Period
to 19 August 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 August 2017 with a comparison to the same period in the previous 2 years.

Tornado
UK
6 months to
19 Aug 2017
Same period 2016 Same period 2015
Rank 1144 1245 1287
Rank change year-on-year +101 +42 +1
Permanent jobs citing Tornado 39 19 9
As % of all permanent IT jobs advertised in the UK 0.022% 0.010% 0.004%
As % of the Application Platforms category 0.12% 0.052% 0.021%
Number of salaries quoted 37 14 4
UK median annual salary £65,000 £38,500 £42,500
Median salary % change year-on-year +68.83% -9.41% +16.44%
10th Percentile £37,750 £34,500 £31,225
90th Percentile £110,000 £46,000 £63,750
UK excluding London median annual salary £50,000 £38,500 £48,750
% change year-on-year +29.87% -21.03% +39.29%

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

Application Platform Skills
UK
Permanent job vacancies with a requirement for application platform skills 31795 36659 41901
As % of all permanent IT job vacancies advertised in the UK 17.97% 18.59% 19.28%
Number of salaries quoted 25653 31185 34657
UK median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £27,000 £26,500 £26,250
90th Percentile £76,250 £75,000 £72,500
UK excluding London median annual salary £41,500 £40,000 £40,000
% change year-on-year +3.75% - +3.90%

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 August 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 August 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 +115 36 £65,000 +73.33% 5
London +55 26 £70,000 +21.74% 1
UK excluding London +68 13 £50,000 +29.87% 4
North of England - 10 £50,000 - 2
Yorkshire - 8 £50,000 - 1
Scotland - 3 £36,250 -
North West - 2 £56,250 - 1

For the 6 months to 19 August 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 39 (100.00%) Python
2 38 (97.44%) Flask
3 30 (76.92%) Agile Software Development
4 29 (74.36%) TDD
5 23 (58.97%) DevOps
6 20 (51.28%) Docker
7 19 (48.72%) Django
7 19 (48.72%) Machine Learning
8 18 (46.15%) SQL
9 17 (43.59%) Java
9 17 (43.59%) Git (software)
10 14 (35.90%) Hadoop
10 14 (35.90%) Node.js
10 14 (35.90%) Microservices
11 13 (33.33%) AngularJS
12 12 (30.77%) Vagrant
12 12 (30.77%) Ansible
12 12 (30.77%) Google Cloud Platform
12 12 (30.77%) NoSQL
12 12 (30.77%) RabbitMQ
12 12 (30.77%) Spring
12 12 (30.77%) Google
12 12 (30.77%) Hibernate
12 12 (30.77%) Web Services
13 11 (28.21%) Oracle
13 11 (28.21%) Ruby
13 11 (28.21%) NumPy
13 11 (28.21%) MongoDB
13 11 (28.21%) Jenkins
13 11 (28.21%) Amazon AWS

