Period
to 22 October 2018

The following table provides summary statistics for contract job vacancies with a requirement for Gunicorn skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Gunicorn over the 6 months to 22 October 2018 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.

Gunicorn
UK
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 856 - -
Rank change year-on-year - - +896
Contract jobs citing Gunicorn 27 0 0
As % of all contract IT jobs advertised in the UK 0.026% - -
As % of the Application Platforms category 0.16% - -
Number of daily rates quoted 15 0 0
UK median daily rate £575 - -
UK excluding London median daily rate - - -
Number of hourly rates quoted 0 0 0
UK median hourly rate - - -
UK excluding London median hourly rate - - -

Gunicorn is in the Application Platforms category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for application platform skills.

All Application Platform Skills
UK
Contract vacancies with a requirement for application platform skills 17,375 16,646 19,638
As % of all contract IT jobs advertised in the UK 16.82% 16.75% 18.63%
Number of daily rates quoted 11,301 10,899 12,838
UK median daily rate £450 £445 £420
Median daily rate % change year-on-year +1.12% +5.95% +5.00%
10th Percentile £273 £263 £250
90th Percentile £625 £600 £588
UK excluding London median daily rate £425 £400 £390
% change year-on-year +6.25% +2.56% +4.00%
Number of hourly rates quoted 410 410 508
UK median hourly rate £21.25 £20.00 £20.00
Median hourly rate % change year-on-year +6.25% - -
10th Percentile £12.00 £11.00 £12.00
90th Percentile £50.05 £48.75 £47.76
UK excluding London median hourly rate £21.00 £20.00 £20.50
% change year-on-year +5.00% -2.44% +7.89%

Gunicorn
Job Vacancy Trend

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

Job vacancy trend for Gunicorn in the UK

Gunicorn
Contractor Daily Rate Trend

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

Contractor daily rate trend for Gunicorn in the UK

Gunicorn
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Gunicorn over the 6 months to 22 October 2018.

Contractor daily rate histogram for Gunicorn in the UK

Gunicorn
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for Gunicorn in the UK

Gunicorn
Top 4 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Gunicorn within the UK over the 6 months to 22 October 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London - 25 £575 - 1
England - 25 £575 - 1
UK excluding London - 2 - -
Wales - 2 - -

For the 6 months to 22 October 2018, IT contractor jobs citing Gunicorn also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads with a requirement for Gunicorn.

1 27 (100.00%) Python
2 26 (96.30%) Flask
3 25 (92.59%) Selenium
3 25 (92.59%) SQLAlchemy
4 23 (85.19%) Django
4 23 (85.19%) HTML
4 23 (85.19%) JavaScript
4 23 (85.19%) Celery
4 23 (85.19%) pytest
4 23 (85.19%) Robot Framework
4 23 (85.19%) Gatling
4 23 (85.19%) Jest
4 23 (85.19%) Enzyme
5 22 (81.48%) ES6
5 22 (81.48%) CSS
5 22 (81.48%) Test Automation
6 21 (77.78%) Software Engineering
7 16 (59.26%) Agile Software Development
8 15 (55.56%) TDD
8 15 (55.56%) BDD
8 15 (55.56%) Docker
8 15 (55.56%) Continuous Delivery
8 15 (55.56%) Mentoring
9 14 (51.85%) Microservices
9 14 (51.85%) Collaborative Working
9 14 (51.85%) Decision-Making
9 14 (51.85%) Terraform
9 14 (51.85%) Java
9 14 (51.85%) PostgreSQL
10 13 (48.15%) MySQL

