Period
to 20 May 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 20 May 2018 with a comparison to the same period in the previous 2 years.

Cucumber
Scotland > Glasgow
6 months to
20 May 2018
Same period 2017 Same period 2016
Rank 119 101 101
Rank change year-on-year -18 0 +18
Permanent jobs citing Cucumber 48 33 61
As % of all permanent IT jobs advertised in Glasgow 1.97% 1.68% 2.32%
As % of the Development Applications category 7.61% 8.05% 12.15%
Number of salaries quoted 22 17 9
Glasgow median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +21.43%
10th Percentile £37,500 £32,500 £38,250
90th Percentile £56,125 £57,500 £75,000
Scotland median annual salary £45,000 £40,000 £39,250
% change year-on-year +12.50% +1.91% +3.29%

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 631 410 502
As % of all permanent IT jobs advertised in Glasgow 25.89% 20.93% 19.13%
Number of salaries quoted 457 204 254
Glasgow median annual salary £50,000 £40,000 £45,000
Median salary % change year-on-year +25.00% -11.11% +5.88%
10th Percentile £32,000 £29,075 £30,075
90th Percentile £73,750 £55,875 £64,750
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 20 May 2018.

Salary histogram for Cucumber in Glasgow

For the 6 months to 20 May 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 45 (93.75%) Java
2 40 (83.33%) Selenium
3 33 (68.75%) TDD
4 32 (66.67%) Python
5 31 (64.58%) JavaScript
5 31 (64.58%) Agile Software Development
6 30 (62.50%) Spring
7 27 (56.25%) Ruby
8 25 (52.08%) Hibernate
8 25 (52.08%) Test Automation
9 24 (50.00%) HTML5
9 24 (50.00%) HTML
10 22 (45.83%) Docker
11 21 (43.75%) BDD
11 21 (43.75%) Tomcat
12 20 (41.67%) JBoss
12 20 (41.67%) Bash Shell
12 20 (41.67%) Puppet
12 20 (41.67%) MongoDB
12 20 (41.67%) NoSQL
12 20 (41.67%) Opscode Chef
12 20 (41.67%) Ansible
12 20 (41.67%) Deployment Automation
13 19 (39.58%) Jetty
13 19 (39.58%) Multithreading
14 18 (37.50%) FitNesse
15 17 (35.42%) Hadoop
15 17 (35.42%) SQL
15 17 (35.42%) Couchbase
15 17 (35.42%) Vagrant

