Period
to 20 October 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 20 October 2017 with a comparison to the same period in the previous 2 years.

Tornado
UK
6 months to
20 Oct 2017
Same period 2016 Same period 2015
Rank 1161 1214 1309
Rank change year-on-year +53 +95 +1
Permanent jobs citing Tornado 31 14 6
As % of all permanent IT jobs advertised in the UK 0.018% 0.007% 0.003%
As % of the Application Platforms category 0.100% 0.040% 0.014%
Number of salaries quoted 29 11 4
UK median annual salary £50,000 £38,500 £73,750
Median salary % change year-on-year +29.87% -47.80% +110.71%
10th Percentile £35,750 £33,750 £38,725
90th Percentile £79,500 £47,500 £88,750
UK excluding London median annual salary £50,000 £38,500 £67,500
% change year-on-year +29.87% -42.96% +92.86%

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 31098 35153 41806
As % of all permanent IT jobs advertised in the UK 17.85% 18.41% 19.05%
Number of salaries quoted 25051 29691 34828
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 £76,250 £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 20 October 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 20 October 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 +73 29 £50,000 +33.33% 4
London +46 19 £55,000 +18.92% 1
UK excluding London +52 12 £50,000 +29.87% 3
North of England - 10 £50,000 - 3
Yorkshire - 8 £50,000 - 3
North West - 2 £47,500 -
Scotland - 2 £36,250 -

For the 6 months to 20 October 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 31 (100.00%) Python
2 28 (90.32%) Flask
3 24 (77.42%) Docker
3 24 (77.42%) TDD
4 22 (70.97%) Agile Software Development
5 15 (48.39%) Java
5 15 (48.39%) DevOps
5 15 (48.39%) Microservices
5 15 (48.39%) AngularJS
6 14 (45.16%) Jenkins
6 14 (45.16%) Django
6 14 (45.16%) Kanban
7 13 (41.94%) SQL
7 13 (41.94%) Web Services
7 13 (41.94%) NoSQL
7 13 (41.94%) RabbitMQ
8 12 (38.71%) MongoDB
8 12 (38.71%) Linux
8 12 (38.71%) Git (software)
9 11 (35.48%) Spring
9 11 (35.48%) Hibernate
9 11 (35.48%) Oracle
9 11 (35.48%) RESTful
9 11 (35.48%) Node.js
9 11 (35.48%) Ansible
9 11 (35.48%) Vagrant
10 10 (32.26%) Test Automation
11 9 (29.03%) AMQP
11 9 (29.03%) Integration Testing
11 9 (29.03%) Jetty

