Period
to 25 June 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 25 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 > Glasgow
6 months to
25 Jun 2018
Same period 2017 Same period 2016
Rank 62 68 69
Rank change year-on-year +6 +1 +24
Contract jobs citing Kanban 55 21 24
As % of all contract IT jobs advertised in Glasgow 3.37% 1.79% 1.88%
As % of the Processes & Methodologies category 3.89% 2.06% 2.22%
Number of daily rates quoted 32 17 15
Glasgow median daily rate £430 £425 £400
Median daily rate % change year-on-year +1.18% +6.25% -5.88%
10th Percentile £325 £343 £338
90th Percentile £500 £503 £465
Scotland median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% -
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 1,414 1,019 1,081
As % of all contract IT jobs advertised in Glasgow 86.54% 86.65% 84.78%
Number of daily rates quoted 845 539 619
Glasgow median daily rate £388 £375 £350
Median daily rate % change year-on-year +3.33% +7.14% -6.67%
10th Percentile £263 £250 £213
90th Percentile £528 £488 £475
Scotland median daily rate £400 £380 £375
% change year-on-year +5.26% +1.33% -
Number of hourly rates quoted 30 11 9
Glasgow median hourly rate £16.68 £17.32 £30.00
Median hourly rate % change year-on-year -3.70% -42.27% +9.09%
10th Percentile £10.47 £13.75 £9.25
90th Percentile £35.46 £41.00 £37.60
Scotland median hourly rate £17.50 £26.75 £36.00
% change year-on-year -34.58% -25.69% +30.91%

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 25 June 2018.

Contractor daily rate histogram for Kanban in Glasgow

For the 6 months to 25 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 Glasgow region with a requirement for Kanban.

1 55 (100.00%) Scrum
2 54 (98.18%) Agile Software Development
3 26 (47.27%) Java
4 22 (40.00%) TDD
5 17 (30.91%) Continuous Integration
5 17 (30.91%) Test Automation
5 17 (30.91%) BDD
6 14 (25.45%) User Stories
7 13 (23.64%) Enterprise Software
7 13 (23.64%) JavaScript
7 13 (23.64%) QA
8 12 (21.82%) Degree
8 12 (21.82%) Spring
8 12 (21.82%) HTML
8 12 (21.82%) SQL
8 12 (21.82%) Coaching
9 11 (20.00%) Python
9 11 (20.00%) Selenium
9 11 (20.00%) System Testing
9 11 (20.00%) Integration Testing
10 10 (18.18%) Oracle
10 10 (18.18%) Web Services
10 10 (18.18%) DSDM
10 10 (18.18%) Amazon AWS
11 9 (16.36%) Hadoop
11 9 (16.36%) Kafka
11 9 (16.36%) Docker
11 9 (16.36%) ISEB
11 9 (16.36%) User Acceptance Testing
11 9 (16.36%) Finance

