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 22 June 2017 with a comparison to the same period in the previous 2 years.

Python
Gloucestershire / Cheltenham
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 21 16 29
Rank change year-on-year -5 +13  
Permanent jobs citing Python 33 62 24
As % of all permanent IT jobs advertised in Cheltenham 13.81% 15.62% 6.74%
As % of the Programming Languages category 21.85% 24.90% 12.50%
Number of salaries quoted 28 58 23
Median salary £45,000 £50,000 £35,750
Median salary % change year-on-year -10.00% +39.86%  
90% offered a salary of more than £37,500 £40,000 £30,000
10% offered a salary of more than £70,000 £66,500 £50,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

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 151 249 192
As % of all permanent IT job vacancies advertised in Cheltenham 63.18% 62.72% 53.93%
Number of salaries quoted 134 210 175
Median salary £45,000 £47,500 £37,500
Median salary % change year-on-year -5.26% +26.66%  
90% offered a salary of more than £31,500 £33,000 £29,250
10% offered a salary of more than £62,500 £50,000 £57,500
UK excluding London median salary £42,500 £41,000 £40,000
% change year-on-year +3.65% +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 22 June 2017.

Salary histogram for Python in Cheltenham

For the 6 months to 22 June 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 37 (64.91%) Java
2 33 (57.89%) Linux
3 25 (43.86%) C++
4 24 (42.11%) Software Engineering
5 23 (40.35%) Agile Software Development
6 22 (38.60%) Cybersecurity
7 21 (36.84%) Security Cleared
7 21 (36.84%) MongoDB
8 20 (35.09%) Perl
9 18 (31.58%) DevOps
10 17 (29.82%) Apache Cassandra
10 17 (29.82%) JavaScript
10 17 (29.82%) Electronics
11 16 (28.07%) Telecoms
11 16 (28.07%) Manufacturing
11 16 (28.07%) C#
11 16 (28.07%) Marketing
12 15 (26.32%) SAP Oil and Gas
12 15 (26.32%) Digital Marketing
12 15 (26.32%) Continuous Integration
12 15 (26.32%) Programme Management
12 15 (26.32%) C
12 15 (26.32%) HTML
12 15 (26.32%) SAP
12 15 (26.32%) Business Intelligence
12 15 (26.32%) Finance
13 14 (24.56%) Windows
13 14 (24.56%) Analytics
14 13 (22.81%) PowerShell
14 13 (22.81%) Amazon AWS

