Period
to 18 November 2017

The following table provides summary statistics for contract job vacancies with a requirement for Django skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Django over the 6 months to 18 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Django
UK
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 472 418 494
Rank change year-on-year -54 +76 -13
Contract jobs citing Django 466 590 463
As % of all contract IT jobs advertised in the UK 0.46% 0.56% 0.40%
As % of the Libraries, Frameworks & Software Standards category 1.42% 1.84% 1.43%
Number of daily rates quoted 312 397 331
UK median daily rate £450 £425 £450
Median daily rate % change year-on-year +5.88% -5.56% +5.88%
10th Percentile £326 £305 £325
90th Percentile £575 £556 £638
UK excluding London median daily rate £425 £425 £450
% change year-on-year - -5.56% +10.77%
Number of hourly rates quoted 4 0 9
UK median hourly rate £27.00 - £24.23
10th Percentile £22.53 - £21.05
90th Percentile £28.51 - £32.75
UK excluding London median hourly rate - - £42.50

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

All Software Libraries and Frameworks
UK
Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 32706 32101 32482
As % of all contract IT jobs advertised in the UK 32.04% 30.38% 28.27%
Number of daily rates quoted 23099 22264 22271
UK median daily rate £450 £425 £410
Median daily rate % change year-on-year +5.88% +3.66% +2.50%
10th Percentile £313 £300 £275
90th Percentile £625 £588 £588
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.23% +3.33% +7.14%
Number of hourly rates quoted 373 368 548
UK median hourly rate £40.00 £37.50 £37.50
Median hourly rate % change year-on-year +6.67% - +7.14%
10th Percentile £18.10 £14.09 £15.03
90th Percentile £52.50 £50.60 £55.00
UK excluding London median hourly rate £41.00 £37.00 £37.50
% change year-on-year +10.81% -1.33% +10.29%

Django
Job Vacancy Trend

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

Job vacancy trend for Django in the UK

Django
Contractor Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Django.

Contractor daily rate trend for Django in the UK

Django
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Django over the 6 months to 18 November 2017.

Contractor daily rate histogram for Django in the UK

Django
Contractor Hourly Rate Trend

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Django.

Contractor hourly rate trend for Django in the UK

Django
Top 15 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Django within the UK over the 6 months to 18 November 2017. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -25 447 £450 +5.88% 62
London -94 253 £500 +17.65% 33
UK excluding London +26 202 £425 - 31
South East +59 98 £425 +13.33% 7
North of England +22 49 £463 +2.78% 1
Yorkshire 0 32 £513 +16.48%
South West +21 21 £325 -4.76% 7
Midlands +17 14 £438 +18.64% 2
North East +56 13 £475 - 1
West Midlands +32 12 £425 +30.77% 2
East of England -25 10 £450 +12.50% 12
Scotland +2 8 £500 +81.82% 2
North West +14 2 £375 -11.76%
East Midlands +5 2 £450 -
Wales +4 2 £363 -9.38%

For the 6 months to 18 November 2017, IT contractor jobs citing Django also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads with a requirement for Django.

1 419 (89.91%) Python
2 210 (45.06%) CSS
3 207 (44.42%) HTML
4 193 (41.42%) Agile Software Development
5 187 (40.13%) JavaScript
6 186 (39.91%) Linux
7 152 (32.62%) REST
8 150 (32.19%) Git (software)
9 133 (28.54%) Continuous Integration
10 131 (28.11%) Relational Database
11 130 (27.90%) HTML5
12 124 (26.61%) Web Development
13 122 (26.18%) Jenkins
14 115 (24.68%) PostgreSQL
15 112 (24.03%) Flask
16 98 (21.03%) CSS3
17 97 (20.82%) Open Source
18 94 (20.17%) Scala
19 90 (19.31%) Java
20 88 (18.88%) Docker
21 86 (18.45%) JSON
22 85 (18.24%) Finance
23 84 (18.03%) Ruby
24 82 (17.60%) Ajax
25 81 (17.38%) Test Automation
26 79 (16.95%) Scrum
27 78 (16.74%) Web Services
28 76 (16.31%) Ruby on Rails
29 75 (16.09%) Responsive Web Design
30 74 (15.88%) JIRA