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 (29.03%) JBoss
1 9 (29.03%) Jetty
1 9 (29.03%) Tomcat
1 9 (29.03%) WebLogic
2 6 (19.35%) Elasticsearch
3 2 (6.45%) Gunicorn
3 2 (6.45%) nginx
3 2 (6.45%) uWSGI
4 1 (3.23%) Oracle SOA Suite
Cloud Services
1 9 (29.03%) Google Cloud Platform
2 8 (25.81%) Amazon AWS
2 8 (25.81%) Microsoft Azure
3 3 (9.68%) GitHub
4 1 (3.23%) SaaS
Communications & Networking
1 9 (29.03%) AMQP
Database & Business Intelligence
1 13 (41.94%) NoSQL
2 12 (38.71%) MongoDB
3 9 (29.03%) Apache Cassandra
3 9 (29.03%) Couchbase
3 9 (29.03%) Hadoop
3 9 (29.03%) Redis
3 9 (29.03%) Riak
4 7 (22.58%) PostgreSQL
5 3 (9.68%) Big Data
5 3 (9.68%) MySQL
5 3 (9.68%) Relational Database
Development Applications
1 14 (45.16%) Jenkins
2 12 (38.71%) Git (software)
3 11 (35.48%) Vagrant
4 9 (29.03%) Cucumber
4 9 (29.03%) FitNesse
4 9 (29.03%) JBehave
4 9 (29.03%) Maven
4 9 (29.03%) Selenium
5 8 (25.81%) Gatling
5 8 (25.81%) JMeter
5 8 (25.81%) LoadRunner
6 1 (3.23%) GitLab
General
1 5 (16.13%) Finance
2 4 (12.90%) Games
Job Titles
1 21 (67.74%) Developer
2 16 (51.61%) Python Developer
3 6 (19.35%) Java Engineer
4 4 (12.90%) Senior Developer
5 3 (9.68%) Java Developer
5 3 (9.68%) Senior Java Developer
5 3 (9.68%) Software Engineer
6 2 (6.45%) Games Developer
6 2 (6.45%) Software Developer
7 1 (3.23%) C# Developer
7 1 (3.23%) C# Software Developer
7 1 (3.23%) C++ Developer
7 1 (3.23%) C++ Games Developer
7 1 (3.23%) C++ Software Developer
7 1 (3.23%) C++/C# Developer
7 1 (3.23%) Django Developer
7 1 (3.23%) Linux Engineer
7 1 (3.23%) Python Software Engineer
7 1 (3.23%) Senior Python Developer
7 1 (3.23%) Video Game Developer
Libraries, Frameworks & Software Standards
1 28 (90.32%) Flask
2 15 (48.39%) AngularJS
3 14 (45.16%) Django
4 13 (41.94%) RabbitMQ
4 13 (41.94%) Web Services
5 11 (35.48%) Hibernate
5 11 (35.48%) Node.js
5 11 (35.48%) RESTful
5 11 (35.48%) Spring
6 9 (29.03%) ActiveMQ
6 9 (29.03%) Apache Camel
6 9 (29.03%) Gherkin
6 9 (29.03%) JMS
6 9 (29.03%) Kafka
6 9 (29.03%) Spring Boot
7 7 (22.58%) REST
8 6 (19.35%) Celery
8 6 (19.35%) NumPy
8 6 (19.35%) SciPy
9 5 (16.13%) React
Miscellaneous
1 5 (16.13%) Computer Science
1 5 (16.13%) Fintech
2 3 (9.68%) Blog
3 1 (3.23%) Greenfield Project
Operating Systems
1 12 (38.71%) Linux
2 3 (9.68%) Unix
Processes & Methodologies
1 24 (77.42%) TDD
2 22 (70.97%) Agile Software Development
3 15 (48.39%) DevOps
3 15 (48.39%) Microservices
4 14 (45.16%) Kanban
5 10 (32.26%) Test Automation
6 9 (29.03%) BDD
6 9 (29.03%) DSDM
6 9 (29.03%) Integration Testing
6 9 (29.03%) Machine Learning
6 9 (29.03%) RUP
6 9 (29.03%) Scrum
7 8 (25.81%) Performance Testing
8 6 (19.35%) Software Engineering
9 5 (16.13%) Open Source
9 5 (16.13%) Pair Programming
9 5 (16.13%) Workload Management
10 4 (12.90%) Artificial Intelligence
10 4 (12.90%) OO
10 4 (12.90%) Parallel Computing
Programming Languages
1 31 (100.00%) Python
2 15 (48.39%) Java
3 13 (41.94%) SQL
4 9 (29.03%) Bash Shell
4 9 (29.03%) Ruby
5 7 (22.58%) JavaScript
6 5 (16.13%) C++
7 4 (12.90%) Scala
8 3 (9.68%) C
8 3 (9.68%) C#
8 3 (9.68%) R
System Software
1 24 (77.42%) Docker
Systems Management
1 11 (35.48%) Ansible
2 9 (29.03%) Kubernetes
2 9 (29.03%) Opscode Chef
2 9 (29.03%) Puppet
3 1 (3.23%) Docker Swarm
3 1 (3.23%) Kibana
3 1 (3.23%) logstash
Vendors
1 11 (35.48%) Oracle
2 9 (29.03%) Google
3 8 (25.81%) Rackspace