Period
to 13 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Cucumber skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Cucumber over the 6 months to 13 December 2017 with a comparison to the same period in the previous 2 years.

Cucumber
Scotland > Glasgow
6 months to
13 Dec 2017
Same period 2016 Same period 2015
Rank 99 96 121
Rank change year-on-year -3 +25 -8
Permanent jobs citing Cucumber 51 36 34
As % of all permanent IT jobs advertised in Glasgow 2.22% 1.76% 1.31%
As % of the Development Applications category 9.44% 8.33% 6.60%
Number of salaries quoted 15 11 11
Glasgow median annual salary £47,500 £40,000 £46,000
Median salary % change year-on-year +18.75% -13.04% +22.67%
10th Percentile £30,000 £32,500 £32,500
90th Percentile £55,000 £57,500 £65,000
Scotland median annual salary £46,250 £36,640 £47,500
% change year-on-year +26.23% -22.86% +26.67%

Cucumber is in the Development Applications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for development application skills.

All Development Application Skills
Glasgow
Permanent vacancies with a requirement for development application skills 540 432 515
As % of all permanent IT jobs advertised in Glasgow 23.54% 21.14% 19.88%
Number of salaries quoted 276 227 291
Glasgow median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +12.50%
10th Percentile £32,125 £28,150 £32,000
90th Percentile £60,000 £56,750 £57,500
Scotland median annual salary £41,500 £40,500 £42,500
% change year-on-year +2.47% -4.71% +6.25%

Cucumber
Job Vacancy Trend in Glasgow

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

Job vacancy trend for Cucumber in Glasgow

Cucumber
Salary Trend in Glasgow

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Cucumber in Glasgow.

Salary trend for Cucumber in Glasgow

Cucumber
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Cucumber in Glasgow over the 6 months to 13 December 2017.

Salary histogram for Cucumber in Glasgow

For the 6 months to 13 December 2017, IT jobs citing Cucumber also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Glasgow region with a requirement for Cucumber.

1 44 (86.27%) Agile Software Development
2 38 (74.51%) TDD
3 37 (72.55%) BDD
4 35 (68.63%) Test Automation
5 33 (64.71%) Selenium
5 33 (64.71%) Java
5 33 (64.71%) JavaScript
6 30 (58.82%) Python
6 30 (58.82%) Ruby
7 29 (56.86%) Spring
8 27 (52.94%) Multithreading
8 27 (52.94%) JBoss
8 27 (52.94%) Hibernate
9 26 (50.98%) Software Engineering
9 26 (50.98%) Concurrent Programming
10 25 (49.02%) HTML5
10 25 (49.02%) Scrum
10 25 (49.02%) HTML
11 23 (45.10%) JMS
11 23 (45.10%) Puppet
11 23 (45.10%) QA
11 23 (45.10%) Opscode Chef
12 22 (43.14%) Docker
12 22 (43.14%) MongoDB
12 22 (43.14%) NoSQL
12 22 (43.14%) System Testing
13 21 (41.18%) Kanban
13 21 (41.18%) Hadoop
13 21 (41.18%) Bash Shell
13 21 (41.18%) FitNesse