Django
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 55 (11.80%) Confluence
2 32 (6.87%) Elasticsearch
3 16 (3.43%) nginx
4 14 (3.00%) Apache Spark
5 12 (2.58%) Apache
6 11 (2.36%) uWSGI
7 6 (1.29%) CMS
8 5 (1.07%) OpenStack
9 4 (0.86%) Jupyter
10 3 (0.64%) Facebook Platform
11 1 (0.21%) Apache Airflow
11 1 (0.21%) Apache Pig
11 1 (0.21%) Drupal
11 1 (0.21%) SharePoint
11 1 (0.21%) Tornado
Applications
1 12 (2.58%) Chatbot
2 2 (0.43%) Microsoft Excel
2 2 (0.43%) Photoshop
3 1 (0.21%) GIMP
Cloud Services
1 34 (7.30%) Amazon AWS
2 10 (2.15%) Dialogflow
3 7 (1.50%) npm
3 7 (1.50%) Serverless
4 6 (1.29%) Google App Engine
4 6 (1.29%) Google Cloud Platform
4 6 (1.29%) SaaS
5 5 (1.07%) GitHub
5 5 (1.07%) OpenShift
6 4 (0.86%) Amazon S3
6 4 (0.86%) AWS Lambda
6 4 (0.86%) CloudFront
7 3 (0.64%) AWS CloudFormation
7 3 (0.64%) AWS Elastic Beanstalk
7 3 (0.64%) Microsoft Azure
7 3 (0.64%) Slack
7 3 (0.64%) Trello
8 2 (0.43%) Heroku
9 1 (0.21%) Firebase
9 1 (0.21%) Office 365
Communications & Networking
1 59 (12.66%) HTTP
2 4 (0.86%) Bluetooth
3 3 (0.64%) Intranet
4 1 (0.21%) Internet
4 1 (0.21%) Kerberos
4 1 (0.21%) Reverse Proxy
4 1 (0.21%) Skype
4 1 (0.21%) SMS
4 1 (0.21%) SSL
Database & Business Intelligence
1 131 (28.11%) Relational Database
2 115 (24.68%) PostgreSQL
3 72 (15.45%) MySQL
4 52 (11.16%) NoSQL
5 43 (9.23%) MongoDB
6 40 (8.58%) Apache Cassandra
7 22 (4.72%) Big Data
8 12 (2.58%) Redis
9 6 (1.29%) Oracle Database
10 5 (1.07%) Amazon DynamoDB
10 5 (1.07%) RDBMS
10 5 (1.07%) SQL Server
11 4 (0.86%) Neo4j
11 4 (0.86%) Sybase ASE
12 2 (0.43%) Apache Hive
12 2 (0.43%) Hadoop
13 1 (0.21%) CouchDB
13 1 (0.21%) GIS
13 1 (0.21%) HBase
13 1 (0.21%) SQLite
Development Applications
1 150 (32.19%) Git (software)
2 122 (26.18%) Jenkins
3 74 (15.88%) JIRA
4 67 (14.38%) Subversion
5 51 (10.94%) JUnit
6 22 (4.72%) Selenium
7 11 (2.36%) webpack
8 9 (1.93%) gulp
9 7 (1.50%) Babel
10 5 (1.07%) GitLab
10 5 (1.07%) Mocha
11 4 (0.86%) Karma Test Runner
12 3 (0.64%) Bower
12 3 (0.64%) Cucumber
12 3 (0.64%) Grunt
13 2 (0.43%) Bitbucket
13 2 (0.43%) Jasmine
13 2 (0.43%) Mercurial
13 2 (0.43%) Vagrant
13 2 (0.43%) WebDriver
General
1 85 (18.24%) Finance
2 22 (4.72%) Retail
3 13 (2.79%) Games
4 10 (2.15%) Marketing
5 7 (1.50%) Banking
6 6 (1.29%) Telecoms
7 4 (0.86%) Billing
8 2 (0.43%) Advertising
8 2 (0.43%) Law
9 1 (0.21%) Front Office
9 1 (0.21%) Military
Job Titles
1 387 (83.05%) Developer
2 268 (57.51%) Python Developer
3 126 (27.04%) Django Developer
4 109 (23.39%) Python/Django Developer
5 42 (9.01%) Scala Developer
6 39 (8.37%) Web Developer
7 36 (7.73%) Python Web Developer
8 34 (7.30%) Front End Developer (Client-Side Developer)
8 34 (7.30%) Senior Developer
9 28 (6.01%) Senior Python Developer
10 26 (5.58%) Architect
11 20 (4.29%) Full Stack Developer
12 19 (4.08%) Java Developer
13 13 (2.79%) Digital Architect
13 13 (2.79%) Java Scala Developer
14 12 (2.58%) Software Developer
14 12 (2.58%) Technical Architect
15 11 (2.36%) Lead Developer
16 8 (1.72%) JavaScript Developer
17 7 (1.50%) Project Manager
Libraries, Frameworks & Software Standards
1 210 (45.06%) CSS
2 207 (44.42%) HTML
