Period
to 22 September 2018

The following table provides summary statistics for contract job vacancies advertised in Glasgow 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 22 September 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 > Glasgow
6 months to
22 Sep 2018
Same period 2017 Same period 2016
Rank 62 72 74
Rank change year-on-year +10 +2 +20
Contract jobs citing Kanban 56 38 21
As % of all contract IT jobs advertised in Glasgow 3.26% 2.71% 1.63%
As % of the Processes & Methodologies category 3.69% 3.11% 1.91%
Number of daily rates quoted 29 33 19
Glasgow median daily rate £435 £425 £400
Median daily rate % change year-on-year +2.35% +6.25% -5.88%
10th Percentile £325 £319 £338
90th Percentile £505 £480 £480
Scotland median daily rate £463 £413 £400
% change year-on-year +12.12% +3.13% +4.92%
Number of hourly rates quoted 0 0 0
Glasgow 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 Glasgow with a requirement for process or methodology skills.

All Process and Methodology Skills
Glasgow
Contract vacancies with a requirement for process or methodology skills 1,519 1,220 1,099
As % of all contract IT jobs advertised in Glasgow 88.37% 87.14% 85.13%
Number of daily rates quoted 866 649 611
Glasgow median daily rate £400 £375 £350
Median daily rate % change year-on-year +6.67% +7.14% -
10th Percentile £256 £262 £219
90th Percentile £538 £500 £451
Scotland median daily rate £400 £388 £360
% change year-on-year +3.23% +7.64% -4.00%
Number of hourly rates quoted 33 29 15
Glasgow median hourly rate £17.50 £24.00 £14.00
Median hourly rate % change year-on-year -27.08% +71.43% -55.86%
10th Percentile £10.75 £10.00 £9.25
90th Percentile £35.20 £33.30 £44.65
Scotland median hourly rate £24.78 £26.25 £35.00
% change year-on-year -5.62% -25.00% +66.67%

Kanban
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Kanban in Glasgow

Kanban
Contractor Daily Rate Trend in Glasgow

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

Contractor daily rate trend for Kanban in Glasgow

Kanban
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Kanban in Glasgow over the 6 months to 22 September 2018.

Contractor daily rate histogram for Kanban in Glasgow

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

1 55 (98.21%) Agile Software Development
2 54 (96.43%) Scrum
3 33 (58.93%) Java
4 23 (41.07%) Test Automation
5 20 (35.71%) Spring
5 20 (35.71%) JIRA
6 19 (33.93%) TDD
6 19 (33.93%) JavaScript
7 18 (32.14%) BDD
8 16 (28.57%) QA
9 15 (26.79%) HTML
9 15 (26.79%) SQL
9 15 (26.79%) Oracle
9 15 (26.79%) AngularJS
10 14 (25.00%) Selenium
10 14 (25.00%) Integration Testing
10 14 (25.00%) System Testing
11 13 (23.21%) Web Development
12 12 (21.43%) Continuous Integration
12 12 (21.43%) Python
13 11 (19.64%) UML
13 11 (19.64%) Software Engineering
13 11 (19.64%) User Stories
13 11 (19.64%) Ansible
13 11 (19.64%) NoSQL
14 10 (17.86%) MongoDB
14 10 (17.86%) Puppet
14 10 (17.86%) Docker
14 10 (17.86%) Enterprise Software
14 10 (17.86%) Coaching

