Period
to 24 November 2017

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 24 November 2017 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
24 Nov 2017
Same period 2016 Same period 2015
Rank 56 48 99
Rank change year-on-year -8 +51 +19
Contract jobs citing Kanban 85 86 36
As % of all contract IT jobs advertised in Edinburgh 2.89% 4.07% 1.12%
As % of the Processes & Methodologies category 3.42% 4.87% 1.34%
Number of daily rates quoted 56 71 25
Edinburgh median daily rate £413 £400 £360
Median daily rate % change year-on-year +3.13% +11.11% -24.21%
10th Percentile £331 £260 £308
90th Percentile £598 £513 £473
Scotland median daily rate £413 £400 £360
% change year-on-year +3.13% +11.11% -44.19%
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 2483 1767 2677
As % of all contract IT jobs advertised in Edinburgh 84.28% 83.70% 83.32%
Number of daily rates quoted 1453 1019 1381
Edinburgh median daily rate £400 £388 £388
Median daily rate % change year-on-year +3.23% - -3.13%
10th Percentile £263 £262 £262
90th Percentile £550 £525 £525
Scotland median daily rate £390 £360 £375
% change year-on-year +8.33% -4.00% -
Number of hourly rates quoted 18 27 21
Edinburgh median hourly rate £21.00 £19.50 £19.02
Median hourly rate % change year-on-year +7.69% +2.52% +20.61%
10th Percentile £11.22 £11.30 £12.00
90th Percentile £35.00 £46.35 £40.38
Scotland median hourly rate £24.50 £21.00 £25.00
% change year-on-year +16.67% -16.00% +11.11%

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 24 November 2017.

Contractor daily rate histogram for Kanban in Edinburgh

For the 6 months to 24 November 2017, IT contractor jobs citing Kanban also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Edinburgh region with a requirement for Kanban.

1 81 (95.29%) Agile Software Development
2 57 (67.06%) Scrum
3 31 (36.47%) Java
4 26 (30.59%) BDD
5 24 (28.24%) Python
6 19 (22.35%) TDD
6 19 (22.35%) Jenkins
6 19 (22.35%) DevOps
7 17 (20.00%) Selenium
8 16 (18.82%) SQL
8 16 (18.82%) Coaching
9 14 (16.47%) JavaScript
9 14 (16.47%) Linux
9 14 (16.47%) Test Automation
10 13 (15.29%) Git (software)
11 11 (12.94%) Ansible
11 11 (12.94%) Mentoring
12 10 (11.76%) Docker
12 10 (11.76%) VMware
13 9 (10.59%) Red Hat Enterprise Linux
13 9 (10.59%) Artifactory
13 9 (10.59%) .NET
14 8 (9.41%) AngularJS
14 8 (9.41%) Cucumber
14 8 (9.41%) NoSQL
15 7 (8.24%) MongoDB
15 7 (8.24%) User Stories
15 7 (8.24%) OpenShift
15 7 (8.24%) Continuous Integration
15 7 (8.24%) JIRA