3 152 (32.62%) REST
4 130 (27.90%) HTML5
5 112 (24.03%) Flask
6 98 (21.03%) CSS3
7 86 (18.45%) JSON
8 82 (17.60%) Ajax
9 78 (16.74%) Web Services
10 76 (16.31%) Ruby on Rails
11 73 (15.67%) Play Framework
11 73 (15.67%) RESTful
12 66 (14.16%) Spring
13 57 (12.23%) Guice
13 57 (12.23%) jQuery
14 46 (9.87%) AngularJS
15 37 (7.94%) Node.js
16 34 (7.30%) Spring MVC
17 32 (6.87%) React
18 21 (4.51%) Celery
Miscellaneous
1 31 (6.65%) User Experience
2 28 (6.01%) Fintech
3 27 (5.79%) Greenfield Project
4 23 (4.94%) Analytical Skills
5 18 (3.86%) Enterprise Software
6 17 (3.65%) Data Structures
7 12 (2.58%) Computer Science
8 10 (2.15%) Blog
8 10 (2.15%) STB
9 9 (1.93%) Management Information System
10 5 (1.07%) Animation
10 5 (1.07%) Smartphone
10 5 (1.07%) Social Media
11 4 (0.86%) Credit Risk
11 4 (0.86%) Replication
12 2 (0.43%) Device Driver
12 2 (0.43%) Fixed Income
12 2 (0.43%) Life Science
12 2 (0.43%) Mobile App
13 1 (0.21%) Algorithms
Operating Systems
1 186 (39.91%) Linux
2 56 (12.02%) Unix
3 14 (3.00%) Mac OS X
4 7 (1.50%) Android
5 3 (0.64%) Apple iOS
5 3 (0.64%) Ubuntu
5 3 (0.64%) Windows
6 1 (0.21%) CentOS
6 1 (0.21%) CoreOS
6 1 (0.21%) Fedora
Processes & Methodologies
1 193 (41.42%) Agile Software Development
2 133 (28.54%) Continuous Integration
3 124 (26.61%) Web Development
4 97 (20.82%) Open Source
5 81 (17.38%) Test Automation
6 79 (16.95%) Scrum
7 75 (16.09%) Responsive Web Design
8 70 (15.02%) Web Design
9 68 (14.59%) TDD
10 55 (11.80%) DevOps
11 54 (11.59%) Configuration Management
12 50 (10.73%) OWASP
13 48 (10.30%) Front End Development
14 40 (8.58%) Microservices
15 37 (7.94%) MVC
16 35 (7.51%) Kanban
17 32 (6.87%) Collaborative Working
18 31 (6.65%) Mentoring
18 31 (6.65%) User Stories
19 28 (6.01%) BDD
Programming Languages
1 419 (89.91%) Python
2 187 (40.13%) JavaScript
3 94 (20.17%) Scala
4 90 (19.31%) Java
5 84 (18.03%) Ruby
6 74 (15.88%) SQL
7 39 (8.37%) C#
8 15 (3.22%) Go
9 11 (2.36%) PL/SQL
10 10 (2.15%) Perl
11 9 (1.93%) ES6
11 9 (1.93%) PHP
12 7 (1.50%) Shell Script
12 7 (1.50%) TypeScript
13 6 (1.29%) Korn
13 6 (1.29%) R
14 5 (1.07%) GraphQL
14 5 (1.07%) T-SQL
15 3 (0.64%) C++
16 2 (0.43%) C
Qualifications
1 17 (3.65%) Degree
2 8 (1.72%) Computer Science Degree
3 6 (1.29%) PMP
4 4 (0.86%) Security Cleared
5 2 (0.43%) BPSS Clearance
5 2 (0.43%) PRINCE2 Certification
Quality Assurance & Compliance
1 5 (1.07%) OASIS TOSCA
2 2 (0.43%) WCAG
3 1 (0.21%) QA
System Software
1 88 (18.88%) Docker
2 6 (1.29%) LXC
3 1 (0.21%) HDFS
Systems Management
1 24 (5.15%) Puppet
2 18 (3.86%) Opscode Chef
3 16 (3.43%) Ansible
4 13 (2.79%) Kubernetes
5 10 (2.15%) Kibana
5 10 (2.15%) logstash
5 10 (2.15%) Prometheus
6 6 (1.29%) StackStorm
7 5 (1.07%) Cloudify
7 5 (1.07%) Docker Swarm
8 4 (0.86%) Packer
8 4 (0.86%) Terraform
9 1 (0.21%) Ambari
9 1 (0.21%) Mesos
Vendors
1 68 (14.59%) Google
2 65 (13.95%) Oracle
3 10 (2.15%) AppDynamics
3 10 (2.15%) Splunk
4 5 (1.07%) New Relic
4 5 (1.07%) Sybase
4 5 (1.07%) Twitter
5 4 (0.86%) Atlassian
5 4 (0.86%) Microsoft
5 4 (0.86%) SAP
6 3 (0.64%) Apiary
6 3 (0.64%) Facebook
6 3 (0.64%) Xero
7 1 (0.21%) Apple
7 1 (0.21%) Red Hat
7 1 (0.21%) SaltStack