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 26 May 2017 with a comparison to the same period in the previous 2 years.

Tornado
UK
3 months to
26 May 2017
Same period 2016 Same period 2015
Rank 864 912 966
Rank change year-on-year +48 +54  
Permanent jobs citing Tornado 23 13 7
As % of all permanent IT jobs advertised in the UK 0.026% 0.013% 0.007%
As % of the Application Platforms category 0.15% 0.071% 0.033%
Number of salaries quoted 21 8 2
Median salary £70,000 £38,500 £42,500
Median salary % change year-on-year +81.81% -9.41%  
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 15848 18380 21193
As % of all permanent IT job vacancies advertised in the UK 18.08% 18.70% 19.78%
Number of salaries quoted 12966 15612 17536
Median salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.55% -  
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £72,500 £69,000 £70,000
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year +6.25% -  

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 26 May 2017.

Salary histogram for Tornado in the UK

Tornado
Top 10 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 26 May 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 +85 21 £70,000 +86.66% 2
London - 17 £70,000 -
Yorkshire - 3 £50,000 - 1
West Yorkshire - 3 £50,000 - 1
Leeds - 3 £50,000 - 1
Edinburgh - 2 £42,500 -
Scotland - 2 £42,500 -
North West - 1 £47,500 - 1
City of London - 1 £72,500 -
Manchester - 1 £47,500 - 1

For the 6 months to 26 May 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 42 (100.00%) Python
2 39 (92.86%) Flask
3 32 (76.19%) Agile Software Development
4 29 (69.05%) TDD
5 25 (59.52%) Django
5 25 (59.52%) Machine Learning
6 21 (50.00%) DevOps
7 16 (38.10%) Git (software)
8 14 (33.33%) Natural Language Processing
8 14 (33.33%) Artificial Intelligence
8 14 (33.33%) OO
8 14 (33.33%) SQL
9 13 (30.95%) NumPy
9 13 (30.95%) Docker
9 13 (30.95%) Microservices
10 12 (28.57%) Pandas
11 11 (26.19%) Node.js
12 10 (23.81%) Hadoop
12 10 (23.81%) RESTful
13 9 (21.43%) Java
14 8 (19.05%) Statistics
14 8 (19.05%) User Experience
14 8 (19.05%) Analytics
14 8 (19.05%) AngularJS
15 7 (16.67%) Performance Tuning
15 7 (16.67%) Time Series Analysis
15 7 (16.67%) scikit-learn
15 7 (16.67%) Data Analysis
15 7 (16.67%) Games
15 7 (16.67%) Data Mining

