Period
to 18 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Django skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Django over the 6 months to 18 January 2018 with a comparison to the same period in the previous 2 years.

Django
UK > Scotland
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 191 183 231
Rank change year-on-year -8 +48 +5
Permanent jobs citing Django 39 14 7
As % of all permanent IT jobs advertised in Scotland 0.70% 0.30% 0.11%
As % of the Libraries, Frameworks & Software Standards category 1.74% 0.79% 0.33%
Number of salaries quoted 30 10 6
Scotland median annual salary £35,000 £32,500 £55,000
Median salary % change year-on-year +7.69% -40.91% +41.03%
10th Percentile £25,000 £22,300 £38,750
90th Percentile £72,625 £42,550 £65,000
UK median annual salary £52,500 £52,500 £52,500

Django is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
Scotland
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 2,237 1,775 2,119
As % of all permanent IT jobs advertised in Scotland 40.42% 37.83% 34.74%
Number of salaries quoted 1,509 1,149 1,343
Scotland median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £28,500 £28,700 £27,500
90th Percentile £62,500 £58,750 £57,500
UK median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Django
Job Vacancy Trend in Scotland

Job postings citing Django as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Django in Scotland

Django
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Django in Scotland.

Salary trend for Django in Scotland

Django
Salary Histogram in Scotland

The salary distribution of IT jobs citing Django in Scotland over the 6 months to 18 January 2018.

Salary histogram for Django in Scotland

Django
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Django within the Scotland region over the 6 months to 18 January 2018. 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
Glasgow -16 20 £32,500 -1.52% 9
Edinburgh -12 12 £35,000 +40.00% 3
Dundee - 4 £35,000 -
Fife - 3 - -
Django
UK

For the 6 months to 18 January 2018, IT jobs citing Django also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Django.

1 33 (84.62%) Python
2 20 (51.28%) JavaScript
3 18 (46.15%) HTML
3 18 (46.15%) Web Development
4 15 (38.46%) Java
4 15 (38.46%) CSS
5 14 (35.90%) Ruby
5 14 (35.90%) Ruby on Rails
5 14 (35.90%) AngularJS
6 12 (30.77%) Agile Software Development
6 12 (30.77%) PHP
7 11 (28.21%) MVC
7 11 (28.21%) Degree
7 11 (28.21%) Computer Science
8 10 (25.64%) jQuery
9 9 (23.08%) React
9 9 (23.08%) Symfony
10 8 (20.51%) Zend
10 8 (20.51%) TDD
10 8 (20.51%) Advertising
10 8 (20.51%) OO
10 8 (20.51%) Git (software)
10 8 (20.51%) HTML5
11 7 (17.95%) Unit Testing
11 7 (17.95%) Greenfield Project
11 7 (17.95%) Linux
11 7 (17.95%) Finance
12 6 (15.38%) Zend Framework
12 6 (15.38%) Drupal
12 6 (15.38%) Computer Science Degree

