The following table provides summary statistics for permanent job vacancies advertised in Cheltenham with a requirement for Python skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Python over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Python
Gloucestershire / Cheltenham
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 28 19 41
Rank change year-on-year -9 +22  
Permanent jobs citing Python 24 57 18
As % of all permanent IT jobs advertised in Cheltenham 10.81% 11.26% 4.53%
As % of the Programming Languages category 15.38% 22.53% 8.14%
Number of salaries quoted 21 46 16
Median salary £50,000 £50,000 £37,500
Median salary % change year-on-year - +33.33%  
90% offered a salary of more than £37,500 £39,500 £30,000
10% offered a salary of more than £60,000 £60,000 £47,500
UK excluding London median salary £45,000 £45,000 £45,000

Python is in the programming language skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cheltenham with a requirement for programming language skills.

Programming Language Skills
Cheltenham
Permanent job vacancies with a requirement for programming language skills 156 253 221
As % of all permanent IT job vacancies advertised in Cheltenham 70.27% 50.00% 55.67%
Number of salaries quoted 120 191 185
Median salary £45,000 £49,000 £38,500
Median salary % change year-on-year -8.16% +27.27%  
90% offered a salary of more than £32,500 £37,500 £30,000
10% offered a salary of more than £60,000 £50,000 £60,000
UK excluding London median salary £41,500 £41,000 £40,000
% change year-on-year +1.21% +2.50%  

Python
Job Vacancy Trend in Cheltenham

The job posting trend of jobs advertised in Cheltenham citing Python as a proportion of all permanent or contract IT jobs with a match in the Programming Languages category.

Job vacancy trend for Python in Cheltenham

Python
Salary Trend in Cheltenham

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

Salary trend for Python in Cheltenham

Python
Salary Histogram in Cheltenham

The salary distribution of IT jobs citing Python in Cheltenham over the 3 months to 28 March 2017.

Salary histogram for Python in Cheltenham

Python
Top 30 Co-occurring IT Skills in Cheltenham

For the 6 months to 28 March 2017, IT jobs citing Python 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 Cheltenham region with a requirement for Python.

1 34 (75.56%) Java
2 24 (53.33%) Software Engineering
3 21 (46.67%) Agile Software Development
3 21 (46.67%) Linux
4 19 (42.22%) Security Cleared
4 19 (42.22%) MongoDB
5 18 (40.00%) C#
6 17 (37.78%) Cybersecurity
7 16 (35.56%) HTML
8 15 (33.33%) C++
9 14 (31.11%) Windows
10 12 (26.67%) Telecoms
11 11 (24.44%) C
11 11 (24.44%) Perl
11 11 (24.44%) OO
11 11 (24.44%) TDD
11 11 (24.44%) Electronics
11 11 (24.44%) AngularJS
12 10 (22.22%) Manufacturing
12 10 (22.22%) Ruby
12 10 (22.22%) Marketing
12 10 (22.22%) XML
12 10 (22.22%) JavaScript
13 9 (20.00%) SAP
13 9 (20.00%) Finance
13 9 (20.00%) Business Intelligence
13 9 (20.00%) SAP Oil and Gas
13 9 (20.00%) Programme Management
13 9 (20.00%) Node.js
13 9 (20.00%) Reverse Engineering

