Period
to 22 February 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 22 February 2018 with a comparison to the same period in the previous 2 years.

Cucumber
Scotland > Glasgow
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 110 94 117
Rank change year-on-year -16 +23 -7
Permanent jobs citing Cucumber 44 25 36
As % of all permanent IT jobs advertised in Glasgow 1.93% 1.33% 1.34%
As % of the Development Applications category 7.52% 6.79% 7.71%
Number of salaries quoted 19 13 14
Glasgow median annual salary £45,000 £37,500 £44,250
Median salary % change year-on-year +20.00% -15.25% -1.67%
10th Percentile £37,500 £32,500 £32,500
90th Percentile £55,250 £57,500 £67,625
Scotland median annual salary £45,000 £35,780 £40,000
% change year-on-year +25.77% -10.55% +5.96%

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 585 368 467
As % of all permanent IT jobs advertised in Glasgow 25.66% 19.62% 17.44%
Number of salaries quoted 371 209 254
Glasgow median annual salary £50,000 £40,000 £45,000
Median salary % change year-on-year +25.00% -11.11% +12.50%
10th Percentile £32,500 £27,500 £30,825
90th Percentile £70,000 £55,000 £57,500
Scotland median annual salary £42,500 £40,000 £42,500
% change year-on-year +6.25% -5.88% +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 22 February 2018.

Salary histogram for Cucumber in Glasgow

For the 6 months to 22 February 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 42 (95.45%) Selenium
2 35 (79.55%) Java
3 34 (77.27%) TDD
4 33 (75.00%) JavaScript
4 33 (75.00%) Python
5 32 (72.73%) Agile Software Development
6 31 (70.45%) Ruby
7 30 (68.18%) Test Automation
8 29 (65.91%) BDD
8 29 (65.91%) Spring
8 29 (65.91%) Hibernate
9 25 (56.82%) JBoss
10 24 (54.55%) HTML
10 24 (54.55%) HTML5
10 24 (54.55%) Puppet
10 24 (54.55%) MongoDB
10 24 (54.55%) NoSQL
10 24 (54.55%) Opscode Chef
10 24 (54.55%) Bash Shell
10 24 (54.55%) Ansible
10 24 (54.55%) Docker
11 23 (52.27%) Jetty
11 23 (52.27%) Multithreading
11 23 (52.27%) Tomcat
12 22 (50.00%) FitNesse
12 22 (50.00%) Hadoop
12 22 (50.00%) Vagrant
12 22 (50.00%) Redis
12 22 (50.00%) Riak
12 22 (50.00%) Cobbler

