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 22 June 2017 with a comparison to the same period in the previous 2 years.

Tornado
UK
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 851 935 981
Rank change year-on-year +84 +46  
Permanent jobs citing Tornado 23 12 7
As % of all permanent IT jobs advertised in the UK 0.026% 0.012% 0.006%
As % of the Application Platforms category 0.14% 0.065% 0.032%
Number of salaries quoted 22 8 2
Median salary £62,500 £38,500 £42,500
Median salary % change year-on-year +62.33% -9.41%  
UK excluding London median salary £50,000 £38,500 -
% change year-on-year +29.87% -  

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 16049 18458 21842
As % of all permanent IT job vacancies advertised in the UK 18.07% 18.71% 19.69%
Number of salaries quoted 13012 15698 18091
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 £28,000 £27,500
10% offered a salary of more than £75,000 £70,000 £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 22 June 2017.

Salary histogram for Tornado in the UK

Tornado
Top 11 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 22 June 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 +73 22 £62,500 +66.66% 3
London - 16 £67,500 - 1
Leeds - 5 £50,000 - 2
West Yorkshire - 5 £50,000 - 2
Yorkshire - 5 £50,000 - 2
City of London - 2 £63,750 -
Canary Wharf - 1 £46,000 -
Edinburgh - 1 £42,500 - 1
Scotland - 1 £42,500 - 1
Manchester - 1 £47,500 -
North West - 1 £47,500 -

For the 6 months to 22 June 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 44 (100.00%) Python
2 43 (97.73%) Flask
3 34 (77.27%) Agile Software Development
4 30 (68.18%) TDD
5 26 (59.09%) Django
5 26 (59.09%) Machine Learning
6 25 (56.82%) DevOps
7 19 (43.18%) Git (software)
8 18 (40.91%) Docker
9 16 (36.36%) SQL
10 14 (31.82%) OO
10 14 (31.82%) Artificial Intelligence
10 14 (31.82%) NumPy
10 14 (31.82%) Natural Language Processing
10 14 (31.82%) Microservices
11 13 (29.55%) Pandas
12 12 (27.27%) Hadoop
12 12 (27.27%) Java
13 11 (25.00%) Node.js
14 10 (22.73%) RabbitMQ
15 8 (18.18%) Puppet
15 8 (18.18%) AngularJS
15 8 (18.18%) Analytics
15 8 (18.18%) Web Development
15 8 (18.18%) Statistics
15 8 (18.18%) User Experience
15 8 (18.18%) Ansible
15 8 (18.18%) Vagrant
15 8 (18.18%) Opscode Chef
16 7 (15.91%) Performance Tuning