Cucumber
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 27 (52.94%) JBoss
2 21 (41.18%) Jetty
2 21 (41.18%) Tomcat
2 21 (41.18%) WebLogic
3 20 (39.22%) WebSphere
4 7 (13.73%) Confluence
Applications
1 1 (1.96%) Microsoft Excel
Cloud Services
1 4 (7.84%) Cloud Computing
2 2 (3.92%) BlazeMeter
2 2 (3.92%) BrowserStack
3 1 (1.96%) Amazon AWS
3 1 (1.96%) Amazon EC2
3 1 (1.96%) Microsoft Azure
Communications & Networking
1 20 (39.22%) AMQP
Database & Business Intelligence
1 22 (43.14%) MongoDB
1 22 (43.14%) NoSQL
2 21 (41.18%) Couchbase
2 21 (41.18%) Hadoop
2 21 (41.18%) Redis
2 21 (41.18%) Riak
3 9 (17.65%) Relational Database
4 6 (11.76%) Big Data
5 3 (5.88%) MySQL
6 1 (1.96%) DB2
Development Applications
1 33 (64.71%) Selenium
2 21 (41.18%) FitNesse
2 21 (41.18%) Vagrant
3 14 (27.45%) JUnit
4 9 (17.65%) Jenkins
4 9 (17.65%) JIRA
4 9 (17.65%) JMeter
5 7 (13.73%) JBehave
6 6 (11.76%) Mockito
7 5 (9.80%) SpecFlow
8 4 (7.84%) Appium
8 4 (7.84%) Jasmine
8 4 (7.84%) Karma Test Runner
8 4 (7.84%) Maven
8 4 (7.84%) WebDriver
9 3 (5.88%) Calabash
9 3 (5.88%) Gatling
9 3 (5.88%) TeamCity
10 2 (3.92%) Visual Studio
10 2 (3.92%) Zephyr
General
1 3 (5.88%) Banking
1 3 (5.88%) Finance
2 2 (3.92%) Marketing
Job Titles
1 33 (64.71%) Developer
2 19 (37.25%) Java Developer
3 16 (31.37%) Full Stack Developer
4 7 (13.73%) Lead Developer
5 6 (11.76%) Team Leader
6 5 (9.80%) Automation Tester
6 5 (9.80%) Java Team Leader
6 5 (9.80%) Test Engineer
6 5 (9.80%) Tester
7 3 (5.88%) Analyst
7 3 (5.88%) JavaScript Developer
7 3 (5.88%) Lead Java Developer
7 3 (5.88%) Senior Analyst
7 3 (5.88%) Senior Developer
7 3 (5.88%) Senior JavaScript Developer
7 3 (5.88%) Senior Test Analyst
7 3 (5.88%) Technical Engineer
7 3 (5.88%) Test Analyst
8 2 (3.92%) DevOps Developer
8 2 (3.92%) PHP Developer
Libraries, Frameworks & Software Standards
1 29 (56.86%) Spring
2 27 (52.94%) Hibernate
3 25 (49.02%) HTML
3 25 (49.02%) HTML5
4 23 (45.10%) JMS
5 20 (39.22%) JPA
5 20 (39.22%) Kafka
5 20 (39.22%) RabbitMQ
5 20 (39.22%) TIBCO EMS
5 20 (39.22%) WebSphere MQ
6 8 (15.69%) J2EE
7 5 (9.80%) AngularJS
8 4 (7.84%) CSS
8 4 (7.84%) CSS3
8 4 (7.84%) Ember.js
8 4 (7.84%) JSON
8 4 (7.84%) Node.js
8 4 (7.84%) SOAP
8 4 (7.84%) WebSockets
8 4 (7.84%) XML
Miscellaneous
1 3 (5.88%) Computer Science
1 3 (5.88%) Data Structures
1 3 (5.88%) Enterprise Software
1 3 (5.88%) User Experience
2 2 (3.92%) Algorithms
Operating Systems
1 3 (5.88%) Linux
1 3 (5.88%) Unix
2 2 (3.92%) Windows
Processes & Methodologies
1 44 (86.27%) Agile Software Development
2 38 (74.51%) TDD
3 37 (72.55%) BDD
4 35 (68.63%) Test Automation
5 27 (52.94%) Multithreading
6 26 (50.98%) Concurrent Programming
6 26 (50.98%) Software Engineering
7 25 (49.02%) Scrum
8 22 (43.14%) System Testing
9 21 (41.18%) Kanban
10 20 (39.22%) DSDM
10 20 (39.22%) Integration Testing
10 20 (39.22%) RUP
10 20 (39.22%) UML
11 6 (11.76%) Unit Testing
12 5 (9.80%) Software Testing
12 5 (9.80%) Test Scripting
13 4 (7.84%) Mentoring
14 3 (5.88%) Non-Functional Testing
14 3 (5.88%) SDET
Programming Languages
1 33 (64.71%) Java
1 33 (64.71%) JavaScript
2 30 (58.82%) Python
2 30 (58.82%) Ruby
3 21 (41.18%) Bash Shell
4 9 (17.65%) SQL
5 7 (13.73%) C#
6 2 (3.92%) PHP
6 2 (3.92%) PowerShell
7 1 (1.96%) PL/SQL
7 1 (1.96%) Shell Script
Qualifications
1 3 (5.88%) Degree
2 1 (1.96%) ISTQB
2 1 (1.96%) MCP
2 1 (1.96%) Microsoft Certification
2 1 (1.96%) OCP
2 1 (1.96%) Oracle Certification
2 1 (1.96%) SAP Certification
2 1 (1.96%) Security Cleared
Quality Assurance & Compliance
1 23 (45.10%) QA
2 1 (1.96%) Dodd-Frank
2 1 (1.96%) EMIR
2 1 (1.96%) MiFID
System Software
1 22 (43.14%) Docker
Systems Management
1 23 (45.10%) Opscode Chef
1 23 (45.10%) Puppet
2 21 (41.18%) Ansible
2 21 (41.18%) Cobbler
Vendors
1 20 (39.22%) IBM
1 20 (39.22%) TIBCO
2 8 (15.69%) Informatica
3 4 (7.84%) Oracle
4 2 (3.92%) Zend
5 1 (1.96%) HP
5 1 (1.96%) Microsoft
5 1 (1.96%) Perforce
5 1 (1.96%) SAP