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 5 (9.09%) Apache Spark
1 5 (9.09%) JBoss
1 5 (9.09%) Jetty
1 5 (9.09%) Tomcat
1 5 (9.09%) WebLogic
1 5 (9.09%) WebSphere
2 4 (7.27%) Apache
3 1 (1.82%) Confluence
Applications
1 2 (3.64%) Mingle
2 1 (1.82%) Microsoft Excel
2 1 (1.82%) Microsoft Office
2 1 (1.82%) Microsoft PowerPoint
2 1 (1.82%) Microsoft Project
2 1 (1.82%) MS Visio
Cloud Services
1 10 (18.18%) Amazon AWS
2 7 (12.73%) Microsoft Azure
3 4 (7.27%) PaaS
4 3 (5.45%) Amazon EC2
4 3 (5.45%) Amazon S3
4 3 (5.45%) Amazon SQS
5 1 (1.82%) GitHub
Communications & Networking
1 5 (9.09%) AMQP
2 2 (3.64%) Firewall
2 2 (3.64%) Internet
2 2 (3.64%) MPLS
2 2 (3.64%) WAN
Database & Business Intelligence
1 9 (16.36%) Hadoop
2 8 (14.55%) NoSQL
3 6 (10.91%) Big Data
3 6 (10.91%) MongoDB
4 5 (9.09%) Couchbase
4 5 (9.09%) Redis
4 5 (9.09%) Riak
5 4 (7.27%) Apache Zeppelin
6 2 (3.64%) Data Warehouse
7 1 (1.82%) Apache Hive
7 1 (1.82%) HBase
7 1 (1.82%) Impala
7 1 (1.82%) MySQL
7 1 (1.82%) PostgreSQL
7 1 (1.82%) Relational Database
Development Applications
1 11 (20.00%) Selenium
2 7 (12.73%) JIRA
3 6 (10.91%) Git (software)
3 6 (10.91%) Jenkins
3 6 (10.91%) SpecFlow
3 6 (10.91%) WebDriver
4 5 (9.09%) Cucumber
4 5 (9.09%) FitNesse
4 5 (9.09%) Vagrant
5 4 (7.27%) Team Foundation Server
6 3 (5.45%) Maven
7 2 (3.64%) DbUnit
7 2 (3.64%) jMock
7 2 (3.64%) JUnit
7 2 (3.64%) Mockito
7 2 (3.64%) SonarQube
8 1 (1.82%) Subversion
8 1 (1.82%) TeamCity
General
1 9 (16.36%) Finance
2 6 (10.91%) Games
3 4 (7.27%) Back Office
4 3 (5.45%) Financial Institution
5 2 (3.64%) Banking
5 2 (3.64%) Retail Banking
Job Titles
1 16 (29.09%) Developer
2 12 (21.82%) Java Developer
3 11 (20.00%) Scrum Master
4 9 (16.36%) Analyst
5 6 (10.91%) Agile Coach
5 6 (10.91%) Automation Tester
5 6 (10.91%) Tester
6 5 (9.09%) Business Systems Analyst
7 4 (7.27%) Business Analyst
8 3 (5.45%) Agile Developer
8 3 (5.45%) Architect
8 3 (5.45%) AWS Developer
8 3 (5.45%) Designer
8 3 (5.45%) Digital Architect
8 3 (5.45%) Digital Solutions Architect
8 3 (5.45%) Project Manager
8 3 (5.45%) Solutions Architect
8 3 (5.45%) Solutions Designer
8 3 (5.45%) Systems Analyst
9 2 (3.64%) Finance Business Analyst
Libraries, Frameworks & Software Standards
1 12 (21.82%) HTML
1 12 (21.82%) Spring
2 10 (18.18%) Web Services
3 9 (16.36%) Kafka
4 7 (12.73%) .NET
5 6 (10.91%) Hibernate
5 6 (10.91%) JPA
5 6 (10.91%) REST
6 5 (9.09%) CSS
6 5 (9.09%) HTML5
6 5 (9.09%) J2EE
6 5 (9.09%) JMS
6 5 (9.09%) RabbitMQ
6 5 (9.09%) TIBCO EMS
6 5 (9.09%) WebSphere MQ
7 4 (7.27%) AngularJS
8 3 (5.45%) Angular 2
9 2 (3.64%) PowerMock
9 2 (3.64%) SOAP
9 2 (3.64%) Velocity
Miscellaneous
1 13 (23.64%) Enterprise Software
2 5 (9.09%) User Experience
3 4 (7.27%) Computer Science
3 4 (7.27%) Linux Command Line
3 4 (7.27%) Mobile App
4 3 (5.45%) Cyberthreat
4 3 (5.45%) Management Information System
5 2 (3.64%) Data Centre
5 2 (3.64%) Distributed Denial-of-Service
6 1 (1.82%) Analytical Mindset
6 1 (1.82%) Analytical Skills
6 1 (1.82%) Minimum Viable Product
Operating Systems
1 6 (10.91%) Unix
2 3 (5.45%) Linux
3 1 (1.82%) Windows
Processes & Methodologies
1 55 (100.00%) Scrum
2 54 (98.18%) Agile Software Development
3 22 (40.00%) TDD
4 17 (30.91%) BDD
4 17 (30.91%) Continuous Integration
4 17 (30.91%) Test Automation
5 14 (25.45%) User Stories
6 12 (21.82%) Coaching
7 11 (20.00%) Integration Testing
7 11 (20.00%) System Testing
8 10 (18.18%) DSDM
9 9 (16.36%) User Acceptance Testing
10 8 (14.55%) OO
10 8 (14.55%) UML
11 7 (12.73%) Continuous Delivery
11 7 (12.73%) Continuous Improvement
11 7 (12.73%) Waterfall
12 6 (10.91%) Agile Testing
12 6 (10.91%) Feature Driven Development
12 6 (10.91%) Functional Testing
Programming Languages
1 26 (47.27%) Java
2 13 (23.64%) JavaScript
3 12 (21.82%) SQL
4 11 (20.00%) Python
5 7 (12.73%) C#
6 6 (10.91%) Ruby
6 6 (10.91%) Scala
7 5 (9.09%) Bash Shell
8 3 (5.45%) Java 8
9 1 (1.82%) PHP
Qualifications
1 12 (21.82%) Degree
2 9 (16.36%) ISEB
3 4 (7.27%) ISTQB
3 4 (7.27%) ISTQB Foundation Certification
4 2 (3.64%) PMP
5 1 (1.82%) Computer Science Degree
5 1 (1.82%) PMI Certification
Quality Assurance & Compliance
1 13 (23.64%) QA
2 1 (1.82%) Disclosure Scotland
2 1 (1.82%) PMBOK
2 1 (1.82%) PMO
System Software
1 9 (16.36%) Docker
2 1 (1.82%) HDFS
Systems Management
1 8 (14.55%) Ansible
2 6 (10.91%) Puppet
3 5 (9.09%) Cobbler
3 5 (9.09%) Opscode Chef
4 4 (7.27%) Kibana
Vendors
1 10 (18.18%) Oracle
2 7 (12.73%) IBM
3 5 (9.09%) Splunk
3 5 (9.09%) TIBCO
4 4 (7.27%) Informatica
4 4 (7.27%) Perforce
5 2 (3.64%) Citrix
5 2 (3.64%) VMware
6 1 (1.82%) Microsoft
6 1 (1.82%) ServiceNow