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 (13.64%) Apache Spark
1 6 (13.64%) JBoss
1 6 (13.64%) Jetty
1 6 (13.64%) Tomcat
1 6 (13.64%) WebLogic
2 2 (4.55%) Gunicorn
2 2 (4.55%) nginx
2 2 (4.55%) uWSGI
3 1 (2.27%) Elasticsearch
3 1 (2.27%) Flash Media Server
3 1 (2.27%) IPython
3 1 (2.27%) Oracle SOA Suite
Cloud Services
1 7 (15.91%) Amazon AWS
1 7 (15.91%) Google Cloud Platform
2 6 (13.64%) Microsoft Azure
3 1 (2.27%) GitHub
Communications & Networking
1 6 (13.64%) AMQP
Database & Business Intelligence
1 12 (27.27%) Hadoop
2 7 (15.91%) Data Mining
2 7 (15.91%) MongoDB
2 7 (15.91%) NoSQL
3 6 (13.64%) Apache Cassandra
3 6 (13.64%) Apache Hive
3 6 (13.64%) Couchbase
3 6 (13.64%) Redis
3 6 (13.64%) Riak
4 2 (4.55%) MySQL
4 2 (4.55%) PostgreSQL
5 1 (2.27%) Big Data
5 1 (2.27%) Relational Database
Development Applications
1 19 (43.18%) Git (software)
2 8 (18.18%) Vagrant
3 6 (13.64%) Cucumber
3 6 (13.64%) FitNesse
3 6 (13.64%) Gatling
3 6 (13.64%) JBehave
3 6 (13.64%) Jenkins
3 6 (13.64%) JMeter
3 6 (13.64%) LoadRunner
3 6 (13.64%) Maven
3 6 (13.64%) Selenium
4 1 (2.27%) GitLab
General
1 7 (15.91%) Games
2 6 (13.64%) Billing
3 2 (4.55%) Finance
4 1 (2.27%) Law
4 1 (2.27%) Marketing
Job Titles
1 29 (65.91%) Developer
2 24 (54.55%) Python Developer
3 12 (27.27%) Senior Developer
4 7 (15.91%) Data Scientist
4 7 (15.91%) Senior Python Developer
5 6 (13.64%) Senior Data Scientist
6 3 (6.82%) Java Developer
6 3 (6.82%) Java Engineer
6 3 (6.82%) Senior Java Developer
7 2 (4.55%) Digital Developer
7 2 (4.55%) Django Developer
7 2 (4.55%) E-Commerce Engineer
7 2 (4.55%) Lead Developer
7 2 (4.55%) Python/Django Developer
7 2 (4.55%) Software Engineer
8 1 (2.27%) Analytics Developer
8 1 (2.27%) Development Manager
8 1 (2.27%) Development Team Manager
8 1 (2.27%) Python Software Engineer
8 1 (2.27%) Team Leader
Libraries, Frameworks & Software Standards
1 43 (97.73%) Flask
2 26 (59.09%) Django
3 14 (31.82%) Natural Language Processing
3 14 (31.82%) NumPy
4 13 (29.55%) Pandas
5 11 (25.00%) Node.js
6 10 (22.73%) RabbitMQ
7 8 (18.18%) AngularJS
8 7 (15.91%) Celery
8 7 (15.91%) Hibernate
8 7 (15.91%) RESTful
8 7 (15.91%) scikit-learn
8 7 (15.91%) Spring
8 7 (15.91%) Web Services
9 6 (13.64%) ActiveMQ
9 6 (13.64%) Apache Camel
9 6 (13.64%) Gherkin
9 6 (13.64%) JMS
9 6 (13.64%) Kafka
9 6 (13.64%) Spring Boot
Miscellaneous
1 8 (18.18%) User Experience
2 6 (13.64%) Algorithms
2 6 (13.64%) Analytical Skills
2 6 (13.64%) Computer Science
2 6 (13.64%) Social Network
3 4 (9.09%) Fintech
4 2 (4.55%) EPoS
4 2 (4.55%) Tandem
5 1 (2.27%) Blog
Operating Systems
1 5 (11.36%) Linux
2 2 (4.55%) Unix
Processes & Methodologies
1 34 (77.27%) Agile Software Development
2 30 (68.18%) TDD
3 26 (59.09%) Machine Learning
4 25 (56.82%) DevOps
5 14 (31.82%) Artificial Intelligence
5 14 (31.82%) Microservices
5 14 (31.82%) OO
6 8 (18.18%) Analytics
6 8 (18.18%) Statistics
6 8 (18.18%) Web Development
7 7 (15.91%) BDD
7 7 (15.91%) Data Analysis
7 7 (15.91%) Data Cleansing
7 7 (15.91%) Performance Tuning
7 7 (15.91%) Statistical Modelling
7 7 (15.91%) Time Series Analysis
8 6 (13.64%) Actionable Insight
8 6 (13.64%) Anomaly Detection
8 6 (13.64%) Computer Vision
8 6 (13.64%) Deep Learning
Programming Languages
1 44 (100.00%) Python
2 16 (36.36%) SQL
3 12 (27.27%) Java
4 7 (15.91%) Ruby
5 6 (13.64%) Bash Shell
6 5 (11.36%) JavaScript
6 5 (11.36%) Scala
7 2 (4.55%) C#
7 2 (4.55%) C++
8 1 (2.27%) ActionScript
8 1 (2.27%) C
8 1 (2.27%) Clojure
8 1 (2.27%) Groovy
8 1 (2.27%) Perl
8 1 (2.27%) PHP
8 1 (2.27%) R
8 1 (2.27%) VB
Quality Assurance & Compliance
1 2 (4.55%) QA
System Software
1 18 (40.91%) Docker
Systems Management
1 8 (18.18%) Ansible
1 8 (18.18%) Opscode Chef
1 8 (18.18%) Puppet
2 6 (13.64%) Kubernetes
3 1 (2.27%) Docker Swarm
3 1 (2.27%) Kibana
3 1 (2.27%) logstash
Vendors
1 7 (15.91%) Google
1 7 (15.91%) Oracle
2 6 (13.64%) Rackspace
3 2 (4.55%) Microsoft
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £35000 - £65000 per annum + Benefits
Posted: Yesterday
Leeds, West Yorkshire
Candour Solutions
Salary: From £40,000 to £55,000 per annum
Posted: Yesterday
Edinburgh, Midlothian
Net Talent
Salary: bonus, share scheme, pension
Posted: 3 days ago
South East London
set2recruit
Salary: From £40,000 to £45,000 per annum £40k - £45k + benefits
Posted: 6 days ago