Period
to 23 June 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 23 June 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
23 Jun 2018
Same period 2017 Same period 2016
Rank 41 34 64
Rank change year-on-year -7 +30 -16
Contract jobs citing Python 40 36 14
As % of all contract IT jobs advertised in Nottinghamshire 4.59% 4.49% 1.34%
As % of the Programming Languages category 9.80% 8.78% 4.68%
Number of daily rates quoted 32 25 9
Nottinghamshire median daily rate £406 £400 £325
Median daily rate % change year-on-year +1.56% +23.08% -31.58%
10th Percentile £315 £314 £278
90th Percentile £548 £515 £388
East Midlands median daily rate £438 £420 £340
% change year-on-year +4.17% +23.53% -28.42%
Number of hourly rates quoted 0 0 0
Nottinghamshire median hourly rate - - -
East Midlands median hourly rate - £40.00 £35.00
% change year-on-year - +14.29% -

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 408 410 299
As % of all contract IT jobs advertised in Nottinghamshire 46.79% 51.19% 28.59%
Number of daily rates quoted 235 252 159
Nottinghamshire median daily rate £400 £368 £350
Median daily rate % change year-on-year +8.84% +5.00% -
10th Percentile £288 £263 £256
90th Percentile £525 £500 £465
East Midlands median daily rate £400 £375 £350
% change year-on-year +6.67% +7.14% +3.70%
Number of hourly rates quoted 6 0 6
Nottinghamshire median hourly rate £45.00 - £14.50
10th Percentile £41.38 - £13.00
90th Percentile £48.13 - £17.94
East Midlands median hourly rate £42.50 £40.00 £35.00
% change year-on-year +6.25% +14.29% +47.37%

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 23 June 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 23 June 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 +3 38 £400 - 8
Python
East Midlands

For the 6 months to 23 June 2018, IT contractor jobs citing Python 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 across the Nottinghamshire region with a requirement for Python.

1 27 (67.50%) Linux
2 24 (60.00%) Bash Shell
3 20 (50.00%) Elasticsearch
4 19 (47.50%) Apache Cassandra
4 19 (47.50%) Percona
4 19 (47.50%) MySQL
5 18 (45.00%) Clustering
5 18 (45.00%) Galera Cluster
6 17 (42.50%) Replication
7 16 (40.00%) Capacity Planning
8 15 (37.50%) DevOps
9 13 (32.50%) Problem-Solving
10 12 (30.00%) JavaScript
10 12 (30.00%) Agile Software Development
11 11 (27.50%) Java
11 11 (27.50%) Amazon AWS
12 10 (25.00%) Perl
12 10 (25.00%) Workflow
13 9 (22.50%) Docker
14 8 (20.00%) Ansible
14 8 (20.00%) Test Automation
14 8 (20.00%) Jenkins
14 8 (20.00%) LAMP
14 8 (20.00%) MySQL Certification
15 7 (17.50%) Selenium
15 7 (17.50%) Web Services
15 7 (17.50%) Cucumber
15 7 (17.50%) Puppet
15 7 (17.50%) Opscode Chef
16 6 (15.00%) Microservices

