Period
to 17 January 2018

The following table provides summary statistics for contract job vacancies advertised in Nottinghamshire with a requirement for Python skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Python over the 6 months to 17 January 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.

Python
East Midlands > Nottinghamshire
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 58 63 72
Rank change year-on-year +5 +9 -15
Contract jobs citing Python 24 14 3
As % of all contract IT jobs advertised in Nottinghamshire 2.53% 1.54% 0.33%
As % of the Programming Languages category 6.76% 3.42% 1.07%
Number of daily rates quoted 17 8 3
Nottinghamshire median daily rate £488 £363 £185
Median daily rate % change year-on-year +34.48% +95.95% -66.36%
10th Percentile £406 £321 £165
90th Percentile £630 £426 £428
East Midlands median daily rate £488 £375 £360
% change year-on-year +30.00% +4.31% -34.64%
Number of hourly rates quoted 1 0 0
Nottinghamshire median hourly rate £45.00 - -
East Midlands median hourly rate £55.60 £42.50 -
% change year-on-year +30.82% - -

Python is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Nottinghamshire with a requirement for coding skills.

All Programming Languages
Nottinghamshire
Contract vacancies with a requirement for coding skills 355 409 281
As % of all contract IT jobs advertised in Nottinghamshire 37.49% 44.95% 30.91%
Number of daily rates quoted 230 230 176
Nottinghamshire median daily rate £413 £375 £345
Median daily rate % change year-on-year +10.00% +8.70% +2.60%
10th Percentile £269 £287 £253
90th Percentile £551 £500 £488
East Midlands median daily rate £375 £375 £350
% change year-on-year - +7.14% +2.94%
Number of hourly rates quoted 2 1 11
Nottinghamshire median hourly rate £41.75 £17.50 £15.50
Median hourly rate % change year-on-year +138.57% +12.90% -34.04%
10th Percentile £37.33 £16.25 £13.00
90th Percentile £46.78 £18.75 £22.50
East Midlands median hourly rate £39.25 £32.50 £18.38
% change year-on-year +20.77% +76.87% -45.19%

Python
Job Vacancy Trend in Nottinghamshire

Job postings citing Python as a percentage of all IT jobs advertised in Nottinghamshire.

Job vacancy trend for Python in Nottinghamshire

Python
Contractor Daily Rate Trend in Nottinghamshire

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

Contractor daily rate trend for Python in Nottinghamshire

Python
Contractor Daily Rate Histogram in Nottinghamshire

The daily rate distribution of IT jobs citing Python in Nottinghamshire over the 6 months to 17 January 2018.

Contractor daily rate histogram for Python in Nottinghamshire

Python
Contract Job Locations in Nottinghamshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Python within the Nottinghamshire region over the 6 months to 17 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Nottingham +17 24 £488 +34.48% 24
Python
East Midlands

For the 6 months to 17 January 2018, IT contractor jobs citing Python also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Nottinghamshire region with a requirement for Python.

1 17 (70.83%) Agile Software Development
2 16 (66.67%) Java
3 11 (45.83%) Linux
4 10 (41.67%) C#
4 10 (41.67%) Amazon AWS
4 10 (41.67%) DevOps
5 9 (37.50%) Continuous Integration
6 8 (33.33%) Jenkins
7 7 (29.17%) Git (software)
7 7 (29.17%) JavaScript
7 7 (29.17%) Web Services
8 6 (25.00%) Puppet
8 6 (25.00%) Ruby
8 6 (25.00%) Ajax
8 6 (25.00%) JSON
8 6 (25.00%) Opscode Chef
8 6 (25.00%) Ansible
8 6 (25.00%) Docker
9 5 (20.83%) Sass
9 5 (20.83%) AngularJS
9 5 (20.83%) gulp
9 5 (20.83%) jQuery
9 5 (20.83%) Unit Testing
9 5 (20.83%) Open Source
9 5 (20.83%) Test Automation
9 5 (20.83%) RESTful
9 5 (20.83%) Workflow
9 5 (20.83%) CSS
9 5 (20.83%) Perl
9 5 (20.83%) C++

