
Quality Assurance & Compliance
1 11 (9.65%) QA
2 3 (2.63%) PMO
3 2 (1.75%) Disclosure Scotland
System Software
1 14 (12.28%) Docker
2 5 (4.39%) Active Directory
2 5 (4.39%) GeoWebCache
3 3 (2.63%) VMware Infrastructure
4 2 (1.75%) NFS
5 1 (0.88%) iptables
5 1 (0.88%) Virtual Machines
5 1 (0.88%) vSphere
Systems Management
1 15 (13.16%) Ansible
2 7 (6.14%) Puppet
3 6 (5.26%) Opscode Chef
4 5 (4.39%) SELinux
5 4 (3.51%) Kubernetes
6 1 (0.88%) HAProxy
6 1 (0.88%) Nagios
6 1 (0.88%) vCenter Server
Vendors
1 9 (7.89%) Microsoft
2 6 (5.26%) Oracle
3 4 (3.51%) Atlassian
4 3 (2.63%) Red Hat
4 3 (2.63%) VMware
4 3 (2.63%) Xamarin
5 2 (1.75%) Pega
6 1 (0.88%) AppDynamics
6 1 (0.88%) CA Agile Central
6 1 (0.88%) CheckPoint
6 1 (0.88%) Cisco
6 1 (0.88%) NetApp
6 1 (0.88%) New Relic
6 1 (0.88%) Salesforce.com
6 1 (0.88%) Splunk