Python
Co-occurring IT Skills in Cheltenham 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 8 (17.78%) Elasticsearch
2 6 (13.33%) JBoss
2 6 (13.33%) Mule
2 6 (13.33%) Mule ESB
2 6 (13.33%) Tomcat
3 5 (11.11%) Apache Spark
4 4 (8.89%) OpenStack
5 1 (2.22%) Confluence
5 1 (2.22%) WebLogic
Business Applications
1 9 (20.00%) SAP Oil and Gas
Cloud Services
1 8 (17.78%) Amazon AWS
1 8 (17.78%) SaaS
2 6 (13.33%) Amazon EC2
3 1 (2.22%) GitHub
3 1 (2.22%) Microsoft Azure
Communications & Networking
1 3 (6.67%) Internet
1 3 (6.67%) Network Security
2 2 (4.44%) SSL
2 2 (4.44%) Wireless
3 1 (2.22%) DHCP
3 1 (2.22%) DNS
3 1 (2.22%) HTTP
3 1 (2.22%) TCP/IP
3 1 (2.22%) Wireshark
Database & Business Intelligence
1 19 (42.22%) MongoDB
2 9 (20.00%) Hadoop
3 7 (15.56%) NoSQL
4 6 (13.33%) Amazon DynamoDB
4 6 (13.33%) Apache Accumulo
5 5 (11.11%) Apache Cassandra
5 5 (11.11%) MySQL
6 4 (8.89%) Big Data
7 2 (4.44%) MariaDB
8 1 (2.22%) PostgreSQL
Development Applications
1 8 (17.78%) JIRA
2 7 (15.56%) Git (software)
2 7 (15.56%) JUnit
3 6 (13.33%) IntelliJ
4 4 (8.89%) Jenkins
5 3 (6.67%) Atlassian Bamboo
5 3 (6.67%) Metasploit
6 2 (4.44%) Selenium
7 1 (2.22%) Bitbucket
7 1 (2.22%) Cucumber
7 1 (2.22%) Gatling
7 1 (2.22%) JMeter
7 1 (2.22%) WATIR
General
1 12 (26.67%) Telecoms
2 11 (24.44%) Electronics
3 10 (22.22%) Manufacturing
3 10 (22.22%) Marketing
4 9 (20.00%) Finance
5 6 (13.33%) Retail
6 3 (6.67%) Games
7 2 (4.44%) Legal
8 1 (2.22%) Aerospace
Job Titles
1 14 (31.11%) Developer
2 10 (22.22%) Java Developer
3 9 (20.00%) Software Engineer
4 7 (15.56%) Java Engineer
4 7 (15.56%) Test Engineer
5 6 (13.33%) Senior Developer
5 6 (13.33%) Senior Java Developer
5 6 (13.33%) Software Developer
6 5 (11.11%) Linux Engineer
7 4 (8.89%) Developer/Software Engineer
7 4 (8.89%) Research Engineer
7 4 (8.89%) Senior Java Engineer
8 3 (6.67%) Java Software Developer
8 3 (6.67%) Linux Administrator
8 3 (6.67%) Linux Systems Administrator
8 3 (6.67%) Senior Infrastructure Engineer
8 3 (6.67%) Senior Linux Engineer
8 3 (6.67%) Senior Windows Engineer
8 3 (6.67%) Windows Engineer
8 3 (6.67%) Windows Infrastructure Engineer
Libraries, Frameworks & Software Standards
1 16 (35.56%) HTML
2 11 (24.44%) AngularJS
3 10 (22.22%) XML
4 9 (20.00%) Node.js
5 8 (17.78%) REST
5 8 (17.78%) Spring
6 7 (15.56%) Hibernate
6 7 (15.56%) Web Services
7 6 (13.33%) Apache Camel
7 6 (13.33%) CSS
7 6 (13.33%) HTML5
7 6 (13.33%) JPA
7 6 (13.33%) JSON
7 6 (13.33%) RESTful
7 6 (13.33%) SOAP
7 6 (13.33%) Spring Integration
7 6 (13.33%) Spring MVC
8 4 (8.89%) J2EE
8 4 (8.89%) React
9 3 (6.67%) jQuery
Miscellaneous
1 6 (13.33%) Cybercrime
2 3 (6.67%) Embedded Systems
3 2 (4.44%) Cyberthreat
3 2 (4.44%) Mobile App
4 1 (2.22%) CESG
4 1 (2.22%) Computer Science
4 1 (2.22%) Cyber Defence
4 1 (2.22%) iPhone
4 1 (2.22%) User Experience
Operating Systems
1 21 (46.67%) Linux
2 14 (31.11%) Windows
3 8 (17.78%) Android
4 6 (13.33%) Mac OS X
5 5 (11.11%) Apple iOS
5 5 (11.11%) CentOS
6 4 (8.89%) FreeBSD
6 4 (8.89%) Windows Server
7 3 (6.67%) Unix
7 3 (6.67%) Windows Server 2012
8 1 (2.22%) Debian
8 1 (2.22%) Red Hat Enterprise Linux
8 1 (2.22%) Ubuntu
8 1 (2.22%) Windows Phone
Processes & Methodologies
1 24 (53.33%) Software Engineering
2 21 (46.67%) Agile Software Development
3 17 (37.78%) Cybersecurity
4 11 (24.44%) OO
4 11 (24.44%) TDD
5 9 (20.00%) Business Intelligence
5 9 (20.00%) Digital Marketing
5 9 (20.00%) Programme Management
5 9 (20.00%) Reverse Engineering
6 8 (17.78%) Continuous Integration
6 8 (17.78%) Scrum
7 7 (15.56%) Integration Testing
7 7 (15.56%) MVC
8 6 (13.33%) Analytics
8 6 (13.33%) Automated Testing
8 6 (13.33%) BDD
8 6 (13.33%) E-Commerce
8 6 (13.33%) Kanban
8 6 (13.33%) OOP
8 6 (13.33%) SDLC
Programming Languages
1 34 (75.56%) Java
2 18 (40.00%) C#
3 15 (33.33%) C++
4 11 (24.44%) C
4 11 (24.44%) Perl
5 10 (22.22%) JavaScript
5 10 (22.22%) Ruby
6 8 (17.78%) Bash Shell
7 6 (13.33%) PowerShell
7 6 (13.33%) SQL
8 3 (6.67%) VB
9 1 (2.22%) Objective-C
9 1 (2.22%) PHP
9 1 (2.22%) PHP 5
9 1 (2.22%) R
9 1 (2.22%) T-SQL
Qualifications
1 19 (42.22%) Security Cleared
2 7 (15.56%) DV Cleared
3 4 (8.89%) Degree
4 2 (4.44%) CEH
4 2 (4.44%) CREST Certified
4 2 (4.44%) EC-Council LPT
4 2 (4.44%) ECSA
4 2 (4.44%) EnCE
4 2 (4.44%) GCFA
4 2 (4.44%) GIAC
4 2 (4.44%) GPEN
4 2 (4.44%) ISTQB
5 1 (2.22%) ISEB
5 1 (2.22%) ISTQB Foundation Certification
5 1 (2.22%) SC Cleared
Quality Assurance & Compliance
1 1 (2.22%) QA
System Software
1 4 (8.89%) VMware Infrastructure
2 1 (2.22%) Active Directory
2 1 (2.22%) Docker
2 1 (2.22%) VirtualBox
Systems Management
1 4 (8.89%) Puppet
2 2 (4.44%) EnCase
2 2 (4.44%) Opscode Chef
3 1 (2.22%) Ansible
3 1 (2.22%) Salt
Vendors
1 9 (20.00%) SAP
2 6 (13.33%) Apple
3 5 (11.11%) VMware
4 4 (8.89%) Red Hat
5 1 (2.22%) CA Agile Central
5 1 (2.22%) Microsoft
5 1 (2.22%) Rackspace
5 1 (2.22%) Zend
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Evolution Recruitment Solutions
Salary: 30,000 - 45,000 plus benefits
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