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 (14.29%) Apache Spark
2 4 (9.52%) JBoss
2 4 (9.52%) Jetty
2 4 (9.52%) Tomcat
2 4 (9.52%) WebLogic
3 1 (2.38%) Flash Media Server
3 1 (2.38%) IPython
3 1 (2.38%) Oracle SOA Suite
3 1 (2.38%) Zope
Cloud Services
1 5 (11.90%) Amazon AWS
1 5 (11.90%) Google Cloud Platform
2 4 (9.52%) Microsoft Azure
3 1 (2.38%) GitHub
Communications & Networking
1 4 (9.52%) AMQP
2 1 (2.38%) HTTP
Database & Business Intelligence
1 10 (23.81%) Hadoop
2 7 (16.67%) Data Mining
2 7 (16.67%) NoSQL
3 6 (14.29%) Apache Hive
3 6 (14.29%) MongoDB
4 5 (11.90%) Apache Cassandra
4 5 (11.90%) Redis
5 4 (9.52%) Couchbase
5 4 (9.52%) Riak
6 2 (4.76%) MySQL
7 1 (2.38%) Big Data
7 1 (2.38%) Relational Database
Development Applications
1 16 (38.10%) Git (software)
2 4 (9.52%) Cucumber
2 4 (9.52%) FitNesse
2 4 (9.52%) Gatling
2 4 (9.52%) JBehave
2 4 (9.52%) Jenkins
2 4 (9.52%) JMeter
2 4 (9.52%) LoadRunner
2 4 (9.52%) Maven
2 4 (9.52%) Selenium
2 4 (9.52%) Vagrant
3 1 (2.38%) Subversion
General
1 7 (16.67%) Games
2 6 (14.29%) Billing
3 2 (4.76%) Finance
3 2 (4.76%) Retail
4 1 (2.38%) Law
4 1 (2.38%) Marketing
Job Titles
1 29 (69.05%) Developer
2 22 (52.38%) Python Developer
3 12 (28.57%) Senior Developer
4 7 (16.67%) Data Scientist
5 6 (14.29%) Senior Data Scientist
5 6 (14.29%) Senior Python Developer
6 3 (7.14%) Java Developer
6 3 (7.14%) Senior Java Developer
7 2 (4.76%) Digital Developer
7 2 (4.76%) E-Commerce Engineer
7 2 (4.76%) Front End Developer (Client-Side Developer)
7 2 (4.76%) HTML CSS Developer
7 2 (4.76%) HTML Developer
7 2 (4.76%) JavaScript Developer
7 2 (4.76%) Lead Developer
7 2 (4.76%) Software Engineer
8 1 (2.38%) Development Team Manager
8 1 (2.38%) Java Engineer
8 1 (2.38%) Python Software Engineer
8 1 (2.38%) Senior Front-End Developer
Libraries, Frameworks & Software Standards
1 39 (92.86%) Flask
2 25 (59.52%) Django
3 14 (33.33%) Natural Language Processing
4 13 (30.95%) NumPy
5 12 (28.57%) Pandas
6 11 (26.19%) Node.js
7 10 (23.81%) RESTful
8 8 (19.05%) AngularJS
9 7 (16.67%) RabbitMQ
9 7 (16.67%) scikit-learn
10 6 (14.29%) D3.js
11 5 (11.90%) Hibernate
11 5 (11.90%) Pyramid
11 5 (11.90%) Spring
11 5 (11.90%) Web Services
12 4 (9.52%) Apache Camel
12 4 (9.52%) Celery
12 4 (9.52%) JMS
12 4 (9.52%) SciPy
12 4 (9.52%) Spring Boot
Miscellaneous
1 8 (19.05%) User Experience
2 6 (14.29%) Algorithms
2 6 (14.29%) Analytical Skills
2 6 (14.29%) Computer Science
2 6 (14.29%) Social Network
3 4 (9.52%) Fintech
4 2 (4.76%) EPoS
4 2 (4.76%) Tandem
5 1 (2.38%) Blog
Operating Systems
1 4 (9.52%) Linux
2 3 (7.14%) Unix
Processes & Methodologies
1 32 (76.19%) Agile Software Development
2 29 (69.05%) TDD
3 25 (59.52%) Machine Learning
4 21 (50.00%) DevOps
5 14 (33.33%) Artificial Intelligence
5 14 (33.33%) OO
6 13 (30.95%) Microservices
7 8 (19.05%) Analytics
7 8 (19.05%) Statistics
8 7 (16.67%) BDD
8 7 (16.67%) Data Analysis
8 7 (16.67%) Data Cleansing
8 7 (16.67%) Performance Tuning
8 7 (16.67%) Statistical Modelling
8 7 (16.67%) Time Series Analysis
9 6 (14.29%) Actionable Insight
9 6 (14.29%) Computer Vision
9 6 (14.29%) Data Visualisation
9 6 (14.29%) Monetization
9 6 (14.29%) Predictive Modelling
Programming Languages
1 42 (100.00%) Python
2 14 (33.33%) SQL
3 9 (21.43%) Java
4 6 (14.29%) JavaScript
5 5 (11.90%) Ruby
6 4 (9.52%) Bash Shell
6 4 (9.52%) Scala
7 3 (7.14%) PHP
8 2 (4.76%) C#
8 2 (4.76%) C++
9 1 (2.38%) ActionScript
9 1 (2.38%) C
9 1 (2.38%) Clojure
9 1 (2.38%) Groovy
9 1 (2.38%) Perl
9 1 (2.38%) R
9 1 (2.38%) VB
Qualifications
1 3 (7.14%) Degree
Quality Assurance & Compliance
1 2 (4.76%) QA
System Software
1 13 (30.95%) Docker
Systems Management
1 6 (14.29%) Opscode Chef
1 6 (14.29%) Puppet
2 4 (9.52%) Ansible
2 4 (9.52%) Kubernetes
Vendors
1 5 (11.90%) Google
1 5 (11.90%) Oracle
2 4 (9.52%) Rackspace
3 2 (4.76%) Microsoft
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £35000 - £65000 per annum + Benefits
Posted: 3 days ago
Manchester, Lancashire
Candour Solutions
Salary: Outstanding + Bens
Posted: 4 days ago