Django
Co-occurring IT Skills in Scotland 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 (15.38%) Drupal
1 6 (15.38%) WordPress
2 3 (7.69%) Apache Spark
2 3 (7.69%) CMS
3 1 (2.56%) Apache
3 1 (2.56%) Moodle
Applications
1 4 (10.26%) Photoshop
Cloud Services
1 4 (10.26%) Cloud Computing
2 3 (7.69%) Amazon AWS
3 1 (2.56%) SaaS
Database & Business Intelligence
1 5 (12.82%) MongoDB
1 5 (12.82%) NoSQL
2 4 (10.26%) Relational Database
3 3 (7.69%) PostgreSQL
4 2 (5.13%) MySQL
5 1 (2.56%) SQL Server
Development Applications
1 8 (20.51%) Git (software)
2 3 (7.69%) PHPUnit
2 3 (7.69%) Subversion
3 1 (2.56%) Bower
3 1 (2.56%) Cucumber
3 1 (2.56%) Gradle
3 1 (2.56%) Grunt
3 1 (2.56%) gulp
3 1 (2.56%) Maven
General
1 8 (20.51%) Advertising
2 7 (17.95%) Finance
3 4 (10.26%) Banking
4 2 (5.13%) Polish Language
5 1 (2.56%) Marketing
Job Titles
1 32 (82.05%) Developer
2 14 (35.90%) Web Developer
3 5 (12.82%) Senior Developer
4 4 (10.26%) Applications Developer
4 4 (10.26%) Applications Engineer
4 4 (10.26%) Junior
4 4 (10.26%) Python Developer
4 4 (10.26%) Software Developer
4 4 (10.26%) Web Applications Developer
4 4 (10.26%) Web Applications Engineer
4 4 (10.26%) Web Engineer
5 3 (7.69%) Data Scientist
5 3 (7.69%) Junior Developer
5 3 (7.69%) Junior Software Developer
5 3 (7.69%) Lead Developer
5 3 (7.69%) Software Engineer
6 2 (5.13%) Full Stack Developer
6 2 (5.13%) Java Developer
6 2 (5.13%) Lead Java Developer
6 2 (5.13%) PHP Developer
Libraries, Frameworks & Software Standards
1 18 (46.15%) HTML
2 15 (38.46%) CSS
3 14 (35.90%) AngularJS
3 14 (35.90%) Ruby on Rails
4 10 (25.64%) jQuery
5 9 (23.08%) React
5 9 (23.08%) Symfony
6 8 (20.51%) HTML5
7 6 (15.38%) Zend Framework
8 5 (12.82%) JSON
8 5 (12.82%) REST
9 4 (10.26%) CSS3
9 4 (10.26%) Flask
9 4 (10.26%) NumPy
10 3 (7.69%) Node.js
11 2 (5.13%) Hibernate
11 2 (5.13%) Spring
12 1 (2.56%) Behat
12 1 (2.56%) Laravel
12 1 (2.56%) RESTful
Miscellaneous
1 11 (28.21%) Computer Science
2 7 (17.95%) Greenfield Project
3 4 (10.26%) e-Learning
4 2 (5.13%) Data Structures
5 1 (2.56%) Algorithms
5 1 (2.56%) Mobile App
5 1 (2.56%) User Experience
5 1 (2.56%) VLE
Operating Systems
1 7 (17.95%) Linux
Processes & Methodologies
1 18 (46.15%) Web Development
2 12 (30.77%) Agile Software Development
3 11 (28.21%) MVC
4 8 (20.51%) OO
4 8 (20.51%) TDD
5 7 (17.95%) Unit Testing
6 6 (15.38%) DevOps
7 5 (12.82%) BDD
7 5 (12.82%) Scrum
7 5 (12.82%) SDLC
8 3 (7.69%) Applied Mathematics
8 3 (7.69%) Continuous Delivery
8 3 (7.69%) ETL
8 3 (7.69%) Machine Learning
8 3 (7.69%) Mathematics
8 3 (7.69%) OOP
8 3 (7.69%) Open Source
8 3 (7.69%) Prototyping
8 3 (7.69%) Software Engineering
8 3 (7.69%) Statistics
Programming Languages
1 33 (84.62%) Python
2 20 (51.28%) JavaScript
3 15 (38.46%) Java
4 14 (35.90%) Ruby
5 12 (30.77%) PHP
6 4 (10.26%) R
7 2 (5.13%) Perl
8 1 (2.56%) C++
8 1 (2.56%) ES6
8 1 (2.56%) Go
8 1 (2.56%) GraphQL
8 1 (2.56%) SQL
Qualifications
1 11 (28.21%) Degree
2 6 (15.38%) Computer Science Degree
Quality Assurance & Compliance
1 1 (2.56%) QA
System Software
1 4 (10.26%) Docker
2 1 (2.56%) Virtual Machines
Systems Management
1 1 (2.56%) Opscode Chef
1 1 (2.56%) Puppet
Vendors
1 8 (20.51%) Zend
2 4 (10.26%) Adobe
3 1 (2.56%) Red Hat