Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Tornado skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Tornado over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Tornado
UK
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 1171 1207 1300
Rank change year-on-year +36 +93 +15
Permanent jobs citing Tornado 27 11 8
As % of all permanent IT jobs advertised in the UK 0.015% 0.006% 0.004%
As % of the Application Platforms category 0.087% 0.032% 0.019%
Number of salaries quoted 25 11 8
UK median annual salary £50,000 £45,000 £73,750
Median salary % change year-on-year +11.11% -38.98% +110.71%
10th Percentile £36,250 £33,750 £46,900
90th Percentile £66,250 £61,250 £83,750
UK excluding London median annual salary £50,000 £38,500 £80,000
% change year-on-year +29.87% -51.88% +128.57%

Tornado is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for application platform skills.

All Application Platform Skills
UK
Permanent vacancies with a requirement for application platform skills 31190 34448 41239
As % of all permanent IT jobs advertised in the UK 17.50% 18.26% 18.87%
Number of salaries quoted 25190 29098 34327
UK median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £27,000 £26,750 £26,250
90th Percentile £77,500 £75,000 £72,500
UK excluding London median annual salary £40,000 £40,000 £40,000

Tornado
Job Vacancy Trend

Job postings citing Tornado as a percentage of all IT jobs advertised.

Job vacancy trend for Tornado in the UK

Tornado
Salary Trend

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

Salary trend for Tornado in the UK

Tornado
Salary Histogram

The salary distribution of IT jobs citing Tornado over the 6 months to 19 November 2017.

Salary histogram for Tornado in the UK

Tornado
Top 7 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Tornado within the UK over the 6 months to 19 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +57 25 £50,000 +11.11% 2
London +16 14 £46,000 -20.00%
UK excluding London +44 12 £50,000 +29.87% 2
North of England - 11 £50,000 - 2
Yorkshire - 8 £50,000 - 1
North West - 3 £47,500 - 1
Scotland - 1 £30,000 -

For the 6 months to 19 November 2017, IT jobs citing Tornado also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Tornado.

1 27 (100.00%) Python
2 25 (92.59%) Flask
3 21 (77.78%) Docker
4 19 (70.37%) TDD
5 17 (62.96%) Agile Software Development
6 14 (51.85%) Kanban
6 14 (51.85%) AngularJS
6 14 (51.85%) Jenkins
7 13 (48.15%) DevOps
8 12 (44.44%) Git (software)
8 12 (44.44%) Django
8 12 (44.44%) Java
8 12 (44.44%) SQL
8 12 (44.44%) NoSQL
8 12 (44.44%) RabbitMQ
9 11 (40.74%) MongoDB
9 11 (40.74%) Vagrant
9 11 (40.74%) Ansible
9 11 (40.74%) Web Services
10 10 (37.04%) Linux
10 10 (37.04%) Oracle
10 10 (37.04%) Hibernate
10 10 (37.04%) Test Automation
10 10 (37.04%) RESTful
10 10 (37.04%) Spring
10 10 (37.04%) Microservices
10 10 (37.04%) Node.js
11 9 (33.33%) Redis
11 9 (33.33%) Riak
11 9 (33.33%) Gherkin

