Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

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 1 July 2022 with a comparison to the same period in the previous 2 years.

Tornado
UK
6 months to
1 Jul 2022		 Same period 2021 Same period 2020
Rank 1140 937 835
Rank change year-on-year -203 -102 +249
Permanent jobs citing Tornado 122 39 15
As % of all permanent jobs advertised in the UK 0.068% 0.036% 0.019%
As % of the Application Platforms category 0.52% 0.29% 0.15%
Number of salaries quoted 6 12 13
10th Percentile £63,375 £42,625 £50,500
25th Percentile £65,375 £55,938 £78,750
Median annual salary (50th Percentile) £73,750 £60,000 £82,500
Median % change year-on-year +22.92% -27.27% +17.86%
75th Percentile £86,875 £68,750 £100,000
90th Percentile £90,000 - -
UK excluding London median annual salary £82,500 £60,000 £52,500
% change year-on-year +37.50% +14.29% -6.67%

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 23,482 13,426 10,305
As % of all permanent IT jobs advertised in the UK 13.07% 12.56% 13.06%
Number of salaries quoted 10,601 9,128 8,166
10th Percentile £31,250 £31,250 £30,500
25th Percentile £41,250 £40,000 £39,000
Median annual salary (50th Percentile) £55,000 £52,500 £52,500
Median % change year-on-year +4.76% - +5.00%
75th Percentile £75,000 £73,750 £71,250
90th Percentile £95,000 £87,500 £87,500
UK excluding London median annual salary £49,000 £45,000 £45,000
% change year-on-year +8.89% - +5.88%

Tornado
Job Vacancy Trend

Job postings citing Tornado as a proportion of all IT jobs advertised.

Job vacancy trend for Tornado in the UK

Tornado
Salary Trend

3-month moving average salary quoted in jobs citing Tornado.

Salary trend for Tornado in the UK

Tornado
Salary Histogram

Salary distribution for jobs citing Tornado over the 6 months to 1 July 2022.

Salary histogram for Tornado in the UK

Tornado
Top 5 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 1 July 2022. 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
Jobs
England -167 109 £73,750 +22.92% 4
London -166 105 £64,750 +23.33% 1
Work from Home -224 31 £68,750 +10.00% 2
South East -87 4 £82,500 +37.50% 3
UK excluding London -141 4 £82,500 +37.50% 3

For the 6 months to 1 July 2022, 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.

1 122 (100.00%) Python
2 106 (86.89%) Docker
3 102 (83.61%) Software Engineering
4 84 (68.85%) MongoDB
5 81 (66.39%) SQL
6 79 (64.75%) Kubernetes
7 74 (60.66%) RESTful
8 69 (56.56%) React
8 69 (56.56%) Relational Database
9 65 (53.28%) Linux
10 64 (52.46%) Games
11 63 (51.64%) RabbitMQ
12 62 (50.82%) NoSQL
12 62 (50.82%) Microservices
12 62 (50.82%) Legal
12 62 (50.82%) Back Office
12 62 (50.82%) Oracle
12 62 (50.82%) Information Management
12 62 (50.82%) Software Testing
12 62 (50.82%) Online Betting
12 62 (50.82%) Sports Betting
13 59 (48.36%) Full Stack Development
14 49 (40.16%) Agile
14 49 (40.16%) Django
15 48 (39.34%) Unix
16 47 (38.52%) Blog
16 47 (38.52%) R
16 47 (38.52%) GitHub
16 47 (38.52%) Non-Blocking Code
17 45 (36.89%) HTML