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 10 (25.64%) JBoss
1 10 (25.64%) Jetty
1 10 (25.64%) Tomcat
1 10 (25.64%) WebLogic
2 4 (10.26%) Apache Spark
3 2 (5.13%) Elasticsearch
3 2 (5.13%) Gunicorn
3 2 (5.13%) nginx
3 2 (5.13%) uWSGI
4 1 (2.56%) Flash Media Server
4 1 (2.56%) IPython
4 1 (2.56%) Oracle SOA Suite
Cloud Services
1 12 (30.77%) Google Cloud Platform
2 11 (28.21%) Amazon AWS
3 10 (25.64%) Microsoft Azure
4 1 (2.56%) GitHub
Communications & Networking
1 10 (25.64%) AMQP
Database & Business Intelligence
1 14 (35.90%) Hadoop
2 12 (30.77%) NoSQL
3 11 (28.21%) MongoDB
4 10 (25.64%) Apache Cassandra
4 10 (25.64%) Couchbase
4 10 (25.64%) Redis
4 10 (25.64%) Riak
5 5 (12.82%) Data Mining
6 4 (10.26%) Apache Hive
7 3 (7.69%) MySQL
7 3 (7.69%) PostgreSQL
8 2 (5.13%) Big Data
9 1 (2.56%) Relational Database
Development Applications
1 17 (43.59%) Git (software)
2 12 (30.77%) Vagrant
3 11 (28.21%) Jenkins
4 10 (25.64%) Cucumber
4 10 (25.64%) FitNesse
4 10 (25.64%) Gatling
4 10 (25.64%) JBehave
4 10 (25.64%) JMeter
4 10 (25.64%) LoadRunner
4 10 (25.64%) Maven
4 10 (25.64%) Selenium
5 1 (2.56%) GitLab
General
1 6 (15.38%) Games
2 4 (10.26%) Billing
3 1 (2.56%) Finance
3 1 (2.56%) Marketing
Job Titles
1 24 (61.54%) Developer
2 17 (43.59%) Python Developer
3 11 (28.21%) Senior Developer
4 6 (15.38%) Java Engineer
5 5 (12.82%) Data Scientist
5 5 (12.82%) Senior Python Developer
6 4 (10.26%) Java Developer
6 4 (10.26%) Senior Data Scientist
6 4 (10.26%) Senior Java Developer
7 2 (5.13%) Software Engineer
8 1 (2.56%) Big Data Developer
8 1 (2.56%) Development Manager
8 1 (2.56%) Development Team Leader
8 1 (2.56%) Development Team Manager
8 1 (2.56%) Games Developer
8 1 (2.56%) Linux Engineer
8 1 (2.56%) Python/Django Developer
8 1 (2.56%) Software Developer
8 1 (2.56%) Team Leader
8 1 (2.56%) Video Game Developer
Libraries, Frameworks & Software Standards
1 38 (97.44%) Flask
2 19 (48.72%) Django
3 14 (35.90%) Node.js
4 13 (33.33%) AngularJS
5 12 (30.77%) Hibernate
5 12 (30.77%) RabbitMQ
5 12 (30.77%) Spring
5 12 (30.77%) Web Services
6 11 (28.21%) NumPy
7 10 (25.64%) ActiveMQ
7 10 (25.64%) Apache Camel
7 10 (25.64%) Gherkin
7 10 (25.64%) JMS
7 10 (25.64%) Kafka
7 10 (25.64%) Natural Language Processing
7 10 (25.64%) Spring Boot
8 9 (23.08%) Pandas
9 7 (17.95%) Celery
10 6 (15.38%) RESTful
10 6 (15.38%) SciPy
Miscellaneous
1 6 (15.38%) User Experience
2 5 (12.82%) Computer Science
3 4 (10.26%) Algorithms
3 4 (10.26%) Analytical Skills
3 4 (10.26%) Social Network
4 2 (5.13%) Tandem
5 1 (2.56%) Blog
5 1 (2.56%) Fintech
5 1 (2.56%) Greenfield Project
Operating Systems
1 7 (17.95%) Linux
2 2 (5.13%) Unix
Processes & Methodologies
1 30 (76.92%) Agile Software Development
2 29 (74.36%) TDD
3 23 (58.97%) DevOps
4 19 (48.72%) Machine Learning
5 14 (35.90%) Microservices
6 11 (28.21%) Kanban
7 10 (25.64%) Artificial Intelligence
7 10 (25.64%) BDD
7 10 (25.64%) DSDM
7 10 (25.64%) Integration Testing
7 10 (25.64%) OO
7 10 (25.64%) Performance Testing
7 10 (25.64%) RUP
7 10 (25.64%) Scrum
7 10 (25.64%) Test Automation
8 6 (15.38%) Statistics
8 6 (15.38%) Web Development
9 5 (12.82%) Analytics
9 5 (12.82%) Data Analysis
9 5 (12.82%) Statistical Modelling
Programming Languages
1 39 (100.00%) Python
2 18 (46.15%) SQL
3 17 (43.59%) Java
4 11 (28.21%) Ruby
5 10 (25.64%) Bash Shell
6 6 (15.38%) JavaScript
7 5 (12.82%) Scala
8 3 (7.69%) C++
9 2 (5.13%) C#
10 1 (2.56%) ActionScript
10 1 (2.56%) C
10 1 (2.56%) Clojure
10 1 (2.56%) Groovy
10 1 (2.56%) Perl
10 1 (2.56%) PHP
10 1 (2.56%) R
10 1 (2.56%) VB
Quality Assurance & Compliance
1 2 (5.13%) QA
System Software
1 20 (51.28%) Docker
Systems Management
1 12 (30.77%) Ansible
2 10 (25.64%) Opscode Chef
2 10 (25.64%) Puppet
3 7 (17.95%) Kubernetes
4 1 (2.56%) Docker Swarm
4 1 (2.56%) Kibana
4 1 (2.56%) logstash
Vendors
1 12 (30.77%) Google
2 11 (28.21%) Oracle
3 10 (25.64%) Rackspace