Tornado
Co-occurring IT Skills 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 9 (33.33%) JBoss
1 9 (33.33%) Jetty
1 9 (33.33%) Tomcat
1 9 (33.33%) WebLogic
2 6 (22.22%) Elasticsearch
3 2 (7.41%) Gunicorn
3 2 (7.41%) nginx
3 2 (7.41%) uWSGI
Cloud Services
1 7 (25.93%) Google Cloud Platform
2 6 (22.22%) Amazon AWS
2 6 (22.22%) Microsoft Azure
3 2 (7.41%) GitHub
4 1 (3.70%) SaaS
Communications & Networking
1 9 (33.33%) AMQP
Database & Business Intelligence
1 12 (44.44%) NoSQL
2 11 (40.74%) MongoDB
3 9 (33.33%) Apache Cassandra
3 9 (33.33%) Couchbase
3 9 (33.33%) Hadoop
3 9 (33.33%) Redis
3 9 (33.33%) Riak
4 7 (25.93%) PostgreSQL
5 3 (11.11%) MySQL
6 2 (7.41%) Big Data
6 2 (7.41%) Relational Database
Development Applications
1 14 (51.85%) Jenkins
2 12 (44.44%) Git (software)
3 11 (40.74%) Vagrant
4 9 (33.33%) Cucumber
4 9 (33.33%) FitNesse
4 9 (33.33%) JBehave
4 9 (33.33%) Maven
4 9 (33.33%) Selenium
5 6 (22.22%) Gatling
5 6 (22.22%) JMeter
5 6 (22.22%) LoadRunner
6 1 (3.70%) GitLab
General
1 5 (18.52%) Finance
2 3 (11.11%) Games
Job Titles
1 20 (74.07%) Developer
2 13 (48.15%) Python Developer
3 5 (18.52%) Java Engineer
3 5 (18.52%) Senior Developer
4 4 (14.81%) Java Developer
4 4 (14.81%) Senior Java Developer
5 2 (7.41%) Full Stack Developer
5 2 (7.41%) Games Developer
5 2 (7.41%) Software Developer
6 1 (3.70%) Angular Developer
6 1 (3.70%) Big Data Developer
6 1 (3.70%) C# Developer
6 1 (3.70%) C++ Developer
6 1 (3.70%) C++ Games Developer
6 1 (3.70%) C++ Software Developer
6 1 (3.70%) Django Developer
6 1 (3.70%) Python/Django Developer
6 1 (3.70%) Senior Python Developer
6 1 (3.70%) Software Engineer
6 1 (3.70%) Video Game Developer
Libraries, Frameworks & Software Standards
1 25 (92.59%) Flask
2 14 (51.85%) AngularJS
3 12 (44.44%) Django
3 12 (44.44%) RabbitMQ
4 11 (40.74%) Web Services
5 10 (37.04%) Hibernate
5 10 (37.04%) Node.js
5 10 (37.04%) RESTful
5 10 (37.04%) Spring
6 9 (33.33%) ActiveMQ
6 9 (33.33%) Apache Camel
6 9 (33.33%) Gherkin
6 9 (33.33%) JMS
6 9 (33.33%) Kafka
6 9 (33.33%) Spring Boot
7 7 (25.93%) REST
8 5 (18.52%) Swagger
9 4 (14.81%) Celery
10 3 (11.11%) React
10 3 (11.11%) SciPy
Miscellaneous
1 5 (18.52%) Computer Science
1 5 (18.52%) Fintech
2 2 (7.41%) Blog
3 1 (3.70%) Greenfield Project
Operating Systems
1 10 (37.04%) Linux
2 2 (7.41%) Unix
Processes & Methodologies
1 19 (70.37%) TDD
2 17 (62.96%) Agile Software Development
3 14 (51.85%) Kanban
4 13 (48.15%) DevOps
5 10 (37.04%) Microservices
5 10 (37.04%) Test Automation
6 9 (33.33%) BDD
6 9 (33.33%) DSDM
6 9 (33.33%) Integration Testing
6 9 (33.33%) RUP
6 9 (33.33%) Scrum
7 6 (22.22%) Performance Testing
8 5 (18.52%) Machine Learning
8 5 (18.52%) Pair Programming
8 5 (18.52%) Workload Management
9 4 (14.81%) Software Engineering
10 3 (11.11%) Open Source
11 2 (7.41%) Artificial Intelligence
11 2 (7.41%) Functional Testing
11 2 (7.41%) Parallel Computing
Programming Languages
1 27 (100.00%) Python
2 12 (44.44%) Java
2 12 (44.44%) SQL
3 9 (33.33%) Bash Shell
3 9 (33.33%) Ruby
4 6 (22.22%) JavaScript
5 3 (11.11%) C
5 3 (11.11%) C#
5 3 (11.11%) C++
6 2 (7.41%) R
6 2 (7.41%) Scala
7 1 (3.70%) Objective-C
System Software
1 21 (77.78%) Docker
Systems Management
1 11 (40.74%) Ansible
2 9 (33.33%) Opscode Chef
2 9 (33.33%) Puppet
3 6 (22.22%) Kubernetes
4 1 (3.70%) Docker Swarm
4 1 (3.70%) Kibana
4 1 (3.70%) logstash
Vendors
1 10 (37.04%) Oracle
2 7 (25.93%) Google
3 6 (22.22%) Rackspace