Period
to 16 August 2018

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 16 August 2018 with a comparison to the same period in the previous 2 years.

Cucumber
Scotland > Glasgow
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 114 96 85
Rank change year-on-year -18 -11 +48
Permanent jobs citing Cucumber 45 50 73
As % of all permanent IT jobs advertised in Glasgow 1.97% 2.19% 2.97%
As % of the Development Applications category 7.71% 9.47% 13.30%
Number of salaries quoted 18 21 9
Glasgow median annual salary £50,000 £47,500 £50,000
Median salary % change year-on-year +5.26% -5.00% +26.58%
10th Percentile £37,500 £31,750 £38,750
90th Percentile £62,250 £56,250 £75,000
Scotland median annual salary £46,250 £45,000 £43,250
% change year-on-year +2.78% +4.05% +8.13%

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 584 528 549
As % of all permanent IT jobs advertised in Glasgow 25.60% 23.16% 22.32%
Number of salaries quoted 426 239 248
Glasgow median annual salary £50,000 £44,000 £45,000
Median salary % change year-on-year +13.64% -2.22% +5.88%
10th Percentile £32,500 £31,200 £30,000
90th Percentile £70,000 £60,000 £65,000
Scotland median annual salary £45,000 £40,000 £45,000
% change year-on-year +12.50% -11.11% +12.50%

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 16 August 2018.

Salary histogram for Cucumber in Glasgow

For the 6 months to 16 August 2018, IT jobs citing Cucumber also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Glasgow region with a requirement for Cucumber.

1 37 (82.22%) Java
2 33 (73.33%) Agile Software Development
3 30 (66.67%) SQL
4 27 (60.00%) TDD
5 24 (53.33%) Selenium
5 24 (53.33%) Test Automation
5 24 (53.33%) Jenkins
6 23 (51.11%) Python
7 19 (42.22%) JavaScript
8 18 (40.00%) C#
9 17 (37.78%) Spring
10 16 (35.56%) Software Engineering
10 16 (35.56%) Ruby
11 15 (33.33%) JIRA
11 15 (33.33%) HTML
11 15 (33.33%) JUnit
12 14 (31.11%) Scrum
12 14 (31.11%) HTML5
13 13 (28.89%) JBehave
13 13 (28.89%) Web Services
14 12 (26.67%) QA
14 12 (26.67%) TeamCity
14 12 (26.67%) BDD
15 11 (24.44%) Bash Shell
15 11 (24.44%) MongoDB
15 11 (24.44%) NoSQL
15 11 (24.44%) Tomcat
15 11 (24.44%) Hibernate
15 11 (24.44%) Banking
15 11 (24.44%) Docker