Python
Co-occurring IT Skills in Nottinghamshire 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 (8.33%) SAS
2 1 (4.17%) Elasticsearch
2 1 (4.17%) nginx
Cloud Services
1 10 (41.67%) Amazon AWS
2 2 (8.33%) Amazon EC2
3 1 (4.17%) Amazon ElastiCache
3 1 (4.17%) Amazon ELB
3 1 (4.17%) Amazon S3
3 1 (4.17%) Amazon SQS
3 1 (4.17%) AWS CloudFormation
3 1 (4.17%) GitHub
3 1 (4.17%) Route 53
3 1 (4.17%) Virtual Private Cloud
Communications & Networking
1 1 (4.17%) HTTP
1 1 (4.17%) SSL
1 1 (4.17%) TCP/IP
Database & Business Intelligence
1 3 (12.50%) Data Warehouse
1 3 (12.50%) MongoDB
1 3 (12.50%) NoSQL
1 3 (12.50%) PowerCenter
2 2 (8.33%) PostgreSQL
2 2 (8.33%) SQL Server Analysis Services
3 1 (4.17%) Amazon DynamoDB
3 1 (4.17%) Amazon RDS
3 1 (4.17%) MySQL
Development Applications
1 8 (33.33%) Jenkins
2 7 (29.17%) Git (software)
3 5 (20.83%) gulp
4 4 (16.67%) Bower
4 4 (16.67%) CasperJS
4 4 (16.67%) Cucumber
4 4 (16.67%) Jasmine
4 4 (16.67%) Karma Test Runner
4 4 (16.67%) Selenium
4 4 (16.67%) Subversion
4 4 (16.67%) webpack
4 4 (16.67%) Yeoman
5 2 (8.33%) TeamCity
6 1 (4.17%) Atlassian Bamboo
6 1 (4.17%) Grunt
6 1 (4.17%) JIRA
6 1 (4.17%) LabVIEW
6 1 (4.17%) Sonatype Nexus
General
1 3 (12.50%) Finance
1 3 (12.50%) Pharmaceutical
2 1 (4.17%) Avionics
2 1 (4.17%) Electronics
2 1 (4.17%) Manufacturing
2 1 (4.17%) Retail
2 1 (4.17%) Telecoms
Job Titles
1 7 (29.17%) Architect
1 7 (29.17%) Developer
2 4 (16.67%) DevOps Engineer
2 4 (16.67%) Front End Developer (Client-Side Developer)
2 4 (16.67%) Technical Architect
3 3 (12.50%) Informatica Architect
3 3 (12.50%) WebOps Engineer
4 2 (8.33%) Analyst
4 2 (8.33%) AWS DevOps
4 2 (8.33%) AWS DevOps Engineer
4 2 (8.33%) AWS Engineer
4 2 (8.33%) Data Scientist
4 2 (8.33%) DevOps Architect
4 2 (8.33%) Java Applications Architect
4 2 (8.33%) Java Architect
4 2 (8.33%) Java Technical Architect
4 2 (8.33%) Senior Data Scientist
4 2 (8.33%) Senior Solutions Analyst
4 2 (8.33%) Software Engineer
4 2 (8.33%) Solutions Analyst
Libraries, Frameworks & Software Standards
1 7 (29.17%) Web Services
2 6 (25.00%) Ajax
2 6 (25.00%) JSON
3 5 (20.83%) AngularJS
3 5 (20.83%) CSS
3 5 (20.83%) HTML
3 5 (20.83%) jQuery
3 5 (20.83%) RESTful
3 5 (20.83%) Sass
4 4 (16.67%) Browserify
4 4 (16.67%) CSS3
4 4 (16.67%) DOM
4 4 (16.67%) Handlebars
4 4 (16.67%) HTML5
5 2 (8.33%) .NET
5 2 (8.33%) Dropwizard
5 2 (8.33%) XML
5 2 (8.33%) XSL
5 2 (8.33%) XSLT
6 1 (4.17%) LEMP Stack
Miscellaneous
1 3 (12.50%) Analytical Skills
2 2 (8.33%) Enterprise Software
3 1 (4.17%) Computer Science
3 1 (4.17%) Credit Risk
3 1 (4.17%) Data Centre
3 1 (4.17%) Mainframe
3 1 (4.17%) Mobile App
Operating Systems
1 11 (45.83%) Linux
2 5 (20.83%) Windows
3 1 (4.17%) Mac OS
3 1 (4.17%) Unix
3 1 (4.17%) VxWorks
Processes & Methodologies
1 17 (70.83%) Agile Software Development
2 10 (41.67%) DevOps
3 9 (37.50%) Continuous Integration
4 5 (20.83%) Open Source
4 5 (20.83%) Test Automation
4 5 (20.83%) Unit Testing
4 5 (20.83%) Workflow
5 4 (16.67%) Adaptive Web Design
5 4 (16.67%) Collaborative Working
5 4 (16.67%) Front End Development
5 4 (16.67%) Microservices
5 4 (16.67%) MVC
5 4 (16.67%) Progressive Enhancement
5 4 (16.67%) Responsive Web Design
5 4 (16.67%) Software Engineering
5 4 (16.67%) Web Design
5 4 (16.67%) Web Development
6 3 (12.50%) Kimball Methodology
6 3 (12.50%) Multithreaded Programming
6 3 (12.50%) Web Operations
Programming Languages
1 16 (66.67%) Java
2 10 (41.67%) C#
3 7 (29.17%) JavaScript
4 6 (25.00%) Ruby
5 5 (20.83%) C++
5 5 (20.83%) Perl
6 4 (16.67%) Bash Shell
6 4 (16.67%) Scala
6 4 (16.67%) SQL
7 3 (12.50%) Go
7 3 (12.50%) PHP
8 2 (8.33%) Clojure
8 2 (8.33%) PL/SQL
8 2 (8.33%) PowerShell
8 2 (8.33%) R
Qualifications
1 2 (8.33%) Degree
2 1 (4.17%) SC Cleared
2 1 (4.17%) Security Cleared
Quality Assurance & Compliance
1 3 (12.50%) Disclosure Scotland
2 2 (8.33%) 21 CFR Part 11
2 2 (8.33%) CDISC
2 2 (8.33%) Data Quality
2 2 (8.33%) GxP
2 2 (8.33%) HL7
System Software
1 6 (25.00%) Docker
Systems Management
1 6 (25.00%) Ansible
1 6 (25.00%) Opscode Chef
1 6 (25.00%) Puppet
2 3 (12.50%) Kubernetes
2 3 (12.50%) Terraform
3 1 (4.17%) collectd
3 1 (4.17%) Kibana
3 1 (4.17%) logstash
3 1 (4.17%) Packer
3 1 (4.17%) Salt
3 1 (4.17%) StatsD
Vendors
1 3 (12.50%) Informatica
1 3 (12.50%) Oracle
2 1 (4.17%) Rackspace
2 1 (4.17%) SaltStack