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 4 (4.71%) Confluence
2 3 (3.53%) Apache Spark
2 3 (3.53%) ColdFusion
3 2 (2.35%) Elasticsearch
3 2 (2.35%) IIS
3 2 (2.35%) SharePoint
4 1 (1.18%) Apache
4 1 (1.18%) Blackberry Enterprise Server
4 1 (1.18%) Cloud Foundry
4 1 (1.18%) CMS
4 1 (1.18%) GeoServer
4 1 (1.18%) JBoss
4 1 (1.18%) OpenStack
4 1 (1.18%) SAS
4 1 (1.18%) Tomcat
4 1 (1.18%) WebSphere
4 1 (1.18%) WebSphere Application Server
Applications
1 2 (2.35%) MS Visio
2 1 (1.18%) Microsoft Excel
Cloud Services
1 7 (8.24%) OpenShift
2 3 (3.53%) Amazon AWS
2 3 (3.53%) PaaS
3 1 (1.18%) Amazon EC2
3 1 (1.18%) Amazon ELB
3 1 (1.18%) IaaS
3 1 (1.18%) SaaS
Communications & Networking
1 3 (3.53%) TCP/IP
2 2 (2.35%) Cisco IOS
2 2 (2.35%) Firewall
2 2 (2.35%) LAN
2 2 (2.35%) VPN
2 2 (2.35%) WAN
3 1 (1.18%) BGP
3 1 (1.18%) BIG-IP
3 1 (1.18%) DHCP
3 1 (1.18%) DNS
3 1 (1.18%) DSL
3 1 (1.18%) EIGRP
3 1 (1.18%) LDAP
3 1 (1.18%) NetScaler
3 1 (1.18%) OSPF
3 1 (1.18%) Spanning Tree
3 1 (1.18%) VLAN
3 1 (1.18%) VXLAN
Database & Business Intelligence
1 8 (9.41%) NoSQL
2 7 (8.24%) MongoDB
3 6 (7.06%) PostgreSQL
4 4 (4.71%) GIS
4 4 (4.71%) Oracle Database
5 3 (3.53%) Aerospike
5 3 (3.53%) HBase
5 3 (3.53%) MySQL
5 3 (3.53%) Relational Database
6 1 (1.18%) BusinessObjects
6 1 (1.18%) RDBMS
Development Applications
1 19 (22.35%) Jenkins
2 17 (20.00%) Selenium
3 13 (15.29%) Git (software)
4 9 (10.59%) Artifactory
5 8 (9.41%) Cucumber
6 7 (8.24%) JIRA
6 7 (8.24%) Subversion
7 6 (7.06%) GitLab
8 4 (4.71%) Gradle
8 4 (4.71%) Zephyr
9 3 (3.53%) Bower
10 2 (2.35%) Maven
10 2 (2.35%) SoapUI
11 1 (1.18%) Firebug
11 1 (1.18%) Hudson
11 1 (1.18%) IntelliJ
11 1 (1.18%) JMeter
11 1 (1.18%) LoadRunner
11 1 (1.18%) Oracle Forms
11 1 (1.18%) Team Foundation Server
General
1 7 (8.24%) Finance
2 6 (7.06%) Banking
3 1 (1.18%) Manufacturing
3 1 (1.18%) Retail
Job Titles
1 19 (22.35%) Analyst
2 17 (20.00%) Developer
3 13 (15.29%) Agile Coach
4 12 (14.12%) Business Analyst
5 11 (12.94%) Senior Developer
6 10 (11.76%) Scrum Master
7 9 (10.59%) Java Developer
8 8 (9.41%) Agile Business Analyst
9 7 (8.24%) Project Manager
9 7 (8.24%) Senior Java Developer
9 7 (8.24%) Test Analyst
10 6 (7.06%) DevOps Engineer
10 6 (7.06%) Senior Analyst
10 6 (7.06%) Senior Test Analyst
11 5 (5.88%) Agile Scrum Master
11 5 (5.88%) Agile Test Analyst
12 4 (4.71%) Java Engineer
12 4 (4.71%) JavaScript Developer
12 4 (4.71%) Pega Business Analyst
12 4 (4.71%) Senior JavaScript Developer
Libraries, Frameworks & Software Standards
1 9 (10.59%) .NET
2 8 (9.41%) AngularJS
3 7 (8.24%) Spring
4 6 (7.06%) Node.js
5 5 (5.88%) CSS
5 5 (5.88%) React
6 4 (4.71%) Aurelia
6 4 (4.71%) HTML
6 4 (4.71%) jQuery
6 4 (4.71%) REST
6 4 (4.71%) Web Services
6 4 (4.71%) XML
7 3 (3.53%) ASP.NET
7 3 (3.53%) Hibernate
7 3 (3.53%) Play Framework