Kanban
Co-occurring IT Skills in Glasgow 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 9 (16.07%) JBoss
1 9 (16.07%) Jetty
1 9 (16.07%) Tomcat
1 9 (16.07%) WebLogic
1 9 (16.07%) WebSphere
2 4 (7.14%) Confluence
3 2 (3.57%) Apache Spark
3 2 (3.57%) CMS
3 2 (3.57%) SharePoint
4 1 (1.79%) Apache
Applications
1 1 (1.79%) Mingle
1 1 (1.79%) MS Visio
Cloud Services
1 6 (10.71%) Amazon AWS
1 6 (10.71%) Microsoft Azure
2 4 (7.14%) PaaS
3 1 (1.79%) GitHub
Communications & Networking
1 9 (16.07%) AMQP
Database & Business Intelligence
1 11 (19.64%) NoSQL
2 10 (17.86%) Hadoop
2 10 (17.86%) MongoDB
3 9 (16.07%) Couchbase
3 9 (16.07%) Redis
3 9 (16.07%) Riak
4 8 (14.29%) Relational Database
5 7 (12.50%) Pentaho
6 4 (7.14%) DB2
7 3 (5.36%) Big Data
8 2 (3.57%) Data Warehouse
9 1 (1.79%) Apache Hive
9 1 (1.79%) Apache Zeppelin
9 1 (1.79%) HBase
9 1 (1.79%) Impala
9 1 (1.79%) MySQL
9 1 (1.79%) PostgreSQL
Development Applications
1 20 (35.71%) JIRA
2 14 (25.00%) Selenium
3 10 (17.86%) Git (software)
3 10 (17.86%) Jenkins
4 9 (16.07%) Bitbucket
4 9 (16.07%) Cucumber
4 9 (16.07%) FitNesse
4 9 (16.07%) Vagrant
5 7 (12.50%) IntelliJ
6 5 (8.93%) SpecFlow
6 5 (8.93%) WebDriver
7 3 (5.36%) Subversion
7 3 (5.36%) Team Foundation Server
8 1 (1.79%) Maven
8 1 (1.79%) TeamCity
General
1 8 (14.29%) Finance
2 4 (7.14%) Back Office
3 3 (5.36%) Financial Institution
3 3 (5.36%) Games
4 2 (3.57%) Banking
4 2 (3.57%) Retail Banking
Job Titles
1 25 (44.64%) Developer
2 18 (32.14%) Java Developer
3 7 (12.50%) Analyst
3 7 (12.50%) Scrum Master
4 6 (10.71%) Agile Coach
5 5 (8.93%) Automation Tester
5 5 (8.93%) Business Analyst
5 5 (8.93%) Tester
6 3 (5.36%) Architect
6 3 (5.36%) Designer
6 3 (5.36%) Digital Architect
6 3 (5.36%) Digital Solutions Architect
6 3 (5.36%) Full Stack Developer
6 3 (5.36%) Solutions Architect
6 3 (5.36%) Solutions Designer
7 2 (3.57%) Agile Business Analyst
7 2 (3.57%) Applications Developer
7 2 (3.57%) Java Scala Developer
7 2 (3.57%) Scala Developer
7 2 (3.57%) Senior Developer
Libraries, Frameworks & Software Standards
1 20 (35.71%) Spring
2 15 (26.79%) AngularJS
2 15 (26.79%) HTML
3 10 (17.86%) Hibernate
3 10 (17.86%) JPA
3 10 (17.86%) Kafka
4 9 (16.07%) HTML5
4 9 (16.07%) JMS
4 9 (16.07%) RabbitMQ
4 9 (16.07%) TIBCO EMS
4 9 (16.07%) WebSphere MQ
5 7 (12.50%) Drools
6 6 (10.71%) .NET
6 6 (10.71%) REST
7 4 (7.14%) CSS
7 4 (7.14%) Spring Boot
8 3 (5.36%) React
9 2 (3.57%) D3.js
9 2 (3.57%) Highcharts JS
9 2 (3.57%) Semantic HTML
Miscellaneous
1 10 (17.86%) Enterprise Software
2 8 (14.29%) User Experience
3 7 (12.50%) Cloud Native
3 7 (12.50%) Private Cloud
4 4 (7.14%) Computer Science
4 4 (7.14%) Mobile App
5 2 (3.57%) Linux Command Line
6 1 (1.79%) Analytical Mindset
6 1 (1.79%) Analytical Skills
6 1 (1.79%) Cyberthreat
6 1 (1.79%) Minimum Viable Product
Operating Systems
1 4 (7.14%) Unix
2 1 (1.79%) Linux
2 1 (1.79%) Windows
Processes & Methodologies
1 55 (98.21%) Agile Software Development
2 54 (96.43%) Scrum
3 23 (41.07%) Test Automation
4 19 (33.93%) TDD
5 18 (32.14%) BDD
6 14 (25.00%) Integration Testing
6 14 (25.00%) System Testing
7 13 (23.21%) Web Development
8 12 (21.43%) Continuous Integration
9 11 (19.64%) Software Engineering
9 11 (19.64%) UML
9 11 (19.64%) User Stories
10 10 (17.86%) Coaching
10 10 (17.86%) DSDM
11 9 (16.07%) Analytics
11 9 (16.07%) Concurrent Programming
11 9 (16.07%) Deployment Automation
11 9 (16.07%) Multithreading
11 9 (16.07%) OO
11 9 (16.07%) RUP
Programming Languages
1 33 (58.93%) Java
2 19 (33.93%) JavaScript
3 15 (26.79%) SQL
4 12 (21.43%) Python
5 9 (16.07%) Bash Shell
5 9 (16.07%) Ruby
6 7 (12.50%) R
7 6 (10.71%) C#
8 3 (5.36%) Scala
9 1 (1.79%) Java 8
9 1 (1.79%) PHP
Qualifications
1 7 (12.50%) Degree
2 3 (5.36%) ISEB
2 3 (5.36%) ISTQB
2 3 (5.36%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 16 (28.57%) QA
System Software
1 10 (17.86%) Docker
2 1 (1.79%) HDFS
Systems Management
1 11 (19.64%) Ansible
2 10 (17.86%) Puppet
3 9 (16.07%) Cobbler
3 9 (16.07%) Opscode Chef
4 1 (1.79%) Kibana
Vendors
1 15 (26.79%) Oracle
2 9 (16.07%) IBM
2 9 (16.07%) TIBCO
3 8 (14.29%) Informatica
4 4 (7.14%) Splunk
5 2 (3.57%) Adobe
5 2 (3.57%) Omniture
6 1 (1.79%) Citrix
6 1 (1.79%) Microsoft
6 1 (1.79%) Perforce
6 1 (1.79%) ServiceNow
6 1 (1.79%) VMware