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 12 (9.84%) Luigi
2 3 (2.46%) Apache
2 3 (2.46%) nginx
3 2 (1.64%) CMS
3 2 (1.64%) Drupal
4 1 (0.82%) Apache Airflow
Cloud Services
1 47 (38.52%) GitHub
2 40 (32.79%) GCP
3 39 (31.97%) AWS
4 12 (9.84%) Azure
5 8 (6.56%) SaaS
6 2 (1.64%) BrowserStack
7 1 (0.82%) AWS Lambda
7 1 (0.82%) Serverless
Communications & Networking
1 17 (13.93%) Internet
2 2 (1.64%) HTTP
Database & Business Intelligence
1 84 (68.85%) MongoDB
2 69 (56.56%) Relational Database
3 62 (50.82%) NoSQL
4 23 (18.85%) Oracle Database
5 20 (16.39%) PostgreSQL
6 15 (12.30%) MySQL
7 13 (10.66%) Redis
8 2 (1.64%) RDBMS
8 2 (1.64%) SQL Server
Development Applications
1 5 (4.10%) Git (software)
2 2 (1.64%) Cucumber
2 2 (1.64%) Cypress.io
General
1 64 (52.46%) Games
2 62 (50.82%) Back Office
2 62 (50.82%) Legal
2 62 (50.82%) Online Betting
3 11 (9.02%) Public Sector
4 2 (1.64%) Aerospace
5 1 (0.82%) Finance
5 1 (0.82%) Inclusion and Diversity
Job Titles
1 85 (69.67%) Developer
2 39 (31.97%) Software Developer
3 31 (25.41%) Full Stack Developer
4 26 (21.31%) Backend Developer
5 16 (13.11%) Python Engineer
6 15 (12.30%) Developer in Test
7 14 (11.48%) Python Developer
8 6 (4.92%) Full Stack Web Developer
8 6 (4.92%) Web Developer
9 4 (3.28%) Software Engineer
10 2 (1.64%) Senior Developer
10 2 (1.64%) Senior Python Developer
10 2 (1.64%) Senior Software Engineer
11 1 (0.82%) Django Developer
11 1 (0.82%) Platform Engineer
11 1 (0.82%) Python Software Engineer
11 1 (0.82%) Python/Django Developer
Libraries, Frameworks & Software Standards
1 74 (60.66%) RESTful
2 69 (56.56%) React
3 63 (51.64%) RabbitMQ
4 49 (40.16%) Django
5 45 (36.89%) HTML
6 43 (35.25%) Flask
6 43 (35.25%) REST
7 28 (22.95%) CSS
8 25 (20.49%) Vue.js
9 23 (18.85%) AngularJS
10 20 (16.39%) HTML5
11 17 (13.93%) GraphQL
11 17 (13.93%) OpenCV
11 17 (13.93%) pytest
11 17 (13.93%) PyTorch
11 17 (13.93%) Redux
12 12 (9.84%) D3.js
12 12 (9.84%) Highcharts JS
12 12 (9.84%) Pandas
12 12 (9.84%) PySpark
Miscellaneous
1 62 (50.82%) Sports Betting
2 47 (38.52%) Blog
3 23 (18.85%) Client/Server
3 23 (18.85%) User Experience
4 17 (13.93%) CUDA
5 12 (9.84%) Algorithms
6 10 (8.20%) Kinect
6 10 (8.20%) Mobile App
6 10 (8.20%) Oculus
7 3 (2.46%) Virtual Team
Operating Systems
1 65 (53.28%) Linux
2 48 (39.34%) Unix
3 10 (8.20%) Apple iOS
Processes & Methodologies
1 102 (83.61%) Software Engineering
2 62 (50.82%) Information Management
2 62 (50.82%) Microservices
2 62 (50.82%) Software Testing
3 59 (48.36%) Full Stack Development
4 49 (40.16%) Agile
5 47 (38.52%) Non-Blocking Code
6 41 (33.61%) Artificial Intelligence
7 39 (31.97%) Open Source
8 29 (23.77%) Computer Vision
8 29 (23.77%) Data Science
9 27 (22.13%) Machine Learning
10 25 (20.49%) Computer Science
10 25 (20.49%) MVC
11 17 (13.93%) Deep Learning
11 17 (13.93%) Task Automation
12 15 (12.30%) Performance Testing
12 15 (12.30%) Regression Testing
12 15 (12.30%) SDET
12 15 (12.30%) Unit Testing
Programming Languages
1 122 (100.00%) Python
2 81 (66.39%) SQL
3 47 (38.52%) R
4 39 (31.97%) JavaScript
5 34 (27.87%) C#
6 24 (19.67%) C
7 23 (18.85%) C++
8 18 (14.75%) TypeScript
9 17 (13.93%) ES6
10 2 (1.64%) PHP
11 1 (0.82%) Go
11 1 (0.82%) Rust
Qualifications
1 25 (20.49%) Computer Science Degree
1 25 (20.49%) Degree
2 12 (9.84%) MPhil
Quality Assurance & Compliance
1 2 (1.64%) QA
System Software
1 106 (86.89%) Docker
2 2 (1.64%) VMware Infrastructure
Systems Management
1 79 (64.75%) Kubernetes
2 13 (10.66%) Ansible
3 1 (0.82%) Argo
3 1 (0.82%) Terraform
Vendors
1 62 (50.82%) Oracle
2 2 (1.64%) VMware