7 3 (3.53%) Sass
8 2 (2.35%) Gherkin
8 2 (2.35%) Java EE
8 2 (2.35%) RESTful
8 2 (2.35%) Spring Boot
Miscellaneous
1 6 (7.06%) Analytical Skills
2 5 (5.88%) Enterprise Software
3 4 (4.71%) PMI
4 3 (3.53%) Private Cloud
4 3 (3.53%) User Experience
4 3 (3.53%) VxBlock/Vblock
5 1 (1.18%) Blackberry
5 1 (1.18%) DataPower
5 1 (1.18%) Hybrid Cloud
5 1 (1.18%) Management Information System
5 1 (1.18%) Market Risk
5 1 (1.18%) Mobile App
5 1 (1.18%) PKI
Operating Systems
1 14 (16.47%) Linux
2 9 (10.59%) Red Hat Enterprise Linux
3 3 (3.53%) Unix
3 3 (3.53%) Windows
4 2 (2.35%) Apple iOS
4 2 (2.35%) Windows Server
5 1 (1.18%) Android
5 1 (1.18%) Ubuntu
5 1 (1.18%) Windows Server 2003
5 1 (1.18%) Windows Server 2008
5 1 (1.18%) Windows Server 2012
Processes & Methodologies
1 81 (95.29%) Agile Software Development
2 57 (67.06%) Scrum
3 26 (30.59%) BDD
4 19 (22.35%) DevOps
4 19 (22.35%) TDD
5 16 (18.82%) Coaching
6 14 (16.47%) Test Automation
7 11 (12.94%) Mentoring
8 7 (8.24%) Continuous Integration
8 7 (8.24%) User Stories
9 6 (7.06%) Software Engineering
10 5 (5.88%) Business Analysis
10 5 (5.88%) Continuous Improvement
10 5 (5.88%) Project Management
10 5 (5.88%) Unit Testing
10 5 (5.88%) Wireframes
11 4 (4.71%) Business Process Modelling
11 4 (4.71%) Microservices
11 4 (4.71%) SDLC
11 4 (4.71%) Stakeholder Management
Programming Languages
1 31 (36.47%) Java
2 24 (28.24%) Python
3 16 (18.82%) SQL
4 14 (16.47%) JavaScript
5 5 (5.88%) Bash Shell
6 4 (4.71%) C#
6 4 (4.71%) Go
6 4 (4.71%) Perl
7 3 (3.53%) CoffeeScript
7 3 (3.53%) PHP
7 3 (3.53%) Scala
7 3 (3.53%) T-SQL
8 2 (2.35%) PL/SQL
8 2 (2.35%) VB.NET
9 1 (1.18%) C
9 1 (1.18%) ES6
9 1 (1.18%) Ruby
9 1 (1.18%) VBA
Qualifications
1 4 (4.71%) PMI Certification
2 2 (2.35%) BPSS Clearance
2 2 (2.35%) CCNP
2 2 (2.35%) Cisco Certification
2 2 (2.35%) VMware Certified Professional (VCP)
3 1 (1.18%) AWS Certification
3 1 (1.18%) ITIL Foundation Certificate
3 1 (1.18%) Microsoft Certification
3 1 (1.18%) Security Cleared
Quality Assurance & Compliance
1 7 (8.24%) Disclosure Scotland
2 5 (5.88%) QA
System Software
1 10 (11.76%) Docker
2 5 (5.88%) VMware NSX
3 4 (4.71%) VMware Infrastructure
4 2 (2.35%) Active Directory
4 2 (2.35%) vSphere
Systems Management
1 11 (12.94%) Ansible
2 4 (4.71%) Kubernetes
3 3 (3.53%) Puppet
3 3 (3.53%) SELinux
4 2 (2.35%) Red Hat Satellite
5 1 (1.18%) EMC NetWorker
5 1 (1.18%) Prometheus
5 1 (1.18%) Xymon
Vendors
1 10 (11.76%) VMware
2 6 (7.06%) Oracle
2 6 (7.06%) Pega
3 5 (5.88%) Red Hat
4 4 (4.71%) Atlassian
4 4 (4.71%) Microsoft
5 3 (3.53%) Black Duck
6 2 (2.35%) CheckPoint
6 2 (2.35%) Cisco
7 1 (1.18%) Citrix
7 1 (1.18%) Cognos
7 1 (1.18%) CommVault
7 1 (1.18%) EMC
7 1 (1.18%) F5
7 1 (1.18%) IBM
7 1 (1.18%) NetApp
7 1 (1.18%) SolarWinds
7 1 (1.18%) Sophos
7 1 (1.18%) Splunk