Period
to 25 February 2020

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 25 February 2020 with a comparison to the same period in the previous 2 years.

Tornado
UK
6 months to
25 Feb 2020
Same period 2019 Same period 2018
Rank 965 1109 1169
Rank change year-on-year +144 +60 +6
Permanent jobs citing Tornado 44 10 29
As % of all permanent IT jobs advertised in the UK 0.036% 0.007% 0.017%
As % of the Application Platforms category 0.24% 0.042% 0.098%
Number of salaries quoted 19 9 27
UK median annual salary £52,500 £70,000 £45,000
Median salary % change year-on-year -25.00% +55.56% -25.00%
10th Percentile £25,000 £62,500 £30,750
90th Percentile £100,000 £81,000 £55,500
UK excluding London median annual salary £31,327 - £45,000

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 18,105 23,623 29,486
As % of all permanent IT jobs advertised in the UK 14.66% 15.71% 16.93%
Number of salaries quoted 14,575 18,830 24,354
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,000 £28,250 £27,500
90th Percentile £85,000 £85,000 £78,750
UK excluding London median annual salary £45,000 £43,000 £41,500
% change year-on-year +4.65% +3.61% +3.75%

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 25 February 2020.

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 25 February 2020. 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 +143 41 £70,000 - 7
UK excluding London - 22 £31,327 - 1
London +80 20 £82,500 +17.86% 6
South West - 16 £25,000 -
North West - 5 £37,654 -
North of England - 5 £37,654 -
Scotland - 1 - -

For the 6 months to 25 February 2020, IT jobs citing Tornado also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Tornado.

1 44 (100.00%) Python
2 30 (68.18%) Machine Learning
3 23 (52.27%) Big Data
4 22 (50.00%) Military
4 22 (50.00%) Actionable Insight
5 18 (40.91%) Data Science
5 18 (40.91%) Aerospace
5 18 (40.91%) C++
6 17 (38.64%) Windows
7 16 (36.36%) Artificial Intelligence
7 16 (36.36%) Flask
8 15 (34.09%) Analytics
8 15 (34.09%) Agile Software Development
8 15 (34.09%) SQL
9 13 (29.55%) Software Engineering
9 13 (29.55%) Marketing
9 13 (29.55%) Security Cleared
10 12 (27.27%) Unit Testing
10 12 (27.27%) HTML
10 12 (27.27%) Java
10 12 (27.27%) Linux
10 12 (27.27%) CSS
10 12 (27.27%) ETL
11 11 (25.00%) Product Marketing
11 11 (25.00%) Web Development
11 11 (25.00%) Degree
11 11 (25.00%) Billing
11 11 (25.00%) NumPy
11 11 (25.00%) Statistical Modelling
11 11 (25.00%) Pandas