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 11 (24.44%) Tomcat
2 10 (22.22%) WebSphere
3 9 (20.00%) Confluence
3 9 (20.00%) JBoss
3 9 (20.00%) Jetty
4 7 (15.56%) WebLogic
Cloud Services
1 2 (4.44%) Amazon AWS
1 2 (4.44%) Cloud Computing
1 2 (4.44%) Microsoft Azure
Communications & Networking
1 3 (6.67%) AMQP
2 2 (4.44%) HTTP
Database & Business Intelligence
1 11 (24.44%) MongoDB
1 11 (24.44%) NoSQL
2 8 (17.78%) SQL Server
3 7 (15.56%) Couchbase
3 7 (15.56%) Hadoop
3 7 (15.56%) Redis
4 6 (13.33%) Riak
5 5 (11.11%) DB2
6 2 (4.44%) RDBMS
6 2 (4.44%) Relational Database
7 1 (2.22%) MariaDB
Development Applications
1 24 (53.33%) Jenkins
1 24 (53.33%) Selenium
2 15 (33.33%) JIRA
2 15 (33.33%) JUnit
3 13 (28.89%) JBehave
4 12 (26.67%) TeamCity
5 10 (22.22%) SpecFlow
6 9 (20.00%) Appium
6 9 (20.00%) FitNesse
6 9 (20.00%) JMeter
7 8 (17.78%) Git (software)
8 7 (15.56%) Gatling
9 6 (13.33%) Calabash
9 6 (13.33%) Jasmine
9 6 (13.33%) Maven
9 6 (13.33%) Vagrant
9 6 (13.33%) webpack
10 4 (8.89%) Hudson
10 4 (8.89%) Mockito
10 4 (8.89%) WebDriver
General
1 11 (24.44%) Banking
2 10 (22.22%) Finance
3 2 (4.44%) Investment Banking
3 2 (4.44%) Law
Job Titles
1 24 (53.33%) Developer
2 13 (28.89%) Java Developer
3 8 (17.78%) .NET Developer
3 8 (17.78%) C# .NET Developer
3 8 (17.78%) C# Developer
4 6 (13.33%) Test Engineer
5 5 (11.11%) Automation Tester
5 5 (11.11%) Java Engineer
5 5 (11.11%) Tester
6 4 (8.89%) Full Stack Developer
6 4 (8.89%) Test Automation Engineer
7 3 (6.67%) Angular Developer
7 3 (6.67%) Software Engineer
7 3 (6.67%) Software Test Engineer
8 2 (4.44%) Java Software Engineer
8 2 (4.44%) Senior .NET Developer
8 2 (4.44%) Senior C# Developer
8 2 (4.44%) Technical Analyst
8 2 (4.44%) Technical Test Analyst
8 2 (4.44%) Test Development Engineer
Libraries, Frameworks & Software Standards
1 17 (37.78%) Spring
2 15 (33.33%) HTML
3 14 (31.11%) HTML5
4 13 (28.89%) Web Services
5 11 (24.44%) Hibernate
6 10 (22.22%) Gherkin
7 9 (20.00%) AngularJS
8 8 (17.78%) .NET
9 7 (15.56%) LINQ
9 7 (15.56%) WCF
10 6 (13.33%) CSS
10 6 (13.33%) RESTful
11 5 (11.11%) REST
12 4 (8.89%) JPA
12 4 (8.89%) JSON
12 4 (8.89%) Node.js
12 4 (8.89%) Spring Boot
12 4 (8.89%) XML
13 3 (6.67%) JMS
13 3 (6.67%) Kafka
Miscellaneous
1 3 (6.67%) Greenfield Project
2 2 (4.44%) Analytical Skills
2 2 (4.44%) Computer Science
Operating Systems
1 8 (17.78%) Unix
2 4 (8.89%) Linux
Processes & Methodologies
1 33 (73.33%) Agile Software Development
2 27 (60.00%) TDD
3 24 (53.33%) Test Automation
4 16 (35.56%) Software Engineering
5 14 (31.11%) Scrum
6 12 (26.67%) BDD
7 10 (22.22%) OOP
8 8 (17.78%) Deployment Automation
9 7 (15.56%) Analytics
9 7 (15.56%) Multithreading
10 6 (13.33%) Integration Testing
10 6 (13.33%) SDET
10 6 (13.33%) System Testing
10 6 (13.33%) Unit Testing
11 5 (11.11%) Software Testing
11 5 (11.11%) Test Strategy
12 4 (8.89%) Continuous Integration
12 4 (8.89%) Kanban
12 4 (8.89%) OO
12 4 (8.89%) RUP
Programming Languages
1 37 (82.22%) Java
2 30 (66.67%) SQL
3 23 (51.11%) Python
4 19 (42.22%) JavaScript
5 18 (40.00%) C#
6 16 (35.56%) Ruby
7 11 (24.44%) Bash Shell
8 9 (20.00%) Java 8
9 1 (2.22%) PL/SQL
9 1 (2.22%) Shell Script
Qualifications
1 8 (17.78%) Degree
2 3 (6.67%) ISEB
2 3 (6.67%) ISTQB
3 2 (4.44%) A+ Certification
3 2 (4.44%) ISTQB Foundation Certification
Quality Assurance & Compliance
1 12 (26.67%) QA
System Software
1 11 (24.44%) Docker
2 2 (4.44%) VMware Infrastructure
Systems Management
1 9 (20.00%) Opscode Chef
1 9 (20.00%) Puppet
2 8 (17.78%) Ansible
3 6 (13.33%) Cobbler
4 2 (4.44%) Rancher
Vendors
1 5 (11.11%) IBM
1 5 (11.11%) Sybase
2 4 (8.89%) Atlassian
2 4 (8.89%) Oracle
3 3 (6.67%) Informatica
3 3 (6.67%) TIBCO
4 2 (4.44%) Cognizant
4 2 (4.44%) VMware