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 3 months to 29 March 2017 with a comparison to the same period in the previous 2 years.

Tornado
UK
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 828 943 951
Rank change year-on-year +115 +8  
Permanent jobs citing Tornado 24 7 3
As % of all permanent IT jobs advertised in the UK 0.028% 0.007% 0.003%
As % of the Application Platforms category 0.16% 0.036% 0.014%
Number of salaries quoted 23 5 3
Median salary £65,000 £45,000 £57,500
Median salary % change year-on-year +44.44% -21.73%  
UK excluding London median salary £47,500 £38,500 -
% change year-on-year +23.37% -  

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 15198 19713 20967
As % of all permanent IT job vacancies advertised in the UK 17.79% 18.88% 19.58%
Number of salaries quoted 12597 16633 17397
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.55% -  
90% offered a salary of more than £28,500 £27,500 £27,000
10% offered a salary of more than £72,500 £70,000 £70,000
UK excluding London median salary £40,500 £40,000 £40,000
% change year-on-year +1.25% -  

Tornado
Job Vacancy Trend

The job posting trend of jobs advertised citing Tornado as a proportion of all permanent or contract IT jobs with a match in the Application Platforms category.

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 3 months to 29 March 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 3 months to 29 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +93 23 £65,000 +44.44% 5
London +84 22 £67,500 +50.00% 4
Edinburgh - 1 - -
Scotland - 1 - -
Leeds - 1 £47,500 -
West Yorkshire - 1 £47,500 -
Yorkshire - 1 £47,500 -

For the 6 months to 29 March 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 35 (100.00%) Python
2 31 (88.57%) Flask
3 24 (68.57%) Agile Software Development
3 24 (68.57%) Django
4 20 (57.14%) TDD
5 18 (51.43%) Machine Learning
6 17 (48.57%) Git (software)
7 14 (40.00%) DevOps
8 13 (37.14%) RESTful
9 11 (31.43%) SQL
10 10 (28.57%) OO
10 10 (28.57%) Artificial Intelligence
10 10 (28.57%) Natural Language Processing
11 9 (25.71%) Node.js
11 9 (25.71%) NumPy
11 9 (25.71%) Degree
11 9 (25.71%) JavaScript
11 9 (25.71%) Pyramid
11 9 (25.71%) Pandas
12 8 (22.86%) User Experience
12 8 (22.86%) HTML
12 8 (22.86%) CSS
13 7 (20.00%) Statistics
13 7 (20.00%) Hadoop
13 7 (20.00%) Analytics
14 6 (17.14%) Deep Learning
14 6 (17.14%) Statistical Modelling
14 6 (17.14%) D3.js
14 6 (17.14%) Data Visualisation
14 6 (17.14%) BDD