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 (22.73%) Apache
2 2 (4.55%) Apache Spark
Cloud Services
1 7 (15.91%) AWS
2 6 (13.64%) GCP
3 3 (6.82%) Slack
4 2 (4.55%) Amazon EC2
4 2 (4.55%) Amazon S3
4 2 (4.55%) AWS Lambda
4 2 (4.55%) Azure
5 1 (2.27%) GitHub
5 1 (2.27%) Serverless
Communications & Networking
1 2 (4.55%) HTTP
Database & Business Intelligence
1 23 (52.27%) Big Data
2 6 (13.64%) MySQL
3 5 (11.36%) Apache Cassandra
3 5 (11.36%) Data Mining
3 5 (11.36%) PostgreSQL
4 3 (6.82%) NoSQL
5 2 (4.55%) Amazon Redshift
5 2 (4.55%) Hadoop
5 2 (4.55%) MongoDB
5 2 (4.55%) Redis
5 2 (4.55%) SQL Server
Development Applications
1 10 (22.73%) Eclipse
1 10 (22.73%) Eclipse RCP
2 2 (4.55%) Git (software)
2 2 (4.55%) Maven
3 1 (2.27%) Jenkins
General
1 22 (50.00%) Military
2 18 (40.91%) Aerospace
3 13 (29.55%) Marketing
4 11 (25.00%) Billing
5 5 (11.36%) Manufacturing
6 4 (9.09%) Finance
7 2 (4.55%) Banking
7 2 (4.55%) Games
7 2 (4.55%) Retail
7 2 (4.55%) Telecoms
Job Titles
1 16 (36.36%) Data Scientist
2 11 (25.00%) Senior Data Scientist
3 10 (22.73%) Software Engineer
4 8 (18.18%) Developer
5 6 (13.64%) Junior
5 6 (13.64%) Python Developer
6 5 (11.36%) Junior Software Engineer
6 5 (11.36%) Senior Software Engineer
7 3 (6.82%) Angular Developer
7 3 (6.82%) Django Developer
7 3 (6.82%) Lead Developer
7 3 (6.82%) Python/Django Developer
7 3 (6.82%) Senior Developer
7 3 (6.82%) Senior Python Developer
7 3 (6.82%) Senior SQL Developer
7 3 (6.82%) SQL Developer
7 3 (6.82%) Technical Leader
8 2 (4.55%) Data Engineer
8 2 (4.55%) Software Developer
8 2 (4.55%) Technical Engineer
Libraries, Frameworks & Software Standards
1 16 (36.36%) Flask
2 12 (27.27%) CSS
2 12 (27.27%) HTML
3 11 (25.00%) Keras
3 11 (25.00%) NumPy
3 11 (25.00%) Pandas
3 11 (25.00%) scikit-learn
3 11 (25.00%) TensorFlow
4 10 (22.73%) JSP
4 10 (22.73%) Middleware
5 5 (11.36%) Django
5 5 (11.36%) Natural Language Processing
6 3 (6.82%) AngularJS
6 3 (6.82%) Pyramid
6 3 (6.82%) React
6 3 (6.82%) Vue.js
7 2 (4.55%) Kafka
7 2 (4.55%) Spring
7 2 (4.55%) Spring Boot
7 2 (4.55%) Web Services
Miscellaneous
1 9 (20.45%) Algorithms
2 5 (11.36%) Analytical Skills
3 3 (6.82%) Greenfield Project
4 2 (4.55%) Data Structures
5 1 (2.27%) Management Information System
5 1 (2.27%) Renewable Energy
Operating Systems
1 17 (38.64%) Windows
2 12 (27.27%) Linux
3 7 (15.91%) Windows 10
3 7 (15.91%) Windows Server
3 7 (15.91%) Windows Server 2012
Processes & Methodologies
1 30 (68.18%) Machine Learning
2 22 (50.00%) Actionable Insight
3 18 (40.91%) Data Science
4 16 (36.36%) Artificial Intelligence
5 15 (34.09%) Agile Software Development
5 15 (34.09%) Analytics
6 13 (29.55%) Software Engineering
7 12 (27.27%) ETL
7 12 (27.27%) Unit Testing
8 11 (25.00%) Product Marketing
8 11 (25.00%) SDLC
8 11 (25.00%) Statistical Modelling
8 11 (25.00%) Web Development
9 10 (22.73%) Business Analytics
9 10 (22.73%) Business Intelligence
9 10 (22.73%) OO
9 10 (22.73%) OOD
9 10 (22.73%) UML
10 7 (15.91%) Computer Science
10 7 (15.91%) NsoIT
Programming Languages
1 44 (100.00%) Python
2 18 (40.91%) C++
3 15 (34.09%) SQL
4 12 (27.27%) Java
5 10 (22.73%) C#
6 7 (15.91%) PowerShell
6 7 (15.91%) VBScript
7 5 (11.36%) JavaScript
7 5 (11.36%) MATLAB
7 5 (11.36%) R
8 3 (6.82%) C
8 3 (6.82%) Rust
9 2 (4.55%) Bash Shell
9 2 (4.55%) Scala
Qualifications
1 13 (29.55%) Security Cleared
2 11 (25.00%) Degree
3 7 (15.91%) DV Cleared
3 7 (15.91%) SC Cleared
4 5 (11.36%) Master's Degree
4 5 (11.36%) PhD
System Software
1 7 (15.91%) Active Directory
1 7 (15.91%) VMware ESXi
1 7 (15.91%) VMware Infrastructure
1 7 (15.91%) VMware NSX
2 5 (11.36%) Docker
Systems Management
1 7 (15.91%) Ansible
1 7 (15.91%) Kubernetes
1 7 (15.91%) vCenter Server
Vendors
1 7 (15.91%) Atlassian
1 7 (15.91%) Veeam
1 7 (15.91%) VMware
2 6 (13.64%) Google