Gunicorn
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 2 (7.41%) Cloud Foundry
1 2 (7.41%) nginx
2 1 (3.70%) Apache Airflow
2 1 (3.70%) Apache Spark
2 1 (3.70%) Jupyter
Cloud Services
1 11 (40.74%) Amazon AWS
2 10 (37.04%) AWS Lambda
2 10 (37.04%) Serverless
3 9 (33.33%) Azure Functions
3 9 (33.33%) Microsoft Azure
4 2 (7.41%) GitHub
4 2 (7.41%) PaaS
4 2 (7.41%) Slack
4 2 (7.41%) Trello
5 1 (3.70%) Amazon EC2
5 1 (3.70%) Amazon EMR
5 1 (3.70%) Amazon S3
5 1 (3.70%) Route 53
5 1 (3.70%) Virtual Private Cloud
Communications & Networking
1 2 (7.41%) AMQP
2 1 (3.70%) SSH
Database & Business Intelligence
1 14 (51.85%) PostgreSQL
2 13 (48.15%) MySQL
3 1 (3.70%) Amazon RDS
3 1 (3.70%) Big Data
3 1 (3.70%) Hadoop
3 1 (3.70%) Spark SQL
Development Applications
1 25 (92.59%) Selenium
2 23 (85.19%) Gatling
2 23 (85.19%) Robot Framework
3 3 (11.11%) Git (software)
4 2 (7.41%) Cucumber
4 2 (7.41%) Liquibase
4 2 (7.41%) Maven
General
1 10 (37.04%) Retail
Job Titles
1 14 (51.85%) Software Engineer
2 12 (44.44%) Python Engineer
3 9 (33.33%) Lead Software Engineer
4 8 (29.63%) Developer
5 7 (25.93%) Python Software Engineer
6 5 (18.52%) Senior Software Engineer
7 4 (14.81%) Python Developer
8 3 (11.11%) Developer/Software Engineer
8 3 (11.11%) Lead Developer
8 3 (11.11%) Lead Software Developer
8 3 (11.11%) Senior Developer
8 3 (11.11%) Senior Software Developer
8 3 (11.11%) Software Developer
8 3 (11.11%) Technical Leader
9 2 (7.41%) Senior Technical Engineer
9 2 (7.41%) Software Manager
9 2 (7.41%) Technical Engineer
10 1 (3.70%) AWS Engineer
10 1 (3.70%) Hadoop Engineer
10 1 (3.70%) Java Developer
Libraries, Frameworks & Software Standards
1 26 (96.30%) Flask
2 25 (92.59%) SQLAlchemy
3 23 (85.19%) Celery
3 23 (85.19%) Django
3 23 (85.19%) Enzyme
3 23 (85.19%) HTML
3 23 (85.19%) Jest
3 23 (85.19%) pytest
4 22 (81.48%) CSS
5 13 (48.15%) Node.js
6 12 (44.44%) Elastic Stack
7 8 (29.63%) React
8 2 (7.41%) Gherkin
8 2 (7.41%) REST
8 2 (7.41%) Spring
8 2 (7.41%) Spring Boot
8 2 (7.41%) Spring Cloud
8 2 (7.41%) Spring Integration
9 1 (3.70%) Pandas
9 1 (3.70%) PySpark
Operating Systems
1 1 (3.70%) Linux
1 1 (3.70%) Ubuntu
1 1 (3.70%) Unix
Processes & Methodologies
1 22 (81.48%) Test Automation
2 21 (77.78%) Software Engineering
3 16 (59.26%) Agile Software Development
4 15 (55.56%) BDD
4 15 (55.56%) Continuous Delivery
4 15 (55.56%) Mentoring
4 15 (55.56%) TDD
5 14 (51.85%) Collaborative Working
5 14 (51.85%) Decision-Making
5 14 (51.85%) Microservices
6 13 (48.15%) Coaching
7 4 (14.81%) DevOps
7 4 (14.81%) Line Management
8 3 (11.11%) Scrum
9 2 (7.41%) Continuous Integration
10 1 (3.70%) Continuous Improvement
10 1 (3.70%) ETL
10 1 (3.70%) Workflow
Programming Languages
1 27 (100.00%) Python
2 23 (85.19%) JavaScript
3 22 (81.48%) ES6
4 14 (51.85%) Java
5 12 (44.44%) Go
6 1 (3.70%) Bash Shell
6 1 (3.70%) SQL
Qualifications
1 1 (3.70%) SC Cleared
1 1 (3.70%) Security Cleared
System Software
1 15 (55.56%) Docker
Systems Management
1 14 (51.85%) Terraform
2 13 (48.15%) Ansible
3 1 (3.70%) Packer
Vendors
1 12 (44.44%) Splunk