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 6 (17.14%) Apache Spark
2 5 (14.29%) Zope
3 1 (2.86%) Flash Media Server
3 1 (2.86%) JBoss
3 1 (2.86%) Jetty
3 1 (2.86%) Tomcat
3 1 (2.86%) WebLogic
Applications
1 2 (5.71%) MS Excel
Cloud Services
1 2 (5.71%) Amazon AWS
1 2 (5.71%) Google Cloud Platform
2 1 (2.86%) Microsoft Azure
Communications & Networking
1 4 (11.43%) HTTP
2 1 (2.86%) AMQP
Database & Business Intelligence
1 7 (20.00%) Hadoop
2 6 (17.14%) Apache Cassandra
2 6 (17.14%) Apache Hive
2 6 (17.14%) Data Mining
2 6 (17.14%) MongoDB
2 6 (17.14%) Redis
3 5 (14.29%) NoSQL
4 4 (11.43%) MySQL
5 1 (2.86%) Couchbase
5 1 (2.86%) Riak
Development Applications
1 17 (48.57%) Git (software)
2 5 (14.29%) Subversion
3 1 (2.86%) Cucumber
3 1 (2.86%) FitNesse
3 1 (2.86%) Gatling
3 1 (2.86%) JBehave
3 1 (2.86%) Jenkins
3 1 (2.86%) JMeter
3 1 (2.86%) LoadRunner
3 1 (2.86%) Maven
3 1 (2.86%) Selenium
3 1 (2.86%) Vagrant
General
1 6 (17.14%) Billing
1 6 (17.14%) Games
2 4 (11.43%) Retail
3 2 (5.71%) Finance
4 1 (2.86%) Law
4 1 (2.86%) Marketing
Job Titles
1 26 (74.29%) Developer
2 19 (54.29%) Python Developer
3 10 (28.57%) Senior Developer
4 6 (17.14%) Data Scientist
4 6 (17.14%) Senior Data Scientist
5 5 (14.29%) Senior Python Developer
6 4 (11.43%) Front End Developer (Client-Side Developer)
6 4 (11.43%) HTML CSS Developer
6 4 (11.43%) HTML Developer
6 4 (11.43%) JavaScript Developer
7 2 (5.71%) Digital Developer
7 2 (5.71%) E-Commerce Engineer
7 2 (5.71%) Lead Developer
7 2 (5.71%) Senior Front-End Developer
7 2 (5.71%) Senior JavaScript Developer
8 1 (2.86%) Development Manager
8 1 (2.86%) Development Team Leader
8 1 (2.86%) Java Developer
8 1 (2.86%) Senior Java Developer
8 1 (2.86%) Team Leader
Libraries, Frameworks & Software Standards
1 31 (88.57%) Flask
2 24 (68.57%) Django
3 13 (37.14%) RESTful
4 10 (28.57%) Natural Language Processing
5 9 (25.71%) Node.js
5 9 (25.71%) NumPy
5 9 (25.71%) Pandas
5 9 (25.71%) Pyramid
6 8 (22.86%) CSS
6 8 (22.86%) HTML
7 6 (17.14%) D3.js
7 6 (17.14%) scikit-learn
8 5 (14.29%) AngularJS
8 5 (14.29%) Bottle
8 5 (14.29%) CubicWeb
8 5 (14.29%) Grok
8 5 (14.29%) Pyjs
8 5 (14.29%) Pylons
8 5 (14.29%) TurboGears
8 5 (14.29%) web2py
Miscellaneous
1 8 (22.86%) User Experience
2 6 (17.14%) Algorithms
2 6 (17.14%) Analytical Skills
2 6 (17.14%) Computer Science
2 6 (17.14%) Social Network
3 4 (11.43%) Fintech
4 2 (5.71%) EPoS
4 2 (5.71%) Tandem
Operating Systems
1 5 (14.29%) Linux
1 5 (14.29%) Unix
Processes & Methodologies
1 24 (68.57%) Agile Software Development
2 20 (57.14%) TDD
3 18 (51.43%) Machine Learning
4 14 (40.00%) DevOps
5 10 (28.57%) Artificial Intelligence
5 10 (28.57%) OO
6 7 (20.00%) Analytics
6 7 (20.00%) Statistics
7 6 (17.14%) Anomaly Detection
7 6 (17.14%) BDD
7 6 (17.14%) Data Analysis
7 6 (17.14%) Data Cleansing
7 6 (17.14%) Data Visualisation
7 6 (17.14%) Deep Learning
7 6 (17.14%) Mathematics
7 6 (17.14%) Predictive Modelling
7 6 (17.14%) Scrum
7 6 (17.14%) Statistical Modelling
7 6 (17.14%) Visualisation
7 6 (17.14%) Web Development
Programming Languages
1 35 (100.00%) Python
2 11 (31.43%) SQL
3 9 (25.71%) JavaScript
4 5 (14.29%) PHP
5 2 (5.71%) Java
5 2 (5.71%) Ruby
6 1 (2.86%) ActionScript
6 1 (2.86%) Bash Shell
6 1 (2.86%) C#
6 1 (2.86%) Clojure
6 1 (2.86%) Groovy
6 1 (2.86%) Perl
6 1 (2.86%) Scala
6 1 (2.86%) VB
Qualifications
1 9 (25.71%) Degree
Quality Assurance & Compliance
1 2 (5.71%) QA
System Software
1 6 (17.14%) Docker
Systems Management
1 3 (8.57%) Opscode Chef
1 3 (8.57%) Puppet
2 1 (2.86%) Ansible
Vendors
1 2 (5.71%) Google
1 2 (5.71%) Microsoft
2 1 (2.86%) Oracle
2 1 (2.86%) Rackspace
London
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Salary: £60000 - £80000 per annum + stock / bonus / benefits
Posted: Yesterday
Manchester, Lancashire
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Salary: £30000 - £65000 per annum + Additional Benefits
Posted: Yesterday
London
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Salary: £65000.00 per annum + Pension, training
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Salary: £40000 - £75000 per annum
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Salary: £65000.00 per annum + Pension, training
Posted: 20 days ago