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 13 (22.81%) Apache Spark
2 10 (17.54%) OpenStack
3 9 (15.79%) Apache
3 9 (15.79%) Elasticsearch
4 3 (5.26%) Confluence
4 3 (5.26%) JBoss
4 3 (5.26%) Mule
4 3 (5.26%) Mule ESB
4 3 (5.26%) Tomcat
5 2 (3.51%) Apache Pig
6 1 (1.75%) nginx
Business Applications
1 15 (26.32%) SAP Oil and Gas
Cloud Services
1 13 (22.81%) Amazon AWS
2 7 (12.28%) GitHub
2 7 (12.28%) Microsoft Azure
3 6 (10.53%) SaaS
4 3 (5.26%) Amazon EC2
4 3 (5.26%) Google Cloud Platform
5 1 (1.75%) Cloud Computing
5 1 (1.75%) OpenShift
Communications & Networking
1 7 (12.28%) Internet
2 3 (5.26%) Firewall
2 3 (5.26%) Network Security
3 2 (3.51%) Wireless
4 1 (1.75%) DHCP
4 1 (1.75%) DNS
4 1 (1.75%) HTTP
4 1 (1.75%) Wireshark
Database & Business Intelligence
1 21 (36.84%) MongoDB
2 17 (29.82%) Apache Cassandra
3 11 (19.30%) Hadoop
4 10 (17.54%) MySQL
4 10 (17.54%) NoSQL
5 8 (14.04%) MariaDB
6 7 (12.28%) Big Data
7 5 (8.77%) Apache Hive
8 3 (5.26%) Amazon DynamoDB
8 3 (5.26%) Apache Accumulo
8 3 (5.26%) HBase
8 3 (5.26%) Redis
9 2 (3.51%) PostgreSQL
Development Applications
1 13 (22.81%) Jenkins
2 11 (19.30%) Atlassian Bamboo
3 10 (17.54%) Bitbucket
4 8 (14.04%) EasyMock
4 8 (14.04%) JUnit
5 6 (10.53%) JIRA
6 5 (8.77%) Git (software)
7 3 (5.26%) IntelliJ
7 3 (5.26%) Metasploit
8 2 (3.51%) Selenium
9 1 (1.75%) Cucumber
9 1 (1.75%) Gatling
9 1 (1.75%) IDA Disassembler
9 1 (1.75%) LoadRunner
9 1 (1.75%) RSpec
General
1 17 (29.82%) Electronics
2 16 (28.07%) Manufacturing
2 16 (28.07%) Marketing
2 16 (28.07%) Telecoms
3 15 (26.32%) Finance
4 5 (8.77%) Aerospace
5 3 (5.26%) Games
5 3 (5.26%) Retail
6 2 (3.51%) Legal
Job Titles
1 16 (28.07%) Developer
2 13 (22.81%) Software Engineer
3 12 (21.05%) Linux Engineer
4 11 (19.30%) Java Developer
5 9 (15.79%) Administrator
5 9 (15.79%) Linux Administrator
5 9 (15.79%) Linux Systems Administrator
5 9 (15.79%) Systems Administrator
6 8 (14.04%) DevOps Engineer
6 8 (14.04%) Linux DevOps Engineer
6 8 (14.04%) Linux Systems Engineer
6 8 (14.04%) Linux/Unix DevOps
6 8 (14.04%) Software Developer
7 7 (12.28%) DevOps Administrator
7 7 (12.28%) DevOps Systems Engineer
7 7 (12.28%) Linux DevOps Administrator
8 6 (10.53%) Java Software Developer
9 5 (8.77%) Java Engineer
9 5 (8.77%) Java Software Engineer
9 5 (8.77%) Research Engineer
Libraries, Frameworks & Software Standards
1 15 (26.32%) HTML
2 11 (19.30%) Spring
3 9 (15.79%) AngularJS
3 9 (15.79%) HTML5
3 9 (15.79%) Java EE
3 9 (15.79%) React
3 9 (15.79%) RESTful
4 8 (14.04%) Hibernate
4 8 (14.04%) Node.js
5 7 (12.28%) XML
6 6 (10.53%) CSS
7 4 (7.02%) Kafka
7 4 (7.02%) REST
8 3 (5.26%) Apache Camel
8 3 (5.26%) EJB
8 3 (5.26%) J2EE
8 3 (5.26%) JPA
8 3 (5.26%) SOAP
8 3 (5.26%) Spring Integration
8 3 (5.26%) Web Services
Miscellaneous
1 3 (5.26%) Cybercrime
1 3 (5.26%) Cyberthreat
1 3 (5.26%) Embedded Systems
1 3 (5.26%) Wiki
2 2 (3.51%) Algorithms
2 2 (3.51%) Computer Science
2 2 (3.51%) Cyber Attack
2 2 (3.51%) Greenfield Project
3 1 (1.75%) Internet of Things
3 1 (1.75%) iPad
3 1 (1.75%) Linux Command Line
3 1 (1.75%) User Experience
Operating Systems
1 33 (57.89%) Linux
2 14 (24.56%) Windows
3 8 (14.04%) CentOS
4 7 (12.28%) Mac OS X
5 5 (8.77%) Android
5 5 (8.77%) Apple iOS
5 5 (8.77%) FreeBSD
5 5 (8.77%) Windows Server
6 4 (7.02%) Unix
6 4 (7.02%) Windows Server 2012
7 3 (5.26%) Red Hat Enterprise Linux
8 1 (1.75%) AIX
8 1 (1.75%) Debian
8 1 (1.75%) HPUX
8 1 (1.75%) Windows Server 2008
Processes & Methodologies
1 24 (42.11%) Software Engineering
2 23 (40.35%) Agile Software Development
3 22 (38.60%) Cybersecurity
4 18 (31.58%) DevOps
5 15 (26.32%) Business Intelligence
5 15 (26.32%) Continuous Integration
5 15 (26.32%) Digital Marketing
5 15 (26.32%) Programme Management
6 14 (24.56%) Analytics
7 12 (21.05%) TDD
8 10 (17.54%) OO
8 10 (17.54%) Reverse Engineering
9 7 (12.28%) Scrum
9 7 (12.28%) Test Automation
10 6 (10.53%) Open Source
10 6 (10.53%) Test Scripting
11 5 (8.77%) Customer Requirements
11 5 (8.77%) Unit Testing
12 4 (7.02%) BDD
12 4 (7.02%) Data Analytics
Programming Languages
1 37 (64.91%) Java
2 25 (43.86%) C++
3 20 (35.09%) Perl
4 17 (29.82%) JavaScript
5 16 (28.07%) C#
6 15 (26.32%) C
7 13 (22.81%) PowerShell
8 12 (21.05%) Ruby
9 10 (17.54%) SQL
10 6 (10.53%) Bash Shell
11 4 (7.02%) VB
12 3 (5.26%) Go
13 2 (3.51%) Scala
14 1 (1.75%) Shell Script
14 1 (1.75%) T-SQL
Qualifications
1 21 (36.84%) Security Cleared
2 12 (21.05%) DV Cleared
3 5 (8.77%) Degree
4 4 (7.02%) SC Cleared
5 2 (3.51%) CEH
5 2 (3.51%) CREST Certified
5 2 (3.51%) EC-Council LPT
5 2 (3.51%) ECSA
5 2 (3.51%) EnCE
5 2 (3.51%) GCFA
5 2 (3.51%) GIAC
5 2 (3.51%) GPEN
5 2 (3.51%) ISEB
5 2 (3.51%) Numerate Degree
6 1 (1.75%) ISTQB
System Software
1 3 (5.26%) VMware Infrastructure
2 2 (3.51%) Docker
3 1 (1.75%) Active Directory
3 1 (1.75%) Ceph
3 1 (1.75%) Dovecot
3 1 (1.75%) Postfix
Systems Management
1 9 (15.79%) Puppet
2 2 (3.51%) EnCase
3 1 (1.75%) Ansible
3 1 (1.75%) Galera Cluster
3 1 (1.75%) Kubernetes
3 1 (1.75%) Opscode Chef
Vendors
1 15 (26.32%) SAP
2 11 (19.30%) VMware
3 9 (15.79%) Red Hat
4 3 (5.26%) Apple
4 3 (5.26%) Google
5 1 (1.75%) Microsoft
5 1 (1.75%) Scality
5 1 (1.75%) Splunk
Cheltenham
Searchability
Salary: £40000 - £60000 per annum
Posted: Yesterday
Cheltenham
Searchability
Salary: £40000 - £60000 per annum
Posted: Yesterday
Cheltenham, Gloucestershire
IntaPeople
Salary: £30000 - £50000 per annum
Posted: 3 days ago