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 25 (56.82%) JBoss
2 23 (52.27%) Jetty
2 23 (52.27%) Tomcat
3 21 (47.73%) WebLogic
4 13 (29.55%) WebSphere
5 6 (13.64%) Confluence
6 1 (2.27%) Elasticsearch
6 1 (2.27%) nginx
6 1 (2.27%) OpenStack
6 1 (2.27%) Tornado
Cloud Services
1 4 (9.09%) BlazeMeter
1 4 (9.09%) BrowserStack
2 3 (6.82%) Amazon AWS
2 3 (6.82%) Cloud Computing
2 3 (6.82%) Microsoft Azure
Communications & Networking
1 13 (29.55%) AMQP
Database & Business Intelligence
1 24 (54.55%) MongoDB
1 24 (54.55%) NoSQL
2 22 (50.00%) Couchbase
2 22 (50.00%) Hadoop
2 22 (50.00%) Redis
2 22 (50.00%) Riak
3 4 (9.09%) Big Data
Development Applications
1 42 (95.45%) Selenium
2 22 (50.00%) FitNesse
2 22 (50.00%) Vagrant
3 11 (25.00%) JMeter
3 11 (25.00%) JUnit
4 10 (22.73%) JIRA
5 8 (18.18%) Maven
6 6 (13.64%) Jenkins
7 5 (11.36%) JBehave
7 5 (11.36%) SpecFlow
7 5 (11.36%) WebDriver
8 4 (9.09%) Visual Studio
8 4 (9.09%) Zephyr
9 2 (4.55%) Appium
9 2 (4.55%) Gatling
10 1 (2.27%) Git (software)
10 1 (2.27%) Mercurial
10 1 (2.27%) Subversion
10 1 (2.27%) TeamCity
10 1 (2.27%) The Grinder
General
1 2 (4.55%) Finance
2 1 (2.27%) Games
Job Titles
1 27 (61.36%) Developer
2 19 (43.18%) Java Developer
3 8 (18.18%) Full Stack Developer
4 6 (13.64%) Automation Tester
4 6 (13.64%) Tester
5 5 (11.36%) Analyst
5 5 (11.36%) Test Analyst
6 4 (9.09%) Automation Test Analyst
6 4 (9.09%) Consultant
6 4 (9.09%) Java Consultant
6 4 (9.09%) Senior Analyst
6 4 (9.09%) Senior Automation Test Analyst
6 4 (9.09%) Senior Test Analyst
6 4 (9.09%) Software Developer
7 2 (4.55%) Java Engineer
7 2 (4.55%) Java Software Engineer
7 2 (4.55%) Software Engineer
8 1 (2.27%) Junior
8 1 (2.27%) QA Analyst
8 1 (2.27%) Senior Developer
Libraries, Frameworks & Software Standards
1 29 (65.91%) Hibernate
1 29 (65.91%) Spring
2 24 (54.55%) HTML
2 24 (54.55%) HTML5
3 14 (31.82%) JMS
4 13 (29.55%) JPA
4 13 (29.55%) Kafka
4 13 (29.55%) RabbitMQ
4 13 (29.55%) TIBCO EMS
4 13 (29.55%) WebSphere MQ
5 5 (11.36%) Web Services
6 4 (9.09%) Java EE
6 4 (9.09%) REST
6 4 (9.09%) SOAP
7 3 (6.82%) AngularJS
7 3 (6.82%) Node.js
8 2 (4.55%) RESTful
9 1 (2.27%) Flask
9 1 (2.27%) Lambda Expressions
9 1 (2.27%) XML
Miscellaneous
1 5 (11.36%) Algorithms
2 4 (9.09%) Computer Science
2 4 (9.09%) User Experience
3 1 (2.27%) Data Structures
Operating Systems
1 1 (2.27%) Linux
1 1 (2.27%) Mac OS
1 1 (2.27%) Unix
1 1 (2.27%) Windows
Processes & Methodologies
1 34 (77.27%) TDD
2 32 (72.73%) Agile Software Development
3 30 (68.18%) Test Automation
4 29 (65.91%) BDD
5 23 (52.27%) Multithreading
6 19 (43.18%) System Testing
7 18 (40.91%) Scrum
8 16 (36.36%) Integration Testing
9 14 (31.82%) Kanban
9 14 (31.82%) Software Engineering
9 14 (31.82%) UML
10 13 (29.55%) Concurrent Programming
10 13 (29.55%) DSDM
10 13 (29.55%) RUP
11 8 (18.18%) Multithreaded Programming
12 6 (13.64%) Continuous Integration
13 5 (11.36%) Collaborative Working
13 5 (11.36%) Performance Testing
13 5 (11.36%) SDLC
14 4 (9.09%) API Integration
Programming Languages
1 35 (79.55%) Java
2 33 (75.00%) JavaScript
2 33 (75.00%) Python
3 31 (70.45%) Ruby
4 24 (54.55%) Bash Shell
5 9 (20.45%) SQL
6 5 (11.36%) C#
7 1 (2.27%) Clojure
7 1 (2.27%) Erlang
7 1 (2.27%) F#
7 1 (2.27%) Haskell
7 1 (2.27%) Scala
Qualifications
1 7 (15.91%) Degree
Quality Assurance & Compliance
1 18 (40.91%) QA
System Software
1 24 (54.55%) Docker
2 3 (6.82%) VMware Infrastructure
3 1 (2.27%) Apache ZooKeeper
3 1 (2.27%) VirtualBox
Systems Management
1 24 (54.55%) Ansible
1 24 (54.55%) Opscode Chef
1 24 (54.55%) Puppet
2 22 (50.00%) Cobbler
3 1 (2.27%) HAProxy
3 1 (2.27%) logstash
Vendors
1 13 (29.55%) IBM
1 13 (29.55%) TIBCO
2 8 (18.18%) Informatica
3 3 (6.82%) VMware
4 1 (2.27%) Splunk