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 21 (43.75%) Tomcat
2 20 (41.67%) JBoss
3 19 (39.58%) Jetty
4 16 (33.33%) WebLogic
5 7 (14.58%) Confluence
6 5 (10.42%) WebSphere
7 1 (2.08%) Elasticsearch
7 1 (2.08%) nginx
7 1 (2.08%) OpenStack
7 1 (2.08%) Tornado
Cloud Services
1 4 (8.33%) Amazon AWS
1 4 (8.33%) Cloud Computing
1 4 (8.33%) Microsoft Azure
2 2 (4.17%) BlazeMeter
2 2 (4.17%) BrowserStack
Communications & Networking
1 5 (10.42%) AMQP
2 2 (4.17%) HTTP
Database & Business Intelligence
1 20 (41.67%) MongoDB
1 20 (41.67%) NoSQL
2 17 (35.42%) Couchbase
2 17 (35.42%) Hadoop
2 17 (35.42%) Redis
2 17 (35.42%) Riak
3 3 (6.25%) Big Data
4 2 (4.17%) DB2
5 1 (2.08%) MariaDB
Development Applications
1 40 (83.33%) Selenium
2 18 (37.50%) FitNesse
3 17 (35.42%) Vagrant
4 15 (31.25%) Jenkins
5 14 (29.17%) JUnit
6 13 (27.08%) JIRA
7 10 (20.83%) JMeter
7 10 (20.83%) Maven
8 9 (18.75%) JBehave
9 5 (10.42%) Git (software)
9 5 (10.42%) SpecFlow
9 5 (10.42%) TeamCity
9 5 (10.42%) WebDriver
10 4 (8.33%) Gatling
10 4 (8.33%) Jasmine
10 4 (8.33%) webpack
11 3 (6.25%) Appium
11 3 (6.25%) Calabash
11 3 (6.25%) Subversion
12 2 (4.17%) Mockito
General
1 4 (8.33%) Finance
2 2 (4.17%) Banking
2 2 (4.17%) Investment Banking
2 2 (4.17%) Law
3 1 (2.08%) Games
Job Titles
1 26 (54.17%) Developer
2 19 (39.58%) Java Developer
3 5 (10.42%) Automation Tester
3 5 (10.42%) Tester
4 4 (8.33%) Analyst
4 4 (8.33%) Consultant
4 4 (8.33%) Java Consultant
4 4 (8.33%) Java Engineer
4 4 (8.33%) Software Developer
4 4 (8.33%) Software Engineer
4 4 (8.33%) Test Analyst
5 3 (6.25%) Full Stack Developer
5 3 (6.25%) Java Software Engineer
6 2 (4.17%) Angular Developer
6 2 (4.17%) Senior Analyst
6 2 (4.17%) Senior Automation Test Analyst
6 2 (4.17%) Senior Test Analyst
6 2 (4.17%) Technical Analyst
6 2 (4.17%) Technical Test Analyst
6 2 (4.17%) Test Engineer
Libraries, Frameworks & Software Standards
1 30 (62.50%) Spring
2 25 (52.08%) Hibernate
3 24 (50.00%) HTML
3 24 (50.00%) HTML5
4 9 (18.75%) Web Services
5 8 (16.67%) AngularJS
5 8 (16.67%) REST
6 6 (12.50%) Java EE
6 6 (12.50%) JMS
6 6 (12.50%) Node.js
6 6 (12.50%) SOAP
7 5 (10.42%) JPA
7 5 (10.42%) Kafka
7 5 (10.42%) RabbitMQ
7 5 (10.42%) TIBCO EMS
7 5 (10.42%) WebSphere MQ
8 4 (8.33%) CSS
9 3 (6.25%) RESTful
9 3 (6.25%) XML
10 2 (4.17%) XHR
Miscellaneous
1 3 (6.25%) Algorithms
1 3 (6.25%) Computer Science
2 2 (4.17%) User Experience
3 1 (2.08%) Data Structures
Operating Systems
1 5 (10.42%) Unix
2 3 (6.25%) Linux
3 1 (2.08%) Mac OS
3 1 (2.08%) Windows
Processes & Methodologies
1 33 (68.75%) TDD
2 31 (64.58%) Agile Software Development
3 25 (52.08%) Test Automation
4 21 (43.75%) BDD
5 20 (41.67%) Deployment Automation
6 19 (39.58%) Multithreading
7 12 (25.00%) Software Engineering
8 11 (22.92%) Multithreaded Programming
8 11 (22.92%) System Testing
9 10 (20.83%) Integration Testing
9 10 (20.83%) Scrum
10 9 (18.75%) Continuous Integration
11 6 (12.50%) Concurrent Programming
11 6 (12.50%) DSDM
11 6 (12.50%) Kanban
11 6 (12.50%) Refactoring
11 6 (12.50%) RUP
11 6 (12.50%) SDET
11 6 (12.50%) UML
12 4 (8.33%) SDLC
Programming Languages
1 45 (93.75%) Java
2 32 (66.67%) Python
3 31 (64.58%) JavaScript
4 27 (56.25%) Ruby
5 20 (41.67%) Bash Shell
6 17 (35.42%) SQL
7 8 (16.67%) Java 8
8 5 (10.42%) C#
9 1 (2.08%) Clojure
9 1 (2.08%) Erlang
9 1 (2.08%) F#
9 1 (2.08%) Haskell
9 1 (2.08%) PL/SQL
9 1 (2.08%) Scala
9 1 (2.08%) Shell Script
Qualifications
1 9 (18.75%) Degree
2 2 (4.17%) A+ Certification
Quality Assurance & Compliance
1 11 (22.92%) QA
System Software
1 22 (45.83%) Docker
2 4 (8.33%) VMware Infrastructure
3 1 (2.08%) Apache ZooKeeper
3 1 (2.08%) VirtualBox
Systems Management
1 20 (41.67%) Ansible
1 20 (41.67%) Opscode Chef
1 20 (41.67%) Puppet
2 17 (35.42%) Cobbler
3 2 (4.17%) Rancher
4 1 (2.08%) HAProxy
4 1 (2.08%) logstash
Vendors
1 7 (14.58%) IBM
2 5 (10.42%) TIBCO
3 4 (8.33%) Atlassian
3 4 (8.33%) Informatica
3 4 (8.33%) VMware
4 3 (6.25%) Oracle
5 2 (4.17%) Cognizant
5 2 (4.17%) Sybase
6 1 (2.08%) Splunk