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 20 (50.00%) Elasticsearch
2 3 (7.50%) Confluence
Cloud Services
1 11 (27.50%) Amazon AWS
2 4 (10.00%) Microsoft Azure
3 3 (7.50%) Google Cloud Platform
4 1 (2.50%) AWS CloudFormation
Database & Business Intelligence
1 19 (47.50%) Apache Cassandra
1 19 (47.50%) MySQL
2 1 (2.50%) Data Warehouse
2 1 (2.50%) MongoDB
Development Applications
1 8 (20.00%) Jenkins
2 7 (17.50%) Cucumber
2 7 (17.50%) Selenium
3 5 (12.50%) Bower
3 5 (12.50%) CasperJS
3 5 (12.50%) Git (software)
3 5 (12.50%) gulp
3 5 (12.50%) Jasmine
3 5 (12.50%) Karma Test Runner
3 5 (12.50%) webpack
3 5 (12.50%) Yeoman
4 3 (7.50%) JIRA
5 2 (5.00%) Bitbucket
5 2 (5.00%) Protractor
5 2 (5.00%) SoapUI
5 2 (5.00%) SOAtest
5 2 (5.00%) SpecFlow
6 1 (2.50%) Atlassian Bamboo
6 1 (2.50%) SonarQube
General
1 3 (7.50%) Finance
1 3 (7.50%) Games
2 2 (5.00%) Back Office
3 1 (2.50%) Publishing
3 1 (2.50%) Retail
Job Titles
1 19 (47.50%) DBA
2 18 (45.00%) MySQL DBA
3 16 (40.00%) Administrator
4 12 (30.00%) Developer
5 8 (20.00%) Server Administrator
6 5 (12.50%) Automation Developer
6 5 (12.50%) DevOps Engineer
6 5 (12.50%) Front End Developer (Client-Side Developer)
7 3 (7.50%) Platform Engineer
8 2 (5.00%) AWS DevOps
8 2 (5.00%) AWS DevOps Engineer
8 2 (5.00%) AWS Engineer
8 2 (5.00%) Developer in Test
8 2 (5.00%) Senior DevOps
8 2 (5.00%) Senior DevOps Engineer
9 1 (2.50%) Data Engineer
9 1 (2.50%) Kubernetes Engineer
9 1 (2.50%) Lead DevOps Engineer
9 1 (2.50%) Senior Windows Engineer
9 1 (2.50%) Windows DevOps Engineer
Libraries, Frameworks & Software Standards
1 8 (20.00%) LAMP
2 7 (17.50%) Web Services
3 6 (15.00%) AngularJS
4 5 (12.50%) Browserify
4 5 (12.50%) CSS
4 5 (12.50%) CSS3
4 5 (12.50%) Handlebars
4 5 (12.50%) HTML
4 5 (12.50%) HTML5
4 5 (12.50%) jQuery
4 5 (12.50%) Sass
5 4 (10.00%) Ajax
5 4 (10.00%) DOM
5 4 (10.00%) JSON
5 4 (10.00%) RESTful
6 3 (7.50%) Node.js
7 2 (5.00%) SOAP
8 1 (2.50%) Elastic Stack
8 1 (2.50%) Sensu
Miscellaneous
1 18 (45.00%) Clustering
2 17 (42.50%) Replication
3 4 (10.00%) Mainframe
4 2 (5.00%) Enterprise Software
5 1 (2.50%) Analytical Skills
5 1 (2.50%) Data Centre
Operating Systems
1 27 (67.50%) Linux
2 5 (12.50%) Windows
3 1 (2.50%) Unix
Processes & Methodologies
1 16 (40.00%) Capacity Planning
2 15 (37.50%) DevOps
3 13 (32.50%) Problem-Solving
4 12 (30.00%) Agile Software Development
5 10 (25.00%) Workflow
6 8 (20.00%) Test Automation
7 6 (15.00%) Configuration Management
7 6 (15.00%) Continuous Integration
7 6 (15.00%) Microservices
8 5 (12.50%) Change Control
8 5 (12.50%) Front End Development
8 5 (12.50%) MVC
8 5 (12.50%) Process Management
8 5 (12.50%) Progressive Enhancement
8 5 (12.50%) Project Planning
8 5 (12.50%) Responsive Web Design
8 5 (12.50%) Unit Testing
8 5 (12.50%) Web Design
9 4 (10.00%) Collaborative Working
9 4 (10.00%) Proactive Monitoring
Programming Languages
1 24 (60.00%) Bash Shell
2 12 (30.00%) JavaScript
3 11 (27.50%) Java
4 10 (25.00%) Perl
5 6 (15.00%) C#
6 5 (12.50%) PHP
7 3 (7.50%) Shell Script
7 3 (7.50%) SQL
8 1 (2.50%) C++
Qualifications
1 8 (20.00%) MySQL Certification
2 1 (2.50%) SC Cleared
2 1 (2.50%) Security Cleared
System Software
1 9 (22.50%) Docker
Systems Management
1 18 (45.00%) Galera Cluster
2 8 (20.00%) Ansible
3 7 (17.50%) Opscode Chef
3 7 (17.50%) Puppet
4 5 (12.50%) Kubernetes
5 4 (10.00%) Rancher
6 3 (7.50%) Docker Swarm
6 3 (7.50%) Terraform
7 2 (5.00%) HP Quality Center
8 1 (2.50%) Kibana
8 1 (2.50%) logstash
Vendors
1 19 (47.50%) Percona
2 5 (12.50%) Automation Anywhere
2 5 (12.50%) Microsoft
3 3 (7.50%) Google
4 2 (5.00%) Blue Prism
4 2 (5.00%) HP
5 1 (2.50%) Atlassian